1 Introduction

  1. This report presents the method for, and results obtained from, modelling the population consequences of potential impacts to the protected seabird features of Special Protection Areas (SPAs) arising from the proposed Berwick Bank Offshore Development. The modelling informs the assessments and conclusions presented in the Offshore Environmental Impact Assessment Report (EIAR) (volume 2) chapter 11: Marine Ornithology, and in the Report to Inform Appropriate Assessment (RIAA).
  2. The modelling was performed using Population Viability Analysis (PVA) for breeding colonies of seven species of seabirds within multiple SPAs. Stochastic, density independent, age-structured matrix models were used to simulate population trends over time for a range of impacts scenarios.
  3. Collision and displacement / barrier effects are the key impacts on seabird species from the proposed Development and have been quantified in Technical Appendix 11.3: Ornithology Collision Risk Modelling Report and Technical Appendix 11.4: Ornithology Displacement Report. The estimated mortalities for each species were apportioned by age-class and season to relevant SPAs using the methods and weightings set out in Technical Appendix 11.5: Ornithology Apportioning Report and presented in Annex D: Apportioned Mortality.
  4. The species/ SPA combinations modelled were chosen using a threshold approach advised in the Scoping Opinion (MS-LOT, 2022) and confirmed through the Ornithology Roadmap process (Meeting 6, 10th May, 2022) (see Section 2).
  5. Full details of the species and SPAs modelled and the analysis undertaken, including model specifications and demographic rates used, are provided (see Section 2)
  6. In addition, regional calculations are provided for each of the seven species (Section 2.5). In these cases, PVAs for multiple SPAs under a range of impact scenarios were combined to estimate effects on regional population sizes.

2       Methods

2 Methods

  1. PVA modelling here is performed using the Natural England nepva tools (Searle et al. 2019; Mobbs et al. 2020). This software has broadly two implementations, one with a user-friendly GUI, the other a series of code tools for direct use. Both are written in R and are intended to give the same fundamental calculations. Here we have used bespoke R-code directly, with nevpa version 2 tools as a basis (Mobbs et al. 2020) (tool v 2.0, nepva R package: v 4.17), as found within the associated Natural England github repository:  https://github.com/naturalengland/Seabird_PVA_Tool). All analysis was conducted using R version 4.1 for Windows (R Core Team, 2021),
  2. Notably one function from the nepva package was modified (inits.burned) to allow a burn-in period for establishing an initial population age-structure, but also to fix adult numbers as known at the start of simulation. This is not currently catered for within the nepva tools.
  3. While this offers a standardised toolset for PVAs, the underpinnings are projections using commonplace population matrix models. Documentation detailing these models can be found within the repository indicated and are summarised in Section 2.2.

2.1      Models and Scenarios

2.1 Models and Scenarios

  1. The potential impacts of the proposed Berwick Bank wind farm on the population growth and size of seabird species inhabiting SPAs were predicted using PVA.
  2. Additional annual mortality (combined breeding and non-breeding season mortality estimates) was derived by summing the apportioned collision and/or displacement mortality estimates combined for each species / SPA combination. This was done by age class (adult and immature) based on the age class information from the site-specific surveys for gannets, kittiwake and gulls, and asymptotic age distributions for auks. The age-class apportioned total mortality estimates are provided in Annex D of Technical Appendix 11.5: Ornithology Apportioning Report. The complete suite of seasonal apportioned mortality estimates for each species, colony, age class and by impact type (collision or displacement or both) are available electronically as Excel Files: Annex A (breeding season mortalities) and Annex B (non-breeding season mortalities).
  3. Following the advice received through the Ornithology Roadmap Process (meeting 4; Technical Appendix 11.8) breeding season mortality was adjusted downward to account for sabbatical birds: 7% for auks and 10% kittiwakes. For other species, the rates used were as those revised designs in Forth and Tay: 10% for gannet and 35% for herring gull and lesser black-backed gull.
  4. These mortality estimates constituted a number of “Project alone” (i.e., potential additional mortality from the proposed Development) PVA model scenarios (Table 2.1).
  5. Estimates of displacement mortality under the Developer Approach were based on the Applicants review of existing evidence to underpin the use of single species-specific seasonal displacement and mortality rates to identify the mortality estimates from the displacement matrices. The Scoping Approach followed the advice in Scoping Opinion (MS-LOT, 2022) and the displacement and mortality rates advised by NatureScot in their scoping advice (7th December 2021). NatureScot advised two mortality rates (e.g. 3% and 5%) and the lower rate is represented as “Scoping Approach a” and the higher rates as “Scoping Approach b”. Full details are provided in (Technical Appendix 11.4: Ornithology Displacement Report).
  6. Estimates of potential collision mortality under the Developer Approach were based on mean monthly flying seabird densities, whereas maximum monthly flying seabird densities were used for the Scoping Approach. For species only assessed for collision, Scoping Approach a and b are identical. Full details are provided in Technical Appendix 11.3: Ornithology Collision Risk Modelling Report.
  7. PVAs were run for populations where the predicted wind farm associated mortality increased the baseline mortality rate by at least 0.02 percentage point (NatureScot Scoping Advice, 14th December 2021). This was calculated as the predicted additional annual mortality (in terms of the number of adult birds) expressed as a percentage of the number of adult birds in the SPA population (confirmed at meeting 5, Appendix 11.8: Ornithology Roadmap Process). The assessment of annual adult mortality against the threshold is given in Annex C.
  8. The final list of species and SPAs modelled using Project alone mortality estimates are given in Table 2.2. Note that the estimated mortality for some species and SPAs only exceeded the threshold for the Scoping Approach but a Developer Approach model was run for comparative purposes. The estimated mortalities modelled associated with each of the scenarios are given in Section 3.1

Table 2.1: Summary of three Project-alone scenarios used in the PVA models, identifying the causes of mortality for each species and the seasons in which they were assessed; B = breeding season and NBS = non-breeding season

 

Developer approach

Scoping Approach a

Scoping Approach b

 

Collision

Displacement

Collision

Displacement

Collision

Displacement

Gannet

 B + NBS

  B + NBS

  B + NBS

  B + NBS

  B + NBS

  B + NBS

Guillemot

 

  B + NBS

 

  B + NBS

 

  B + NBS

Herring gull *

  B + NBS

 

  B + NBS

 

  B + NBS

 

Kittiwake

  B + NBS

B

  B + NBS

  B + NBS

  B + NBS

  B + NBS

Lesser black-backed gull*

   B + NBS

 

   B + NBS

 

   B + NBS

 

Puffin

 

 B

 

 B

 

 B

Razorbill

 

   B + NBS

 

   B + NBS

 

   B + NBS

Table 2.2:  Project alone species and SPA combinations modelled. Green = threshold was exceeded for both the Developer and Scoping Approach; Orange = threshold was exceeded only for the Scoping Approach

 

Species

SPA

Gannet

Guillemot

Herring gull

Kittiwake

Lesser black-backed gull

Puffin

Razorbill

Buchan Ness to Collieston Coast

 

 

 

 

 

 

 

Coquet Island

 

 

 

 

 

 

 

East Caithness Cliffs

 

 

 

 

 

 

 

Farne Islands

 

 

 

 

 

 

 

Flamborough and Filey Coast

 

 

 

 

 

 

 

Forth Islands

 

 

 

 

 

 

 

Fowlsheugh

 

 

 

 

 

 

 

North Caithness Cliffs

 

 

 

 

 

 

 

St Abb’s Head to Fast Castle

 

 

 

 

 

 

 

Troup, Pennan and Lion’s Heads

 

 

 

 

 

 

 

West Westray

 

 

 

 

 

 

 

 

  1. PVA models and scenarios were also run for in-combination additional mortality. A summary of the approach taken to collation of mortality estimates for in-combination assessment is provided in Annex E.
  2. Mortality estimates were collated and assigned to each of the three approaches for each of the in-combination scenarios (Table 2.3) and the mortality totals are given in Annex D.
  3. Mortality estimates for the in-combination models were identified for plans/projects for two regions: i) Forth and Tay and ii) North Sea. Estimated mortality totals were collated for consented and as-built designs, where available, for each region. The scenarios considered were:
  • Forth and Tay: Consented – Developer Approach; Consented – Scoping Approach A; Consented – Scoping Approach B
  • North Sea: Consented – Developer Approach; Consented – Scoping Approach A; Consented – Scoping Approach B
  • North Sea: As-built – Developer Approach; As-built – Scoping Approach A; As-built – Scoping Approach B
  1. In the Forth and Tay, there were no differences between the consented and as-built mortality totals for any species and therefore, only consented mortality estimates were modelled.
  2. In the UK North Sea, mortality totals for as-built and consented projects were compared, and where the difference between estimates was greater than 5%, then both were modelled. When less than 5%, consented totals only were modelled.
  3. The estimated Project alone mortalities were added to the in-combination estimated mortalities under each scenario for each species/SPA combination.
  4. There were no in-combination totals available for lesser black-backed gull. The SPA populations screened in are the Forth Islands, Farne Islands and Coquet Islands SPA and Project effects are limited to breeding season. No existing/consented/in-planning projects are considered to have effects on Farne Islands and Coquet Island SPA populations during the breeding season. For Forth Islands SPA population there is potential for breeding season effects from the consented Forth & Tay projects. However, no estimates of effects are available from the assessments of the 2017 revised designs of these projects because the respective scoping opinion excluded consideration of the species. The most relevant information pertaining to effects on the Forth Islands SPA population derives from the 2014 MS AA for the Forth & Tay projects. This states that a predicted effect of < -0.1% decline in adult survival was identified on this SPA population as a result of the NnG project and concludes no adverse effect on site integrity. Therefore, it is assumed that existing in-combination effects are inconsequential and can be ignored.
  5. In total, PVA models were run for 40 species/SPA combinations and given the scenarios identified below, this resulted in 234 model runs. The mortality estimates for each are provided in the summary tables in section 3.

Table 2.3:  Summary of the species and SPAs that were modelled using in-combination mortality estimates from as-built and/or consented projects in the Forth and Tay and UK North Sea

Species

SPA

Forth and Tay

UK North Sea

Consented

As-built

Consented

Gannet

Forth islands

Y

 

Y

Flamborough and Filey Coast

N/A

Y

Y

North Rona & Sula Sgeir

N/A

 

Y

Fair Isle

N/A

 

Y

Noss

N/A

 

Y

Hermaness, Saxa Vord & Valla Field

N/A

 

Y

Kittiwake

Forth Islands

Y

 

Y

Fowlsheugh

Y

 

Y

St Abb's Head to Fastcastle

Y

 

Y

Buchan Ness to Collieston Coast

Y

Y

Y

East Caithness Cliffs

N/A

Y

Y

North Caithness Cliffs

N/A

Y

Y

Troup, Pennan & Lion's Head

N/A

Y

Y

Farne Islands

N/A

 

Y

Coquet Island

N/A

 

Y

Flamborough and Filey Coast

N/A

Y

Y

West Westray

N/A

Y

Y

Herring gull

Forth Islands

 

 

Y

Fowlsheugh

Y

 

Y

St Abb's Head to Fastcastle

 

 

Y

Guillemot

Forth Islands

 

N/A

Y

Fowlsheugh

 

N/A

Y

St Abb's Head to Fastcastle

 

N/A

Y

Buchan Ness to Collieston Coast

Y

N/A

Y

Troup, Pennan & Lion's Head

N/A

N/A

Y

East Caithness Cliffs

N/A

N/A

Y

Farne Islands

N/A

N/A

Y

Razorbill

Forth Islands

Y

N/A

Y

Fowlsheugh

Y

N/A

Y

St Abb's Head to Fastcastle

Y

N/A

Y

Troup, Pennan & Lion's Head

N/A

N/A

Y

East Caithness Cliffs

N/A

N/A

Y

Farne Islands

N/A

N/A

Y

Flamborough and Filey Coast

N/A

N/A

Y

Puffin

Forth Islands

 

N/A

Y

North Caithness Cliffs

N/A

N/A

Y

Farne Islands

N/A

N/A

Y

 

2.2      Matrix Model Projections

2.2 Matrix Model Projections

  1. For each species, an age-structured matrix model (Caswell, 2001) simulates the population’s progress through time in terms of abundance and age distribution, based on species-specific demographic rates and count estimates. The model assumes individuals to be grouped into discrete year age-classes, and all members of an age-class are considered equal with respect to their demographic vital rates (i.e., survival, growth and reproduction). The model dynamics involves predicting the population numbers at age in the next year given its previous year’s numbers and vital rates.
  2. The generic population model can be written in compact form as:

 

  1. where is the population vector with elements denoting the number of individuals at each age-class at year , is the numbers at age-class in the following year, and represents the projection matrix (also known as the Leslie matrix). The projection matrix defines the expected contribution of individuals in each age-class in a given year to each age-class in the subsequent year.
  2. Models used in this analysis were built under the following assumptions, for all considered species:
  • Models represent an annual post-breeding census over a period of year steps. Therefore, the model annual cycle comprises a census immediately after fledging on the first day of the biological year, with the first age-class () containing newly hatched birds, followed by a 12-month period of survival. Then, on the first day of the subsequent year, surviving animals increment in age, adult age-classes reproduce and resultant chicks fledge, and the next census is carried out.
  • Reproduction is considered to be confined to adult birds, with age of first breeding being species-specific.
  • Population size is density independent, and therefore projections will either increase to infinity or decrease to extinction, given sufficient time, which is biological unrealistic.
  • Density dependent regulation in seabirds is through two mechanisms, either compensatory or depensatory. Adopting a density independent model will over- and underestimate potential impacts if compensatory or depensatory processes are occurring, respectively (Horswill and Robinson 2015). Currently there are insufficient data to include density dependence into the population modelling framework since its effect within populations is a complex interaction between resource availability, colony size and other local factors, such as predation (Horswill and Robinson 2015).
  • Population is considered a closed system, i.e., age distributions are not affected by migration exchanges between neighbouring colonies.
  • The final age-class is an aggregated age group, representing years-old birds and older. This implies the absence of senescence, i.e., the survival and reproductive performances of the oldest individuals remain constant over time. The value of , and hence the size of the projection matrix, of each species is determined by either the age of first breeding or the oldest adult age-class for which survival data was available (the largest of the two values).

 

  1. Based on the above assumptions, the expanded version of the generic population model used in this analysis can be expressed as:

 

where denotes the annual productivity rate of age-class , expressed as the annual average number of fledged young per breeding pair; and represents the annual survival transition rate of animals of age-class , i.e. the average proportion of birds in age-class that will survive the whole year and transition to age-class . Elements in the top row of the projection matrix (i.e. half of the productivity rate multiplied by the survival rate) reflect the annual fecundity rate per capita of each adult age-class. The population age ratios for each species from Forth Islands SPA is shown in Table 2.4.

  1. Stochasticity can be simply added by Monte-Carlo simulation if input parameters consist of estimates and associated measures of uncertainty. Variability can be provided by repeated simulations of population trajectories, where parameter values fluctuate as random draws from appropriate distributions.

Table 2.4:  Population age ratios for species at the Forth Islands SPA and modelled using PVA

 

Species

0-1

1-2

2-3

3-4

4-5

5-6

Adult

Gannet

0.184

0.096

0.074

0.061

0.049

-

0.536

Guillemot

0.17

0.092

0.074

0.06

0.058

0.052

0.494

Herring gull

0.186

0.138

0.118

0.1

0.08

-

0.378

Kittiwake

0.184

0.104

0.093

0.079

 -

-

0.54

Lesser black-backed gull

0.199

0.1

0.089

0.079

0.067

-

0.466

Puffin

0.145

0.128

0.115

0.099

0.072

-

0.442

Razorbill

0.148

0.109

0.089

0.08

0.066

-

0.508

 

2.3      Model Parameterisation

2.3 Model Parameterisation

  1. Input demographic parameters use SPA-specific estimates when available. In cases where local estimates were unavailable, preference was given to broader scale estimates based on combined independent studies collated in Horswill and Robinson (2015), as advised in NatureScot’s Scoping advice (7th December 2021). In the absence of local estimates, combined regional and national level estimates are believed to generate parameter values that express more accurately the underlying degree of uncertainty in model simulations. Parameters for the models are given in sections 2.7, along with sources.
  2. The colony counts for each of the SPAs were provided from JNCC as two validated datasheets of all colony count data for the UK and Ireland within the Seabird Monitoring Programme (SMP) database for 1998 – 2019 and 1998-2021 to HiDef on 10th January 2022. For the species of interest here, the database summarised counts by subsites and whole SPAs; “counts” are recorded as individuals or Apparently Occupied Nests (AON) or Apparently Occupied Sites (AOS). For guillemot and razorbill, counts of individuals were converted to estimates of the population size by multiplying by the correction factor 1.34. Where counts were provided as AON/AOS, these were treated as equivalent to pairs and therefore doubled to arrive at a number of individuals and then multiplied by the correction factor of 1.34, which is an Isle of May specific correction factor but which has been applied in previous applications to guillemot and razorbill. The colony population sizes used in the models, and the year of the counts from which they are derived, are given in Table 2.6. Ideally, counts should be concurrent across breeding colonies of interest. However, for many SPAs, counts are divided by subsite and not all subsites are censused every year. Entire counts for SPAs comprising multiple subsites are often only achieved over a period of years.

2.4      Simulation Parameterisation

2.4 Simulation Parameterisation

  1. Models were run from starting year to 50 years post-impact (assumed to be 2027), simulated 5,000 times to obtain indicative population trends and estimates of uncertainty surrounding those trends. Outputs from the models were extracted at both 35-year and 50-year post impact time points to reflect the lifetime of the Project (35 years) and beyond. Models were run for each species/SPA combination separately taking the associated adult population size estimate as a starting condition (Table 2.6).
  2. The starting year for simulations of each species/SPA combination corresponds to the most recent year of their population size estimate and is assumed to be without error in the simulations. Specific mortality scenarios are presented, with differential impacts for adults and immature age-classes for species with immature-specific additional deaths. These specific mortality scenarios are adjusted for sabbatical birds (i.e., fraction of adults skipping breeding in a given year) a priori.
  3. Additionally, a range of absolute additional adult mortalities per annum, from 0 to a species-specific maximum value by incremental steps (section 2.8), were used as impact scenarios. Although impacts are only reported with respect to the adult numbers, impacts within the simulations were also applied proportionally to immature age-classes classes (based upon the stable age distribution from eigen-decomposition of the Leslie matrix. No density dependence or demographic stochasticity (as defined by the nepva tool) was assumed, whereas environmental stochasticity (as per the nepva) was specified via beta distributions on survival and productivity rates. Species-specific maximum brood sizes were assumed.
  4. Impacted vs unimpacted comparisons were based on a matched runs approach, whereby stochasticity is applied to the population before impacts are applied, i.e., survival and productivity rates simulated at each time step are the same for the unimpacted and impacted populations, before additional impact mortalities are deducted from simulated survivals for the impacted populations. Productivity rates were assumed to be unaffected by wind farm effects.

2.5      Regional Projections

2.5 Regional Projections

  1. Calculations were made on a regional basis for seven species. Regions were defined as consisting of the SPAs within Table 2.5 i.e within breeding season foraging range (mean max distance +-1sd; Woodward et al. 2019).
  2. For each of these SPAs, the specific mortality scenarios used within each of the individual species PVAs were assumed. Regional estimates are in essence a sum of projected population sizes, at each timepoint, for each of the constituent SPAs.
  3. In detail 5000 simulated population projections were run for each species, SPA and impact scenario. These were summed over SPAs for each projection year, within each species and impact scenario. This provides 5000 regional population simulations for each species and impact scenario. The summary statistics and counterfactuals are calculated thereafter in the standard fashion.
  4. For SPAs not deemed to be impacted under a regional scenario, but who are included in the regional population definition (not all scenarios are deemed to impact the same set of SPAs), are included in the regional population through their baseline/unimpacted population traces.  All individual SPA projections are treated as independent.

Table 2.5: Special Protection Areas (SPAs) included in the regional assessment  

Species

Site

Gannet

Forth Islands SPA

Flamborough and Filey Coast

North Rona and Sula Sgeir

Fair Isle

Noss

Hermaness, Saxa Vord and Valla Field

Guillemot

Forth Islands SPA

St Abb's Head to Fast Castle SPA

Fowlsheugh SPA

Farne Islands SPA

Buchan Ness to Collieston Coast

Troup, Pennan and Lion’s Heads

East Caithness cliffs

Kittiwake

Forth Islands SPA

Fowlsheugh SPA

St Abb's Head to Fast Castle SPA

Farne Islands SPA

Buchan Ness to Collieston Coast

Troup, Pennan & Lions Head 

East Caithness cliffs

North Caithness cliffs

Coquet island

Flamborough and Filey Coast

Puffin

Forth Islands SPA

Farne Islands

North Caithness cliffs

Razorbill

Forth Islands SPA

St Abb's Head to Fast Castle SPA

Fowlsheugh SPA

Troup, Pennan and Lion’s Heads

Farne Islands

East Caithness cliffs

Flamborough and Filey Coast

Herring gull

Forth Islands SPA

Fowlsheugh SPA

Farne Islands SPA

St Abb’s Head to Fast Castle SPA

Lesser-Black Back gull

Forth Islands SPA

Farne Islands SPA

Coquet Island


2.6      Starting Population Sizes

2.6 Starting Population Sizes

Table 2.6: Population counts for SPAs in terms of numbers of breeding adults

Species

SPA

Population Size (Breeding Adults)

Year(s) of Counts

Gannet

Forth Islands

150,518

2014

Flamborough and Filey Coast

26,784

2017

North Rona and Sula Sgeir

22,460

2013

Fair Isle

9,942

2021

Noss

27,530

2019

Hermaness, Saxa Vord and Valla Field

51,160

2014

Guillemot

Forth Islands

34,580

2018 + 2021

Farne Islands

85,816

2019

St Abb's Head to Fast Castle

61,408

2016 - 2018

Fowlsheugh

91,358

2018

Buchan Ness to Collieston Coast

39,553

2019

Troup, Pennan and Lion's Heads

31,893

2017

Herring gull

Forth Islands

11,868

2019 - 2021

Farne Islands

1,496

2019

St Abb's Head to Fast Castle

612

2016 - 2020

Fowlsheugh

1,414

2018

Kittiwake

Forth Islands

9,034

2021

Farne Islands

8,804

2019

Flamborough and Filey Coast

91,008

2017

Coquet Island

932

2021

St Abb's Head to Fast Castle

10,904

2020

Fowlsheugh

26,542

2018

Buchan Ness to Collieston Coast

22,590

2019

Troup, Pennan and Lion's Heads

21,232

2017

East Caithness Cliffs

48,920

2015

North Caithness Cliffs

7,712

2015/2016

West Westray

5,486

2017

Lesser-Black Back gull

Forth Islands

4,006

2018 - 2021

Farne Islands

1,362

2019

Coquet Island

40

2019

Puffin

Forth Islands

87,240

2017 - 2021

Farne Islands

87,504

2019

North Caithness Cliffs

3,034

2019

Razorbill

Forth Islands

7,878

2015/2016

Farne Islands

572

2017

Flamborough and Filey Coast

37,476

2015-2018

St Abb's Head to Fast Castle

3,928

2017 - 2021

Fowlsheugh

17,817

2016 - 2018

Troup, Pennan and Lion's Heads

6,054

2018

East Caithness Cliffs

40,117

2019

*‘These data were extracted from the Seabird Monitoring Programme Database  (https://app.bto.org/seabirds). Data have been provided to the SMP by the generous contributions of nature conservation and research organisations, and many volunteers throughout Britain and Ireland.’ There is no requirement for individuals or organisations to acknowledge the SMP when they use data they have collected themselves.


2.7      Demographic rates

2.7 Demographic rates

2.7.1      Gannet

Table 2.7: Demographic rates for the Gannet PVA models

SPA

 

Survivals

Productivity

 

 

S0->1

S1->2

S2->3

S3->4

S4->5

SA

PA

Forth Islands

 

Mean

0.542

0.779

0.859

0.863

0.954

0.954

0.698

SD

0.084

0.045

0.032

0.039

0.050

0.050

0.071

Flamborough and Filey Coast

 

Mean

0.542

0.779

0.859

0.863

0.954

0.954

0.795

SD

0.084

0.045

0.032

0.039

0.050

0.050

0.064

North Rona and Sula Sgeir

 

Mean

0.542

0.779

0.859

0.863

0.954

0.954

0.662

SD

0.084

0.045

0.032

0.039

0.050

0.050

0.082

Fair Isle

 

Mean

0.542

0.779

0.859

0.863

0.954

0.954

0.695

SD

0.084

0.045

0.032

0.039

0.050

0.050

0.079

Noss

 

Mean

0.542

0.779

0.859

0.863

0.954

0.954

0.712

SD

0.084

0.045

0.032

0.039

0.050

0.050

0.060

Hermaness, Saxa Vord and Valla Field

 

Mean

0.542

0.779

0.859

0.863

0.954

0.954

0.661

SD

0.084

0.045

0.032

0.039

0.050

0.050

0.055

 Eggs/pair: 1 (Snow and Perrins, 1998) 

Age at first breeding: 5 (Horswill and Robinson, 2015)

 

Table 2.8: References and comments on demographic rates specified for Gannet PVA models. 'SE' and 'SD' refer to standard error and standard deviation, respectively; “H&R” refers to Horswill and Robinson (2015)

SPA

Demographic parameter

Source

Comments

Forth Islands

PA

Horswill and Robinson (2015)

SPA-specific estimates not available. Eastern UK figures adopted.

S0->1, …, S3->4

Wanless et al. (2006)

Survival estimates for the Bass Rock colony (time-series: 1959 - 2001). SEs from original reference converted to SDs, following the same approach as Mobbs et al. (2020).

S4->5, …, SA

Deakin et al. (2019)

Mean and SD derived from averaging over sex-specific adult survival estimates for the Bass Rock colony (time-series: 2010 - 2018).

Flamborough and Filey Coast

PA

SMP (2022)

Annual breeding success data from Flamborough and Filey Coast SPA (1991 - 1998; 2009 - 2019).

S0->1, …, S3->4

Wanless et al. (2006)

SPA-specific estimates not available. Adopted the same parameter values as Gannet in Forth Islands.

S4->5, …, SA

Deakin et al. (2019)

Sule Skerry and Sule Stack 

PA

Cook and Robinson (2010)

SPA-specific estimates not available. Adopted figures based on data gathered from NW Scotland (Orkney and Shetland), as provided by the NEPVA Tool (Mobbs et al., 2020)

S0->1, …, S3->4

Wanless et al. (2006)

SPA-specific estimates not available. Adopted the same parameter values as Gannet in Forth Islands.

S4->5, …, SA

Deakin et al. (2019)

North Rona and Sula Sgeir

PA

Cook and Robinson (2010)

SPA-specific estimates not available. Adopted figures based on data gathered from NW Scotland (Orkney and Shetland), as provided by the NEPVA Tool (Mobbs et al., 2020)

S0->1, …, S3->4

Wanless et al. (2006)

SPA-specific estimates not available. Adopted the same parameter values as Gannet in Forth Islands.

S4->5, …, SA

Deakin et al. (2019)

Fair Isle

PA

SMP (2022)

Annual breeding success data from Fair Isle SPA (1986 - 2021).

S0->1, …, S3->4

Wanless et al. (2006)

SPA-specific estimates not available. Adopted the same parameter values as Gannet in Forth Islands.

S4->5, …, SA

Deakin et al. (2019)

Noss

PA

SMP (2022)

Annual breeding success data from Noss SPA (1986 - 2021).

S0->1, …, S3->4

Wanless et al. (2006)

SPA-specific estimates not available. Adopted the same parameter values as Gannet in Forth Islands.

S4->5, …, SA

Deakin et al. (2019)

Hermaness, Saxa Vord and Valla Field

PA

SMP (2022)

Annual breeding success data from Hermaness, Saxa Vord and Valla Field SPA (1989 - 2019).

S0->1, …, S3->4

Wanless et al. (2006)

SPA-specific estimates not available. Adopted the same parameter values as Gannet in Forth Islands.

S4->5, …, SA

Deakin et al. (2019)


2.7.2      Guillemot

Table 2.9: Demographic rates for the guillemot PVA models

SPA

 

Survivals

Productivity

 

 

S0->1

S1->2

S2->3

S3->4

S4->5

SA

PA

Forth Islands

Mean

0.560

0.792

0.917

0.938

0.927

0.927

0.681

SD

0.058

0.152

0.098

0.107

0.045

0.045

0.152

Farne Islands

Mean

0.560

0.792

0.917

0.938

0.927

0.927

0.787

 

SD

0.058

0.152

0.098

0.107

0.045

0.045

0.141

St Abb's Head to Fast Castle

Mean

0.560

0.792

0.917

0.938

0.927

0.927

0.681

 

SD

0.058

0.152

0.098

0.107

0.045

0.045

0.152

Fowlsheugh

Mean

0.560

0.792

0.917

0.938

0.927

0.927

0.681

SD

0.058

0.152

0.098

0.107

0.045

0.045

0.152

Buchan Ness to Collieston Coast

Mean

0.560

0.792

0.917

0.938

0.927

0.927

0.681

SD

0.058

0.152

0.098

0.107

0.045

0.045

0.152

Troup, Pennan and Lion's Heads

Mean

0.560

0.792

0.917

0.938

0.940

0.940

0.629

SD

0.058

0.152

0.098

0.107

0.025

0.025

0.174

 Eggs/pair: 1 (Snow and Perrins, 1998) 

Age at first breeding: 6 (Horswill and Robinson, 2015)

Table 2.10:  References and comments on demographic rates specified for Guillemot PVA models. 'SE' and 'SD' refer to standard error and standard deviation, respectively; “H&R” refers to Horswill and Robinson (2015)

SPA

Demographic parameter

Source

Comments

Forth Islands

PA

CEH (2018)

Annual breeding success data from Isle of May (2007 - 2016). Historically low productivity in 2007 attributed to difficult feeding conditions and severe weather. Despite being extreme, estimate was deemed accurate and thus used for inter-annual mean and sd calculations

S0->1, …, S3->4

Harris et al. (2007)

Isle of May survival estimates (time series: 1983 - 2002). SDs converted from SEs presented in the original paper, following the same approach as Mobbs et al. (2020).

S4->5, …, SA

Jitlal et al. (2017)

Adult survival estimates for the Isle of May colony.

Farne Islands

PA

SMP (2022)

Annual breeding success data from Farne Islands (1986 - 2010).

S0->1, …, S3->4

Harris et al. (2007)

SPA-specific estimates not available. Adopted the same parameters as Guillemot in Forth Islands.

S4->5, …, SA

Jitlal et al. (2017)

SPA-specific estimates not available. Used the same parameters as Guillemot in Forth Islands.

St Abb’s Head to Fast Castle

PA

CEH (2018)

Used the same parameter values as Guillemot in Forth Islands. Productivity estimates available in SMP for Guillemot in St Abbs, but for a very short time-series (2015 - 2018). The annual average (0.784) is within values observed in nearby colonies (Isle of May, 0.681; and Farne Islands, 0.787). However, 4 data-points was deemed insufficient to produce a realistic measure of inter-annual variability. Precautionary approach taken by using the lower, and more recent, estimates from Isle of May.

S0->1, …, S3->4

Harris et al. (2007)

SPA-specific estimates not available. Adopted the same parameters as Guillemot in Forth Islands.

S4->5, …, SA

Jitlal et al. (2017)

SPA-specific estimates not available. Used the same parameters as Guillemot in Forth Islands.

Fowlsheugh

PA

CEH (2018)

SPA-specific estimates not available. Used the same parameter values as Guillemot in Forth Islands.

S0->1, …, S3->4

Harris et al. (2007)

SPA-specific estimates not available. Adopted the same parameters as Guillemot in Forth Islands.

S4->5, …, SA

Jitlal et al. (2017)

SPA-specific estimates not available. Used the same parameters as Guillemot in Forth Islands.

Buchan Ness to Collieston Coast

PA

CEH (2018)

SPA-specific estimates not available. Used the same parameter values as Guillemot in Forth Islands.

S0->1, …, S3->4

Harris et al. (2007)

SPA-specific estimates not available. Adopted the same parameters as Guillemot in Forth Islands.

S4->5, …, SA

Jitlal et al. (2017)

SPA-specific estimates not available. Used the same parameters as Guillemot in Forth Islands.

Troup, Pennan and Lion’s Heads

PA

Horswill and Robinson (2015)

SPA-specific estimates not available. Northern UK figures used instead.

S0->1, …, S3->4

Harris et al. (2007)

SPA-specific estimates not available. Adopted the same parameters as Guillemot in Forth Islands.

S4->5, …, SA

Horswill and Robinson (2015)

SPA-specific estimates not available. National-level adult survival estimates adopted. SD value taken from the NEPVA tool (Mobbs et al. 2020), which addresses error in value reported by H&R (2015).


2.7.3      Herring gull

Table 2.11: Demographic rates for the guillemot PVA models

SPA

 

Survivals

Productivity

 

 

S0->1

S1->2

S2->3

S3->4

S4->5

SA

PA

Forth Islands

Mean

0.777

0.878

0.878

0.878

0.878

0.878

0.978

SD

0.092

0.034

0.034

0.034

0.034

0.034

0.307

Farne Islands

Mean

0.777

0.878

0.878

0.878

0.878

0.878

0.978

 

SD

0.092

0.034

0.034

0.034

0.034

0.034

0.307

St Abb's Head to Fast Castle

Mean

0.777

0.878

0.878

0.878

0.878

0.878

0.978

 

SD

0.092

0.034

0.034

0.034

0.034

0.034

0.307

Fowlsheugh

Mean

0.777

0.878

0.878

0.878

0.878

0.878

0.978

SD

0.092

0.034

0.034

0.034

0.034

0.034

0.307

 Eggs/pair: 3 (Snow and Perrins, 1998) 

Age at first breeding: 5 (Horswill and Robinson, 2015)

 

Table 2.12: References and comments on demographic rates specified for Herring Gull PVA models. 'SE' and 'SD' refer to standard error and standard deviation, respectively; “H&R” refers to Horswill and Robinson (2015)

SPA

Demographic parameter

Source

Comments

Forth Islands

PA

SMP (2022)

Annual breeding success data from Isle of May (1989 - 2007).

S0->1

Chabrzyk and Coulson (1976)

Isle of May immature survival estimates (time-series: 1966 - 1968).

S1->2, …, SA

Wanless et al. (1996)

Isle of May adult survival estimates (time-series: 1989 - 1992).

Farne Islands

PA

SMP (2022)

Used the same parameter values as Herring Gull in Forth Islands. No breeding success data available on the SMP database for Farne Islands. H&R provides productivity estimates for Farne Islands, but the study reference points to an analysis on Canna .

S0->1

Chabrzyk and Coulson (1976)

SPA-specific survival estimates not available. Used the same parameter values as Herring Gull in Forth Islands.

S1->2, …, SA

Wanless et al. (1996)

St Abb’s Head to Fast Castle

PA

SMP (2022)

SPA-specific estimates not available. Used the same parameter values as Herring Gull in Forth Islands.

S0->1

Chabrzyk and Coulson (1976)

SPA-specific survival estimates not available. Used the same parameter values as Herring Gull in Forth Islands.

S1->2, …, SA

Wanless et al. (1996)

Fowlsheugh

PA

SMP (2022)

Used the same parameter values as Herring Gull in Forth Islands. SPA-specific breeding success data available on SMP database, but for a very short time-series (2013-2016) and therefore likely to misrepresent inter-annual variability in colony. Preference given to longer time-series from the Isle of May.

S0->1

Chabrzyk and Coulson (1976)

SPA-specific survival estimates not available. Used the same parameter values as Herring Gull in Forth Islands.

S1->2, …, SA

Wanless et al. (1996)

 

2.7.4      Kittiwake

Table 2.13:  Demographic rates for kittiwake PVA models

SPA

 

Survivals

Productivity

S0->1

S1->2

S2->3

S3->4

SA

PA

Forth Islands

Mean

0.79

0.855

0.855

0.855

0.855

0.674

SD

0

0.067

0.067

0.067

0.067

0.357

Farne Islands

Mean

0.79

0.855

0.855

0.855

0.855

0.824

SD

0

0.067

0.067

0.067

0.067

0.316

Flamborough and Filey Coast

Mean

0.79

0.854

0.854

0.854

0.854

0.855

SD

0

0.077

0.077

0.077

0.077

0.331

Coquet Island

Mean

0.79

0.855

0.855

0.855

0.855

1.121

SD

0

0.067

0.067

0.067

0.067

0.277

St Abb's Head to Fast Castle

Mean

0.79

0.855

0.855

0.855

0.855

0.667

SD

0

0.067

0.067

0.067

0.067

0.334

Fowlsheugh

Mean

0.79

0.855

0.855

0.855

0.855

0.813

SD

0

0.067

0.067

0.067

0.067

0.336

Buchan Ness to Collieston Coast

Mean

0.79

0.855

0.855

0.855

0.855

0.632

SD

0

0.067

0.067

0.067

0.067

0.333

Troup, Pennan and Lion's Heads

Mean

0.79

0.855

0.855

0.855

0.855

1.068

SD

0

0.067

0.067

0.067

0.067

0.228

East Caithness Cliffs

Mean

0.79

0.854

0.854

0.854

0.854

1.043

SD

0

0.077

0.077

0.077

0.077

0.41

North Caithness Cliffs

Mean

0.79

0.854

0.854

0.854

0.854

0.89

SD

0

0.077

0.077

0.077

0.077

0.412

West Westray

Mean

0.79

0.812

0.812

0.812

0.812

0.537

SD

0

0.131

0.131

0.131

0.131

0.468

Eggs/pair: 2 (Snow and Perrins, 1998)

Age at first breeding: 4 (Horswill and Robinson, 2015)

 

Table 2.14:  References and comments on demographic rates specified for Kittiwake PVA models. 'SE' and 'SD' refer to standard error and standard deviation, respectively; “H&R” refers to Horswill and Robinson (2015)

SPA

Demographic parameter

Source

Comments

Forth Islands

PA

CEH (2018)

Annual breeding success data from Isle of May (2007 - 2016).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. National-level figure used (with SD fixed over time).

S1->2, …, SA

Jitlal et al. (2017)

Isle of May colony adult survival estimates (updated from Frederiksen et al 2004 - time-series: 1986 - 2002).

Farne Islands

PA

SMP (2022)

Annual breeding success data from Farne Islands (1987 - 2015).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameters as Kittiwake in Forth Islands.

S1->2, …, SA

Jitlal et al. (2017)

Flamborough and Filey Coast

PA

SMP (2022)

Annual breeding success data from Flamborough Head and Bempton Cliffs (1986 - 2019).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameters as Kittiwake in Forth Islands.

S1->2, …, SA

Jitlal et al. (2017)

Coquet Island

PA

SMP (2022)

Annual breeding success data from Coquet Island RSPB (1993 - 2019).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameters as Kittiwake in Forth Islands.

S1->2, …, SA

Jitlal et al. (2017)

St Abb’s Head to Fast Castle

PA

SMP (2022)

Annual breeding success data from St Abb’s Head NNR (1987 - 2019).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameters as Kittiwake in Forth Islands.

S1->2, …, SA

Jitlal et al. (2017)

Fowlsheugh

PA

SMP (2022)

Annual breeding success data from Fowlsheugh RSPB (1986 - 2021).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameters as Kittiwake in Forth Islands.

S1->2, …, SA

Jitlal et al. (2017)

Buchan Ness to Collieston Coast

PA

SMP (2022)

Annual breeding success data from Buchan Ness to Collieston (1989 - 2019).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameters as Kittiwake in Forth Islands.

S1->2, …, SA

Jitlal et al. (2017)

Troup, Pennan and Lion’s Heads

PA

SMP (2022)

Annual breeding success data from Troup & Lion’s Head RSPB (Coast & Reserve) (2011 - 2019).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameters as Kittiwake in Forth Islands.

S1->2, …, SA

Jitlal et al. (2017)

East Caithness Cliffs

PA

SMP (2022)

Annual breeding success data from Ires Geo, Rockhead, Creag na Cuinge 1 & Inver Hill (1986 - 1993; 2013). IMPORTANT NOTE: there is a 20-year gap in the time series, with the 2013 estimate being substantially lower than the average in earlier years. For now, assuming 2013 estimates are accurate and expressing breeding volatility in the region.

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. National-level figure used (with SD fixed over time).

S1->2, …, SA

Mobbs et al. (2020)

SPA-specific survival estimates not available. National level figures used.

North Caithness Cliffs

PA

SMP (2022)

Annual breeding success data from Skirza Head & Sandside Head 1 (1986 - 1993; 2013). IMPORTANT NOTE: there is a 20-year gap in the time series, with the 2013 estimate being 0. For now, assuming 2013 figure is accurate and expressing breeding volatility in the region.!

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. National-level figure used (with SD fixed over time).

S1->2, …, SA

Mobbs et al. (2020)

SPA-specific survival estimates not available. National level figures used.

West Westray

PA

SMP (2022)

Annual breeding success data from West Westray SPA (2010 - 2021).

S0->1

Horswill and Robinson (2015)

SPA-specific survival estimates not available. National-level figure used (with SD fixed over time).

S1->2, …, SA

Oro and Furness (2002)

SPA-specific survival estimates not available - Foula Island (Shetland) adult survival estimates adopted (time-series: 1987 - 1997).


2.7.5      Lesser black-backed gull

Table 2.15: Demographic rates for the Lesser Black-backed Gull PVA models

SPA

 

Survivals

Productivity

S0->1

S1->2

S2->3

S3->4

S4->5

SA

PA

Forth Islands

Mean

0.820

0.913

0.913

0.913

0.913

0.913

0.846

SD

0.000

0.022

0.022

0.022

0.022

0.022

0.303

Farne Islands

Mean

0.820

0.913

0.913

0.913

0.913

0.913

0.846

SD

0.000

0.022

0.022

0.022

0.022

0.022

0.303

Coquet Island

Mean

0.820

0.913

0.913

0.913

0.913

0.913

0.358

SD

0.000

0.022

0.022

0.022

0.022

0.022

0.527

Eggs/pair: 3 (Snow and Perrins, 1998)

Age at first breeding: 5 (Horswill and Robinson, 2015)


Table 2.16:  References and comments on demographic rates specified for Lesser Black-backed Gull PVA models. 'SE' and 'SD' refer to standard error and standard deviation, respectively; “H&R” refers to Horswill and Robinson (2015)

 

SPA

Demographic parameter

Source

Comments

Forth Islands

PA

SMP (2022)

Annual breeding success data from Isle of May (1989 - 2007).

S0->1

Harris (1970)

SPA-specific survival estimates not available. Used Mean based on data from Skomer, Skokholm and Grassholm Islands (Wales, time-series: 1968 - 1969) as per H&R. Furthermore, no SD estimate available for s0_1, thus assumed fixed over time (i.e., SD = 0).

S1->2, …, SA

Wanless et al. (1996)

Isle of May adult survival estimates (time-series: 1989 - 1992).

Farne Islands

PA

SMP (2022)

SPA-specific estimates not available. Used the same parameter values as Lesser Black-backed Gull in Forth Islands.

S0->1

Harris (1970)

SPA-specific survival estimates not available. Adopted the same parameter values as Lesser Black-backed Gull in Forth Islands.

S1->2, …, SA

Wanless et al. (1996)

Coquet Island

PA

SMP (2022)

Annual breeding success data from Coquet Island RSPB (2008 - 2019). Extremely small colony, with annual breeding success estimates based on low number of AOT counts (<30 per year). Still, estimates considered to be representative of the level and variability of annual productivity in the colony.

S0->1

Harris (1970)

SPA-specific survival estimates not available. Adopted the same parameter values as Lesser Black-backed Gull in Forth Islands.

S1->2, …, SA

Wanless et al. (1996)

 

2.7.6      Puffin

Table 2.17:  Demographic rates for the puffin PVA models

SPA

 

Survivals

Productivity

 

 

S0->1

S1->2

S2->3

S3->4

S4->5

SA

PA

Forth Islands

Mean

0.892

0.892

0.892

0.76

0.805

0.901

0.648

SD

0.046

0.046

0.046

0.093

0.083

0.091

0.157

Farne Islands

Mean

0.892

0.892

0.892

0.76

0.805

0.901

0.77

SD

0.046

0.046

0.046

0.093

0.083

0.091

0.176

North Caithness Cliffs

Mean

0.892

0.892

0.892

0.76

0.805

0.915

0.415

SD

0.046

0.046

0.046

0.093

0.083

0.11

0.212

Eggs/pair: 1 (Snow and Perrins, 1998)

Age at first breeding: 5 (Horswill and Robinson, 2015)


Table 2.18:  References and comments on demographic rates specified for Puffin PVA models. 'SE' and 'SD' refer to standard error and standard deviation, respectively; “H&R” refers to Horswill and Robinson (2015)

SPA

Demographic parameter

Source

Comments

Forth Islands

PA

CEH (2018)

Annual breeding success data from Isle of May (2007 - 2016). Historically low productivity in 2007 attributed to difficult feeding conditions and severe weather. Despite being extreme, observation was deemed accurate and thus included in the calculations.

S0->1, …, S2->3

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted estimates from colonies in New Brewick, Canada, as suggested by H&R. Following the original study (Breton et al., 2006), H&R provides a single mean (0.709) and SE (0.022, converted to SD = 0.108) for the first 3 age-classes. Corresponding annual mean rate computed as 0.709(1/3) = 0.892. Approximate annual SD (0.048) derived from 1000 draws from a beta distribution with mean = 0.709 and SD = 0.108

S3->4, …, S4->5

Horswill and Robinson (2015)

SEs reported in H&R converted to SDs to express inter-annual variability, following the same approach as Mobbs et al. (2020).

S->A

Lahoz-Monfort et al. (2011)

Isle of May adult survival estimates.

Farne Islands

PA

SMP (2022)

Annual breeding success data from Farne Islands (1994 - 2015).

S0->1, …, S2->3

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameter values as Puffin in Forth Islands

S3->4, …, S4->5

Horswill and Robinson (2015)

S->A

Lahoz-Monfort et al. (2011)

S3->4, …, S4->5

Horswill and Robinson (2015)

S->A

Lahoz-Monfort et al. (2011)

S3->4, …, S4->5

Horswill and Robinson (2015)

S->A

Lahoz-Monfort et al. (2011)

North Caithness Cliffs

PA

Cook and Robinson (2010)

SPA-specific estimates not available. Adopted figures based on data gathered from NW Scotland (Orkney and Shetland), as provided by the NEPVA Tool (Mobbs et al., 2020)

S0->1, …, S4->5

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameter values as Puffin in Forth Islands

S->A

Harris et al. (2005)

SPA-specific survival estimates not available. Parameters based on estimates from the Fair Isle colony (Shetland, time-series: 1990 - 2002)


2.7.7      Razorbill

SPA

 

Survivals

Productivity

 

 

S0->1

S1->2

S2->3

S3->4

S4->5

SA

PA

Forth Islands

Mean

0.794

0.794

0.910

0.910

0.910

0.910

0.564

SD

0.134

0.134

0.058

0.058

0.058

0.058

0.070

Farne Islands

Mean

0.794

0.794

0.910

0.910

0.910

0.910

0.679

SD

0.134

0.134

0.058

0.058

0.058

0.058

0.108

Flamborough and Filey Coast

Mean

0.794

0.794

0.910

0.910

0.910

0.910

0.630

SD

0.134

0.134

0.058

0.058

0.058

0.058

0.074

St Abb's Head to Fast Castle

Mean

0.794

0.794

0.910

0.910

0.910

0.910

0.679

SD

0.134

0.134

0.058

0.058

0.058

0.058

0.108

Fowlsheugh

Mean

0.794

0.794

0.910

0.910

0.910

0.910

0.459

SD

0.134

0.134

0.058

0.058

0.058

0.058

0.236

Troup, Pennan and Lion's Heads

Mean

0.794

0.794

0.910

0.910

0.910

0.910

0.459

SD

0.134

0.134

0.058

0.058

0.058

0.058

0.236

East Caithness Cliffs

Mean

0.794

0.794

0.910

0.910

0.910

0.910

0.459

SD

0.134

0.134

0.058

0.058

0.058

0.058

0.236

Eggs/pair: 1 (Snow and Perrins, 1998)

Age at first breeding: 5 (Horswill and Robinson, 2015)

Table 2.19: Demographic rates for the razorbill PVA models 

 

Table 2.20: References and comments on demographic rates specified for Razorbill PVA models. 'SE' and 'SD' refer to standard error and standard deviation, respectively; “H&R” refers to Horswill and Robinson (2015)

SPA

Demographic parameter

Source

Comments

Forth Islands

PA

CEH (2018)

Annual breeding success data from Isle of May (2007 - 2016).

S0->1, S1->2

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Using figures from colonies in Machias Seal Island and Gannet Islands, Canada, as suggested by H&R (time-series: 1995 - 2006). H&R provides a single mean (0.630) and SD (0.209) for the first 2 age-classes. Corresponding annual mean rate computed as 0.63(1/2) = 0.794. Approximate annual SD (0.134) derived from 1000 draws from a beta distribution with mean = 0.63 and SD = 0.209.

S2->3, …, SA

Jitlal et al. (2017)

Isle of May adult survival estimates (based on Lahoz-Monfort et al (2011, 2014).

Farne Islands

PA

SMP (2022)

Annual breeding success data from Farne Islands (1996 - 2015).

S0->1, S1->2

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameter values as Razorbill in Forth Islands

S2->3, …, SA

Jitlal et al. (2017)

Flamborough and Filey Coast

PA

SMP (2022)

Annual breeding success data from Flamborough Head and Bempton Cliffs (2009 - 2019).

S0->1, S1->2

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameter values as Razorbill in Forth Islands.

S2->3, …, SA

Jitlal et al. (2017)

St Abb’s Head to Fast Castle

PA

SMP (2022)

Used the same parameter values as Razorbill in Farne Islands. SPA-specific breeding success data available on the SMP database, but for a very sparse time-series (1992, 2008 & 2014). Preference given to the longer time-series available from the neighbouring Farne Islands colony.

S0->1, S1->2

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameter values as Razorbill in Forth Islands

S2->3, …, SA

Jitlal et al. (2017)

Fowlsheugh

PA

Horswill and Robinson (2015)

SPA-specific estimates not available. Northern UK figures used.

S0->1, S1->2

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameter values as Razorbill in Forth Islands

S2->3, …, SA

Jitlal et al. (2017)

S2->3, …, SA

Jitlal et al. (2017)

Troup, Pennan and Lion’s Heads

PA

Horswill and Robinson (2015)

SPA-specific estimates not available. Northern UK figures used instead

S0->1, S1->2

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameter values as Razorbill in Forth Islands

S2->3, …, SA

Jitlal et al. (2017)

East Caithness Cliffs

PA

Horswill and Robinson (2015)

SPA-specific estimates not available. Northern UK figures used instead

S0->1, S1->2

Horswill and Robinson (2015)

SPA-specific survival estimates not available. Adopted the same parameter values as Razorbill in Forth Islands

S2->3, …, SA

Jitlal et al. (2017)

2.8      Impact Scenarios: Incremental Additional Deaths

2.8 Impact Scenarios: Incremental Additional Deaths

Table 2.21: Range of impact scenarios, and respective incremental steps, evaluated under each population model, expressed in terms of additional adult deaths in the starting year. ‘0’ additional deaths denote the baseline/unimpacted population case. The upper figure of the range of increments was selected to be markedly larger than the expected mortalities under the impact scenarios

 

Species

SPA

Range of additional adult deaths

Additional deaths increments

Gannet

Forth Islands

0 - 2250

250

Flamborough and Filey Coast

0 - 1000

50

North Rona and Sula Sgeir

0 - 20

5

Fair Isle

0 - 50

5

Noss

0 – 105

5

Hermaness, Saxa Vord and Valla Field

0 – 150

10

Guillemot

Forth Islands

0 - 700

50

Farne Islands

0 - 400

25

St Abb's Head to Fast Castle

0 - 1500

100

Fowlsheugh

0 - 1500

100

Buchan Ness to Collieston Coast

0 - 200

10

Troup, Pennan and Lion's Heads

0 - 200

10

Herring gull

Forth Islands

0 - 80

10

Farne Islands

0 - 5

1

St Abb's Head to Fast Castle

0 - 5

1

Fowlsheugh

0 - 10

5

Kittiwake

Forth Islands

0 - 400

25

Farne Islands

0 - 200

10

Flamborough and Filey Coast

0 - 1000

50

Coquet Island

0 - 10

5

St Abb's Head to Fast Castle

0 - 800

50

Fowlsheugh

0 – 500

25

Buchan Ness to Collieston Coast

0 – 400

25

Troup, Pennan and Lion's Heads

0 – 200

10

East Caithness Cliffs

0 – 800

50

North Caithness Cliffs

0 – 200

10

West Westray

0 – 300

25

Lesser black-backed gull

Forth Islands

0 – 10

2

Farne Islands

0 – 10

2

Coquet Island

0 – 5

1

Puffin

Forth Islands

0 – 600

50

Farne Islands

0 – 200

10

North Caithness Cliffs

0 – 200

10

Razorbill

Forth Islands

0 – 400

25

Farne Islands

0 – 10

5

Flamborough and Filey Coast

0 – 600

50

St Abb's Head to Fast Castle

0 - 90

10

Fowlsheugh

0 - 200

10

Troup, Pennan and Lion's Heads

0 - 60

5

East Caithness Cliffs

0 - 500

25

 

3       PVA Outputs (Population Metrics)

3 PVA Outputs (Population Metrics)

  1. Outputs from PVAs can be voluminous and may be summarised in many ways. The key outputs from the PVA models are the counterfactuals of population growth rate and of population size (Searle et al., 2019). These are the ratios of the impacted to unimpacted (baseline) scenarios and allow meaningful interpretation of the predicted effects against the populations in question (Cook and Robinson, 2016). Developing guidance from the SNCBs including NS, and from MSS and RSPB Scotland, indicates that these are the metrics that will be used in making judgements on the viability of protected seabird populations.
  2. Testing the sensitivities of these metrics has suggested that counterfactual of growth rate is useful to illustrate impacts regardless of population status or trend (Cook and Robinson, 2016). Cook and Robinson (2016) also found the counterfactual of population size can be used to assess the population level effects of impacts for stable or increasing populations and may also offer a useful context for the counterfactual of growth rate. The ratio metrics have also been shown to be less sensitive to misspecification of input parameters compared to probabilistic metrics (Jitlal et al. 2017).
  3. The full list of outputs for the simulations run for the 40 species-SPA combinations previously listed are:
  • Plots of the adult population size projections through time, 0 - 50 years. A range of impact scenarios are presented in terms of varying additional adult mortalities, ranging from 0 (unimpacted) to a species/population-specific upper limit.
  • Plots comparing the 50th percentile points of the simulated impacted and unimpacted populations sizes through time.
  • Plots comparing the growth rates of simulated impacted and unimpacted populations, for a range of impact sizes.
  • Plots comparing the median of the impacted population size to centiles of the unimpacted, over a range of impact scenarios at the 35- and 50-year post-construction points.
  • A table of growth rates under varying impact scenarios, with several reference points expressed: the 2.5%, 50% & 97.5% points of the distribution of simulated rates. These are expressed for reference years at 35 and 50 years.
  • A table of metrics for specific mortality scenarios, potentially with differential adult and immature impacts, including adjustments for sabbaticals.
  1. The key outputs were discussed through the Ornithology Roadmap Process (meeting 4 – Technical Appendix 11.8 and follow up email with advice from NatureScot 26th January 2022).

3.1      Summaries of Specific Mortality Scenarios

3.1 Summaries of Specific Mortality Scenarios

The following tables 20 & 21 present summaries of the specific mortality scenarios for each of the 40 specified species/SPA combinations. Results are distilled to the years 2062 (35-year development lifespan) and 2077 (50-year development lifespan).

Table 3.1: 2062 projection – summary of specific mortality scenarios. Suffixes of 2.5% and 97.5% give the central 95% of projected/simulated population sizes

Species

SPA

Scenario

Estimated adult mortality

Estimated immature mortality

Unimpacted median population size

Unimpacted median population size (2.5%)

Unimpacted median population size (97.5%)

Impacted median population size

Impacted median population size (2.5%)

Impacted median population size (97.5%)

Gannet

Forth Islands SPA

Forth and Tay Consented developer approach

583.34

17.75

1057020

592306

1771243

952367

533712

1596707

Forth and Tay Consented Scoping approach a

610.70

18.93

1057020

592306

1771243

947664

531089

1588915

Forth and Tay Consented Scoping Approach b

822.44

28.12

1057020

592306

1771243

912148

511212

1529872

North Sea Consented developer approach

800.34

167.85

1057020

592306

1771243

900857

504410

1511404

North Sea Consented Scoping Approach a

827.70

174.03

1057020

592306

1771243

895868

501617

1503157

North Sea Consented Scoping Approach b

1112.84

239.72

1057020

592306

1771243

845416

473322

1419587

 (1) Project Alone: developer approach

154.14

5.55

1057020

592306

1771243

1028218

576163

1723310

 (2) Project Alone: Scoping approach a

183.04

6.73

1057020

592306

1771243

1023133

573331

1714865

 (2) Project Alone: Scoping approach b

245.17

10.82

1057020

592306

1771243

1011584

566890

1695683

Gannet 

Flamborough and Filey Coast

North Sea As-built: developer approach

301.88

35.78

243127

141247

386266

178439

103642

284277

North Sea As built Approach a

302.03

35.90

243127

141247

386266

178400

103619

284215

North Sea As-built: scoping approach b

438.26

48.92

243127

141247

386266

155369

90306

247696

North Sea Consented developer approach

351.48

36.38

243127

141247

386266

170211

98863

271189

North Sea Consented Scoping Approach a

351.99

36.51

243127

141247

386266

170114

98806

271039

North Sea Consented Scoping Approach b

487.86

49.52

243127

141247

386266

148144

86099

236140

Gannet

 

North Rona and Sula Sgeir

 

North Sea Consented developer approach

4.25

3.10

138982

76351

233225

137942

75772

231512

North Sea Consented Scoping Approach a

4.33

3.10

138982

76351

233225

137929

75765

231488

North Sea Consented Scoping Approach b

6.08

4.41

138982

76351

233225

137500

75526

230782

Gannet

 

Fair Isle

 

North Sea Consented developer approach

10.57

8.42

52106

30201

81721

49925

28918

78309

North Sea Consented Scoping Approach a

10.66

8.42

52106

30201

81721

49912

28910

78291

North Sea Consented Scoping Approach b

14.42

11.55

52106

30201

81721

49144

28460

77092

Gannet

 

Noss

 

North Sea Consented developer approach

35.08

28.51

166390

96170

268809

158088

91277

255457

North Sea Consented Scoping Approach a

35.37

27.72

166390

96170

268809

158122

91300

255514

North Sea Consented Scoping Approach b

48.68

37.93

166390

96170

268809

155137

89544

250711

Gannet

 

Hermaness, Saxa Vord and Valla Field

 

North Sea Consented developer approach

75.30

60.07

304501

169278

510148

286724

159231

480445

North Sea Consented Scoping Approach a

76.81

60.11

304501

169278

510148

286492

159103

480063

North Sea Consented Scoping Approach b

104.20

82.26

304501

169278

510148

280252

155580

469640

Guillemot

 

Forth Islands SPA

 

North Sea Consented developer approach

82.82

80.12

94669

56296

155126

85776

50937

140669

North Sea Consented Scoping Approach a

200.88

200.60

94669

56296

155126

74243

44006

121879

North Sea Consented Scoping Approach b

398.91

392.06

94669

56296

155126

58559

34573

96177

 (1) Project Alone: developer approach

37.42

36.62

94669

56296

155126

90522

53799

148393

 (2) Project Alone: Scoping approach a

91.58

91.20

94669

56296

155126

84774

50333

139040

 (2) Project Alone: Scoping approach b

180.51

178.26

94669

56296

155126

76174

45167

125045

Guillemot

 

St Abb’s Head to Fast Castle SPA

 

North Sea Consented developer approach

131.01

132.85

180897

103494

296677

165373

94593

271363

North Sea Consented Scoping Approach a

371.05

370.16

180897

103494

296677

140443

80216

230758

North Sea Consented Scoping Approach b

695.77

688.70

180897

103494

296677

112590

64146

185318

 (1) Project Alone: developer approach

110.84

109.62

180897

103494

296677

168035

96119

275714

 (2) Project Alone: Scoping approach a

310.95

311.66

180897

103494

296677

146287

83587

240251

 (2) Project Alone: Scoping approach b

576.12

573.96

180897

103494

296677

121918

69503

200519

Guillemot

 

Fowlsheugh SPA

 

North Sea Consented developer approach

154.10

149.42

269127

153973

441376

251032

143584

411908

North Sea Consented Scoping Approach a

430.29

423.20

269127

153973

441376

221233

126429

363302

North Sea Consented Scoping Approach b

800.04

781.75

269127

153973

441376

187032

106644

307532

 (1) Project Alone: developer approach

89.20

88.52

269127

153973

441376

258400

147820

423922

 (2) Project Alone: Scoping approach a

259.90

261.04

269127

153973

441376

238851

136609

391967

 (2) Project Alone: Scoping approach b

473.32

472.88

269127

153973

441376

216549

123726

355661

Guillemot

 

Farne Islands SPA

 

 (1) Project Alone: developer approach

36.92

40.21

372689

220897

595801

366107

216909

585471

 (2) Project Alone: Scoping approach a

79.84

88.67

372689

220897

595801

358473

212289

573519

 (2) Project Alone: Scoping approach b

167.20

183.90

372689

220897

595801

343474

203213

549959

Guillemot

 

Buchan Ness to Collieston Coast

 

Forth and Tay Consented developer approach

6.03

6.16

113267

65202

184901

112540

64784

183731

Forth and Tay Consented Scoping approach a

12.57

13.30

113267

65202

184901

111733

64323

182431

Forth and Tay Consented Scoping Approach b

27.10

28.09

113267

65202

184901

110012

63336

179665

North Sea Consented developer approach

8.53

8.06

113267

65202

184901

112272

64630

183302

North Sea Consented Scoping Approach a

18.77

17.91

113267

65202

184901

111079

63945

181383

North Sea Consented Scoping Approach b

39.30

37.09

113267

65202

184901

108753

62607

177640

 (1) Project Alone: developer approach

4.93

4.76

113267

65202

184901

112686

64867

183966

 (2) Project Alone: Scoping approach a

9.57

9.40

113267

65202

184901

112133

64551

183077

 (2) Project Alone: Scoping approach b

21.40

20.79

113267

65202

184901

110758

63761

180864

Guillemot

 

Troup, Pennan and Lion’s Heads

 

North Sea Consented developer approach

10.36

8.33

124264

81479

185271

122695

80441

182950

North Sea Consented Scoping Approach a

22.34

17.61

124264

81479

185271

120932

79274

180339

North Sea Consented Scoping Approach b

47.55

37.57

124264

81479

185271

117274

76851

174917

 (1) Project Alone: developer approach

2.47

2.19

124264

81479

185271

123648

81071

184359

 (2) Project Alone: Scoping approach a

5.19

4.70

124264

81479

185271

123153

80743

183625

 (2) Project Alone: Scoping approach b

11.10

9.97

124264

81479

185271

121665

79757

181415

Herring gull

 

Forth Islands SPA

 

North Sea Consented developer approach

15.17

4.04

116788

66486

200969

113124

64376

194811

North Sea Consented Scoping Approach

22.10

5.30

116788

66486

200969

111573

63478

192206

 (1) Project Alone: developer approach

10.17

1.74

116788

66486

200969

114459

65143

197071

 (2) Project Alone: Scoping approach

17.10

3.00

116788

66486

200969

112888

64237

194434

Herring gull

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

1.11

0.50

16451

9143

28431

16097

8942

27826

Forth and Tay Consented Scoping Approach

1.52

0.58

16451

9143

28431

15987

8879

27635

North Sea Consented developer approach

2.91

0.50

16451

9143

28431

15676

8698

27106

North Sea Consented Scoping Approach

3.32

0.58

16451

9143

28431

15568

8635

26926

 (1) Project Alone: developer approach

0.61

0.10

16451

9143

28431

16285

9048

28150

 (2) Project Alone: Scoping approach

1.02

0.18

16451

9143

28431

16174

8984

27957

Herring gull

 

St Abb’s Head to Fast Castle SPA

 

North Sea Consented developer approach

0.74

0.27

6349

3564

10753

6148

3450

10417

North Sea Consented Scoping Approach

1.06

0.33

6349

3564

10753

6075

3408

10294

 (1) Project Alone: developer approach

0.44

0.07

6349

3564

10753

6243

3503

10573

 (2) Project Alone: Scoping approach

0.76

0.13

6349

3564

10753

6166

3461

10452

Herring gull

 

Farne Islands SPA

 

 (1) Project Alone: developer approach

0.52

0.09

16280

9331

28159

16147

9255

27934

 (2) Project Alone: Scoping approach

0.87

0.15

16280

9331

28159

16057

9204

27787

Kittiwake

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

56.22

4.23

2423

897

5771

2018

742

4831

Forth and Tay Consented Scoping approach a

58.21

4.52

2423

897

5771

2004

737

4800

Forth and Tay Consented Scoping Approach b

77.22

6.44

2423

897

5771

1881

690

4513

North Sea Consented developer approach

64.82

8.33

2423

897

5771

1948

716

4667

North Sea Consented Scoping Approach a

68.21

9.42

2423

897

5771

1923

706

4610

North Sea Consented Scoping Approach b

89.92

12.54

2423

897

5771

1785

654

4289

 (1) Project Alone: developer approach

28.82

1.63

2423

897

5771

2208

814

5266

 (2) Project Alone: Scoping approach a

36.21

2.32

2423

897

5771

2156

794

5145

 (2) Project Alone: Scoping approach b

43.32

2.94

2423

897

5771

2106

775

5033

Kittiwake

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

141.70

10.80

13615

5563

31969

11720

4769

27630

Forth and Tay Consented Scoping approach a

155.35

12.51

13615

5563

31969

11548

4697

27229

Forth and Tay Consented Scoping Approach b

197.25

16.94

13615

5563

31969

11047

4485

26048

North Sea Consented developer approach

183.60

24.10

13615

5563

31969

11139

4527

26268

North Sea Consented Scoping Approach a

200.35

27.91

13615

5563

31969

10928

4438

25769

North Sea Consented Scoping Approach b

252.35

36.24

13615

5563

31969

10313

4185

24338

 (1) Project Alone: developer approach

87.03

4.90

13615

5563

31969

12436

5068

29284

 (2) Project Alone: Scoping approach a

109.05

7.01

13615

5563

31969

12143

4946

28608

 (2) Project Alone: Scoping approach b

130.45

8.84

13615

5563

31969

11869

4831

27977

Kittiwake

 

St Abb’s Head to Fast Castle SPA

 

Forth and Tay Consented developer approach

266.61

10.50

2695

1029

6567

1333

496

3312

Forth and Tay Consented Scoping approach a

323.33

12.94

2695

1029

6567

1147

424

2866

Forth and Tay Consented Scoping Approach b

388.73

16.15

2695

1029

6567

964

354

2422

North Sea Consented developer approach

275.71

15.00

2695

1029

6567

1291

480

3210

North Sea Consented Scoping Approach a

333.83

18.24

2695

1029

6567

1105

408

2763

North Sea Consented Scoping Approach b

402.23

22.95

2695

1029

6567

919

338

2312

 (1) Project Alone: developer approach

253.21

9.40

2695

1029

6567

1382

515

3432

 (2) Project Alone: Scoping approach a

312.63

11.94

2695

1029

6567

1181

437

2947

 (2) Project Alone: Scoping approach b

371.33

14.35

2695

1029

6567

1011

372

2538

Kittiwake

 

Farne Islands SPA

 

North Sea Consented developer approach

33.18

6.60

4867

2088

11242

4346

1863

10059

North Sea Consented Scoping Approach a

41.13

8.21

4867

2088

11242

4229

1811

9793

North Sea Consented Scoping Approach b

50.69

10.62

4867

2088

11242

4089

1750

9473

 (1) Project Alone: developer approach

23.18

1.50

4867

2088

11242

4527

1941

10468

 (2) Project Alone: Scoping approach a

29.33

2.21

4867

2088

11242

4437

1902

10267

 (2) Project Alone: Scoping approach b

35.19

2.82

4867

2088

11242

4354

1865

10079

Kittiwake

 

Buchan Ness to Collieston Coast

 

Forth and Tay Consented developer approach

14.16

4.65

4374

1680

11054

4279

1643

10820

Forth and Tay Consented Scoping approach a

20.77

7.24

4374

1680

11054

4235

1625

10708

Forth and Tay Consented Scoping Approach b

27.51

10.18

4374

1680

11054

4189

1607

10593

North Sea As-built: developer approach

63.36

19.25

4374

1680

11054

3972

1521

10055

North Sea As built Approach a

75.37

24.54

4374

1680

11054

3895

1491

9862

North Sea As-built: scoping approach b

93.11

32.78

4374

1680

11054

3782

1448

9581

North Sea Consented developer approach

68.16

21.75

4374

1680

11054

3940

1509

9974

North Sea Consented Scoping Approach a

80.17

27.04

4374

1680

11054

3863

1479

9783

North Sea Consented Scoping Approach b

97.91

35.28

4374

1680

11054

3751

1436

9504

 (1) Project Alone: developer approach

11.06

2.95

4374

1680

11054

4302

1652

10877

 (2) Project Alone: Scoping approach a

16.47

4.94

4374

1680

11054

4266

1637

10786

 (2) Project Alone: Scoping approach b

21.01

6.58

4374

1680

11054

4236

1625

10711

Kittiwake

 

Troup, Pennan and Lion’s Heads

 

North Sea As-built: developer approach

60.06

23.44

39032

18949

77565

35748

17332

71080

North Sea As built Approach a

69.77

29.39

39032

18949

77565

35184

17055

69972

North Sea As-built: scoping approach b

96.82

39.79

39032

18949

77565

33826

16385

67277

North Sea Consented developer approach

65.66

26.44

39032

18949

77565

35434

17177

70461

North Sea Consented Scoping Approach a

75.47

32.39

39032

18949

77565

34871

16903

69354

North Sea Consented Scoping Approach b

102.52

42.79

39032

18949

77565

33525

16237

66684

 (1) Project Alone: developer approach

9.01

3.34

39032

18949

77565

38542

18707

76598

 (2) Project Alone: Scoping approach a

14.07

5.69

39032

18949

77565

38232

18555

75985

 (2) Project Alone: Scoping approach b

18.42

7.59

39032

18949

77565

37983

18431

75496

Kittiwake

 

East Caithness cliffs

 

North Sea As-built: develper approach

276.52

74.45

73730

26112

193756

62464

22102

164899

North Sea As built Approach a

277.61

88.37

73730

26112

193756

62125

21978

163990

North Sea As-built: scoping approach b

395.62

120.80

73730

26112

193756

57868

20486

153026

North Sea Consented developer approach

291.92

82.55

73730

26112

193756

61805

21869

163209

North Sea Consented Scoping Approach a

293.11

96.47

73730

26112

193756

61467

21745

162305

North Sea Consented Scoping Approach b

411.12

128.90

73730

26112

193756

57257

20269

151428

 (1) Project Alone: developer approach

18.39

8.85

73730

26112

193756

72825

25786

191428

 (2) Project Alone: Scoping approach a

30.71

15.17

73730

26112

193756

72214

25567

189858

 (2) Project Alone: Scoping approach b

41.12

20.30

73730

26112

193756

71707

25386

188554

Kittiwake

 

North Caithness Cliffs SPA

 

North Sea As-built: developer approach

35.94

15.62

5333

1765

15194

4559

1504

13017

North Sea As built Approach a

43.42

19.81

5333

1765

15194

4402

1452

12582

North Sea As-built: scoping approach b

58.71

26.59

5333

1765

15194

4113

1356

11786

North Sea Consented developer approach

39.84

17.62

5333

1765

15194

4478

1477

12794

North Sea Consented Scoping Approach a

47.22

21.81

5333

1765

15194

4326

1426

12372

North Sea Consented Scoping Approach b

62.51

28.59

5333

1765

15194

4041

1331

11588

 (1) Project Alone: developer approach

4.54

2.22

5333

1765

15194

5226

1729

14891

 (2) Project Alone: Scoping approach a

7.62

3.81

5333

1765

15194

5153

1704

14687

 (2) Project Alone: Scoping approach b

10.21

5.09

5333

1765

15194

5094

1685

14519

Kittiwake

 

Coquet island

 

North Sea Consented developer approach

1.70

0.70

1995

960

3977

1885

906

3761

North Sea Consented Scoping Approach a

2.09

0.80

1995

960

3977

1863

895

3718

North Sea Consented Scoping Approach b

2.74

1.10

1995

960

3977

1822

875

3634

 (1) Project Alone: developer approach

0.30

0.00

1995

960

3977

1979

952

3947

 (2) Project Alone: Scoping approach a

0.49

0.00

1995

960

3977

1969

947

3928

 (2) Project Alone: Scoping approach b

0.64

0.00

1995

960

3977

1962

943

3911

Kittiwake

 

Flamborough and Filey Coast

 

North Sea As-built: develper approach

410.67

61.14

55022

20972

134598

48233

18362

118531

North Sea As built Approach a

441.91

76.92

55022

20972

134598

47654

18137

117123

North Sea As-built: scoping approach b

491.30

101.50

55022

20972

134598

46756

17789

114941

North Sea Consented developer approach

445.57

70.34

55022

20972

134598

47665

18141

117160

North Sea Consented Scoping Approach a

476.81

86.02

55022

20972

134598

47094

17920

115772

North Sea Consented Scoping Approach b

526.17

110.58

55022

20972

134598

46207

17576

113615

 (1) Project Alone: developer approach

17.05

8.24

55022

20972

134598

54665

20833

133735

 (2) Project Alone: Scoping approach a

28.51

14.12

55022

20972

134598

54422

20739

133151

 (2) Project Alone: Scoping approach b

38.17

18.88

55022

20972

134598

54220

20661

132664

Kittiwake

 

West Westray

 

North Sea As-built: developer approach

35.60

17.94

47

6

295

36

4

227

North Sea As built Approach a

45.84

22.92

47

6

295

33

4

211

North Sea As-built: scoping approach b

61.72

30.85

47

6

295

29

4

187

North Sea Consented developer approach

40.20

20.34

47

6

295

35

4

219

North Sea Consented Scoping Approach a

50.54

25.32

47

6

295

32

4

203

North Sea Consented Scoping Approach b

66.32

33.25

47

6

295

28

3

181

 (1) Project Alone: developer approach

5.10

2.64

47

6

295

45

6

284

 (2) Project Alone: Scoping approach a

9.04

4.52

47

6

295

44

5

276

 (2) Project Alone: Scoping approach b

12.12

6.05

47

6

295

43

5

270

Lesser Black-backed gull

Forth Islands SPA

 (1) Project Alone: developer approach

1.97

0.30

18768

11852

29401

18527

11697

29032

 (2) Project Alone: Scoping approach

2.76

0.42

18768

11852

29401

18431

11635

28885

Lesser Black-backed gull

Farne Islands SPA

 (1) Project Alone: developer approach

0.51

0.08

6852

4312

10828

6784

4268

10722

 (2) Project Alone: Scoping approach

0.72

0.11

6852

4312

10828

6757

4252

10683

Lesser Black-backed gull

Coquet SPA

 (1) Project Alone: developer approach

0.01

0.00

13

4

43

13

4

43

 (2) Project Alone: Scoping approach

0.01

0.00

13

4

43

13

4

43

Puffin

 

Forth Islands SPA

 

North Sea Consented developer approach

44.31

51.11

243955

96523

542889

238783

94423

531535

North Sea Consented Scoping Approach a

159.39

183.80

243955

96523

542889

225847

89177

503131

North Sea Consented Scoping Approach b

265.10

306.16

243955

96523

542889

214574

84601

478373

 (1) Project Alone: developer approach

5.11

6.01

243955

96523

542889

243348

96276

541558

 (2) Project Alone: Scoping approach a

18.19

21.44

243955

96523

542889

241799

95648

538155

 (2) Project Alone: Scoping approach b

29.80

35.56

243955

96523

542889

240414

95085

535113

Puffin

 

Farne Islands SPA

 

North Sea Consented developer approach

4.82

6.69

483381

196815

1079847

482229

196336

1077315

North Sea Consented Scoping Approach a

17.31

23.75

483381

196815

1079847

479280

195110

1070825

North Sea Consented Scoping Approach b

28.80

39.44

483381

196815

1079847

476592

193989

1064891

 (1) Project Alone: developer approach

3.62

4.89

483381

196815

1079847

482525

196462

1077968

 (2) Project Alone: Scoping approach a

12.91

17.45

483381

196815

1079847

480338

195552

1073157

 (2) Project Alone: Scoping approach b

21.40

28.94

483381

196815

1079847

478355

194725

1068778

Puffin

 

North Caithness Cliffs SPA

 

North Sea Consented developer approach

8.23

8.51

3047

779

9437

2690

685

8366

North Sea Consented Scoping Approach a

29.48

30.67

3047

779

9437

1942

488

6123

North Sea Consented Scoping Approach b

49.15

51.12

3047

779

9437

1436

356

4597

Razorbill

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

13.56

11.86

28645

14780

51528

26690

13766

48091

Forth and Tay Consented Scoping approach a

44.82

40.11

28645

14780

51528

22638

11654

40915

Forth and Tay Consented Scoping Approach b

77.28

69.01

28645

14780

51528

19080

9795

34602

North Sea Consented developer approach

17.26

14.06

28645

14780

51528

26248

13534

47305

North Sea Consented Scoping Approach a

49.32

42.61

28645

14780

51528

22189

11419

40115

North Sea Consented Scoping Approach b

90.58

76.71

28645

14780

51528

17963

9215

32605

 (1) Project Alone: developer approach

3.56

3.06

28645

14780

51528

28122

14508

50610

 (2) Project Alone: Scoping approach a

10.62

9.51

28645

14780

51528

27087

13972

48794

 (2) Project Alone: Scoping approach b

18.98

17.31

28645

14780

51528

25906

13356

46708

Razorbill

 

St Abb’s Head to Fast Castle SPA

 

Forth and Tay Consented developer approach

3.22

3.05

23085

12393

41063

22346

11989

39764

Forth and Tay Consented Scoping approach a

9.69

9.70

23085

12393

41063

20883

11188

37188

Forth and Tay Consented Scoping Approach b

17.32

16.91

23085

12393

41063

19326

10339

34451

North Sea Consented developer approach

4.92

4.05

23085

12393

41063

22023

11814

39196

North Sea Consented Scoping Approach a

11.79

10.90

23085

12393

41063

20512

10986

36537

North Sea Consented Scoping Approach b

23.52

20.51

23085

12393

41063

18327

9795

32688

 (1) Project Alone: developer approach

2.62

2.65

23085

12393

41063

22466

12054

39975

 (2) Project Alone: Scoping approach a

8.29

8.70

23085

12393

41063

21150

11333

37661

 (2) Project Alone: Scoping approach b

14.42

14.91

23085

12393

41063

19840

10618

35354

Razorbill

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

15.64

12.85

29933

12538

65441

28834

12077

63086

Forth and Tay Consented Scoping approach a

50.93

42.76

29933

12538

65441

26485

11086

58013

Forth and Tay Consented Scoping Approach b

88.25

73.38

29933

12538

65441

24224

10137

53142

North Sea Consented developer approach

20.74

15.75

29933

12538

65441

28527

11947

62426

North Sea Consented Scoping Approach a

57.23

46.46

29933

12538

65441

26134

10938

57257

North Sea Consented Scoping Approach b

106.70

84.18

29933

12538

65441

23293

9743

51130

 (1) Project Alone: developer approach

4.34

3.25

29933

12538

65441

29635

12412

64801

 (2) Project Alone: Scoping approach a

12.73

9.76

29933

12538

65441

29059

12170

63568

 (2) Project Alone: Scoping approach b

22.95

17.38

29933

12538

65441

28382

11887

62117

Razorbill

 

Troup, Pennan and Lion’s Heads

 

North Sea Consented developer approach

4.05

2.50

10168

4258

22231

9909

4150

21679

North Sea Consented Scoping Approach a

6.06

3.95

10168

4258

22231

9777

4094

21395

North Sea Consented Scoping Approach b

15.65

9.79

10168

4258

22231

9201

3851

20160

 (1) Project Alone: developer approach

0.75

0.52

10168

4258

22231

10118

4237

22125

 (2) Project Alone: Scoping approach a

1.46

1.05

10168

4258

22231

10069

4217

22021

 (2) Project Alone: Scoping approach b

3.25

2.29

10168

4258

22231

9951

4166

21768

Razorbill

 

Farne Islands SPA

 

North Sea Consented developer approach

0.50

0.20

3988

2118

7206

3884

2063

7021

North Sea Consented Scoping Approach a

0.62

0.50

3988

2118

7206

3829

2033

6926

North Sea Consented Scoping Approach b

1.76

1.20

3988

2118

7206

3578

1899

6474

 (1) Project Alone: developer approach

0.10

0.08

3988

2118

7206

3963

2105

7162

 (2) Project Alone: Scoping approach a

0.22

0.20

3988

2118

7206

3928

2086

7100

 (2) Project Alone: Scoping approach b

0.46

0.40

3988

2118

7206

3867

2053

6989

Razorbill

 

East Caithness cliffs

 

North Sea Consented developer approach

48.02

32.17

65650

29085

143345

62627

27723

136825

North Sea Consented Scoping Approach a

113.00

80.21

65650

29085

143345

58617

25920

128166

North Sea Consented Scoping Approach b

228.38

157.57

65650

29085

143345

52316

23087

114547

 (1) Project Alone: developer approach

3.92

2.57

65650

29085

143345

65400

28972

142807

 (2) Project Alone: Scoping approach a

5.30

3.51

65650

29085

143345

65311

28932

142614

 (2) Project Alone: Scoping approach b

14.78

9.77

65650

29085

143345

64709

28661

141317

Razorbill

 

Flamborough and Filey Coast

 

North Sea Consented developer approach

41.90

12.10

192211

102337

335748

186098

99093

325181

North Sea Consented Scoping Approach a

102.78

14.79

192211

102337

335748

178834

95189

312660

North Sea Consented Scoping Approach b

203.34

43.94

192211

102337

335748

165511

87925

289492

 (1) Project Alone: developer approach

3.00

2.17

192211

102337

335748

191647

102033

334768

 (2) Project Alone: Scoping approach a

3.78

2.79

192211

102337

335748

191495

101951

334505

 (2) Project Alone: Scoping approach b

11.04

8.04

192211

102337

335748

190137

101221

332153

 

Table 3.2:  2077 projection – summary of specific mortality scenarios. Suffixes of 2.5% and 97.5% give the central 95% of projected/simulated population sizes

Species

SPA

Scenario

Estimated adult mortality

Estimated immature mortality

Unimpacted median population size

Unimpacted median population size (2.5%)

Unimpacted median population size (97.5%)

Impacted median population size

Impacted median population size (2.5%)

Impacted median population size (97.5%)

Gannet

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

583.34

17.75

1946799

987991

3466133

1680845

853159

2995590

Forth and Tay Consented Scoping approach a

610.70

18.93

1946799

987991

3466133

1669167

847258

2974995

Forth and Tay Consented Scoping Approach b

822.44

28.12

1946799

987991

3466133

1582193

802935

2820552

North Sea Consented developer approach

800.34

167.85

1946799

987991

3466133

1553444

787755

2771071

North Sea Consented Scoping Approach a

827.70

174.03

1946799

987991

3466133

1541333

781611

2749721

North Sea Consented Scoping Approach b

1112.84

239.72

1946799

987991

3466133

1420659

720170

2536132

 (1) Project Alone: developer approach

154.14

5.55

1946799

987991

3466133

1872658

950274

3334585

 (2) Project Alone: Scoping approach a

183.04

6.73

1946799

987991

3466133

1859720

943699

3311649

 (2) Project Alone: Scoping approach b

243.24

10.82

1946799

987991

3466133

1830410

928799

3259729

Gannet

 

Flamborough and Filey Coast

 

North Sea As-built: developer approach

301.88

35.78

504371

268580

871782

325679

173047

563389

North Sea As built Approach a

302.03

35.90

504371

268580

871782

325578

172994

563218

North Sea As-built: scoping approach b

438.26

48.92

504371

268580

871782

267979

142317

464201

North Sea Consented developer approach

351.48

36.38

504371

268580

871782

304501

161783

526945

North Sea Consented Scoping Approach a

351.99

36.51

504371

268580

871782

304257

161652

526526

North Sea Consented Scoping Approach b

487.86

49.52

504371

268580

871782

250668

133096

434411

Gannet

 

North Rona and Sula Sgeir

 

North Sea Consented developer approach

4.25

3.10

243141

122494

437074

240562

121179

432495

North Sea Consented Scoping Approach a

4.33

3.10

243141

122494

437074

240529

121161

432439

North Sea Consented Scoping Approach b

6.08

4.41

243141

122494

437074

239468

120621

430554

Gannet

 

Fair Isle

 

North Sea Consented developer approach

10.57

8.42

94613

50903

161865

89022

47860

152382

North Sea Consented Scoping Approach a

10.66

8.42

94613

50903

161865

88992

47843

152330

North Sea Consented Scoping Approach b

14.42

11.55

94613

50903

161865

87058

46787

149040

Gannet

 

Noss

 

North Sea Consented developer approach

35.08

28.51

310428

166490

527785

288556

154569

491012

North Sea Consented Scoping Approach a

35.37

27.72

310428

166490

527785

288655

154624

491167

North Sea Consented Scoping Approach b

48.68

37.93

310428

166490

527785

280914

150409

478135

Gannet

 

Hermaness, Saxa Vord and Valla Field

 

North Sea Consented developer approach

75.30

60.07

533584

269654

950432

489847

247299

873091

North Sea Consented Scoping Approach a

76.81

60.11

533584

269654

950432

489294

247025

872110

North Sea Consented Scoping Approach b

104.20

82.26

533584

269654

950432

474217

239342

845439

Guillemot

 

Forth Islands SPA

 

North Sea Consented developer approach

82.82

80.12

136427

73734

242852

118627

63993

211129

North Sea Consented Scoping Approach a

200.88

200.60

136427

73734

242852

96642

52016

172026

North Sea Consented Scoping Approach b

398.91

392.06

136427

73734

242852

68929

36970

122733

 (1) Project Alone: developer approach

37.42

36.62

136427

73734

242852

128047

69144

227911

 (2) Project Alone: Scoping approach a

91.58

91.20

136427

73734

242852

116666

62918

207626

 (2) Project Alone: Scoping approach b

180.51

178.26

136427

73734

242852

100240

53972

178429

Guillemot

 

St Abb’s Head to Fast Castle SPA

 

North Sea Consented developer approach

131.01

132.85

260376

138288

454623

229270

121564

400769

North Sea Consented Scoping Approach a

371.05

370.16

260376

138288

454623

181783

96211

318407

North Sea Consented Scoping Approach b

695.77

688.70

260376

138288

454623

132798

70034

233282

 (1) Project Alone: developer approach

110.84

109.62

260376

138288

454623

234510

124387

409850

 (2) Project Alone: Scoping approach a

310.95

311.66

260376

138288

454623

192622

101963

337174

 (2) Project Alone: Scoping approach b

576.12

573.96

260376

138288

454623

148660

78480

261009

Guillemot

 

Fowlsheugh SPA

 

North Sea Consented developer approach

154.10

149.42

387371

205735

676360

350948

186187

613336

North Sea Consented Scoping Approach a

430.29

423.20

387371

205735

676360

293374

155282

513429

North Sea Consented Scoping Approach b

800.04

781.75

387371

205735

676360

231005

122019

405346

 (1) Project Alone: developer approach

89.20

88.52

387371

205735

676360

365673

194098

638795

 (2) Project Alone: Scoping approach a

259.91

261.04

387371

205735

676360

327053

173306

571916

 (2) Project Alone: Scoping approach b

473.32

472.88

387371

205735

676360

284541

150613

498105

Guillemot

 

Farne Islands SPA

 

 (1) Project Alone: developer approach

36.92

40.21

620412

346131

1096507

604955

337405

1069384

 (2) Project Alone: Scoping approach a

79.84

88.67

620412

346131

1096507

587201

327374

1038311

 (2) Project Alone: Scoping approach b

167.20

183.90

620412

346131

1096507

552745

307903

977807

Guillemot

 

Buchan Ness to Collieston Coast

 

Forth and Tay Consented developer approach

6.03

6.16

163160

89006

292409

161674

88193

289762

Forth and Tay Consented Scoping approach a

12.57

13.30

163160

89006

292409

160031

87293

286832

Forth and Tay Consented Scoping Approach b

27.10

28.09

163160

89006

292409

156557

85384

280621

North Sea Consented developer approach

8.53

8.06

163160

89006

292409

161130

87895

288793

North Sea Consented Scoping Approach a

18.77

17.91

163160

89006

292409

158710

86567

284475

North Sea Consented Scoping Approach b

39.30

37.09

163160

89006

292409

154028

83990

276115

 (1) Project Alone: developer approach

4.93

4.76

163160

89006

292409

161973

88356

290295

 (2) Project Alone: Scoping approach a

9.57

9.40

163160

89006

292409

160847

87740

288289

 (2) Project Alone: Scoping approach b

21.40

20.79

163160

89006

292409

158060

86210

283315

Guillemot

 

Troup, Pennan and Lion’s Heads

 

North Sea Consented developer approach

10.36

8.33

195445

121032

308641

191956

118866

303158

North Sea Consented Scoping Approach a

22.34

17.61

195445

121032

308641

188049

116440

297022

North Sea Consented Scoping Approach b

47.55

37.57

195445

121032

308641

180005

111433

284405

 (1) Project Alone: developer approach

2.47

2.19

195445

121032

308641

194072

120180

306482

 (2) Project Alone: Scoping approach a

5.19

4.7

195445

121032

308641

192971

119497

304749

 (2) Project Alone: Scoping approach b

11.10

9.97

195445

121032

308641

189662

117445

299549

Herring gull

 

Forth Islands SPA

 

North Sea Consented developer approach

15.17

4.04

269483

142562

499062

257643

136232

477655

North Sea Consented Scoping Approach

22.10

5.30

269483

142562

499062

252678

133568

468664

 (1) Project Alone: developer approach

10.17

1.74

269483

142562

499062

261933

138524

485465

 (2) Project Alone: Scoping approach

17.10

3.00

269483

142562

499062

256884

135813

476345

Herring gull

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

1.11

0.50

38196

19705

70443

37054

19104

68368

Forth and Tay Consented Scoping Approach

1.52

0.58

38196

19705

70443

36688

18913

67706

North Sea Consented developer approach

2.91

0.50

38196

19705

70443

35695

18385

65941

North Sea Consented Scoping Approach

3.32

0.58

38196

19705

70443

35346

18200

65315

 (1) Project Alone: developer approach

0.61

0.10

38196

19705

70443

37664

19427

69483

 (2) Project Alone: Scoping approach

1.02

0.18

38196

19705

70443

37300

19229

68825

Herring gull

 

St Abb’s Head to Fast Castle SPA

 

North Sea Consented developer approach

0.74

0.27

14646

7551

27064

14001

7207

25879

North Sea Consented Scoping Approach

1.06

0.33

14646

7551

27064

13767

7086

25456

 (1) Project Alone: developer approach

0.44

0.07

14646

7551

27064

14301

7367

26441

 (2) Project Alone: Scoping approach

0.76

0.13

14646

7551

27064

14066

7237

26005

Herring gull

 

Farne Islands SPA

 

 (1) Project Alone: developer approach

0.52

0.09

37662

19971

71278

37232

19737

70489

 (2) Project Alone: Scoping approach

0.87

0.15

37662

19971

71278

36944

19582

69960

Kittiwake

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

56.22

4.23

1457

475

4100

1124

365

3185

Forth and Tay Consented Scoping approach a

58.21

4.52

1457

475

4100

1114

361

3156

Forth and Tay Consented Scoping Approach b

77.22

6.44

1457

475

4100

1019

329

2892

North Sea Consented developer approach

64.82

8.33

1457

475

4100

1069

347

3032

North Sea Consented Scoping Approach a

68.21

9.42

1457

475

4100

1050

340

2978

North Sea Consented Scoping Approach b

89.92

12.54

1457

475

4100

946

305

2688

 (1) Project Alone: developer approach

28.82

1.63

1457

475

4100

1278

415

3608

 (2) Project Alone: Scoping approach a

36.21

2.32

1457

475

4100

1235

401

3490

 (2) Project Alone: Scoping approach b

43.32

2.94

1457

475

4100

1195

388

3379

Kittiwake

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

141.70

10.80

10858

3858

28376

8795

3120

23127

Forth and Tay Consented Scoping approach a

155.35

12.51

10858

3858

28376

8611

3053

22663

Forth and Tay Consented Scoping Approach b

197.25

16.94

10858

3858

28376

8083

2863

21316

North Sea Consented developer approach

183.60

24.10

10858

3858

28376

8182

2899

21549

North Sea Consented Scoping Approach a

200.35

27.91

10858

3858

28376

7961

2819

20982

North Sea Consented Scoping Approach b

252.35

36.24

10858

3858

28376

7335

2595

19384

 (1) Project Alone: developer approach

87.03

4.90

10858

3858

28376

9561

3393

25072

 (2) Project Alone: Scoping approach a

109.05

7.01

10858

3858

28376

9245

3281

24268

 (2) Project Alone: Scoping approach b

130.45

8.84

10858

3858

28376

8953

3176

23531

Kittiwake

 

St Abb’s Head to Fast Castle SPA

 

Forth and Tay Consented developer approach

266.61

10.50

1633

544

4647

605

195

1756

Forth and Tay Consented Scoping approach a

323.33

12.94

1633

544

4647

489

157

1423

Forth and Tay Consented Scoping Approach b

388.73

16.15

1633

544

4647

382

121

1120

North Sea Consented developer approach

275.71

15.00

1633

544

4647

578

186

1680

North Sea Consented Scoping Approach a

333.83

18.24

1633

544

4647

464

148

1352

North Sea Consented Scoping Approach b

402.23

22.95

1633

544

4647

357

113

1048

 (1) Project Alone: developer approach

253.21

9.40

1633

544

4647

636

205

1848

 (2) Project Alone: Scoping approach a

312.63

11.94

1633

544

4647

510

163

1484

 (2) Project Alone: Scoping approach b

371.33

14.35

1633

544

4647

409

130

1198

Kittiwake

 

Farne Islands SPA

 

North Sea Consented developer approach

33.18

6.60

3998

1495

10192

3407

1270

8707

North Sea Consented Scoping Approach a

41.13

8.21

3998

1495

10192

3278

1222

8384

North Sea Consented Scoping Approach b

50.69

10.62

3998

1495

10192

3125

1164

7999

 (1) Project Alone: developer approach

23.18

1.50

3998

1495

10192

3608

1346

9215

 (2) Project Alone: Scoping approach a

29.33

2.21

3998

1495

10192

3508

1308

8963

 (2) Project Alone: Scoping approach b

35.19

2.82

3998

1495

10192

3415

1273

8730

Kittiwake

 

Buchan Ness to Collieston Coast

 

Forth and Tay Consented developer approach

14.16

4.65

2497

831

7121

2421

806

6908

Forth and Tay Consented Scoping approach a

20.77

7.24

2497

831

7121

2386

794

6807

Forth and Tay Consented Scoping Approach b

27.51

10.18

2497

831

7121

2349

781

6703

North Sea As-built: develper approach

63.36

19.25

2497

831

7121

2180

725

6227

North Sea As built Approach a

75.37

24.54

2497

831

7121

2120

705

6058

North Sea As-built: scoping approach b

93.11

32.78

2497

831

7121

2034

676

5815

North Sea Consented developer approach

68.16

21.75

2497

831

7121

2155

716

6156

North Sea Consented Scoping Approach a

80.17

27.04

2497

831

7121

2096

697

5989

North Sea Consented Scoping Approach b

97.91

35.28

2497

831

7121

2010

668

5749

 (1) Project Alone: developer approach

11.06

2.95

2497

831

7121

2440

812

6959

 (2) Project Alone: Scoping approach a

16.47

4.94

2497

831

7121

2411

803

6877

 (2) Project Alone: Scoping approach b

21.01

6.58

2497

831

7121

2387

794

6809

Kittiwake

 

Troup, Pennan and Lion’s Heads

 

North Sea As-built: develper approach

60.06

23.44

46997

19922

104504

41516

17576

92414

North Sea As built Approach a

69.77

29.39

46997

19922

104504

40594

17182

90384

North Sea As-built: scoping approach b

96.82

39.79

46997

19922

104504

38391

16241

85524

North Sea Consented developer approach

65.66

26.44

46997

19922

104504

41001

17357

91281

North Sea Consented Scoping Approach a

75.47

32.39

46997

19922

104504

40084

16964

89260

North Sea Consented Scoping Approach b

102.52

42.79

46997

19922

104504

37907

16035

84456

 (1) Project Alone: developer approach

8.66

3.34

46997

19922

104504

46166

19567

102670

 (2) Project Alone: Scoping approach a

14.07

5.69

46997

19922

104504

45641

19342

101518

 (2) Project Alone: Scoping approach b

18.42

7.59

46997

19922

104504

45224

19164

100595

Kittiwake

 

East Caithness cliffs

 

North Sea As-built: develper approach

276.52

74.45

84181

26789

240755

66603

21089

190803

North Sea As built Approach a

277.61

88.37

84181

26789

240755

66103

20935

189402

North Sea As-built: scoping approach b

395.62

120.80

84181

26789

240755

59772

18875

171411

North Sea Consented developer approach

291.92

82.55

84181

26789

240755

65613

20768

187992

North Sea Consented Scoping Approach a

293.11

96.47

84181

26789

240755

65110

20616

186593

North Sea Consented Scoping Approach b

411.12

128.90

84181

26789

240755

58878

18586

168869

 (1) Project Alone: developer approach

18.39

8.85

84181

26789

240755

82726

26321

236629

 (2) Project Alone: Scoping approach a

30.71

15.17

84181

26789

240755

81749

26008

233863

 (2) Project Alone: Scoping approach b

41.12

20.30

84181

26789

240755

80946

25748

231571

Kittiwake

 

North Caithness Cliffs SPA

 

North Sea As-built: develper approach

35.94

15.62

4768

1369

15463

3822

1092

12434

North Sea As built Approach a

43.42

19.81

4768

1369

15463

3638

1039

11846

North Sea As-built: scoping approach b

58.71

26.59

4768

1369

15463

3306

943

10788

North Sea Consented developer approach

39.84

17.62

4768

1369

15463

3728

1065

12130

North Sea Consented Scoping Approach a

47.22

21.81

4768

1369

15463

3549

1013

11561

North Sea Consented Scoping Approach b

62.51

28.59

4768

1369

15463

3225

920

10528

 (1) Project Alone: developer approach

4.54

2.22

4768

1369

15463

4633

1329

15032

 (2) Project Alone: Scoping approach a

7.62

3.81

4768

1369

15463

4543

1303

14742

 (2) Project Alone: Scoping approach b

10.21

5.09

4768

1369

15463

4469

1282

14506

Kittiwake

 

Coquet island

 

North Sea Consented developer approach

1.70

0.70

2605

1110

5755

2406

1024

5322

North Sea Consented Scoping Approach a

2.09

0.80

2605

1110

5755

2366

1006

5234

North Sea Consented Scoping Approach b

2.74

1.10

2605

1110

5755

2292

974

5070

 (1) Project Alone: developer approach

0.30

0.00

2605

1110

5755

2576

1097

5696

 (2) Project Alone: Scoping approach a

0.49

0.00

2605

1110

5755

2560

1090

5657

 (2) Project Alone: Scoping approach b

0.64

0.00

2605

1110

5755

2544

1083

5624

Kittiwake

 

Flamborough and Filey Coast

 

North Sea As-built: develper approach

410.67

61.14

45556

14847

128812

37900

12277

107535

North Sea As built Approach a

441.91

76.92

45556

14847

128812

37255

12063

105728

North Sea As-built: scoping approach b

491.30

101.50

45556

14847

128812

36261

11734

102944

North Sea Consented developer approach

445.57

70.34

45556

14847

128812

37266

12066

105767

North Sea Consented Scoping Approach a

476.81

86.02

45556

14847

128812

36633

11857

103993

North Sea Consented Scoping Approach b

526.17

110.58

45556

14847

128812

35656

11535

101255

 (1) Project Alone: developer approach

17.05

8.24

45556

14847

128812

45137

14707

127653

 (2) Project Alone: Scoping approach a

28.51

14.12

45556

14847

128812

44854

14613

126865

 (2) Project Alone: Scoping approach b

38.17

18.88

45556

14847

128812

44618

14534

126214

Kittiwake

 

West Westray

 

North Sea As-built: develper approach

35.60

17.94

9

1

79

6

0

54

North Sea As built Approach a

45.84

22.92

9

1

79

5

0

49

North Sea As-built: scoping approach b

61.72

30.85

9

1

79

4

0

41

North Sea Consented developer approach

40.20

20.34

9

1

79

6

0

51

North Sea Consented Scoping Approach a

50.54

25.32

9

1

79

5

0

46

North Sea Consented Scoping Approach b

66.32

33.25

9

1

79

4

0

39

 (1) Project Alone: developer approach

5.10

2.64

9

1

79

9

0

74

 (2) Project Alone: Scoping approach a

9.04

4.52

9

1

79

8

0

72

 (2) Project Alone: Scoping approach b

12.12

6.05

9

1

79

8

0

69

Lesser Black-backed gull

Forth Islands SPA

 (1) Project Alone: developer approach

1.97

0.30

33141

19500

54906

32549

19143

53933

 (2) Project Alone: Scoping approach

2.76

0.42

33141

19500

54906

32312

19001

53545

Lesser Black-backed gull

Farne Islands SPA

 (1) Project Alone: developer approach

0.51

0.08

12130

7227

20323

11961

7124

20046

 (2) Project Alone: Scoping approach

0.72

0.11

12130

7227

20323

11896

7086

19943

Lesser Black-backed gull

Coquet SPA

 (1) Project Alone: developer approach

0.01

0.00

9

2

35

9

2

35

 (2) Project Alone: Scoping approach

0.01

0.00

9

2

35

9

2

35

Puffin

 

Forth Islands SPA

 

North Sea Consented developer approach

44.31

51.11

351192

121139

897183

340671

117448

870888

North Sea Consented Scoping Approach a

159.39

183.80

351192

121139

897183

314883

108374

806291

North Sea Consented Scoping Approach b

265.10

306.16

351192

121139

897183

292804

100658

751027

 (1) Project Alone: developer approach

5.11

6.01

351192

121139

897183

349953

120705

894058

 (2) Project Alone: Scoping approach a

18.19

21.44

351192

121139

897183

346793

119596

886144

 (2) Project Alone: Scoping approach b

29.80

35.56

351192

121139

897183

343975

118609

879136

Puffin

 

Farne Islands SPA

 

North Sea Consented developer approach

4.82

6.69

878308

312732

2183913

875343

311657

2176721

North Sea Consented Scoping Approach a

17.31

23.75

878308

312732

2183913

867764

308909

2158295

North Sea Consented Scoping Approach b

28.80

39.44

878308

312732

2183913

860850

306402

2141478

 (1) Project Alone: developer approach

3.62

4.89

878308

312732

2183913

876106

311933

2178566

 (2) Project Alone: Scoping approach a

12.91

17.45

878308

312732

2183913

870487

309897

2164905

 (2) Project Alone: Scoping approach b

21.40

28.94

878308

312732

2183913

865378

308046

2152482

Puffin

 

North Caithness Cliffs SPA

 

North Sea Consented developer approach

8.23

8.51

2991

614

11127

2505

511

9377

North Sea Consented Scoping Approach a

29.48

30.67

2991

614

11127

1582

318

5998

North Sea Consented Scoping Approach b

49.15

51.12

2991

614

11127

1029

202

3943

Razorbill

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

13.56

11.86

43439

20553

86926

39308

18579

78744

Forth and Tay Consented Scoping approach a

44.82

40.11

43439

20553

86926

31118

14659

62495

Forth and Tay Consented Scoping Approach b

77.28

69.01

43439

20553

86926

24404

11467

49168

North Sea Consented developer approach

17.26

14.06

43439

20553

86926

38390

18138

76913

North Sea Consented Scoping Approach a

49.32

42.61

43439

20553

86926

30250

14246

60756

North Sea Consented Scoping Approach b

90.58

76.71

43439

20553

86926

22413

10520

45155

 (1) Project Alone: developer approach

3.56

3.06

43439

20553

86926

42324

20020

84718

 (2) Project Alone: Scoping approach a

10.62

9.51

43439

20553

86926

40135

18974

80398

 (2) Project Alone: Scoping approach b

18.98

17.31

43439

20553

86926

37682

17797

75500

Razorbill

 

St Abb’s Head to Fast Castle SPA

 

Forth and Tay Consented developer approach

3.22

3.05

44161

21772

85831

42173

20774

81995

Forth and Tay Consented Scoping approach a

9.69

9.70

44161

21772

85831

38300

18848

74539

Forth and Tay Consented Scoping Approach b

17.32

16.91

44161

21772

85831

34334

16865

66874

North Sea Consented developer approach

4.92

4.05

44161

21772

85831

41312

20347

80347

North Sea Consented Scoping Approach a

11.79

10.90

44161

21772

85831

37349

18371

72709

North Sea Consented Scoping Approach b

23.52

20.51

44161

21772

85831

31848

15630

62115

 (1) Project Alone: developer approach

2.62

2.65

44161

21772

85831

42492

20934

82612

 (2) Project Alone: Scoping approach a

8.29

8.70

44161

21772

85831

38997

19195

75879

 (2) Project Alone: Scoping approach b

14.42

14.91

44161

21772

85831

35627

17511

69355

Razorbill

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

15.64

12.85

35593

13292

86312

33759

12606

81900

Forth and Tay Consented Scoping approach a

50.93

42.76

35593

13292

86312

29914

11153

72630

Forth and Tay Consented Scoping Approach b

88.25

73.38

35593

13292

86312

26370

9830

64056

North Sea Consented developer approach

20.74

15.75

35593

13292

86312

33252

12413

80679

North Sea Consented Scoping Approach a

57.23

46.46

35593

13292

86312

29354

10941

71281

North Sea Consented Scoping Approach b

106.70

84.18

35593

13292

86312

24940

9290

60626

 (1) Project Alone: developer approach

4.34

3.25

35593

13292

86312

35092

13105

85109

 (2) Project Alone: Scoping approach a

12.73

9.76

35593

13292

86312

34132

12745

82798

 (2) Project Alone: Scoping approach b

22.95

17.38

35593

13292

86312

33014

12323

80108

Razorbill

 

Troup, Pennan and Lion’s Heads

 

North Sea Consented developer approach

4.05

2.50

12090

4515

29321

11659

4352

28284

North Sea Consented Scoping Approach a

6.06

3.95

12090

4515

29321

11440

4269

27756

North Sea Consented Scoping Approach b

15.65

9.79

12090

4515

29321

10500

3913

25496

 (1) Project Alone: developer approach

0.75

0.52

12090

4515

29321

12006

4483

29117

 (2) Project Alone: Scoping approach a

1.46

1.05

12090

4515

29321

11925

4452

28921

 (2) Project Alone: Scoping approach b

3.25

2.29

12090

4515

29321

11727

4378

28449

Razorbill

 

Farne Islands SPA

 

North Sea Consented developer approach

0.50

0.20

7622

3673

15272

7346

3537

14720

North Sea Consented Scoping Approach a

0.62

0.50

7622

3673

15272

7198

3468

14429

North Sea Consented Scoping Approach b

1.76

1.20

7622

3673

15272

6540

3147

13126

 (1) Project Alone: developer approach

0.10

0.08

7622

3673

15272

7553

3640

15134

 (2) Project Alone: Scoping approach a

0.22

0.20

7622

3673

15272

7462

3595

14956

 (2) Project Alone: Scoping approach b

0.46

0.40

7622

3673

15272

7295

3515

14627

Razorbill

 

East Caithness cliffs

 

North Sea Consented developer approach

48.02

32.17

78982

30251

191307

73891

28279

179052

North Sea Consented Scoping Approach a

113.00

80.21

78982

30251

191307

67312

25731

163150

North Sea Consented Scoping Approach b

228.38

157.57

78982

30251

191307

57296

21867

139059

 (1) Project Alone: developer approach

3.92

2.57

78982

30251

191307

78558

30086

190285

 (2) Project Alone: Scoping approach a

5.30

3.51

78982

30251

191307

78408

30028

189920

 (2) Project Alone: Scoping approach b

14.78

9.77

78982

30251

191307

77392

29633

187468

Razorbill

 

Flamborough and Filey Coast

 

North Sea Consented developer approach

41.90

12.10

334324

161669

642843

319383

154329

614650

North Sea Consented Scoping Approach a

102.78

14.79

334324

161669

642843

302009

145701

581857

North Sea Consented Scoping Approach b

203.34

43.94

334324

161669

642843

270700

130460

521871

 (1) Project Alone: developer approach

3.00

2.17

334324

161669

642843

332938

160991

640202

 (2) Project Alone: Scoping approach a

3.78

2.79

334324

161669

642843

332564

160810

639493

 (2) Project Alone: Scoping approach b

11.04

8.04

334324

161669

642843

329230

159184

633161

 

Table 3.3: 2062 projection – summary of specific mortality scenarios, selected counterfactuals

Species

SPA

Scenario

Estimated adult mortality

Estimated immature mortality

Counterfactual Population Size -median

Counterfactual of population growth rate - median

Unimpacted centile at impacted 50th centile (median)

Gannet

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

583.34

17.75

0.901

0.997

35.6

Forth and Tay Consented Scoping approach a

610.70

18.93

0.897

0.997

34.9

Forth and Tay Consented Scoping Approach b

822.44

28.12

0.863

0.996

30.6

North Sea Consented developer approach

800.34

167.85

0.853

0.996

29.0

North Sea Consented Scoping Approach a

827.70

174.03

0.848

0.995

28.5

North Sea Consented Scoping Approach b

1112.84

239.72

0.800

0.994

21.9

 (1) Project Alone: developer approach

154.14

5.55

0.973

0.999

46.2

 (2) Project Alone: Scoping approach a

183.04

6.73

0.968

0.999

45.6

 (2) Project Alone: Scoping approach b

245.17

10.82

0.957

0.999

44.0

Gannet

 

Flamborough and Filey Coast

 

North Sea As-built: developer approach

301.88

35.78

0.734

0.991

13.0

North Sea As built Approach a

302.03

35.90

0.733

0.991

13.0

North Sea As-built: scoping approach b

438.26

48.92

0.639

0.988

5.0

North Sea Consented developer approach

351.48

36.38

0.699

0.990

9.9

North Sea Consented Scoping Approach a

351.99

36.51

0.699

0.990

9.9

North Sea Consented Scoping Approach b

487.86

49.52

0.609

0.986

3.5

Gannet

 

North Rona and Sula Sgeir

 

North Sea Consented developer approach

4.25

3.10

0.993

1.000

48.8

North Sea Consented Scoping Approach a

4.33

3.10

0.992

1.000

48.8

North Sea Consented Scoping Approach b

6.08

4.41

0.989

1.000

48.3

Gannet

 

Fair Isle

 

North Sea Consented developer approach

10.57

8.42

0.958

0.999

44.0

North Sea Consented Scoping Approach a

10.66

8.42

0.958

0.999

44.0

North Sea Consented Scoping Approach b

14.42

11.55

0.943

0.998

42.0

Gannet

 

Noss

 

North Sea Consented developer approach

35.08

28.51

0.950

0.999

42.8

North Sea Consented Scoping Approach a

35.37

27.72

0.950

0.999

42.8

North Sea Consented Scoping Approach b

48.68

37.93

0.932

0.998

39.8

Gannet

 

Hermaness, Saxa Vord and Valla Field

 

North Sea Consented developer approach

75.30

60.07

0.942

0.998

41.6

North Sea Consented Scoping Approach a

76.81

60.11

0.941

0.998

41.4

North Sea Consented Scoping Approach b

104.20

82.26

0.920

0.998

38.3

Guillemot

 

Forth Islands SPA

 

North Sea Consented developer approach

82.82

80.12

0.906

0.997

35.6

North Sea Consented Scoping Approach a

200.88

200.60

0.784

0.993

18.0

North Sea Consented Scoping Approach b

398.91

392.06

0.618

0.987

3.7

 (1) Project Alone: developer approach

37.42

36.62

0.956

0.999

43.3

 (2) Project Alone: Scoping approach a

91.58

91.20

0.895

0.997

33.8

 (2) Project Alone: Scoping approach b

180.51

178.26

0.804

0.994

20.6

Guillemot

 

St Abb’s Head to Fast Castle SPA

 

North Sea Consented developer approach

131.01

132.85

0.914

0.998

37.4

North Sea Consented Scoping Approach a

371.05

370.16

0.776

0.993

18.2

North Sea Consented Scoping Approach b

695.77

688.70

0.622

0.987

4.5

 (1) Project Alone: developer approach

110.84

109.62

0.929

0.998

39.2

 (2) Project Alone: Scoping approach a

310.95

311.66

0.809

0.994

22.1

 (2) Project Alone: Scoping approach b

576.12

53.96

0.674

0.989

7.8

Guillemot

 

Fowlsheugh SPA

 

North Sea Consented developer approach

154.10

149.42

0.933

0.998

39.8

North Sea Consented Scoping Approach a

430.29

423.20

0.822

0.995

23.7

North Sea Consented Scoping Approach b

800.04

781.75

0.695

0.990

9.6

 (1) Project Alone: developer approach

89.20

88.52

0.960

0.999

44.3

 (2) Project Alone: Scoping approach a

259.91

261.04

0.887

0.997

33.3

 (2) Project Alone: Scoping approach b

473.32

472.88

0.805

0.994

21.7

Guillemot

 

Farne Islands SPA

 

 (1) Project Alone: developer approach

36.92

40.21

0.982

1.000

47.4

 (2) Project Alone: Scoping approach a

79.84

88.67

0.962

0.999

44.0

 (2) Project Alone: Scoping approach b

167.20

183.90

0.922

0.998

37.1

Guillemot

 

Buchan Ness to Collieston Coast

Forth and Tay Consented developer approach

6.03

6.16

0.994

1.000

49.0

 

Forth and Tay Consented Scoping approach a

12.57

13.30

0.986

1.000

47.7

Forth and Tay Consented Scoping Approach b

27.10

28.09

0.971

0.999

45.6

North Sea Consented developer approach

8.53

8.06

0.991

1.000

48.6

North Sea Consented Scoping Approach a

18.77

17.91

0.981

0.999

46.7

North Sea Consented Scoping Approach b

39.30

37.09

0.960

0.999

43.9

 (1) Project Alone: developer approach

4.93

4.76

0.995

1.000

49.3

 (2) Project Alone: Scoping approach a

9.57

9.40

0.990

1.000

48.4

 (2) Project Alone: Scoping approach b

21.40

20.79

0.978

0.999

46.4

Guillemot

 

Troup, Pennan and Lion’s Heads

 

North Sea Consented developer approach

10.36

8.33

0.987

1.000

47.5

North Sea Consented Scoping Approach a

22.34

17.61

0.973

0.999

44.9

North Sea Consented Scoping Approach b

47.55

37.57

0.944

0.998

39.5

 (1) Project Alone: developer approach

2.47

2.19

0.995

1.000

49.0

 (2) Project Alone: Scoping approach a

5.19

4.70

0.991

1.000

48.3

 (2) Project Alone: Scoping approach b

11.10

9.97

0.979

0.999

46.3

Herring gull

 

Forth Islands SPA

 

North Sea Consented developer approach

15.17

4.04

0.969

0.999

45.8

North Sea Consented Scoping Approach

22.10

5.30

0.955

0.999

44.0

 (1) Project Alone: developer approach

10.17

1.74

0.980

0.999

47.3

 (2) Project Alone: Scoping approach

17.10

3.00

0.967

0.999

45.6

Herring gull

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

1.11

0.50

0.979

0.999

47.0

Forth and Tay Consented Scoping Approach

1.52

0.58

0.972

0.999

46.1

North Sea Consented developer approach

2.91

0.50

0.953

0.999

44.0

North Sea Consented Scoping Approach

3.32

0.58

0.946

0.998

42.7

 (1) Project Alone: developer approach

0.61

0.10

0.990

1.000

48.7

 (2) Project Alone: Scoping approach a

1.02

0.18

0.983

1.000

47.6

Herring gull

 

St Abb’s Head to Fast Castle SPA

 

North Sea Consented developer approach

0.74

0.27

0.969

0.999

45.6

North Sea Consented Scoping Approach

1.06

0.33

0.957

0.999

43.9

 (1) Project Alone: developer approach

0.44

0.07

0.983

1.000

47.5

 (2) Project Alone: Scoping approach

0.76

0.13

0.971

0.999

45.9

Herring gull

 

Farne Islands SPA

 

 (1) Project Alone: developer approach

0.52

0.09

0.992

1.000

49.1

 (2) Project Alone: Scoping approach

0.87

0.15

0.986

1.000

48.2

Kittiwake

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

56.22

4.23

0.833

0.995

36.1

Forth and Tay Consented Scoping approach a

58.21

4.52

0.827

0.995

35.7

Forth and Tay Consented Scoping Approach b

77.22

6.44

0.777

0.993

31.2

North Sea Consented developer approach

64.82

8.33

0.804

0.994

33.7

North Sea Consented Scoping Approach a

68.21

9.42

0.794

0.994

32.8

North Sea Consented Scoping Approach b

89.92

12.54

0.737

0.992

27.5

 (1) Project Alone: developer approach

28.82

1.63

0.912

0.997

42.8

 (2) Project Alone: Scoping approach a

36.21

2.32

0.890

0.997

40.7

 (2) Project Alone: Scoping approach b

43.32

2.94

0.869

0.996

39.0

Kittiwake

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

141.70

10.80

0.861

0.996

35.7

Forth and Tay Consented Scoping approach a

155.35

12.51

0.849

0.995

34.6

Forth and Tay Consented Scoping Approach b

197.25

16.94

0.811

0.994

30.5

North Sea Consented developer approach

183.60

24.10

0.818

0.994

31.3

North Sea Consented Scoping Approach a

200.35

27.91

0.803

0.994

29.6

North Sea Consented Scoping Approach b

252.35

36.24

0.758

0.992

25.5

 (1) Project Alone: developer approach

87.03

4.90

0.914

0.997

41.0

 (2) Project Alone: Scoping approach a

109.05

7.01

0.892

0.997

38.9

 (2) Project Alone: Scoping approach b

130.45

8.84

0.872

0.996

36.8

Kittiwake

 

St Abb’s Head to Fast Castle SPA

 

Forth and Tay Consented developer approach

266.61

10.50

0.494

0.981

7.6

Forth and Tay Consented Scoping approach a

323.33

12.94

0.425

0.977

4.2

Forth and Tay Consented Scoping Approach b

388.73

16.15

0.357

0.972

1.8

North Sea Consented developer approach

275.71

15.00

0.479

0.980

7.0

North Sea Consented Scoping Approach a

333.83

18.24

0.410

0.976

3.5

North Sea Consented Scoping Approach b

402.23

22.95

0.341

0.971

1.3

 (1) Project Alone: developer approach

253.21

9.40

0.513

0.982

8.7

 (2) Project Alone: Scoping approach a

312.63

11.94

0.438

0.977

4.7

 (2) Project Alone: Scoping approach b

371.33

14.35

0.375

0.973

2.2

Kittiwake

 

Farne Islands SPA

 

North Sea Consented developer approach

33.18

6.60

0.893

0.997

39.2

North Sea Consented Scoping Approach a

41.13

8.21

0.869

0.996

37.2

North Sea Consented Scoping Approach b

50.69

10.62

0.840

0.995

34.3

 (1) Project Alone: developer approach

23.18

1.50

0.930

0.998

43.1

 (2) Project Alone: Scoping approach a

29.33

2.21

0.911

0.997

41.1

 (2) Project Alone: Scoping approach b

35.19

2.82

0.894

0.997

39.3

Kittiwake

 

Buchan Ness to Collieston Coast

 

Forth and Tay Consented developer approach

14.16

4.65

0.978

0.999

48.3

Forth and Tay Consented Scoping approach a

20.77

7.24

0.968

0.999

47.3

Forth and Tay Consented Scoping Approach b

27.51

10.18

0.958

0.999

46.6

North Sea As-built: develper approach

63.36

19.25

0.908

0.997

41.9

North Sea As built Approach a

75.37

24.54

0.891

0.997

40.6

North Sea As-built: scoping approach b

93.11

32.78

0.865

0.996

38.5

North Sea Consented developer approach

68.16

21.75

0.901

0.997

41.2

North Sea Consented Scoping Approach a

80.17

27.04

0.883

0.997

40.0

North Sea Consented Scoping Approach b

97.91

35.28

0.858

0.996

37.7

 (1) Project Alone: developer approach

11.06

2.95

0.984

1.000

48.6

 (2) Project Alone: Scoping approach a

16.47

4.94

0.975

0.999

47.9

 (2) Project Alone: Scoping approach b

21.01

6.58

0.968

0.999

47.3

Kittiwake

 

Troup, Pennan and Lion’s Heads

 

North Sea As-built: develper approach

60.06

23.44

0.916

0.998

41.0

North Sea As built Approach a

69.77

29.39

0.902

0.997

39.4

North Sea As-built: scoping approach b

96.82

39.79

0.867

0.996

35.2

North Sea Consented developer approach

65.66

26.44

0.908

0.997

40.0

North Sea Consented Scoping Approach a

75.47

32.39

0.894

0.997

38.4

North Sea Consented Scoping Approach b

102.52

42.79

0.859

0.996

34.1

 (1) Project Alone: developer approach

9.01

3.34

0.987

1.000

48.6

 (2) Project Alone: Scoping approach a

14.07

5.69

0.980

0.999

47.9

 (2) Project Alone: Scoping approach b

18.42

7.59

0.973

0.999

47.4

Kittiwake

 

East Caithness cliffs

 

North Sea As-built: develper approach

276.52

74.45

0.847

0.995

37.3

North Sea As built Approach a

277.61

88.37

0.843

0.995

36.8

North Sea As-built: scoping approach b

395.62

120.80

0.785

0.993

32.3

North Sea Consented developer approach

291.92

82.55

0.838

0.995

36.4

North Sea Consented Scoping Approach a

293.11

96.47

0.834

0.995

36.0

North Sea Consented Scoping Approach b

411.12

128.90

0.777

0.993

31.6

 (1) Project Alone: developer approach

18.39

8.85

0.988

1.000

49.1

 (2) Project Alone: Scoping approach a

30.71

15.17

0.980

0.999

48.5

 (2) Project Alone: Scoping approach b

41.12

20.30

0.973

0.999

47.8

Kittiwake

 

North Caithness Cliffs SPA

 

North Sea As-built: develper approach

35.94

15.62

0.855

0.996

38.2

North Sea As built Approach a

43.42

19.81

0.826

0.995

35.5

North Sea As-built: scoping approach b

58.71

26.59

0.772

0.993

30.8

North Sea Consented developer approach

39.84

17.62

0.840

0.995

37.0

North Sea Consented Scoping Approach a

47.22

21.81

0.811

0.994

34.3

North Sea Consented Scoping Approach b

62.51

28.59

0.759

0.992

29.8

 (1) Project Alone: developer approach

4.54

2.22

0.980

0.999

48.7

 (2) Project Alone: Scoping approach a

7.62

3.81

0.966

0.999

47.3

 (2) Project Alone: Scoping approach b

10.21

5.09

0.955

0.999

46.7

Kittiwake

 

Coquet island

 

North Sea Consented developer approach

1.70

0.70

0.945

0.998

43.4

North Sea Consented Scoping Approach a

2.09

0.80

0.934

0.998

42.4

North Sea Consented Scoping Approach b

2.74

1.10

0.913

0.997

40.1

 (1) Project Alone: developer approach

0.30

0.00

0.992

1.000

49.0

 (2) Project Alone: Scoping approach a

0.49

0.00

0.987

1.000

48.4

 (2) Project Alone: Scoping approach b

0.64

0.00

0.983

1.000

47.9

Kittiwake

 

Flamborough and Filey Coast

 

North Sea As-built: develper approach

410.67

61.14

0.878

0.996

39.5

North Sea As built Approach a

441.91

76.92

0.867

0.996

38.5

North Sea As-built: scoping approach b

491.30

101.50

0.851

0.996

37.1

North Sea Consented developer approach

445.57

70.34

0.868

0.996

38.5

North Sea Consented Scoping Approach a

476.81

86.02

0.857

0.996

37.6

North Sea Consented Scoping Approach b

526.17

110.58

0.841

0.995

36.2

 (1) Project Alone: developer approach

17.05

8.24

0.994

1.000

49.6

 (2) Project Alone: Scoping approach a

28.51

14.12

0.989

1.000

49.3

 (2) Project Alone: Scoping approach b

38.17

18.88

0.985

1.000

48.9

Kittiwake

 

West Westray

 

North Sea As-built: develper approach

35.60

17.94

0.761

0.992

39.5

North Sea As built Approach a

45.84

22.92

0.703

0.990

36.4

North Sea As-built: scoping approach b

61.72

30.85

0.621

0.987

31.6

North Sea Consented developer approach

40.20

20.34

0.734

0.991

38.1

North Sea Consented Scoping Approach a

50.54

25.32

0.677

0.989

34.9

North Sea Consented Scoping Approach b

66.32

33.25

0.599

0.986

30.6

 (1) Project Alone: developer approach

5.10

2.64

0.962

0.999

48.5

 (2) Project Alone: Scoping approach a

9.04

4.52

0.934

0.998

47.2

 (2) Project Alone: Scoping approach b

12.12

6.05

0.912

0.997

46.2

Lesser Black-backed gull

Forth Islands SPA

 (1) Project Alone: developer approach

1.97

0.30

0.987

1.000

47.7

 (2) Project Alone: Scoping approach

2.76

0.42

0.982

0.999

46.7

Lesser Black-backed gull

Farne Islands SPA

 (1) Project Alone: developer approach

0.51

0.08

0.990

1.000

48.0

 (2) Project Alone: Scoping approach

0.72

0.11

0.986

1.000

47.3

Lesser Black-backed gull

Coquet SPA

 (1) Project Alone: developer approach

0.01

0.00

0.996

1.000

49.6

 (2) Project Alone: Scoping approacha

0.01

0.00

0.995

1.000

49.5

Puffin

 

Forth Islands SPA

 

North Sea Consented developer approach

44.31

51.11

0.979

0.999

47.9

North Sea Consented Scoping Approach a

159.39

183.80

0.926

0.998

43.1

North Sea Consented Scoping Approach b

265.10

306.16

0.880

0.996

38.9

 (1) Project Alone: developer approach

5.11

6.01

0.998

1.000

49.7

 (2) Project Alone: Scoping approach a

18.19

21.44

0.991

1.000

48.9

 (2) Project Alone: Scoping approach b

29.80

35.56

0.986

1.000

48.3

Puffin

 

Farne Islands SPA

 

North Sea Consented developer approach

4.82

6.69

0.998

1.000

49.9

North Sea Consented Scoping Approach a

17.31

23.75

0.992

1.000

49.1

North Sea Consented Scoping Approach b

28.80

39.44

0.986

1.000

48.6

 (1) Project Alone: developer approach

3.62

4.89

0.998

1.000

49.9

 (2) Project Alone: Scoping approach a

12.91

17.45

0.994

1.000

49.3

 (2) Project Alone: Scoping approach b

21.40

28.94

0.990

1.000

48.9

Puffin

 

North Caithness Cliffs SPA

 

North Sea Consented developer approach

8.23

8.51

0.883

0.997

42.8

North Sea Consented Scoping Approach a

29.48

30.67

0.638

0.988

26.2

North Sea Consented Scoping Approach b

49.15

51.12

0.471

0.979

14.6

Razorbill

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

13.56

11.86

0.932

0.998

41.7

Forth and Tay Consented Scoping approach a

44.82

40.11

0.790

0.993

23.6

Forth and Tay Consented Scoping Approach b

77.28

69.01

0.666

0.989

11.0

North Sea Consented developer approach

17.26

14.06

0.917

0.998

39.4

North Sea Consented Scoping Approach a

49.32

42.61

0.775

0.993

21.9

North Sea Consented Scoping Approach b

90.58

76.71

0.627

0.987

8.1

 (1) Project Alone: developer approach

3.56

3.06

0.982

0.999

48.0

 (2) Project Alone: Scoping approach a

10.62

9.51

0.946

0.998

43.4

 (2) Project Alone: Scoping approach b

18.98

17.31

0.905

0.997

38.2

Razorbill

 

St Abb’s Head to Fast Castle SPA

 

Forth and Tay Consented developer approach

3.22

3.05

0.968

0.999

45.5

Forth and Tay Consented Scoping approach a

9.69

9.70

0.904

0.997

37.1

Forth and Tay Consented Scoping Approach b

17.32

16.91

0.837

0.995

27.9

North Sea Consented developer approach

4.92

4.05

0.954

0.999

43.8

North Sea Consented Scoping Approach a

11.79

10.90

0.889

0.997

35.0

North Sea Consented Scoping Approach b

23.52

20.51

0.794

0.994

22.4

 (1) Project Alone: developer approach

2.62

2.65

0.973

0.999

46.2

 (2) Project Alone: Scoping approach a

8.29

8.70

0.916

0.998

38.6

 (2) Project Alone: Scoping approach b

14.42

14.91

0.859

0.996

31.1

Razorbill

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

15.64

12.85

0.963

0.999

47.0

Forth and Tay Consented Scoping approach a

50.93

42.76

0.885

0.997

38.8

Forth and Tay Consented Scoping Approach b

88.25

73.38

0.809

0.994

30.9

North Sea Consented developer approach

20.74

15.75

0.953

0.999

46.0

North Sea Consented Scoping Approach a

57.23

46.46

0.873

0.996

37.6

North Sea Consented Scoping Approach b

106.70

84.18

0.778

0.993

27.7

 (1) Project Alone: developer approach

4.34

3.25

0.990

1.000

48.8

 (2) Project Alone: Scoping approach a

12.73

9.76

0.971

0.999

47.5

 (2) Project Alone: Scoping approach b

22.95

17.38

0.948

0.999

45.6

Razorbill

 

Troup, Pennan and Lion’s Heads

 

North Sea Consented developer approach

4.05

2.50

0.975

0.999

47.8

North Sea Consented Scoping Approach a

6.06

3.95

0.962

0.999

46.9

North Sea Consented Scoping Approach b

15.65

9.79

0.905

0.997

41.1

 (1) Project Alone: developer approach

0.75

0.52

0.995

1.000

49.4

 (2) Project Alone: Scoping approach a

1.46

1.05

0.990

1.000

48.8

 (2) Project Alone: Scoping approach b

3.25

2.29

0.979

0.999

48.1

Razorbill

 

Farne Islands SPA

 

North Sea Consented developer approach

0.50

0.20

0.974

0.999

46.4

North Sea Consented Scoping Approach a

0.62

0.50

0.960

0.999

44.8

North Sea Consented Scoping Approach b

1.76

1.20

0.897

0.997

37.1

 (1) Project Alone: developer approach

0.10

0.08

0.994

1.000

49.2

 (2) Project Alone: Scoping approach a

0.22

0.20

0.985

1.000

47.9

 (2) Project Alone: Scoping approach b

0.46

0.40

0.970

0.999

45.8

Razorbill

 

East Caithness cliffs

 

North Sea Consented developer approach

48.02

32.17

0.954

0.999

45.6

North Sea Consented Scoping Approach a

113.00

80.21

0.893

0.997

39.2

North Sea Consented Scoping Approach b

228.38

157.57

0.797

0.994

29.4

 (1) Project Alone: developer approach

3.92

2.57

0.996

1.000

49.6

 (2) Project Alone: Scoping approach a

5.30

3.51

0.995

1.000

49.4

 (2) Project Alone: Scoping approach b

14.78

9.77

0.986

1.000

48.7

Razorbill

 

Flamborough and Filey Coast

 

North Sea Consented developer approach

41.90

12.10

0.968

0.999

45.7

North Sea Consented Scoping Approach a

102.78

14.79

0.930

0.998

41.1

North Sea Consented Scoping Approach b

203.34

43.94

0.861

0.996

32.0

 (1) Project Alone: developer approach

3.00

2.17

0.997

1.000

49.5

 (2) Project Alone: Scoping approach a

3.78

2.79

0.996

1.000

49.4

 (2) Project Alone: Scoping approach b

11.04

8.04

0.989

1.000

48.4

 

Table 3.4: 2077 projection – summary of specific mortality scenarios, selected counterfactuals

Species

SPA

Scenario

Estimated adult mortality

Estimated immature mortality

Counterfactual Population Size -median

Counterfactual of population growth rate - median

Unimpacted centile at impacted 50th centile (median)

Gannet

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

583.34

17.75

0.864

0.997

33.0

Forth and Tay Consented Scoping approach a

610.70

18.93

0.858

0.997

32.3

Forth and Tay Consented Scoping Approach b

822.44

28.12

0.813

0.996

26.9

North Sea Consented developer approach

800.34

167.85

0.798

0.996

25.2

North Sea Consented Scoping Approach a

827.70

174.03

0.792

0.995

24.5

North Sea Consented Scoping Approach b

1112.84

239.72

0.730

0.994

17.4

 (1) Project Alone: developer approach

154.14

5.55

0.962

0.999

45.3

 (2) Project Alone: Scoping approach a

183.04

6.73

0.955

0.999

44.5

 (2) Project Alone: Scoping approach b

243.24

10.82

0.940

0.999

42.6

Gannet

 

Flamborough and Filey Coast

 

North Sea As-built: developer approach

301.88

35.78

0.646

0.991

8.4

North Sea As built Approach a

302.03

35.90

0.646

0.991

8.4

North Sea As-built: scoping approach b

438.26

48.92

0.531

0.988

2.5

North Sea Consented developer approach

351.48

36.38

0.604

0.990

5.9

North Sea Consented Scoping Approach a

351.99

36.51

0.603

0.990

5.9

North Sea Consented Scoping Approach b

487.86

49.52

0.497

0.986

1.4

Gannet

 

North Rona and Sula Sgeir

 

North Sea Consented developer approach

4.25

3.10

0.989

1.000

48.8

North Sea Consented Scoping Approach a

4.33

3.10

0.989

1.000

48.7

North Sea Consented Scoping Approach b

6.08

4.41

0.985

1.000

48.3

Gannet

 

Fair Isle

 

North Sea Consented developer approach

10.57

8.42

0.941

0.999

42.1

North Sea Consented Scoping Approach a

10.66

8.42

0.941

0.999

42.0

North Sea Consented Scoping Approach b

14.42

11.55

0.920

0.998

39.2

Gannet

 

Noss

 

North Sea Consented developer approach

35.08

28.51

0.930

0.999

40.7

North Sea Consented Scoping Approach a

35.37

27.72

0.930

0.999

40.8

North Sea Consented Scoping Approach b

48.68

37.93

0.905

0.998

37.6

Gannet

 

Hermaness, Saxa Vord and Valla Field

 

North Sea Consented developer approach

75.30

60.07

0.918

0.998

40.0

North Sea Consented Scoping Approach a

76.81

60.11

0.917

0.998

39.9

North Sea Consented Scoping Approach b

104.20

82.26

0.889

0.998

36.3

Guillemot

 

Forth Islands SPA

 

North Sea Consented developer approach

82.82

80.12

0.869

0.997

32.5

North Sea Consented Scoping Approach a

200.88

200.60

0.708

0.993

13.0

North Sea Consented Scoping Approach b

398.91

392.06

0.505

0.987

1.3

 (1) Project Alone: developer approach

37.42

36.62

0.938

0.999

41.7

 (2) Project Alone: Scoping approach a

91.58

91.20

0.855

0.997

30.3

 (2) Project Alone: Scoping approach b

180.51

178.26

0.734

0.994

15.8

Guillemot

 

St Abb’s Head to Fast Castle SPA

 

North Sea Consented developer approach

131.01

132.85

0.880

0.998

33.9

North Sea Consented Scoping Approach a

371.05

370.16

0.698

0.993

12.2

North Sea Consented Scoping Approach b

695.77

688.70

0.510

0.987

1.7

 (1) Project Alone: developer approach

110.84

109.62

0.901

0.998

36.9

 (2) Project Alone: Scoping approach a

310.95

311.66

0.740

0.994

16.6

 (2) Project Alone: Scoping approach b

576.12

53.96

0.571

0.989

4.3

Guillemot

 

Fowlsheugh SPA

 

North Sea Consented developer approach

154.10

149.42

0.906

0.998

37.6

North Sea Consented Scoping Approach a

430.29

423.20

0.757

0.995

18.5

North Sea Consented Scoping Approach b

800.04

781.75

0.596

0.990

5.4

 (1) Project Alone: developer approach

89.20

88.52

0.944

0.999

42.8

 (2) Project Alone: Scoping approach a

259.91

261.04

0.844

0.997

28.8

 (2) Project Alone: Scoping approach b

473.32

472.88

0.734

0.994

16.1

Guillemot

 

Farne Islands SPA

 

 (1) Project Alone: developer approach

36.92

40.21

0.975

1.000

46.9

 (2) Project Alone: Scoping approach a

79.84

88.67

0.946

0.999

42.8

 (2) Project Alone: Scoping approach b

167.20

183.90

0.891

0.998

34.7

Guillemot

 

Buchan Ness to Collieston Coast

 

Forth and Tay Consented developer approach

6.03

6.16

0.991

1.000

48.7

Forth and Tay Consented Scoping approach a

12.57

13.30

0.981

1.000

47.5

Forth and Tay Consented Scoping Approach b

27.10

28.09

0.960

0.999

44.8

North Sea Consented developer approach

8.53

8.06

0.988

1.000

48.2

North Sea Consented Scoping Approach a

18.77

17.91

0.973

0.999

46.6

North Sea Consented Scoping Approach b

39.30

37.09

0.944

0.999

42.5

 (1) Project Alone: developer approach

4.93

4.76

0.993

1.000

48.9

 (2) Project Alone: Scoping approach a

9.57

9.40

0.986

1.000

47.9

 (2) Project Alone: Scoping approach b

21.40

20.79

0.969

0.999

46.1

Guillemot

 

Troup, Pennan and Lion’s Heads

 

North Sea Consented developer approach

10.36

8.33

0.982

1.000

47.2

North Sea Consented Scoping Approach a

22.34

17.61

0.962

0.999

44.5

North Sea Consented Scoping Approach b

47.55

37.57

0.921

0.998

37.3

 (1) Project Alone: developer approach

2.47

2.19

0.993

1.000

48.8

 (2) Project Alone: Scoping approach a

5.19

4.7

0.987

1.000

47.9

 (2) Project Alone: Scoping approach b

11.10

9.97

0.970

0.999

45.7

Herring gull

 

Forth Islands SPA

 

North Sea Consented developer approach

15.17

4.04

0.956

0.999

44.9

North Sea Consented Scoping Approach

22.10

5.30

0.938

0.999

42.8

 (1) Project Alone: developer approach

10.17

1.74

0.972

0.999

46.7

 (2) Project Alone: Scoping approach

17.10

3.00

0.953

0.999

44.5

Herring gull

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

1.11

0.50

0.970

0.999

46.3

Forth and Tay Consented Scoping Approach

1.52

0.58

0.961

0.999

45.3

North Sea Consented developer approach

2.91

0.50

0.934

0.999

42.1

North Sea Consented Scoping Approach

3.32

0.58

0.925

0.998

41.0

 (1) Project Alone: developer approach

0.61

0.10

0.986

1.000

48.2

 (2) Project Alone: Scoping approach

1.02

0.18

0.976

1.000

46.9

Herring gull

 

St Abb’s Head to Fast Castle SPA

 

North Sea Consented developer approach

0.74

0.27

0.956

0.999

44.3

North Sea Consented Scoping Approach

1.06

0.33

0.940

0.999

42.1

 (1) Project Alone: developer approach

0.44

0.07

0.977

1.000

47.0

 (2) Project Alone: Scoping approach

0.76

0.13

0.960

0.999

44.9

Herring gull

 

Farne Islands SPA

 

 (1) Project Alone: developer approach

0.52

0.09

0.989

1.000

48.7

 (2) Project Alone: Scoping approach

0.87

0.15

0.981

1.000

47.8

Kittiwake

 

Forth Islands SPA

 

Forth and Tay Consented developer approach

56.22

4.23

0.772

0.995

32.1

Forth and Tay Consented Scoping approach a

58.21

4.52

0.765

0.995

31.6

Forth and Tay Consented Scoping Approach b

77.22

6.44

0.700

0.993

25.9

North Sea Consented developer approach

64.82

8.33

0.734

0.994

28.9

North Sea Consented Scoping Approach a

68.21

9.42

0.721

0.994

28.0

North Sea Consented Scoping Approach b

89.92

12.54

0.650

0.992

22.0

 (1) Project Alone: developer approach

28.82

1.63

0.877

0.997

40.9

 (2) Project Alone: Scoping approach a

36.21

2.32

0.848

0.997

38.7

 (2) Project Alone: Scoping approach b

43.32

2.94

0.820

0.996

36.3

Kittiwake

 

Fowlsheugh SPA

 

Forth and Tay Consented developer approach

141.70

10.80

0.810

0.996

33.6

Forth and Tay Consented Scoping approach a

155.35

12.51

0.793

0.995

32.3

Forth and Tay Consented Scoping Approach b

197.25

16.94

0.744

0.994

27.4

North Sea Consented developer approach

183.60

24.10

0.754

0.994

28.2

North Sea Consented Scoping Approach a

200.35

27.91

0.733

0.994

26.3

North Sea Consented Scoping Approach b

252.35

36.24

0.676

0.992

21.2

 (1) Project Alone: developer approach

87.03

4.90

0.880

0.998

39.8

 (2) Project Alone: Scoping approach a

109.05

7.01

0.851

0.997

37.4

 (2) Project Alone: Scoping approach b

130.45

8.84

0.825

0.996

35.0

Kittiwake

 

St Abb’s Head to Fast Castle SPA

Forth and Tay Consented developer approach

266.61

10.50

0.370

0.981

3.8

 

Forth and Tay Consented Scoping approach a

323.33

12.94

0.299

0.977

1.6

Forth and Tay Consented Scoping Approach b

388.73

16.15

0.234

0.972

0.4

North Sea Consented developer approach

275.71

15.00

0.354

0.980

3.3

North Sea Consented Scoping Approach a

333.83

18.24

0.284

0.976

1.2

North Sea Consented Scoping Approach b

402.23

22.95

0.218

0.971

0.4

 (1) Project Alone: developer approach

253.21

9.40

0.389

0.982

4.7

 (2) Project Alone: Scoping approach a

312.63

11.94

0.312

0.977

1.9

 (2) Project Alone: Scoping approach b

371.33

14.35

0.250

0.973

0.6

Kittiwake

 

Farne Islands SPA

 

North Sea Consented developer approach

33.18

6.60

0.852

0.997

37.5

North Sea Consented Scoping Approach a

41.13

8.21

0.820

0.996

34.5

North Sea Consented Scoping Approach b

50.69

10.62

0.782

0.995

31.3

 (1) Project Alone: developer approach

23.18

1.50

0.902

0.998

42.0

 (2) Project Alone: Scoping approach a

29.33

2.21

0.877

0.997

39.5

 (2) Project Alone: Scoping approach b

35.19

2.82

0.854

0.997

37.6

Kittiwake

Buchan Ness to Collieston Coast

Forth and Tay Consented developer approach

14.16

4.65

0.970

0.999

47.7

 

 

Forth and Tay Consented Scoping approach a

20.77

7.24

0.955

0.999

46.8

 

 

Forth and Tay Consented Scoping Approach b

27.51

10.18

0.941

0.999

45.9

 

 

North Sea As-built: developer approach

63.36

19.25

0.873

0.997

40.7

 

 

North Sea As built Approach a

75.37

24.54

0.849

0.997

39.0

 

 

North Sea As-built: scoping approach b

93.11

32.78

0.814

0.996

36.2

 

 

North Sea Consented developer approach

68.16

21.75

0.863

0.997

40.0

 

 

North Sea Consented Scoping Approach a

80.17

27.04

0.839

0.997

38.2

 

 

North Sea Consented Scoping Approach b

97.91

35.28

0.805

0.996

35.6

 

 

 (1) Project Alone: developer approach

11.06

2.95

0.977

1.000

48.3

 

 

 (2) Project Alone: Scoping approach a

16.47

4.94

0.965

0.999

47.4

 

 

 (2) Project Alone: Scoping approach b

21.01

6.58

0.956

0.999

46.8

Kittiwake

Troup, Pennan and Lion’s Heads

North Sea As-built: developer approach

60.06

23.44

0.883

0.998

38.0

 

 

North Sea As built Approach a

69.77

29.39

0.864

0.997

36.2

 

 

North Sea As-built: scoping approach b

96.82

39.79

0.817

0.996

31.3

 

 

North Sea Consented developer approach

65.66

26.44

0.873

0.997

37.1

 

 

North Sea Consented Scoping Approach a

75.47

32.39

0.853

0.997

35.1

 

 

North Sea Consented Scoping Approach b

102.52

42.79

0.807

0.996

30.1

 

 

 (1) Project Alone: developer approach

9.01

3.34

0.982

1.000

48.1

 

 

 (2) Project Alone: Scoping approach a

14.07

5.69

0.971

0.999

47.1

 

 

 (2) Project Alone: Scoping approach b

18.42

7.59

0.962

0.999

46.2

Kittiwake

East Caithness cliffs

North Sea As-built: developer approach

276.52

74.45

0.791

0.995

34.8

 

 

North Sea As built Approach a

277.61

88.37

0.785

0.995

34.2

 

 

North Sea As-built: scoping approach b

395.62

120.80

0.710

0.993

28.4

 

 

North Sea Consented developer approach

291.92

82.55

0.780

0.995

33.9

 

 

North Sea Consented Scoping Approach a

293.11

96.47

0.774

0.995

33.4

 

 

North Sea Consented Scoping Approach b

411.12

128.90

0.700

0.993

27.4

 

 

 (1) Project Alone: developer approach

18.39

8.85

0.983

1.000

48.9

 

 

 (2) Project Alone: Scoping approach a

30.71

15.17

0.971

0.999

48.0

 

 

 (2) Project Alone: Scoping approach b

41.12

20.30

0.962

0.999

47.2

Kittiwake

North Caithness Cliffs SPA

North Sea As-built: developer approach

35.94

15.62

0.801

0.996

36.4

 

 

North Sea As built Approach a

43.42

19.81

0.763

0.995

33.6

 

 

North Sea As-built: scoping approach b

58.71

26.59

0.693

0.993

27.9

 

 

North Sea Consented developer approach

39.84

17.62

0.781

0.995

34.7

 

 

North Sea Consented Scoping Approach a

47.22

21.81

0.744

0.994

31.9

 

 

North Sea Consented Scoping Approach b

62.51

28.59

0.677

0.992

26.7

 

 

 (1) Project Alone: developer approach

4.54

2.22

0.972

0.999

48.1

 

 

 (2) Project Alone: Scoping approach a

7.62

3.81

0.953

0.999

47.0

 

 

 (2) Project Alone: Scoping approach b

10.21

5.09

0.937

0.999

45.9

Kittiwake

Coquet island

North Sea Consented developer approach

1.70

0.70

0.924

0.998

42.4

 

 

North Sea Consented Scoping Approach a

2.09

0.80

0.908

0.998

41.1

 

 

North Sea Consented Scoping Approach b

2.74

1.10

0.880

0.997

37.9

 

 

 (1) Project Alone: developer approach

0.30

0.00

0.989

1.000

48.9

 

 

 (2) Project Alone: Scoping approach a

0.49

0.00

0.982

1.000

48.3

 

 

 (2) Project Alone: Scoping approach b

0.64

0.00

0.977

1.000

47.8

Kittiwake

Flamborough and Filey Coast

North Sea As-built: developer approach

410.67

61.14

0.832

0.996

37.0

 

 

North Sea As built Approach a

441.91

76.92

0.818

0.996

35.9

 

 

North Sea As-built: scoping approach b

491.30

101.50

0.796

0.996

33.9

 

 

North Sea Consented developer approach

445.57

70.34

0.818

0.996

35.9

 

 

North Sea Consented Scoping Approach a

476.81

86.02

0.804

0.996

34.5

 

 

North Sea Consented Scoping Approach b

526.17

110.58

0.783

0.995

32.9

 

 

 (1) Project Alone: developer approach

17.05

8.24

0.991

1.000

49.1

 

 

 (2) Project Alone: Scoping approach a

28.51

14.12

0.985

1.000

48.7

 

 

 (2) Project Alone: Scoping approach b

38.17

18.88

0.979

1.000

48.2

Kittiwake

West Westray

North Sea As-built: developer approach

35.60

17.94

0.670

0.992

37.0

 

 

North Sea As built Approach a

45.84

22.92

0.596

0.990

33.1

 

 

North Sea As-built: scoping approach b

61.72

30.85

0.494

0.986

27.6

 

 

North Sea Consented developer approach

40.20

20.34

0.635

0.991

35.1

 

 

North Sea Consented Scoping Approach a

50.54

25.32

0.564

0.989

31.4

 

 

North Sea Consented Scoping Approach b

66.32

33.25

0.467

0.985

25.9

 

 

 (1) Project Alone: developer approach

5.10

2.64

0.946

0.999

47.8

 

 

 (2) Project Alone: Scoping approach a

9.04

4.52

0.906

0.998

46.5

 

 

 (2) Project Alone: Scoping approach b

12.12

6.05

0.875

0.997

45.4

Lesser Black-backed gull

Forth Islands SPA

 (1) Project Alone: developer approach

1.97

0.30

0.982

1.000

47.4

 

 

 (2) Project Alone: Scoping approach

2.76

0.42

0.975

1.000

46.2

Lesser Black-backed gull

Farne Islands SPA

 (1) Project Alone: developer approach

0.51

0.08

0.986

1.000

48.2

 

 

 (2) Project Alone: Scoping approach

0.72

0.11

0.981

1.000

47.5

Lesser Black-backed gull

Coquet SPA

 (1) Project Alone: developer approach

0.01

0.00

0.996

1.000

49.5

 

 

 (2) Project Alone: Scoping approach

0.01

0.00

0.994

1.000

49.3

Puffin

Forth Islands SPA

North Sea Consented developer approach

44.31

51.11

0.970

0.999

47.9

 

 

North Sea Consented Scoping Approach a

159.39

183.80

0.897

0.998

41.3

 

 

North Sea Consented Scoping Approach b

265.10

306.16

0.834

0.996

35.8

 

 

 (1) Project Alone: developer approach

5.11

6.01

0.996

1.000

49.6

 

 

 (2) Project Alone: Scoping approach a

18.19

21.44

0.988

1.000

49.1

 

 

 (2) Project Alone: Scoping approach b

29.80

35.56

0.980

1.000

48.6

Puffin

Farne Islands SPA

North Sea Consented developer approach

4.82

6.69

0.997

1.000

49.8

 

 

North Sea Consented Scoping Approach a

17.31

23.75

0.988

1.000

49.0

 

 

North Sea Consented Scoping Approach b

28.80

39.44

0.980

1.000

48.4

 

 

 (1) Project Alone: developer approach

3.62

4.89

0.998

1.000

49.9

 

 

 (2) Project Alone: Scoping approach a

12.91

17.45

0.991

1.000

49.3

 

 

 (2) Project Alone: Scoping approach b

21.40

28.94

0.985

1.000

48.8

Puffin

North Caithness Cliffs SPA

North Sea Consented developer approach

8.23

8.51

0.838

0.997

40.4

 

 

North Sea Consented Scoping Approach a

29.48

30.67

0.528

0.988

21.1

 

 

North Sea Consented Scoping Approach b

49.15

51.12

0.344

0.979

8.7

Razorbill

Forth Islands SPA

Forth and Tay Consented developer approach

13.56

11.86

0.905

0.998

39.5

 

 

Forth and Tay Consented Scoping approach a

44.82

40.11

0.716

0.993

18.4

 

 

Forth and Tay Consented Scoping Approach b

77.28

69.01

0.562

0.989

5.9

 

 

North Sea Consented developer approach

17.26

14.06

0.884

0.998

37.0

 

 

North Sea Consented Scoping Approach a

49.32

42.61

0.696

0.993

16.4

 

 

North Sea Consented Scoping Approach b

90.58

76.71

0.516

0.987

3.8

 

 

 (1) Project Alone: developer approach

3.56

3.06

0.974

0.999

47.2

 

 

 (2) Project Alone: Scoping approach a

10.62

9.51

0.924

0.998

41.4

 

 

 (2) Project Alone: Scoping approach b

18.98

17.31

0.868

0.997

35.3

Razorbill

St Abb’s Head to Fast Castle SPA

Forth and Tay Consented developer approach

3.22

3.05

0.955

0.999

45.2

 

 

Forth and Tay Consented Scoping approach a

9.69

9.70

0.867

0.997

34.3

 

 

Forth and Tay Consented Scoping Approach b

17.32

16.91

0.777

0.995

23.9

 

 

North Sea Consented developer approach

4.92

4.05

0.935

0.999

42.8

 

 

North Sea Consented Scoping Approach a

11.79

10.90

0.846

0.997

31.4

 

 

North Sea Consented Scoping Approach b

23.52

20.51

0.721

0.994

18.3

 

 

 (1) Project Alone: developer approach

2.62

2.65

0.962

0.999

46.1

 

 

 (2) Project Alone: Scoping approach a

8.29

8.70

0.883

0.998

36.4

 

 

 (2) Project Alone: Scoping approach b

14.42

14.91

0.807

0.996

27.0

Razorbill

Fowlsheugh SPA

Forth and Tay Consented developer approach

15.64

12.85

0.949

0.999

45.4

 

 

Forth and Tay Consented Scoping approach a

50.93

42.76

0.841

0.997

35.8

 

 

Forth and Tay Consented Scoping Approach b

88.25

73.38

0.741

0.994

27.0

 

 

North Sea Consented developer approach

20.74

15.75

0.934

0.999

44.2

 

 

North Sea Consented Scoping Approach a

57.23

46.46

0.825

0.996

34.8

 

 

North Sea Consented Scoping Approach b

106.70

84.18

0.701

0.993

22.9

 

 

 (1) Project Alone: developer approach

4.34

3.25

0.986

1.000

48.9

 

 

 (2) Project Alone: Scoping approach a

12.73

9.76

0.959

0.999

46.2

 

 

 (2) Project Alone: Scoping approach b

22.95

17.38

0.928

0.999

43.6

Razorbill

Troup, Pennan and Lion’s Heads

North Sea Consented developer approach

4.05

2.50

0.964

0.999

46.7

 

 

North Sea Consented Scoping Approach a

6.06

3.95

0.946

0.999

45.3

 

 

North Sea Consented Scoping Approach b

15.65

9.79

0.868

0.997

38.2

 

 

 (1) Project Alone: developer approach

0.75

0.52

0.993

1.000

49.5

 

 

 (2) Project Alone: Scoping approach a

1.46

1.05

0.986

1.000

48.9

 

 

 (2) Project Alone: Scoping approach b

3.25

2.29

0.970

0.999

47.2

Razorbill

Farne Islands SPA

North Sea Consented developer approach

0.50

0.20

0.964

0.999

45.8

 

 

North Sea Consented Scoping Approach a

0.62

0.50

0.944

0.999

43.6

 

 

North Sea Consented Scoping Approach b

1.76

1.20

0.858

0.997

34.5

 

 

 (1) Project Alone: developer approach

0.10

0.08

0.991

1.000

49.0

 

 

 (2) Project Alone: Scoping approach a

0.22

0.20

0.979

1.000

47.5

 

 

 (2) Project Alone: Scoping approach b

0.46

0.40

0.957

0.999

45.0

Razorbill

East Caithness cliffs

North Sea Consented developer approach

48.02

32.17

0.935

0.999

44.9

 

 

North Sea Consented Scoping Approach a

113.00

80.21

0.852

0.997

38.0

 

 

North Sea Consented Scoping Approach b

228.38

157.57

0.725

0.994

26.5

 

 

 (1) Project Alone: developer approach

3.92

2.57

0.995

1.000

49.6

 

 

 (2) Project Alone: Scoping approach a

5.30

3.51

0.993

1.000

49.4

 

 

 (2) Project Alone: Scoping approach b

14.78

9.77

0.980

1.000

48.1

Razorbill

Flamborough and Filey Coast

North Sea Consented developer approach

41.90

12.10

0.955

0.999

45.3

 

 

North Sea Consented Scoping Approach a

102.78

14.79

0.903

0.998

38.9

 

 

North Sea Consented Scoping Approach b

203.34

43.94

0.809

0.996

27.8

 

 

 (1) Project Alone: developer approach

3.00

2.17

0.996

1.000

49.6

 

 

 (2) Project Alone: Scoping approach a

3.78

2.79

0.995

1.000

49.5

 

 

 (2) Project Alone: Scoping approach b

11.04

8.04

0.985

1.000

48.3

 

Table 3.5:  2062 projection – summary of specific mortality scenarios for regions for 7 species. Note matched-pair runs are not conducted when combining regional PVAs – counterfactuals for population growth may be marginally larger than 1 for small impacts due to simulation variability. Similarly 50th centile figures may exceed 50.

 

Species

Scenario

Unimpacted median population size

Impacted median population size

Counterfactual of population growth rate - median

Counterfactual Population Size - median

Unimpacted centile at impacted 50th centile (median)

Gannet

 (1) Project Alone: developer approach

1986443

1964645

1.000

0.987

47.2

 

 (2) Project Alone: Scoping approach a

1986443

1960712

1.000

0.984

46.6

 

 (2) Project Alone: Scoping approach b

1986443

1948624

0.999

0.980

45.2

 

Forth and Tay Consented developer approach

1986443

1886754

0.999

0.952

37.2

 

Forth and Tay Consented Scoping approach a

1986443

1883882

0.998

0.946

36.9

 

Forth and Tay Consented Scoping Approach b

1986443

1846353

0.998

0.927

32.1

 

North Sea Consented developer approach

1986443

1729021

0.996

0.867

18.4

 

North Sea Consented Scoping Approach a

1986443

1716996

0.996

0.866

17.1

 

North Sea Consented Scoping Approach b

1986443

1638870

0.995

0.821

10.3

 

North Sea As-built: developer approach

1986443

1920713

0.999

0.967

41.6

 

North Sea As built Approach a

1986443

1919283

0.999

0.968

41.3

 

North Sea As-built: scoping approach b

1986443

1894512

0.999

0.956

38.1

Guillemot

 (1) Project Alone: developer approach

1177118

1144276

0.999

0.974

40.1

 

 (2) Project Alone: Scoping approach a

1177118

1085147

0.998

0.923

24.1

 

 (2) Project Alone: Scoping approach b

1177118

1008205

0.996

0.855

8.7

 

North Sea Consented developer approach

1177118

1131946

0.999

0.962

36.6

 

North Sea Consented Scoping Approach a

1177118

1060139

0.997

0.902

18.1

 

North Sea Consented Scoping Approach b

1177118

973219

0.995

0.830

4.5

 

Forth and Tay Consented developer approach

1177118

1142467

0.999

0.971

39.6

 

Forth and Tay Consented Scoping approach a

1177118

1081981

0.998

0.918

23.2

 

Forth and Tay Consented Scoping Approach b

1177118

1007158

0.996

0.856

8.6

Herring gull

 (1) Project Alone: developer approach

158405

155612

1.000

0.981

47.1

 

 (2) Project Alone: Scoping approach

158405

153719

0.999

0.968

44.7

 

North Sea Consented developer approach

158405

153859

0.999

0.970

44.9

 

North Sea Consented Scoping Approach

158405

151634

0.999

0.957

42.3

 

Forth and Tay Consented developer approach

158405

154986

0.999

0.980

46.2

 

Forth and Tay Consented Scoping Approach

158405

153688

0.999

0.972

44.7

Kittiwake

 (1) Project Alone: developer approach

216118

212612

0.999

0.983

47.3

 

 (2) Project Alone: Scoping approach a

216118

209560

0.999

0.966

44.7

 

 (2) Project Alone: Scoping approach b

216118

207506

0.999

0.961

43.1

 

Forth and Tay Consented developer approach

216118

210200

0.999

0.970

45.3

 

Forth and Tay Consented Scoping approach a

216118

207876

0.999

0.963

43.4

 

Forth and Tay Consented Scoping Approach b

216118

206352

0.999

0.960

42.2

 

North Sea Consented developer approach

216118

185008

0.996

0.856

24.3

 

North Sea Consented Scoping Approach a

216118

182965

0.995

0.846

22.5

 

North Sea Consented Scoping Approach b

216118

174636

0.994

0.808

17.2

 

North Sea As-built: developer approach

216118

193188

0.997

0.893

31.2

 

North Sea As built Approach a

216118

191433

0.997

0.882

29.8

 

North Sea As-built: scoping approach b

216118

183277

0.995

0.846

22.7

Lesser Black-backed gull

 (1) Project Alone: developer approach

25959

25704

1.000

0.991

47.8

 

 (2) Project Alone: Scoping approach

25959

25507

0.999

0.983

46.0

Puffin

 (1) Project Alone: developer approach

756984

752063

1.000

0.995

49.1

 

 (2) Project Alone: Scoping approach a

756984

749107

1.000

0.996

48.7

 

 (2) Project Alone: Scoping approach b

756984

748853

1.000

0.988

48.7

 

North Sea Consented developer approach

756984

749618

1.000

0.986

48.8

 

North Sea Consented Scoping Approach a

756984

735327

0.999

0.968

46.1

 

North Sea Consented Scoping Approach b

756984

717711

0.998

0.947

42.8

Razorbill

 (1) Project Alone: developer approach

366241

363643

1.000

0.997

48.6

 

 (2) Project Alone: Scoping approach a

366241

360039

1.000

0.982

46.4

 

 (2) Project Alone: Scoping approach b

366241

355002

0.999

0.966

43.7

 

Forth and Tay Consented developer approach

366241

362407

1.000

0.989

47.8

 

Forth and Tay Consented Scoping approach a

366241

349935

0.999

0.956

40.4

 

Forth and Tay Consented Scoping Approach b

366241

341267

0.998

0.930

35.1

 

North Sea Consented developer approach

366241

350751

0.999

0.959

40.9

 

North Sea Consented Scoping Approach a

366241

330434

0.997

0.903

28.7

 

North Sea Consented Scoping Approach b

366241

300038

0.994

0.820

14.0

 

Table 3.6: 2077 projection – summary of specific mortality scenarios for regions for 7 species. Note matched-pair runs are not conducted when combining regional PVAs – counterfactuals for population growth may be marginally larger than 1 for small impacts due to simulation variability. Similarly, 50th centile figures may exceed 50.

 

Species

Scenario

Unimpacted median population size

Impacted median population size

Counterfactual of population growth rate - median

Counterfactual Population Size - median

Unimpacted centile at impacted 50th centile (median)

Gannet

 (1) Project Alone: developer approach

3696467

3612434

1.000

0.978

44.8

 

 (2) Project Alone: Scoping approach a

3696467

3609880

0.999

0.974

44.7

 

 (2) Project Alone: Scoping approach b

3696467

3582963

0.999

0.970

43.0

 

Forth and Tay Consented developer approach

3696467

3422554

0.999

0.926

33.8

 

Forth and Tay Consented Scoping approach a

3696467

3412813

0.999

0.929

33.3

 

Forth and Tay Consented Scoping Approach b

3696467

3327953

0.998

0.897

28.3

 

North Sea Consented developer approach

3696467

3020686

0.996

0.817

12.8

 

North Sea Consented Scoping Approach a

3696467

3009107

0.996

0.815

12.4

 

North Sea Consented Scoping Approach b

3696467

2806166

0.995

0.757

5.6

 

North Sea As-built: developer approach

3696467

3512550

0.999

0.953

39.1

 

North Sea As built Approach a

3696467

3511541

0.999

0.953

39.0

 

North Sea As-built: scoping approach b

3696467

3444903

0.999

0.937

35.0

Guillemot

 (1) Project Alone: developer approach

1816712

1742204

0.999

0.957

37.5

 

 (2) Project Alone: Scoping approach a

1816712

1623758

0.998

0.893

19.8

 

 (2) Project Alone: Scoping approach b

1816712

1471010

0.996

0.809

5.6

 

North Sea Consented developer approach

1816712

1724909

0.999

0.951

34.7

 

North Sea Consented Scoping Approach a

1816712

1584525

0.997

0.874

14.8

 

North Sea Consented Scoping Approach b

1816712

1426631

0.995

0.789

3.3

 

Forth and Tay Consented developer approach

1816712

1735772

0.999

0.955

36.5

 

Forth and Tay Consented Scoping approach a

1816712

1622214

0.998

0.891

19.6

 

Forth and Tay Consented Scoping Approach b

1816712

1476651

0.996

0.811

5.9

Herring gull

 (1) Project Alone: developer approach

364687

357107

1.000

0.974

46.7

 

 (2) Project Alone: Scoping approach

364687

351727

0.999

0.957

44.5

 

North Sea Consented developer approach

364687

351277

0.999

0.963

44.2

 

North Sea Consented Scoping Approach

364687

346766

0.999

0.952

41.9

 

Forth and Tay Consented developer approach

364687

356025

1.000

0.973

46.3

 

Forth and Tay Consented Scoping Approach

364687

351792

0.999

0.962

44.5

Kittiwake

 (1) Project Alone: developer approach

221068

216027

1.000

0.976

46.5

 

 (2) Project Alone: Scoping approach a

221068

212541

0.999

0.964

44.1

 

 (2) Project Alone: Scoping approach b

221068

210762

0.999

0.957

42.9

 

Forth and Tay Consented developer approach

221068

215722

1.000

0.977

46.3

 

Forth and Tay Consented Scoping approach a

221068

211539

0.999

0.956

43.5

 

Forth and Tay Consented Scoping Approach b

221068

210895

0.999

0.952

43.0

 

North Sea Consented developer approach

221068

179532

0.996

0.814

21.6

 

North Sea Consented Scoping Approach a

221068

176447

0.995

0.797

19.8

 

North Sea Consented Scoping Approach b

221068

165858

0.994

0.745

13.3

 

North Sea As-built: developer approach

221068

188411

0.997

0.853

27.2

 

North Sea As built Approach a

221068

185559

0.997

0.843

25.4

 

North Sea As-built: scoping approach b

221068

174456

0.995

0.786

18.6

Lesser Black-backed gull

 (1) Project Alone: developer approach

45829

45016

1.000

0.983

46.5

 

 (2) Project Alone: Scoping approach

45829

44800

1.000

0.977

45.5

Puffin

 (1) Project Alone: developer approach

1284129

1280098

1.000

1.005

49.6

 

 (2) Project Alone: Scoping approach a

1284129

1263051

1.000

0.988

48.2

 

 (2) Project Alone: Scoping approach b

1284129

1266029

1.000

0.992

48.4

 

North Sea Consented developer approach

1284129

1274867

1.000

0.996

49.2

 

North Sea Consented Scoping Approach a

1284129

1232174

0.999

0.964

45.4

 

North Sea Consented Scoping Approach b

1284129

1206944

0.999

0.950

43.2

Razorbill

 (1) Project Alone: developer approach

577073

572792

1.000

0.990

48.7

 

 (2) Project Alone: Scoping approach a

577073

565226

1.000

0.982

46.3

 

 (2) Project Alone: Scoping approach b

577073

547779

0.999

0.953

40.8

 

Forth and Tay Consented developer approach

577073

565360

1.000

0.978

46.4

 

Forth and Tay Consented Scoping approach a

577073

550662

0.999

0.955

41.6

 

Forth and Tay Consented Scoping Approach b

577073

529784

0.998

0.919

34.9

 

North Sea Consented developer approach

577073

546524

0.999

0.949

40.3

 

North Sea Consented Scoping Approach a

577073

502715

0.997

0.871

26.9

 

North Sea Consented Scoping Approach b

577073

441838

0.995

0.760

10.3

3.2      Gannet - Forth Islands SPA

3.2 Gannet - Forth Islands SPA

Figure 3.1:
Figure Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.1:  Figure Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.2:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.2:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.3:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.3:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.4:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.4  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.7: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.042

1.027

1.054

 

 

 

2062

250

1.040

1.025

1.052

0.935

0.998

40.7

2062

500

1.038

1.023

1.050

0.874

0.996

32.1

2062

750

1.036

1.021

1.048

0.817

0.994

24.3

2062

1000

1.034

1.019

1.046

0.764

0.993

17.5

2062

1250

1.032

1.017

1.044

0.714

0.991

12.3

2062

1500

1.030

1.015

1.042

0.667

0.989

8.2

2062

1750

1.028

1.013

1.041

0.623

0.987

5.5

2062

2000

1.026

1.011

1.039

0.582

0.985

3.4

2062

2250

1.024

1.009

1.037

0.544

0.983

2.0

2077

0

1.041

1.029

1.052

 

 

 

2077

250

1.039

1.027

1.050

0.909

0.998

38.6

2077

500

1.037

1.025

1.048

0.826

0.996

28.7

2077

750

1.036

1.023

1.046

0.751

0.994

19.6

2077

1000

1.034

1.021

1.044

0.682

0.993

12.8

2077

1250

1.032

1.019

1.042

0.619

0.991

8.2

2077

1500

1.030

1.017

1.040

0.563

0.989

4.6

2077

1750

1.028

1.015

1.038

0.511

0.987

2.6

2077

2000

1.026

1.013

1.036

0.464

0.985

1.3

2077

2250

1.024

1.011

1.034

0.421

0.983

0.7


Table 3.8: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.00

0.00

1057020.0

592306.0

1771243

Forth and Tay Consented developer approach

0.1

583.34

17.75

952367.0

533711.7

1596707

Forth and Tay Consented Scoping approach a

0.1

610.70

18.93

947664.4

531088.5

1588915

Forth and Tay Consented Scoping Approach b

0.1

822.44

28.12

912148.0

511212.0

1529872

North Sea Consented developer approach

0.1

800.34

167.85

900856.7

504410.1

1511404

North Sea Consented Scoping Approach a

0.1

827.70

174.03

895867.8

501616.8

1503157

North Sea Consented Scoping Approach b

0.1

1112.84

239.72

845416.2

473321.9

1419587

(1) Project Alone: developer approach

0.1

154.14

5.55

1028217.7

576163.3

1723310

(2) Project Alone: Scoping approach a

0.1

183.04

6.73

1023133.4

573331.1

1714865

(2) Project Alone: Scoping approach b

0.1

245.17

10.82

1011584.4

566890.0

1695683


Table 3.9: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.00

0.00

1946799

987991.4

3466133

Forth and Tay Consented developer approach

0.1

583.34

17.75

1680845

853159.0

2995590

Forth and Tay Consented Scoping approach a

0.1

610.70

18.93

1669167

847258.0

2974995

Forth and Tay Consented Scoping Approach b

0.1

822.44

28.12

1582193

802935.0

2820552

North Sea Consented developer approach

0.1

800.34

167.85

1553444

787755.3

2771071

North Sea Consented Scoping Approach a

0.1

827.70

174.03

1541333

781610.6

2749721

North Sea Consented Scoping Approach b

0.1

1112.84

239.72

1420659

720170.0

2536132

(1) Project Alone: developer approach

0.1

154.14

5.55

1872658

950273.7

3334585

(2) Project Alone: Scoping approach a

0.1

183.04

6.73

1859720

943698.7

3311649

(2) Project Alone: Scoping approach b

0.1

245.17

10.82

1830410

928798.9

3259729


Table 3.10: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR  lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.00

0.00

1.042

1.027

1.054

1.041

1.029

1.052

Forth and Tay Consented developer approach

0.1

583.34

17.75

1.039

1.024

1.051

1.038

1.026

1.049

Forth and Tay Consented Scoping approach a

0.1

610.70

18.93

1.039

1.024

1.051

1.038

1.026

1.049

Forth and Tay Consented Scoping Approach b

0.1

822.44

28.12

1.037

1.022

1.050

1.037

1.025

1.048

North Sea Consented developer approach

0.1

800.34

167.85

1.037

1.022

1.049

1.037

1.024

1.047

North Sea Consented Scoping Approach a

0.1

827.70

174.03

1.037

1.022

1.049

1.037

1.024

1.047

North Sea Consented Scoping Approach b

0.1

1112.84

239.72

1.035

1.020

1.048

1.035

1.022

1.045

(1) Project Alone: developer approach

0.1

154.14

5.55

1.041

1.026

1.053

1.041

1.028

1.051

(2) Project Alone: Scoping approach a

0.1

183.04

6.73

1.041

1.026

1.053

1.040

1.028

1.051

(2) Project Alone: Scoping approach b

0.1

245.17

 

10.82

1.040

1.025

1.053

1.040

1.028

1.050


Table 3.11: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.1

583.34

17.75

0.901

0.864

0.997

0.997

Forth and Tay Consented Scoping approach a

0.1

610.70

18.93

0.897

0.858

0.997

0.997

Forth and Tay Consented Scoping Approach b

0.1

822.44

28.12

0.863

0.813

0.996

0.996

North Sea Consented developer approach

0.1

800.34

167.85

0.853

0.798

0.996

0.996

North Sea Consented Scoping Approach a

0.1

827.70

174.03

0.848

0.792

0.995

0.995

North Sea Consented Scoping Approach b

0.1

1112.84

239.72

0.800

0.730

0.994

0.994

(1) Project Alone: developer approach

0.1

154.14

5.55

0.973

0.962

0.999

0.999

(2) Project Alone: Scoping approach a

0.1

183.04

6.73

0.968

0.955

0.999

0.999

(2) Project Alone: Scoping approach b

0.1

245.17

10.82

0.957

0.940

0.999

0.999


3.3      Gannet - Flamborough and Filey Coast SPA

3.3 Gannet - Flamborough and Filey Coast SPA

Figure 3.5:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.5: Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.6:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.6:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.7:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.7:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.8:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.8:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.12: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.050

1.036

1.063

 

 

 

2062

50

1.048

1.033

1.060

0.927

0.998

39.1

2062

100

1.046

1.031

1.058

0.859

0.996

28.5

2062

150

1.044

1.029

1.056

0.796

0.994

19.8

2062

200

1.042

1.027

1.054

0.737

0.992

13.4

2062

250

1.039

1.025

1.052

0.683

0.989

8.6

2062

300

1.037

1.022

1.049

0.633

0.987

4.7

2062

350

1.035

1.020

1.047

0.586

0.985

2.8

2062

400

1.033

1.018

1.045

0.542

0.983

1.5

2062

450

1.030

1.016

1.043

0.502

0.981

0.8

2062

500

1.028

1.014

1.041

0.465

0.979

0.4

2062

550

1.026

1.011

1.038

0.430

0.977

0.1

2062

600

1.024

1.009

1.036

0.398

0.975

0.1

2062

650

1.022

1.007

1.034

0.368

0.973

0.0

2062

700

1.019

1.005

1.032

0.340

0.971

0.0

2062

750

1.017

1.002

1.029

0.315

0.968

0.0

2062

800

1.015

1.000

1.027

0.291

0.966

0.0

2062

850

1.013

0.998

1.025

0.269

0.964

0.0

2062

900

1.011

0.996

1.023

0.249

0.962

0.0

2062

950

1.008

0.994

1.021

0.230

0.960

0.0

2062

1000

1.006

0.991

1.018

0.212

0.958

0.0

2077

0

1.050

1.038

1.061

 

 

 

2077

50

1.048

1.036

1.058

0.898

0.998

35.9

2077

100

1.046

1.034

1.056

0.806

0.996

23.7

2077

150

1.044

1.031

1.054

0.723

0.994

14.8

2077

200

1.041

1.029

1.052

0.649

0.992

8.6

2077

250

1.039

1.027

1.049

0.582

0.989

4.7

2077

300

1.037

1.025

1.047

0.522

0.987

2.1

2077

350

1.035

1.023

1.045

0.468

0.985

1.0

2077

400

1.032

1.020

1.043

0.420

0.983

0.4

2077

450

1.030

1.018

1.041

0.376

0.981

0.2

2077

500

1.028

1.016

1.038

0.337

0.979

0.1

2077

550

1.026

1.014

1.036

0.302

0.977

0.0

2077

600

1.024

1.011

1.034

0.270

0.975

0.0

2077

650

1.021

1.009

1.032

0.242

0.973

0.0

2077

700

1.019

1.007

1.030

0.217

0.970

0.0

2077

750

1.017

1.005

1.027

0.194

0.968

0.0

2077

800

1.015

1.003

1.025

0.173

0.966

0.0

2077

850

1.013

1.000

1.023

0.155

0.964

0.0

2077

900

1.010

0.998

1.021

0.139

0.962

0.0

2077

950

1.008

0.996

1.018

0.124

0.960

0.0

2077

1000

1.006

0.994

1.016

0.111

0.958

0.0


Table 3.13: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.00

0.00

243126.9

141247.1

386265.7

North Sea As-built: developer approach

0.1

301.88

35.78

178439.1

103641.7

284276.7

North Sea As built Approach a

0.1

302.03

35.90

178399.9

103618.7

284214.6

North Sea As-built: scoping approach b

0.1

438.26

48.92

155369.2

90305.5

247695.9

North Sea Consented developer approach

0.1

351.48

36.38

170210.6

98862.6

271188.9

North Sea Consented Scoping Approach a

0.1

351.99

36.51

170113.7

98806.2

271038.5

North Sea Consented Scoping Approach b

0.1

487.86

49.52

148144.1

86099.4

236140.1

 

Table 3.14: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.00

0.00

504370.9

268580.1

871781.6

North Sea As-built: developer approach

0.1

301.88

35.78

325679.4

173047.4

563389.0

North Sea As built Approach a

0.1

302.03

35.90

325578.1

172993.9

563218.0

North Sea As-built: scoping approach b

0.1

438.26

48.92

267978.8

142316.9

464201.1

North Sea Consented developer approach

0.1

351.48

36.38

304501.0

161782.7

526944.8

North Sea Consented Scoping Approach a

0.1

351.99

36.51

304256.7

161652.3

526525.9

North Sea Consented Scoping Approach b

0.1

487.86

49.52

250668.4

133095.7

434411.2


Table 3.15: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR  lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.00

0.00

1.050

1.036

1.063

1.050

1.038

1.061

North Sea As-built: developer approach

0.1

301.88

35.78

1.041

1.027

1.054

1.041

1.029

1.052

North Sea As built Approach a

0.1

302.03

35.90

1.041

1.027

1.054

1.041

1.029

1.052

North Sea As-built: scoping approach b

0.1

438.26

48.92

1.037

1.023

1.050

1.037

1.025

1.048

North Sea Consented developer approach

0.1

351.48

36.38

1.040

1.025

1.052

1.040

1.028

1.050

North Sea Consented Scoping Approach a

0.1

351.99

36.51

1.040

1.025

1.052

1.040

1.028

1.050

North Sea Consented Scoping Approach b

0.1

487.86

49.52

1.036

1.022

1.048

1.036

1.024

1.046


Table 3.16: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea As-built: developer approach

0.1

301.88

35.78

0.734

0.646

0.991

0.991

North Sea As built Approach a

0.1

302.03

35.90

0.733

0.646

0.991

0.991

North Sea As-built: scoping approach b

0.1

438.26

48.92

0.639

0.531

0.988

0.988

North Sea Consented developer approach

0.1

351.48

36.38

0.699

0.604

0.990

0.990

North Sea Consented Scoping Approach a

0.1

351.99

36.51

0.699

0.603

0.990

0.990

North Sea Consented Scoping Approach b

0.1

487.86

49.52

0.609

0.497

0.986

0.986


3.4      Gannet - North Rona and Sula Sgeir SPA

3.4 Gannet - North Rona and Sula Sgeir SPA

Figure 3.9:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.9:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.10:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.10: Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.11:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.11:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.12:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.12:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

 

Table 3.17: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.038

1.023

1.051

 

 

 

2062

5

1.038

1.023

1.051

0.991

1.000

48.6

2062

10

1.038

1.022

1.050

0.982

1.000

47.3

2062

15

1.037

1.022

1.050

0.973

0.999

45.8

2062

20

1.037

1.022

1.050

0.965

0.999

44.8

2062

25

1.037

1.022

1.050

0.956

0.999

43.6

2062

30

1.037

1.021

1.049

0.947

0.999

42.4

2077

0

1.038

1.025

1.049

 

 

 

2077

5

1.038

1.025

1.048

0.987

1.000

48.6

2077

10

1.038

1.025

1.048

0.975

0.999

47.2

2077

15

1.037

1.025

1.048

0.962

0.999

46.0

2077

20

1.037

1.024

1.048

0.950

0.999

44.1

2077

25

1.037

1.024

1.047

0.938

0.999

42.7

2077

30

1.036

1.024

1.047

0.926

0.998

41.2


Table 3.18: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.00

0.000

138981.5

76350.6

233224.8

North Sea Consented developer approach

0.1

4.25

3.103

137941.9

75772.3

231511.8

North Sea Consented Scoping Approach a

0.1

4.33

3.104

137928.7

75764.7

231488.3

North Sea Consented Scoping Approach b

0.1

6.08

4.405

137499.9

75525.6

230782.1

 

Table 3.19: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.00

0.000

243141.3

122494.4

437073.9

North Sea Consented developer approach

0.1

4.25

3.103

240562.0

121178.8

432494.5

North Sea Consented Scoping Approach a

0.1

4.33

3.104

240528.6

121161.1

432438.8

North Sea Consented Scoping Approach b

0.1

6.08

4.405

239468.0

120621.0

430553.8


Table 3.20: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.00

0.000

1.038

1.023

1.051

1.038

1.025

1.049

North Sea Consented developer approach

0.1

4.25

3.103

1.038

1.023

1.051

1.038

1.025

1.048

North Sea Consented Scoping Approach a

0.1

4.33

3.104

1.038

1.023

1.051

1.038

1.025

1.048

North Sea Consented Scoping Approach b

0.1

6.08

4.405

1.038

1.023

1.051

1.038

1.025

1.048

 

Table 3.21: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.1

4.25

3.103

0.993

0.989

1

1

North Sea Consented Scoping Approach a

0.1

4.33

3.104

0.992

0.989

1

1

North Sea Consented Scoping Approach b

0.1

6.08

4.405

0.989

0.985

1

1


3.5      Gannet – Fair Isle SPA

3.5 Gannet – Fair Isle SPA

Figure 3.13:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.13: Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.14:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.14:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.15:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.15:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.16:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.16:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.22: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.041

1.026

1.053

 

 

 

2062

5

1.041

1.026

1.053

0.980

0.999

47.0

2062

10

1.040

1.025

1.052

0.960

0.999

44.4

2062

15

1.040

1.025

1.052

0.941

0.998

41.5

2062

20

1.039

1.024

1.051

0.922

0.998

38.4

2062

25

1.038

1.023

1.050

0.903

0.997

36.1

2062

30

1.038

1.023

1.050

0.885

0.997

33.4

2062

35

1.037

1.022

1.049

0.867

0.996

30.7

2062

40

1.037

1.022

1.049

0.850

0.995

28.2

2062

45

1.036

1.021

1.048

0.832

0.995

25.3

2062

50

1.035

1.020

1.048

0.815

0.994

22.7

2077

0

1.041

1.029

1.052

 

 

 

2077

5

1.041

1.028

1.051

0.972

0.999

46.2

2077

10

1.040

1.028

1.050

0.944

0.999

42.6

2077

15

1.039

1.027

1.050

0.917

0.998

38.8

2077

20

1.039

1.026

1.049

0.891

0.998

35.4

2077

25

1.038

1.026

1.049

0.865

0.997

32.6

2077

30

1.038

1.025

1.048

0.841

0.997

29.0

2077

35

1.037

1.025

1.047

0.817

0.996

26.0

2077

40

1.036

1.024

1.047

0.793

0.995

23.5

2077

45

1.036

1.023

1.046

0.771

0.995

20.6

2077

50

1.035

1.023

1.046

0.749

0.994

18.3


Table 3.23: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.00

0.00

52105.6

30200.5

81720.5

North Sea Consented developer approach

0.1

10.57

8.42

49924.6

28917.8

78308.8

North Sea Consented Scoping Approach a

0.1

10.66

8.42

49912.1

28910.1

78290.7

North Sea Consented Scoping Approach b

0.1

14.42

11.55

49143.6

28459.8

77091.8

 

Table 3.24: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.00

0.00

94613.2

50903.0

161865.3

North Sea Consented developer approach

0.1

10.57

8.42

89022.4

47859.5

152381.9

North Sea Consented Scoping Approach a

0.1

10.66

8.42

88992.3

47843.4

152329.8

North Sea Consented Scoping Approach b

0.1

14.42

11.55

87058.3

46786.5

149039.7


Table 3.25: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR (2062) lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.00

0.00

1.041

1.026

1.053

1.041

1.029

1.052

North Sea Consented developer approach

0.1

10.57

8.42

1.040

1.025

1.052

1.040

1.028

1.050

North Sea Consented Scoping Approach a

0.1

10.66

8.42

1.040

1.025

1.052

1.040

1.028

1.050

North Sea Consented Scoping Approach b

0.1

14.42

11.55

1.040

1.025

1.052

1.039

1.027

1.050

 

Table 3.26: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.1

10.57

8.42

0.958

0.941

0.999

0.999

North Sea Consented Scoping Approach a

0.1

10.66

8.42

0.958

0.941

0.999

0.999

North Sea Consented Scoping Approach b

0.1

14.42

11.55

0.943

0.920

0.998

0.998


3.6      Gannet - Noss SPA

3.6 Gannet - Noss SPA

Figure 3.17:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.17: Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.18:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.18:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.19:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.19:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.20:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.20:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.27: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.043

1.028

1.056

 

 

 

2062

5

1.043

1.028

1.055

0.993

1.000

48.9

2062

10

1.042

1.028

1.055

0.985

1.000

47.7

2062

15

1.042

1.027

1.055

0.978

0.999

46.8

2062

20

1.042

1.027

1.055

0.971

0.999

45.8

2062

25

1.042

1.027

1.054

0.964

0.999

44.6

2062

30

1.042

1.027

1.054

0.957

0.999

43.5

2062

35

1.041

1.027

1.054

0.950

0.999

42.8

2062

40

1.041

1.026

1.054

0.943

0.998

41.8

2062

45

1.041

1.026

1.054

0.936

0.998

40.6

2062

50

1.041

1.026

1.053

0.929

0.998

39.3

2062

55

1.041

1.026

1.053

0.922

0.998

38.2

2062

60

1.040

1.026

1.053

0.915

0.998

37.1

2062

65

1.040

1.025

1.053

0.909

0.997

36.0

2062

70

1.040

1.025

1.053

0.902

0.997

35.1

2062

75

1.040

1.025

1.052

0.895

0.997

34.3

2062

80

1.039

1.025

1.052

0.889

0.997

33.1

2062

85

1.039

1.024

1.052

0.882

0.997

32.4

2062

90

1.039

1.024

1.052

0.876

0.996

31.4

2062

95

1.039

1.024

1.052

0.869

0.996

30.0

2062

100

1.039

1.024

1.051

0.863

0.996

29.3

2062

105

1.038

1.024

1.051

0.857

0.996

28.6

2077

0

1.043

1.031

1.053

 

 

 

2077

5

1.042

1.030

1.053

0.990

1.000

48.6

2077

10

1.042

1.030

1.052

0.979

1.000

47.3

2077

15

1.042

1.030

1.052

0.969

0.999

46.0

2077

20

1.042

1.030

1.052

0.959

0.999

44.5

2077

25

1.042

1.029

1.052

0.949

0.999

43.3

2077

30

1.041

1.029

1.052

0.939

0.999

42.0

2077

35

1.041

1.029

1.051

0.930

0.999

40.7

2077

40

1.041

1.029

1.051

0.920

0.998

39.6

2077

45

1.041

1.029

1.051

0.910

0.998

38.2

2077

50

1.041

1.028

1.051

0.901

0.998

37.0

2077

55

1.040

1.028

1.051

0.891

0.998

35.8

2077

60

1.040

1.028

1.050

0.882

0.998

34.5

2077

65

1.040

1.028

1.050

0.873

0.997

33.3

2077

70

1.040

1.028

1.050

0.864

0.997

32.0

2077

75

1.040

1.027

1.050

0.855

0.997

30.7

2077

80

1.039

1.027

1.050

0.846

0.997

29.2

2077

85

1.039

1.027

1.049

0.837

0.997

28.1

2077

90

1.039

1.027

1.049

0.828

0.996

27.1

2077

95

1.039

1.026

1.049

0.820

0.996

26.3

2077

100

1.038

1.026

1.049

0.811

0.996

25.2

2077

105

1.038

1.026

1.048

0.803

0.996

23.9

 

Table 3.28: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.00

0.00

166389.5

96169.7

268809.3

North Sea Consented developer approach

0.1

35.08

28.51

158087.7

91277.0

255456.7

North Sea Consented Scoping Approach a

0.1

35.37

27.72

158121.6

91299.6

255514.0

North Sea Consented Scoping Approach b

0.1

48.68

37.93

155136.6

89543.6

250710.7

 

Table 3.29: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.00

0.00

310427.7

166490.0

527785.4

North Sea Consented developer approach

0.1

35.08

28.51

288556.2

154568.9

491011.8

North Sea Consented Scoping Approach a

0.1

35.37

27.72

288654.8

154624.1

491166.8

North Sea Consented Scoping Approach b

0.1

48.68

37.93

280914.1

150408.7

478134.6

 

Table 3.30: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.00

0.00

1.043

1.028

1.056

1.043

1.031

1.053

North Sea Consented developer approach

0.1

35.08

28.51

1.041

1.027

1.054

1.041

1.029

1.051

North Sea Consented Scoping Approach a

0.1

35.37

27.72

1.041

1.027

1.054

1.041

1.029

1.051

North Sea Consented Scoping Approach b

0.1

48.68

37.93

1.041

1.026

1.054

1.041

1.029

1.051

 

Table 3.31: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.1

35.08

28.51

0.950

0.930

0.999

0.999

North Sea Consented Scoping Approach a

0.1

35.37

27.72

0.950

0.930

0.999

0.999

North Sea Consented Scoping Approach b

0.1

48.68

37.93

0.932

0.905

0.998

0.998


3.7      Gannet - Hermaness, Saxa Vord and Valla Field SPA

3.7 Gannet - Hermaness, Saxa Vord and Valla Field SPA

Figure 3.21:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.21: Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.22:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.22:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.23:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.23:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.24:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.24:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.32: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.038

1.023

1.051

 

 

 

2062

10

1.038

1.023

1.050

0.992

1.000

48.7

2062

20

1.038

1.023

1.050

0.984

1.000

47.6

2062

30

1.037

1.022

1.050

0.977

0.999

46.5

2062

40

1.037

1.022

1.050

0.969

0.999

45.5

2062

50

1.037

1.022

1.049

0.961

0.999

44.4

2062

60

1.037

1.022

1.049

0.954

0.999

43.2

2062

70

1.036

1.022

1.049

0.946

0.998

42.3

2062

80

1.036

1.021

1.049

0.939

0.998

41.1

2062

90

1.036

1.021

1.049

0.931

0.998

39.9

2062

100

1.036

1.021

1.048

0.924

0.998

38.7

2062

110

1.036

1.021

1.048

0.917

0.998

37.9

2062

120

1.035

1.020

1.048

0.910

0.997

36.9

2062

130

1.035

1.020

1.048

0.902

0.997

35.9

2062

140

1.035

1.020

1.047

0.895

0.997

35.0

2062

150

1.035

1.020

1.047

0.888

0.997

33.8

2077

0

1.038

1.025

1.048

 

 

 

2077

10

1.038

1.025

1.048

0.989

1.000

48.8

2077

20

1.037

1.025

1.048

0.978

1.000

47.4

2077

30

1.037

1.025

1.048

0.967

0.999

46.0

2077

40

1.037

1.024

1.047

0.956

0.999

44.4

2077

50

1.037

1.024

1.047

0.946

0.999

43.2

2077

60

1.036

1.024

1.047

0.935

0.999

41.9

2077

70

1.036

1.024

1.047

0.925

0.998

40.7

2077

80

1.036

1.023

1.046

0.914

0.998

39.5

2077

90

1.036

1.023

1.046

0.904

0.998

38.3

2077

100

1.036

1.023

1.046

0.894

0.998

36.9

2077

110

1.035

1.023

1.046

0.884

0.998

35.7

2077

120

1.035

1.022

1.046

0.874

0.997

34.4

2077

130

1.035

1.022

1.045

0.864

0.997

33.4

2077

140

1.035

1.022

1.045

0.855

0.997

32.0

2077

150

1.034

1.022

1.045

0.845

0.997

30.8

 

Table 3.33: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.00

0.00

304501.0

169277.5

510147.8

North Sea Consented developer approach

0.1

75.30

60.07

286723.9

159231.1

480445.2

North Sea Consented Scoping Approach a

0.1

76.81

60.11

286492.1

159103.0

480063.0

North Sea Consented Scoping Approach b

0.1

104.20

82.26

280252.3

155580.2

469640.0

 

Table 3.34: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.00

0.00

533584.4

269654.1

950432.1

North Sea Consented developer approach

0.1

75.30

60.07

489847.2

247298.7

873090.5

North Sea Consented Scoping Approach a

0.1

76.81

60.11

489294.0

247024.7

872110.2

North Sea Consented Scoping Approach b

0.1

104.20

82.26

474216.8

239342.0

845438.6


Table 3.35: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.00

0.00

1.038

1.023

1.051

1.038

1.025

1.048

North Sea Consented developer approach

0.1

75.30

60.07

1.036

1.021

1.049

1.036

1.023

1.046

North Sea Consented Scoping Approach a

0.1

76.81

60.11

1.036

1.021

1.049

1.036

1.023

1.046

North Sea Consented Scoping Approach b

0.1

104.20

82.26

1.036

1.021

1.048

1.035

1.023

1.046

 

Table 3.36: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.1

75.30

60.07

0.942

0.918

0.998

0.998

North Sea Consented Scoping Approach a

0.1

76.81

60.11

0.941

0.917

0.998

0.998

North Sea Consented Scoping Approach b

0.1

104.20

82.26

0.920

0.889

0.998

0.998


3.8      Guillemot - Forth Islands SPA

3.8 Guillemot - Forth Islands SPA

Figure 3.25:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.25:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.


Figure 3.26:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.26:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.27:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.27:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.28:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.28:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.37: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.025

1.011

1.038

 

 

 

2062

50

1.023

1.009

1.036

0.943

0.998

41.4

2062

100

1.021

1.007

1.034

0.889

0.997

32.8

2062

150

1.020

1.006

1.033

0.838

0.995

25.3

2062

200

1.018

1.004

1.031

0.789

0.993

18.8

2062

250

1.016

1.002

1.029

0.744

0.992

13.4

2062

300

1.015

1.001

1.028

0.701

0.990

9.3

2062

350

1.013

0.999

1.026

0.661

0.989

6.1

2062

400

1.011

0.997

1.024

0.622

0.987

4.0

2062

450

1.010

0.996

1.023

0.586

0.985

2.3

2062

500

1.008

0.994

1.021

0.552

0.984

1.3

2062

550

1.006

0.992

1.019

0.520

0.982

0.7

2062

600

1.005

0.991

1.017

0.490

0.980

0.3

2062

650

1.003

0.989

1.016

0.461

0.979

0.1

2062

700

1.001

0.987

1.014

0.434

0.977

0.1

2077

0

1.025

1.013

1.035

 

 

 

2077

50

1.023

1.012

1.034

0.920

0.998

39.3

2077

100

1.021

1.010

1.032

0.846

0.997

29.0

2077

150

1.020

1.008

1.030

0.778

0.995

20.5

2077

200

1.018

1.007

1.029

0.715

0.993

13.6

2077

250

1.016

1.005

1.027

0.657

0.992

8.6

2077

300

1.015

1.003

1.025

0.604

0.990

5.4

2077

350

1.013

1.002

1.024

0.555

0.989

3.1

2077

400

1.011

1.000

1.022

0.510

0.987

1.4

2077

450

1.010

0.998

1.020

0.469

0.985

0.7

2077

500

1.008

0.997

1.019

0.430

0.984

0.3

2077

550

1.006

0.995

1.017

0.395

0.982

0.2

2077

600

1.005

0.993

1.015

0.363

0.980

0.1

2077

650

1.003

0.992

1.014

0.333

0.979

0.0

2077

700

1.001

0.990

1.012

0.306

0.977

0.0


Table 3.38: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.000

0.00

94669.2

56296.1

155125.7

North Sea Consented developer approach

0.07

82.817

80.12

85775.6

50936.8

140669.3

North Sea Consented Scoping Approach a

0.07

200.880

200.60

74243.3

44005.9

121879.1

North Sea Consented Scoping Approach b

0.07

398.910

392.06

58558.6

34572.7

96176.7

(1) Project Alone: developer approach

0.07

37.417

36.62

90521.5

53798.7

148392.6

(2) Project Alone: Scoping approach a

0.07

91.576

91.20

84773.6

50333.2

139040.0

(2) Project Alone: Scoping approach b

0.07

180.510

178.26

76174.3

45167.3

125044.8

 

Table 3.39: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.000

0.00

136427.1

73734.0

242852.2

North Sea Consented developer approach

0.07

82.817

80.12

118627.3

63993.4

211129.0

North Sea Consented Scoping Approach a

0.07

200.880

200.60

96642.1

52015.9

172026.3

North Sea Consented Scoping Approach b

0.07

398.910

392.06

68929.1

36969.5

122732.8

(1) Project Alone: developer approach

0.07

37.417

36.62

128046.7

69143.5

227910.5

(2) Project Alone: Scoping approach a

0.07

91.576

91.20

116665.8

62918.3

207625.9

(2) Project Alone: Scoping approach b

0.07

180.510

178.26

100240.3

53971.7

178428.5


Table 3.40: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.000

0.00

1.025

1.011

1.038

1.025

1.013

1.035

North Sea Consented developer approach

0.07

82.817

80.12

1.022

1.008

1.035

1.022

1.011

1.033

North Sea Consented Scoping Approach a

0.07

200.880

200.60

1.018

1.004

1.031

1.018

1.007

1.028

North Sea Consented Scoping Approach b

0.07

398.910

392.06

1.011

0.997

1.024

1.011

1.000

1.022

(1) Project Alone: developer approach

0.07

37.417

36.62

1.024

1.010

1.036

1.024

1.012

1.034

(2) Project Alone: Scoping approach a

0.07

91.576

91.20

1.022

1.008

1.034

1.022

1.010

1.032

(2) Project Alone: Scoping approach b

0.07

180.510

178.26

1.019

1.005

1.031

1.019

1.007

1.029


Table 3.41: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

82.817

80.12

0.906

0.869

0.997

0.997

North Sea Consented Scoping Approach a

0.07

200.880

200.60

0.784

0.708

0.993

0.993

North Sea Consented Scoping Approach b

0.07

398.910

392.06

0.618

0.505

0.987

0.987

(1) Project Alone: developer approach

0.07

37.417

36.62

0.956

0.938

0.999

0.999

(2) Project Alone: Scoping approach a

0.07

91.576

91.20

0.895

0.855

0.997

0.997

(2) Project Alone: Scoping approach b

0.07

180.510

178.26

0.804

0.734

0.994

0.994


3.9      Guillemot - St Abb’s Head to Fast Castle SPA

3.9 Guillemot - St Abb’s Head to Fast Castle SPA

Figure 3.29:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.29:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.30:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.30:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.31:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.31:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.32:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.32:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.42: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.025

1.011

1.038

 

 

 

2062

100

1.023

1.009

1.036

0.936

0.998

40.3

2062

200

1.021

1.007

1.034

0.876

0.996

31.6

2062

300

1.019

1.005

1.032

0.819

0.994

23.3

2062

400

1.017

1.003

1.030

0.766

0.993

17.1

2062

500

1.016

1.001

1.028

0.717

0.991

11.7

2062

600

1.014

0.999

1.026

0.670

0.989

7.5

2062

700

1.012

0.997

1.024

0.627

0.987

4.6

2062

800

1.010

0.995

1.022

0.586

0.985

2.9

2062

900

1.008

0.994

1.021

0.548

0.983

1.7

2062

1000

1.006

0.992

1.019

0.512

0.982

0.9

2062

1100

1.004

0.990

1.017

0.478

0.980

0.5

2062

1200

1.002

0.988

1.015

0.447

0.978

0.2

2062

1300

1.000

0.986

1.013

0.418

0.976

0.1

2062

1400

0.999

0.984

1.011

0.390

0.974

0.1

2062

1500

0.997

0.982

1.009

0.365

0.972

0.0

2077

0

1.025

1.013

1.035

 

 

 

2077

100

1.023

1.011

1.034

0.910

0.998

38.1

2077

200

1.021

1.009

1.032

0.828

0.996

26.8

2077

300

1.019

1.007

1.030

0.753

0.994

18.2

2077

400

1.017

1.006

1.028

0.685

0.993

11.3

2077

500

1.015

1.004

1.026

0.623

0.991

6.7

2077

600

1.013

1.002

1.024

0.567

0.989

4.0

2077

700

1.012

1.000

1.022

0.515

0.987

1.7

2077

800

1.010

0.998

1.020

0.468

0.985

0.8

2077

900

1.008

0.996

1.018

0.426

0.983

0.3

2077

1000

1.006

0.994

1.016

0.387

0.982

0.2

2077

1100

1.004

0.992

1.015

0.351

0.980

0.0

2077

1200

1.002

0.991

1.013

0.319

0.978

0.0

2077

1300

1.000

0.989

1.011

0.290

0.976

0.0

2077

1400

0.998

0.987

1.009

0.263

0.974

0.0

2077

1500

0.996

0.985

1.007

0.239

0.972

0.0


Table 3.43: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

180897.1

103493.6

296677.0

North Sea Consented developer approach

0.07

131.0054

132.85

165372.8

94592.5

271362.8

North Sea Consented Scoping Approach a

0.07

371.0500

370.16

140443.1

80216.1

230758.1

North Sea Consented Scoping Approach b

0.07

695.7739

688.70

112590.2

64146.2

185317.5

(1) Project Alone: developer approach

0.07

110.84

109.62

168034.6

96119.3

275713.9

(2) Project Alone: Scoping approach a

0.07

310.9482

311.66

146287.1

83586.9

240250.9

(2) Project Alone: Scoping approach b

0.07

576.12

573.96

121917.5

69502.7

200518.7

 

Table 3.44: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

260375.8

138288.4

454623.2

North Sea Consented developer approach

0.07

131.0054

132.85

229270.0

121563.7

400768.7

North Sea Consented Scoping Approach a

0.07

371.0500

370.16

181783.1

96210.7

318406.5

North Sea Consented Scoping Approach b

0.07

695.7739

688.70

132797.6

70034.1

233281.7

(1) Project Alone: developer approach

0.07

110.84

109.62

234510.0

124387.0

409849.8

(2) Project Alone: Scoping approach a

0.07

310.9482

311.66

192622.0

101962.6

337173.7

(2) Project Alone: Scoping approach b

0.07

576.12

573.96

148660.0

78479.9

261008.7

 

Table 3.45: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR  lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.025

1.011

1.038

1.025

1.013

1.035

North Sea Consented developer approach

0.07

131.0054

132.85

1.022

1.008

1.035

1.022

1.011

1.033

North Sea Consented Scoping Approach a

0.07

371.0500

370.16

1.018

1.003

1.030

1.018

1.006

1.028

North Sea Consented Scoping Approach b

0.07

695.7739

688.70

1.012

0.997

1.024

1.011

1.000

1.022

(1) Project Alone: developer approach

0.07

110.84

109.62

1.023

1.009

1.035

1.023

1.011

1.033

(2) Project Alone: Scoping approach a

0.07

310.9482

311.66

1.019

1.005

1.031

1.019

1.007

1.029

(2) Project Alone: Scoping approach b

0.07

576.12

573.96

1.014

0.999

1.026

1.014

1.002

1.024


Table 3.46: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

131.0054

132.85

0.914

0.880

0.998

0.998

North Sea Consented Scoping Approach a

0.07

371.0500

370.16

0.776

0.698

0.993

0.993

North Sea Consented Scoping Approach b

0.07

695.7739

688.70

0.622

0.510

0.987

0.987

(1) Project Alone: developer approach

0.07

110.84

109.62

0.929

0.901

0.998

0.998

(2) Project Alone: Scoping approach a

0.07

310.9482

311.66

0.809

0.740

0.994

0.994

(2) Project Alone: Scoping approach b

0.07

576.12

573.96

0.674

0.571

0.989

0.989


3.10 Guillemot - Fowlsheugh SPA

3.10 Guillemot - Fowlsheugh SPA

Figure 3.33:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.33:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.


Figure 3.34:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.34:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.35:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.35:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.36:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.36:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.47: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.025

1.011

1.038

 

 

 

2062

100

1.024

1.009

1.036

0.956

0.999

43.8

2062

200

1.022

1.008

1.035

0.915

0.998

37.4

2062

300

1.021

1.007

1.034

0.875

0.996

31.4

2062

400

1.020

1.006

1.032

0.836

0.995

25.7

2062

500

1.019

1.004

1.031

0.800

0.994

21.0

2062

600

1.017

1.003

1.030

0.765

0.993

16.8

2062

700

1.016

1.002

1.029

0.731

0.991

13.1

2062

800

1.015

1.000

1.027

0.699

0.990

10.0

2062

900

1.014

0.999

1.026

0.668

0.989

7.3

2062

1000

1.012

0.998

1.025

0.638

0.988

5.4

2062

1100

1.011

0.997

1.024

0.610

0.986

3.9

2062

1200

1.010

0.995

1.022

0.583

0.985

2.8

2062

1300

1.009

0.994

1.021

0.557

0.984

1.9

2062

1400

1.007

0.993

1.020

0.533

0.983

1.3

2062

1500

1.006

0.992

1.018

0.509

0.981

0.9

2077

0

1.025

1.013

1.035

 

 

 

2077

100

1.024

1.012

1.034

0.939

0.999

42.1

2077

200

1.022

1.011

1.033

0.881

0.998

33.9

2077

300

1.021

1.009

1.032

0.827

0.996

26.7

2077

400

1.020

1.008

1.030

0.776

0.995

20.4

2077

500

1.018

1.007

1.029

0.728

0.994

15.3

2077

600

1.017

1.006

1.028

0.683

0.993

11.0

2077

700

1.016

1.004

1.027

0.641

0.991

7.9

2077

800

1.015

1.003

1.025

0.601

0.990

5.7

2077

900

1.013

1.002

1.024

0.564

0.989

3.9

2077

1000

1.012

1.000

1.023

0.529

0.988

2.4

2077

1100

1.011

0.999

1.021

0.496

0.986

1.4

2077

1200

1.010

0.998

1.020

0.465

0.985

0.8

2077

1300

1.008

0.997

1.019

0.436

0.984

0.4

2077

1400

1.007

0.995

1.018

0.409

0.983

0.3

2077

1500

1.006

0.994

1.016

0.384

0.981

0.1


Table 3.48: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

269126.7

153972.7

441376.4

North Sea Consented developer approach

0.07

154.0966

149.42

251032.3

143583.5

411907.8

North Sea Consented Scoping Approach a

0.07

430.2900

423.20

221233.2

126429.1

363302.0

North Sea Consented Scoping Approach b

0.07

800.0429

781.75

187031.9

106643.5

307531.5

(1) Project Alone: developer approach

0.07

89.1966

88.52

258399.9

147820.0

423922.1

(2) Project Alone: Scoping approach a

0.07

259.90

261.04

238850.5

136609.4

391967.2

(2) Project Alone: Scoping approach b

0.07

473.32

472.88

216548.6

123725.8

355660.6

 

Table 3.49: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

387371.3

205735.3

676360.2

North Sea Consented developer approach

0.07

154.0966

149.42

350948.3

186187.1

613335.9

North Sea Consented Scoping Approach a

0.07

430.2900

423.20

293374.4

155281.9

513428.5

North Sea Consented Scoping Approach b

0.07

800.0429

781.75

231004.7

122019.2

405345.7

(1) Project Alone: developer approach

0.07

89.1966

88.52

365673.0

194098.4

638794.8

(2) Project Alone: Scoping approach a

0.07

259.90

261.04

327053.0

173306.4

571915.9

(2) Project Alone: Scoping approach b

0.07

473.32

472.88

284540.5

150613.2

498105.1


Table 3.50: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.025

1.011

1.038

1.025

1.013

1.035

North Sea Consented developer approach

0.07

154.0966

149.42

1.023

1.009

1.036

1.023

1.011

1.033

North Sea Consented Scoping Approach a

0.07

430.2900

423.20

1.019

1.005

1.032

1.019

1.008

1.030

North Sea Consented Scoping Approach b

0.07

800.0429

781.75

1.015

1.000

1.027

1.014

1.003

1.025

(1) Project Alone: developer approach

0.07

89.1966

88.52

1.024

1.009

1.036

1.024

1.012

1.034

(2) Project Alone: Scoping approach a

0.07

259.90

261.04

1.022

1.007

1.034

1.021

1.010

1.032

(2) Project Alone: Scoping approach b

0.07

473.32

472.88

1.019

1.004

1.031

1.019

1.007

1.029

 

.

Table 3.51: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

154.0966

149.42

0.933

0.906

0.998

0.998

North Sea Consented Scoping Approach a

0.07

430.2900

423.20

0.822

0.757

0.995

0.995

North Sea Consented Scoping Approach b

0.07

800.0429

781.75

0.695

0.596

0.990

0.990

(1) Project Alone: developer approach

0.07

89.1966

88.52

0.960

0.944

0.999

0.999

(2) Project Alone: Scoping approach a

0.07

259.90

261.04

0.887

0.844

0.997

0.997

(2) Project Alone: Scoping approach b

0.07

473.32

472.88

0.805

0.734

0.994

0.994


3.11 Guillemot - Farne Islands SPA

3.11 Guillemot - Farne Islands SPA

Figure 3.37:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.37:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.38:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.38:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.39:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.39:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.40:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.40:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.52: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.035

1.021

1.047

 

 

 

2062

25

1.035

1.021

1.047

0.988

1.000

48.2

2062

50

1.034

1.020

1.047

0.976

0.999

46.4

2062

75

1.034

1.020

1.046

0.965

0.999

44.3

2062

100

1.034

1.020

1.046

0.953

0.999

42.5

2062

125

1.033

1.019

1.046

0.942

0.998

40.7

2062

150

1.033

1.019

1.045

0.931

0.998

38.6

2062

175

1.033

1.019

1.045

0.920

0.998

36.7

2062

200

1.032

1.018

1.045

0.909

0.997

34.6

2062

225

1.032

1.018

1.044

0.898

0.997

33.1

2062

250

1.031

1.018

1.044

0.888

0.997

31.6

2062

275

1.031

1.017

1.044

0.877

0.996

30.2

2062

300

1.031

1.017

1.043

0.867

0.996

28.8

2062

325

1.030

1.017

1.043

0.856

0.996

27.3

2062

350

1.030

1.016

1.043

0.846

0.995

25.7

2062

375

1.030

1.016

1.042

0.836

0.995

24.4

2062

400

1.029

1.016

1.042

0.826

0.995

23.1

2077

0

1.035

1.023

1.045

 

 

 

2077

25

1.034

1.023

1.045

0.983

1.000

48.1

2077

50

1.034

1.023

1.045

0.967

0.999

45.9

2077

75

1.034

1.022

1.044

0.951

0.999

43.4

2077

100

1.033

1.022

1.044

0.935

0.999

40.8

2077

125

1.033

1.022

1.044

0.919

0.998

38.4

2077

150

1.033

1.021

1.043

0.904

0.998

36.2

2077

175

1.032

1.021

1.043

0.888

0.998

34.3

2077

200

1.032

1.021

1.043

0.873

0.997

32.0

2077

225

1.032

1.020

1.042

0.859

0.997

29.8

2077

250

1.031

1.020

1.042

0.844

0.997

27.9

2077

275

1.031

1.020

1.042

0.830

0.996

25.9

2077

300

1.031

1.019

1.041

0.816

0.996

24.2

2077

325

1.030

1.019

1.041

0.803

0.996

22.5

2077

350

1.030

1.019

1.041

0.789

0.995

21.0

2077

375

1.030

1.018

1.040

0.776

0.995

19.2

2077

400

1.029

1.018

1.040

0.763

0.995

17.6


Table 3.53: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

372688.9

220896.8

595800.8

(1) Project Alone: developer approach

0.07

36.9170

40.21

366106.8

216909.3

585470.6

(2) Project Alone: Scoping approach a

0.07

79.8353

88.67

358473.2

212289.0

573518.9

(2) Project Alone: Scoping approach b

0.07

167.20

183.90

343474.4

203213.2

549958.9

 

Table 3.54: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

620411.9

346130.5

1096506.5

(1) Project Alone: developer approach

0.07

36.9170

40.21

604955.1

337404.9

1069383.7

(2) Project Alone: Scoping approach a

0.07

79.8353

88.67

587200.9

327374.0

1038311.1

(2) Project Alone: Scoping approach b

0.07

167.20

183.90

552744.7

307902.6

977806.6


Table 3.55: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR  lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.035

1.021

1.047

1.035

1.023

1.045

(1) Project Alone: developer approach

0.07

36.9170

40.21

1.034

1.020

1.047

1.034

1.023

1.045

(2) Project Alone: Scoping approach a

0.07

79.8353

88.67

1.034

1.020

1.046

1.034

1.022

1.044

(2) Project Alone: Scoping approach b

0.07

167.20

183.90

1.033

1.019

1.045

1.032

1.021

1.043

 

Table 3.56: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

(1) Project Alone: developer approach

0.07

36.9170

40.21

0.982

0.975

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

79.8353

88.67

0.962

0.946

0.999

0.999

(2) Project Alone: Scoping approach b

0.07

167.20

183.90

0.922

0.891

0.998

0.998


3.12 Guillemot - Buchan Ness to Collieston Coast SPA

3.12 Guillemot - Buchan Ness to Collieston Coast SPA

Figure 3.41:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.41:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.42:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.42:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.43:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.43:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.44:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.44:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.57: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.025

1.011

1.038

 

 

 

2062

10

1.025

1.011

1.037

0.990

1.000

48.3

2062

20

1.024

1.010

1.037

0.980

0.999

46.6

2062

30

1.024

1.010

1.037

0.970

0.999

45.4

2062

40

1.024

1.010

1.036

0.960

0.999

43.8

2062

50

1.023

1.009

1.036

0.950

0.999

42.2

2062

60

1.023

1.009

1.036

0.940

0.998

40.6

2062

70

1.023

1.009

1.036

0.930

0.998

39.0

2062

80

1.023

1.008

1.035

0.921

0.998

37.2

2062

90

1.022

1.008

1.035

0.911

0.997

35.6

2062

100

1.022

1.008

1.035

0.902

0.997

34.1

2062

110

1.022

1.008

1.034

0.893

0.997

32.7

2062

120

1.021

1.007

1.034

0.884

0.997

31.4

2062

130

1.021

1.007

1.034

0.874

0.996

30.2

2062

140

1.021

1.007

1.033

0.865

0.996

28.9

2062

150

1.021

1.006

1.033

0.857

0.996

27.8

2062

160

1.020

1.006

1.033

0.848

0.995

26.6

2062

170

1.020

1.006

1.033

0.839

0.995

25.5

2062

180

1.020

1.006

1.032

0.830

0.995

24.3

2062

190

1.019

1.005

1.032

0.822

0.995

23.3

2062

200

1.019

1.005

1.032

0.813

0.994

22.2

2077

0

1.025

1.013

1.036

 

 

 

2077

10

1.025

1.013

1.035

0.985

1.000

47.8

2077

20

1.024

1.013

1.035

0.971

0.999

46.4

2077

30

1.024

1.012

1.035

0.957

0.999

44.5

2077

40

1.024

1.012

1.034

0.943

0.999

42.3

2077

50

1.023

1.012

1.034

0.929

0.999

40.3

2077

60

1.023

1.012

1.034

0.916

0.998

38.3

2077

70

1.023

1.011

1.034

0.903

0.998

36.2

2077

80

1.022

1.011

1.033

0.890

0.998

34.6

2077

90

1.022

1.011

1.033

0.877

0.997

32.9

2077

100

1.022

1.010

1.033

0.864

0.997

31.2

2077

110

1.022

1.010

1.032

0.851

0.997

29.7

2077

120

1.021

1.010

1.032

0.839

0.997

27.9

2077

130

1.021

1.010

1.032

0.827

0.996

26.6

2077

140

1.021

1.009

1.031

0.815

0.996

24.8

2077

150

1.020

1.009

1.031

0.803

0.996

23.3

2077

160

1.020

1.009

1.031

0.791

0.995

21.8

2077

170

1.020

1.008

1.031

0.780

0.995

20.4

2077

180

1.020

1.008

1.030

0.768

0.995

18.9

2077

190

1.019

1.008

1.030

0.757

0.995

17.8

2077

200

1.019

1.007

1.030

0.746

0.994

16.5


Table 3.58: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

113267.4

65202.3

184901.2

Forth and Tay Consented developer approach

0.07

6.0259

6.16

112540.0

64784.4

183731.0

Forth and Tay Consented Scoping approach a

0.07

12.5691

13.30

111732.6

64322.8

182431.1

Forth and Tay Consented Scoping Approach b

0.07

27.0954

28.09

110012.0

63336.3

179664.7

North Sea Consented developer approach

0.07

8.5259

8.06

112272.4

64630.1

183301.8

North Sea Consented Scoping Approach a

0.07

18.7700

17.91

111079.2

63945.1

181382.8

North Sea Consented Scoping Approach b

0.07

39.2954

37.09

108753.3

62607.3

177639.9

(1) Project Alone: developer approach

0.07

4.9259

4.76

112686.1

64867.3

183966.1

(2) Project Alone: Scoping approach a

0.07

9.5691

9.40

112133.3

64550.8

183076.6

(2) Project Alone: Scoping approach b

0.07

21.3954

20.79

110758.1

63760.6

180864.2


Table 3.59: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

163159.6

89005.9

292409.4

Forth and Tay Consented developer approach

0.07

6.0259

6.16

161674.4

88192.9

289762.2

Forth and Tay Consented Scoping approach a

0.07

12.5691

13.30

160030.9

87293.3

286832.3

Forth and Tay Consented Scoping Approach b

0.07

27.0954

28.09

156557.3

85383.9

280621.2

North Sea Consented developer approach

0.07

8.5259

8.06

161130.4

87894.7

288793.0

North Sea Consented Scoping Approach a

0.07

18.7700

17.91

158709.5

86566.6

284475.0

North Sea Consented Scoping Approach b

0.07

39.2954

37.09

154028.2

83989.5

276114.9

(1) Project Alone: developer approach

0.07

4.9259

4.76

161973.2

88355.9

290295.1

(2) Project Alone: Scoping approach a

0.07

9.5691

9.40

160846.5

87740.1

288289.2

(2) Project Alone: Scoping approach b

0.07

21.3954

20.79

158059.5

86209.7

283315.4


Table 3.60: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.025

1.011

1.038

1.025

1.013

1.036

Forth and Tay Consented developer approach

0.07

6.0259

6.16

1.025

1.011

1.037

1.025

1.013

1.035

Forth and Tay Consented Scoping approach a

0.07

12.5691

13.30

1.025

1.010

1.037

1.024

1.013

1.035

Forth and Tay Consented Scoping Approach b

0.07

27.0954

28.09

1.024

1.010

1.037

1.024

1.013

1.035

North Sea Consented developer approach

0.07

8.5259

8.06

1.025

1.011

1.037

1.025

1.013

1.035

North Sea Consented Scoping Approach a

0.07

18.7700

17.91

1.024

1.010

1.037

1.024

1.013

1.035

North Sea Consented Scoping Approach b

0.07

39.2954

37.09

1.024

1.010

1.036

1.024

1.012

1.034

(1) Project Alone: developer approach

0.07

4.9259

4.76

1.025

1.011

1.037

1.025

1.013

1.035

(2) Project Alone: Scoping approach a

0.07

9.5691

9.40

1.025

1.011

1.037

1.025

1.013

1.035

(2) Project Alone: Scoping approach b

0.07

21.3954

20.79

1.024

1.010

1.037

1.024

1.013

1.035


Table 3.61: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.07

6.0259

6.16

0.994

0.991

1.000

1.000

Forth and Tay Consented Scoping approach a

0.07

12.5691

13.30

0.986

0.981

1.000

1.000

Forth and Tay Consented Scoping Approach b

0.07

27.0954

28.09

0.971

0.960

0.999

0.999

North Sea Consented developer approach

0.07

8.5259

8.06

0.991

0.988

1.000

1.000

North Sea Consented Scoping Approach a

0.07

18.7700

17.91

0.981

0.973

0.999

0.999

North Sea Consented Scoping Approach b

0.07

39.2954

37.09

0.960

0.944

0.999

0.999

(1) Project Alone: developer approach

0.07

4.9259

4.76

0.995

0.993

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

9.5691

9.40

0.990

0.986

1.000

1.000

(2) Project Alone: Scoping approach b

0.07

21.3954

20.79

0.978

0.969

0.999

0.999


3.13 Guillemot - Troup, Pennan and Lion’s Heads SPA

3.13 Guillemot - Troup, Pennan and Lion’s Heads SPA

Figure 3.45:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.45:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.46:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.46:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.47:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.47:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.48:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.48:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.62: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.031

1.020

1.041

 

 

 

2062

10

1.030

1.020

1.040

0.987

1.000

47.5

2062

20

1.030

1.020

1.040

0.975

0.999

45.4

2062

30

1.030

1.019

1.040

0.963

0.999

42.9

2062

40

1.029

1.019

1.039

0.951

0.999

40.6

2062

50

1.029

1.018

1.039

0.939

0.998

38.6

2062

60

1.028

1.018

1.039

0.927

0.998

36.3

2062

70

1.028

1.018

1.038

0.915

0.998

34.2

2062

80

1.028

1.017

1.038

0.904

0.997

32.0

2062

90

1.027

1.017

1.038

0.893

0.997

30.0

2062

100

1.027

1.017

1.037

0.881

0.997

28.2

2062

110

1.027

1.016

1.037

0.870

0.996

26.1

2062

120

1.026

1.016

1.036

0.859

0.996

24.3

2062

130

1.026

1.016

1.036

0.849

0.995

22.9

2062

140

1.026

1.015

1.036

0.838

0.995

21.0

2062

150

1.025

1.015

1.035

0.827

0.995

19.3

2062

160

1.025

1.015

1.035

0.817

0.994

17.6

2062

170

1.024

1.014

1.035

0.807

0.994

16.1

2062

180

1.024

1.014

1.034

0.797

0.994

14.3

2062

190

1.024

1.013

1.034

0.786

0.993

12.9

2062

200

1.023

1.013

1.034

0.777

0.993

11.8

2077

0

1.031

1.022

1.039

 

 

 

2077

10

1.030

1.022

1.039

0.982

1.000

47.2

2077

20

1.030

1.021

1.039

0.965

0.999

44.9

2077

30

1.030

1.021

1.038

0.948

0.999

41.7

2077

40

1.029

1.020

1.038

0.931

0.999

38.7

2077

50

1.029

1.020

1.037

0.914

0.998

36.5

2077

60

1.028

1.020

1.037

0.898

0.998

33.5

2077

70

1.028

1.019

1.037

0.882

0.998

30.6

2077

80

1.028

1.019

1.036

0.867

0.997

28.3

2077

90

1.027

1.019

1.036

0.851

0.997

25.9

2077

100

1.027

1.018

1.036

0.836

0.996

23.7

2077

110

1.027

1.018

1.035

0.821

0.996

21.6

2077

120

1.026

1.018

1.035

0.807

0.996

19.4

2077

130

1.026

1.017

1.035

0.792

0.995

17.4

2077

140

1.026

1.017

1.034

0.778

0.995

15.7

2077

150

1.025

1.016

1.034

0.764

0.995

14.0

2077

160

1.025

1.016

1.033

0.751

0.994

12.5

2077

170

1.025

1.016

1.033

0.737

0.994

11.4

2077

180

1.024

1.015

1.033

0.724

0.994

10.0

2077

190

1.024

1.015

1.032

0.711

0.993

8.9

2077

200

1.023

1.015

1.032

0.698

0.993

7.6


Table 3.63: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

124263.6

81478.5

185270.8

North Sea Consented developer approach

0.07

10.3644

8.33

122694.6

80440.6

182950.2

North Sea Consented Scoping Approach a

0.07

22.3400

17.61

120931.7

79273.5

180339.0

North Sea Consented Scoping Approach b

0.07

47.5514

37.57

117274.3

76851.3

174917.4

(1) Project Alone: developer approach

0.07

2.47

2.19

123647.7

81070.9

184358.5

(2) Project Alone: Scoping approach a

0.07

5.19

4.70

123152.5

80742.8

183624.5

(2) Project Alone: Scoping approach b

0.07

11.10

9.97

121664.8

79757.3

181415.3


Table 3.64: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

195444.8

121031.8

308641.0

North Sea Consented developer approach

0.07

10.3644

8.33

191955.6

118866.0

303158.0

North Sea Consented Scoping Approach a

0.07

22.3400

17.61

188048.7

116439.8

297022.3

North Sea Consented Scoping Approach b

0.07

47.5514

37.57

180005.3

111433.0

284404.6

(1) Project Alone: developer approach

0.07

2.47

2.19

194072.3

120179.9

306482.1

(2) Project Alone: Scoping approach a

0.07

5.19

4.70

192970.6

119496.9

304748.5

(2) Project Alone: Scoping approach b

0.07

11.10

9.97

189662.4

117445.3

299548.8


Table 3.65: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR ,lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.031

1.020

1.041

1.031

1.022

1.039

North Sea Consented developer approach

0.07

10.3644

8.33

1.030

1.020

1.040

1.030

1.022

1.039

North Sea Consented Scoping Approach a

0.07

22.3400

17.61

1.030

1.019

1.040

1.030

1.021

1.038

North Sea Consented Scoping Approach b

0.07

47.5514

37.57

1.029

1.019

1.039

1.029

1.020

1.038

(1) Project Alone: developer approach

0.07

2.47

2.19

1.030

1.020

1.041

1.031

1.022

1.039

(2) Project Alone: Scoping approach a

0.07

5.19

4.70

1.030

1.020

1.041

1.030

1.022

1.039

(2) Project Alone: Scoping approach b

0.07

11.10

9.97

1.030

1.020

1.040

1.030

1.021

1.039


Table 3.66: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

10.3644

8.33

0.987

0.982

1.000

1.000

North Sea Consented Scoping Approach a

0.07

22.3400

17.61

0.973

0.962

0.999

0.999

North Sea Consented Scoping Approach b

0.07

47.5514

37.57

0.944

0.921

0.998

0.998

(1) Project Alone: developer approach

0.07

2.47

2.19

0.995

0.993

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

5.19

4.70

0.991

0.987

1.000

1.000

(2) Project Alone: Scoping approach b

0.07

11.10

9.97

0.979

0.970

0.999

0.999


3.14 Herring gull - Forth Islands SPA

3.14 Herring gull - Forth Islands SPA

Figure 3.49:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.49:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.50:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.50:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.51:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.51:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.52:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.52:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.67: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.057

1.043

1.071

 

 

 

2062

10

1.056

1.042

1.070

0.966

0.999

45.5

2062

20

1.055

1.041

1.069

0.932

0.998

40.6

2062

30

1.054

1.040

1.068

0.900

0.997

35.9

2062

40

1.053

1.039

1.067

0.869

0.996

31.5

2062

50

1.052

1.038

1.066

0.839

0.995

27.6

2062

60

1.051

1.037

1.065

0.810

0.994

24.0

2062

70

1.050

1.036

1.064

0.782

0.993

19.9

2062

80

1.049

1.035

1.063

0.755

0.992

16.5

2077

0

1.057

1.045

1.069

 

 

 

2077

10

1.056

1.044

1.068

0.952

0.999

44.3

2077

20

1.055

1.043

1.067

0.906

0.998

38.7

2077

30

1.054

1.042

1.066

0.862

0.997

33.0

2077

40

1.053

1.041

1.065

0.820

0.996

27.6

2077

50

1.052

1.040

1.064

0.780

0.995

22.6

2077

60

1.051

1.039

1.063

0.742

0.994

18.6

2077

70

1.050

1.038

1.062

0.706

0.993

14.3

2077

80

1.049

1.037

1.061

0.672

0.992

11.1


Table 3.68: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.35

0.0000

0.000

116787.7

66486.4

200968.5

North Sea Consented developer approach

0.35

15.1680

4.040

113124.3

64375.7

194811.3

North Sea Consented Scoping Approach

0.35

22.1025

5.299

111572.6

63477.5

192205.9

(1) Project Alone: developer approach

0.35

10.1680

1.740

114459.4

65142.6

197071.3

(2) Project Alone: Scoping approach

0.35

17.1025

2.999

112887.5

64236.7

194433.9

 

Table 3.69: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.35

0.0000

0.000

269482.7

142561.8

499062.4

North Sea Consented developer approach

0.35

15.1680

4.040

257642.6

136231.9

477654.5

North Sea Consented Scoping Approach

0.35

22.1025

5.299

252678.4

133567.6

468664.1

(1) Project Alone: developer approach

0.35

10.1680

1.740

261932.8

138524.0

485464.6

(2) Project Alone: Scoping approach

0.35

17.1025

2.999

256883.6

135812.8

476344.6


Table 3.70: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR,lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.35

0.0000

0.000

1.057

1.043

1.071

1.057

1.045

1.069

North Sea Consented developer approach

0.35

15.1680

4.040

1.056

1.042

1.070

1.056

1.044

1.068

North Sea Consented Scoping Approach

0.35

22.1025

5.299

1.056

1.042

1.070

1.056

1.044

1.068

(1) Project Alone: developer approach

0.35

10.1680

1.740

1.057

1.043

1.071

1.057

1.045

1.069

(2) Project Alone: Scoping approach

0.35

17.1025

2.999

1.056

1.042

1.070

1.056

1.044

1.068

 

Table 3.71: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.35

15.1680

4.040

0.969

0.956

0.999

0.999

North Sea Consented Scoping Approach

0.35

22.1025

5.299

0.955

0.938

0.999

0.999

(1) Project Alone: developer approach

0.35

10.1680

1.740

0.980

0.972

0.999

0.999

(2) Project Alone: Scoping approach

0.35

17.1025

2.999

0.967

0.953

0.999

0.999


3.15 Herring gull - Fowlsheugh SPA

3.15 Herring gull - Fowlsheugh SPA

Figure 3.53:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.53:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.54:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.54:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.55:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.55: The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.56:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.56:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.72: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.057

1.043

1.072

 

 

 

2062

5

1.053

1.039

1.067

0.863

0.996

30.7

2062

10

1.049

1.034

1.063

0.745

0.992

15.3

2077

0

1.057

1.045

1.069

 

 

 

2077

5

1.053

1.041

1.065

0.812

0.996

27.1

2077

10

1.049

1.037

1.060

0.658

0.992

10.8


Table 3.73: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.35

0.000

0.00

16450.6

9143.2

28430.8

Forth and Tay Consented developer approach

0.35

1.106

0.50

16097.3

8941.5

27826.2

Forth and Tay Consented Scoping Approach

0.35

1.520

0.58

15987.0

8878.6

27634.7

North Sea Consented developer approach

0.35

2.906

0.50

15675.7

8697.5

27106.3

North Sea Consented Scoping Approach

0.35

3.320

0.58

15567.7

8635.2

26926.3

(1) Project Alone: developer approach

0.35

0.606

0.10

16285.3

9047.6

28150.0

(2) Project Alone: Scoping approach

0.35

1.020

0.18

16174.1

8984.0

27957.2


Table 3.74: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.35

0.000

0.00

38195.9

19704.8

70443.2

Forth and Tay Consented developer approach

0.35

1.106

0.50

37054.3

19104.0

68367.6

Forth and Tay Consented Scoping Approach

0.35

1.520

0.58

36688.4

18913.1

67706.4

North Sea Consented developer approach

0.35

2.906

0.50

35695.2

18384.6

65941.3

North Sea Consented Scoping Approach

0.35

3.320

0.58

35346.2

18199.5

65315.4

(1) Project Alone: developer approach

0.35

0.606

0.10

37664.2

19426.6

69482.5

(2) Project Alone: Scoping approach

0.35

1.020

0.18

37299.8

19229.3

68824.5


Table 3.75: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.35

0.000

0.00

1.057

1.043

1.072

1.057

1.045

1.069

Forth and Tay Consented developer approach

0.35

1.106

0.50

1.057

1.042

1.071

1.057

1.045

1.068

Forth and Tay Consented Scoping Approach

0.35

1.520

0.58

1.057

1.042

1.071

1.057

1.044

1.068

North Sea Consented developer approach

0.35

2.906

0.50

1.056

1.042

1.070

1.056

1.044

1.068

North Sea Consented Scoping Approach

0.35

3.320

0.58

1.056

1.041

1.070

1.056

1.044

1.067

(1) Project Alone: developer approach

0.35

0.606

0.10

1.057

1.043

1.071

1.057

1.045

1.069

(2) Project Alone: Scoping approach

0.35

1.020

0.18

1.057

1.043

1.071

1.057

1.045

1.069


Table 3.76: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.35

1.106

0.50

0.979

0.970

0.999

0.999

Forth and Tay Consented Scoping Approach

0.35

1.520

0.58

0.972

0.961

0.999

0.999

North Sea Consented developer approach

0.35

2.906

0.50

0.953

0.934

0.999

0.999

North Sea Consented Scoping Approach

0.35

3.320

0.58

0.946

0.925

0.998

0.998

(1) Project Alone: developer approach

0.35

0.606

0.10

0.990

0.986

1.000

1.000

(2) Project Alone: Scoping approach

0.35

1.020

0.18

0.983

0.976

1.000

1.000


3.16 Herring gull - St Abb’s Head to Fast Castle SPA

3.16 Herring gull - St Abb’s Head to Fast Castle SPA

Figure 3.57:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.57:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.58:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.58:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.59:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.59  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.60:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.60:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.77: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.057

1.042

1.071

 

 

 

2062

1

1.055

1.040

1.069

0.934

0.998

40.9

2062

2

1.053

1.038

1.067

0.873

0.996

31.6

2062

3

1.051

1.036

1.065

0.815

0.994

24.0

2062

4

1.049

1.034

1.063

0.761

0.992

17.4

2062

5

1.047

1.032

1.061

0.711

0.991

12.4

2077

0

1.057

1.045

1.069

 

 

 

2077

1

1.055

1.043

1.067

0.908

0.998

37.8

2077

2

1.053

1.041

1.065

0.825

0.996

27.8

2077

3

1.051

1.039

1.063

0.749

0.994

18.7

2077

4

1.049

1.037

1.061

0.680

0.992

12.1

2077

5

1.047

1.035

1.059

0.617

0.991

7.2


Table 3.78: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.35

0.000

0.00

6348.7

3564.3

10752.7

North Sea Consented developer approach

0.35

0.743

0.27

6148.2

3449.5

10416.5

North Sea Consented Scoping Approach

0.35

1.056

0.33

6074.5

3407.9

10294.0

(1) Project Alone: developer approach

0.35

0.443

0.07

6242.5

3503.4

10573.2

(2) Project Alone: Scoping approach

0.35

0.756

0.13

6166.4

3460.5

10452.1

 

Table 3.79: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.35

0.000

0.00

14645.8

7551.2

27064.0

North Sea Consented developer approach

0.35

0.743

0.27

14001.0

7206.7

25879.0

North Sea Consented Scoping Approach

0.35

1.056

0.33

13766.6

7086.0

25455.8

(1) Project Alone: developer approach

0.35

0.443

0.07

14301.1

7367.3

26441.3

(2) Project Alone: Scoping approach

0.35

0.756

0.13

14066.2

7236.9

26005.1


Table 3.80: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.35

0.000

0.00

1.057

1.042

1.071

1.057

1.045

1.069

North Sea Consented developer approach

0.35

0.743

0.27

1.056

1.041

1.070

1.056

1.044

1.068

North Sea Consented Scoping Approach

0.35

1.056

0.33

1.056

1.041

1.070

1.056

1.044

1.068

(1) Project Alone: developer approach

0.35

0.443

0.07

1.057

1.042

1.071

1.057

1.045

1.068

(2) Project Alone: Scoping approach

0.35

0.756

0.13

1.056

1.041

1.070

1.056

1.044

1.068


Table 3.81: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.35

0.743

0.27

0.969

0.956

0.999

0.999

North Sea Consented Scoping Approach

0.35

1.056

0.33

0.957

0.940

0.999

0.999

(1) Project Alone: developer approach

0.35

0.443

0.07

0.983

0.977

1.000

1.000

(2) Project Alone: Scoping approach

0.35

0.756

0.13

0.971

0.960

0.999

0.999


3.17 Herring gull - Farne Islands SPA

3.17 Herring gull - Farne Islands SPA

Figure 3.61:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.61:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.62:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.62:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.63:
; The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.63;  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.64:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.64:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

 

Table 3.82: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.057

1.043

1.071

 

 

 

2062

1

1.056

1.042

1.071

0.973

0.999

46.0

2062

2

1.056

1.042

1.070

0.946

0.998

41.8

2062

3

1.055

1.041

1.069

0.920

0.998

38.1

2062

4

1.054

1.040

1.068

0.895

0.997

34.4

2062

5

1.053

1.039

1.067

0.870

0.996

30.8

2077

0

1.057

1.045

1.069

 

 

 

2077

1

1.056

1.045

1.068

0.961

0.999

45.2

2077

2

1.056

1.044

1.068

0.924

0.998

40.6

2077

3

1.055

1.043

1.067

0.889

0.998

36.2

2077

4

1.054

1.042

1.066

0.854

0.997

31.7

2077

5

1.053

1.041

1.065

0.821

0.996

27.6

 

Table 3.83: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.35

0.000

0.00

16279.7

9331.3

28159.0

(1) Project Alone: developer approach

0.35

0.518

0.09

16147.1

9254.6

27933.5

(2) Project Alone: Scoping approach

0.35

0.870

0.15

16056.8

9203.6

27786.8

 

Table 3.84: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.35

0.000

0.00

37661.8

19970.7

71278.2

(1) Project Alone: developer approach

0.35

0.518

0.09

37231.8

19736.5

70488.7

(2) Project Alone: Scoping approach

0.35

0.870

0.15

36943.7

19582.4

69960.0


Table 3.85: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.35

0.000

0.00

1.057

1.043

1.071

1.057

1.045

1.069

(1) Project Alone: developer approach

0.35

0.518

0.09

1.057

1.043

1.071

1.057

1.045

1.069

(2) Project Alone: Scoping approach

0.35

0.870

0.15

1.057

1.043

1.071

1.057

1.045

1.069


Table 3.86: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

(1) Project Alone: developer approach

0.35

0.518

0.09

0.992

0.989

1

1

(2) Project Alone: Scoping approach

0.35

0.870

0.15

0.986

0.981

1

1


3.18 Kittiwake - Forth Islands SPA

3.18 Kittiwake - Forth Islands SPA

Figure 3.65:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.65:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.66:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.66:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.67:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.67:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.68:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.68:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.87: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.968

0.945

0.990

 

 

 

2062

25

0.965

0.941

0.987

0.884

0.997

40.2

2062

50

0.962

0.938

0.983

0.780

0.993

31.4

2062

75

0.958

0.935

0.980

0.689

0.990

22.8

2062

100

0.955

0.932

0.977

0.608

0.986

15.8

2062

125

0.952

0.928

0.973

0.536

0.983

10.6

2062

150

0.948

0.925

0.970

0.473

0.979

6.7

2062

175

0.945

0.922

0.966

0.417

0.976

4.2

2062

200

0.942

0.918

0.963

0.367

0.973

2.4

2062

225

0.938

0.915

0.960

0.323

0.969

1.3

2062

250

0.935

0.912

0.956

0.284

0.966

0.7

2062

275

0.932

0.909

0.953

0.250

0.962

0.3

2062

300

0.928

0.905

0.950

0.220

0.959

0.2

2062

325

0.925

0.902

0.946

0.193

0.955

0.1

2062

350

0.922

0.899

0.943

0.170

0.952

0.1

2062

375

0.918

0.895

0.940

0.149

0.948

0.0

2062

400

0.915

0.892

0.936

0.131

0.945

0.0

2077

0

0.968

0.948

0.986

 

 

 

2077

25

0.965

0.945

0.983

0.839

0.997

37.8

2077

50

0.961

0.942

0.980

0.703

0.993

26.3

2077

75

0.958

0.939

0.976

0.589

0.990

17.3

2077

100

0.955

0.935

0.973

0.493

0.986

10.9

2077

125

0.951

0.932

0.970

0.413

0.983

6.0

2077

150

0.948

0.929

0.966

0.345

0.979

3.3

2077

175

0.945

0.925

0.963

0.288

0.976

1.4

2077

200

0.941

0.922

0.960

0.241

0.972

0.7

2077

225

0.938

0.919

0.956

0.201

0.969

0.3

2077

250

0.935

0.915

0.953

0.168

0.966

0.1

2077

275

0.931

0.912

0.950

0.140

0.962

0.1

2077

300

0.928

0.909

0.946

0.116

0.959

0.0

2077

325

0.925

0.905

0.943

0.097

0.955

0.0

2077

350

0.921

0.902

0.940

0.080

0.952

0.0

2077

375

0.918

0.899

0.936

0.067

0.948

0.0

2077

400

0.915

0.895

0.933

0.055

0.945

0.0


Table 3.88: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.00

2422.7

897.1

5770.5

Forth and Tay Consented developer approach

0.1

56.223

4.23

2018.1

742.1

4831.2

Forth and Tay Consented Scoping approach a

0.1

58.205

4.52

2004.4

737.1

4799.7

Forth and Tay Consented Scoping Approach b

0.1

77.223

6.44

1880.5

690.4

4513.0

North Sea Consented developer approach

0.1

64.823

8.33

1948.0

715.7

4667.4

North Sea Consented Scoping Approach a

0.1

68.205

9.42

1923.1

706.3

4609.7

North Sea Consented Scoping Approach b

0.1

89.923

12.54

1784.5

654.4

4288.6

(1) Project Alone: developer approach

0.1

28.823

1.63

2208.4

814.4

5266.2

(2) Project Alone: Scoping approach a

0.1

36.205

2.32

2155.5

794.2

5145.1

(2) Project Alone: Scoping approach b

0.1

43.323

2.94

2106.3

775.3

5032.7


Table 3.89: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.00

1456.6

474.7

4100.0

Forth and Tay Consented developer approach

0.1

56.223

4.23

1124.2

364.5

3185.0

Forth and Tay Consented Scoping approach a

0.1

58.205

4.52

1113.7

360.8

3155.5

Forth and Tay Consented Scoping Approach b

0.1

77.223

6.44

1019.1

329.3

2891.9

North Sea Consented developer approach

0.1

64.823

8.33

1069.3

346.5

3031.5

North Sea Consented Scoping Approach a

0.1

68.205

9.42

1050.4

340.0

2977.5

North Sea Consented Scoping Approach b

0.1

89.923

12.54

946.2

305.4

2687.7

(1) Project Alone: developer approach

0.1

28.823

1.63

1277.8

415.2

3608.2

(2) Project Alone: Scoping approach a

0.1

36.205

2.32

1234.5

400.9

3489.6

(2) Project Alone: Scoping approach b

0.1

43.323

2.94

1194.6

387.6

3378.8


Table 3.90: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR) lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.00

0.968

0.945

0.990

0.968

0.948

0.986

Forth and Tay Consented developer approach

0.1

56.223

4.23

0.964

0.940

0.985

0.963

0.943

0.982

Forth and Tay Consented Scoping approach a

0.1

58.205

4.52

0.963

0.940

0.985

0.963

0.943

0.981

Forth and Tay Consented Scoping Approach b

0.1

77.223

6.44

0.962

0.938

0.983

0.961

0.942

0.980

North Sea Consented developer approach

0.1

64.823

8.33

0.963

0.939

0.984

0.962

0.942

0.981

North Sea Consented Scoping Approach a

0.1

68.205

9.42

0.962

0.938

0.984

0.962

0.942

0.980

North Sea Consented Scoping Approach b

0.1

89.923

12.54

0.960

0.937

0.982

0.960

0.940

0.978

(1) Project Alone: developer approach

0.1

28.823

1.63

0.966

0.942

0.988

0.965

0.946

0.984

(2) Project Alone: Scoping approach a

0.1

36.205

2.32

0.965

0.942

0.987

0.965

0.945

0.983

(2) Project Alone: Scoping approach b

0.1

43.323

2.94

0.965

0.941

0.986

0.964

0.945

0.983


Table 3.91: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.1

56.223

4.23

0.833

0.772

0.995

0.995

Forth and Tay Consented Scoping approach a

0.1

58.205

4.52

0.827

0.765

0.995

0.995

Forth and Tay Consented Scoping Approach b

0.1

77.223

6.44

0.777

0.700

0.993

0.993

North Sea Consented developer approach

0.1

64.823

8.33

0.804

0.734

0.994

0.994

North Sea Consented Scoping Approach a

0.1

68.205

9.42

0.794

0.721

0.994

0.994

North Sea Consented Scoping Approach b

0.1

89.923

12.54

0.737

0.650

0.992

0.992

(1) Project Alone: developer approach

0.1

28.823

1.63

0.912

0.877

0.997

0.997

(2) Project Alone: Scoping approach a

0.1

36.205

2.32

0.890

0.848

0.997

0.997

(2) Project Alone: Scoping approach b

0.1

43.323

2.94

0.869

0.820

0.996

0.996


3.19 Kittiwake - Fowlsheugh SPA

3.19 Kittiwake - Fowlsheugh SPA

Figure 3.69:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.69: Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.70:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.70:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.71:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.71:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.72:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.72:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.92: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.985

0.963

1.006

 

 

 

2062

25

0.984

0.962

1.005

0.959

0.999

45.9

2062

50

0.983

0.961

1.004

0.919

0.998

41.6

2062

75

0.982

0.960

1.003

0.881

0.996

37.6

2062

100

0.981

0.959

1.002

0.844

0.995

34.2

2062

125

0.979

0.958

1.000

0.809

0.994

30.2

2062

150

0.978

0.956

0.999

0.775

0.993

27.3

2062

175

0.977

0.955

0.998

0.743

0.992

24.0

2062

200

0.976

0.954

0.997

0.712

0.991

21.5

2062

225

0.975

0.953

0.996

0.682

0.989

19.0

2062

250

0.974

0.952

0.995

0.654

0.988

16.7

2062

275

0.972

0.951

0.993

0.626

0.987

14.2

2062

300

0.971

0.950

0.992

0.600

0.986

12.4

2062

325

0.970

0.948

0.991

0.575

0.985

10.5

2062

350

0.969

0.947

0.990

0.551

0.984

8.8

2062

375

0.968

0.946

0.989

0.527

0.982

7.5

2062

400

0.967

0.945

0.988

0.505

0.981

6.3

2062

425

0.966

0.944

0.986

0.484

0.980

5.2

2062

450

0.964

0.943

0.985

0.463

0.979

4.2

2062

475

0.963

0.942

0.984

0.444

0.978

3.5

2062

500

0.962

0.940

0.983

0.425

0.977

2.8

2077

0

0.985

0.967

1.003

 

 

 

2077

25

0.984

0.966

1.001

0.942

0.999

44.6

2077

50

0.983

0.965

1.000

0.887

0.998

40.2

2077

75

0.982

0.964

0.999

0.835

0.996

35.9

2077

100

0.981

0.963

0.998

0.786

0.995

31.6

2077

125

0.979

0.961

0.997

0.740

0.994

27.0

2077

150

0.978

0.960

0.996

0.697

0.993

23.3

2077

175

0.977

0.959

0.994

0.656

0.992

19.4

2077

200

0.976

0.958

0.993

0.618

0.991

16.5

2077

225

0.975

0.957

0.992

0.581

0.989

13.7

2077

250

0.974

0.956

0.991

0.547

0.988

11.6

2077

275

0.972

0.955

0.990

0.515

0.987

9.4

2077

300

0.971

0.953

0.988

0.485

0.986

7.6

2077

325

0.970

0.952

0.987

0.456

0.985

6.4

2077

350

0.969

0.951

0.986

0.429

0.984

5.1

2077

375

0.968

0.950

0.985

0.404

0.982

4.2

2077

400

0.967

0.949

0.984

0.380

0.981

3.1

2077

425

0.965

0.948

0.983

0.357

0.980

2.6

2077

450

0.964

0.947

0.981

0.336

0.979

1.9

2077

475

0.963

0.945

0.980

0.316

0.978

1.5

2077

500

0.962

0.944

0.979

0.297

0.976

1.0


Table 3.93: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.00

13614.8

5563.4

31968.6

Forth and Tay Consented developer approach

0.1

141.704

10.80

11719.5

4769.0

27630.1

Forth and Tay Consented Scoping approach a

0.1

155.351

12.51

11548.0

4697.0

27228.7

Forth and Tay Consented Scoping Approach b

0.1

197.246

16.94

11047.3

4484.8

26048.3

North Sea Consented developer approach

0.1

183.604

24.10

11139.1

4526.6

26267.8

North Sea Consented Scoping Approach a

0.1

200.351

27.91

10927.9

4437.8

25769.0

North Sea Consented Scoping Approach b

0.1

252.346

36.24

10313.2

4185.4

24338.0

(1) Project Alone: developer approach

0.1

87.03

4.90

12435.9

5068.1

29283.7

(2) Project Alone: Scoping approach a

0.1

109.051

7.01

12143.4

4945.7

28607.7

(2) Project Alone: Scoping approach b

0.1

130.446

8.84

11868.9

4831.4

27977.3


Table 3.94: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.00

10858.1

3857.8

28376.2

Forth and Tay Consented developer approach

0.1

141.704

10.80

8795.0

3119.9

23127.2

Forth and Tay Consented Scoping approach a

0.1

155.351

12.51

8611.4

3053.1

22663.2

Forth and Tay Consented Scoping Approach b

0.1

197.246

16.94

8082.5

2863.2

21316.1

North Sea Consented developer approach

0.1

183.604

24.10

8181.7

2898.5

21548.7

North Sea Consented Scoping Approach a

0.1

200.351

27.91

7960.8

2818.9

20982.3

North Sea Consented Scoping Approach b

0.1

252.346

36.24

7335.2

2594.5

19384.0

(1) Project Alone: developer approach

0.1

87.03

4.90

9561.2

3392.9

25072.1

(2) Project Alone: Scoping approach a

0.1

109.051

7.01

9245.1

3280.6

24268.1

(2) Project Alone: Scoping approach b

0.1

130.446

8.84

8953.2

3176.2

23530.5


Table 3.95: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR  lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.00

0.985

0.963

1.006

0.985

0.967

1.003

Forth and Tay Consented developer approach

0.1

141.704

10.80

0.981

0.959

1.002

0.981

0.963

0.998

Forth and Tay Consented Scoping approach a

0.1

155.351

12.51

0.981

0.959

1.002

0.981

0.963

0.998

Forth and Tay Consented Scoping Approach b

0.1

197.246

16.94

0.979

0.958

1.000

0.979

0.962

0.997

North Sea Consented developer approach

0.1

183.604

24.10

0.980

0.958

1.001

0.980

0.962

0.997

North Sea Consented Scoping Approach a

0.1

200.351

27.91

0.979

0.957

1.000

0.979

0.961

0.997

North Sea Consented Scoping Approach b

0.1

252.346

36.24

0.978

0.956

0.999

0.978

0.960

0.995

(1) Project Alone: developer approach

0.1

87.03

4.90

0.983

0.961

1.004

0.983

0.965

1.000

(2) Project Alone: Scoping approach a

0.1

109.051

7.01

0.982

0.960

1.003

0.982

0.964

0.999

(2) Project Alone: Scoping approach b

0.1

130.446

8.84

0.981

0.960

1.002

0.981

0.964

0.999


Table 3.96: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.1

141.704

10.80

0.861

0.810

0.996

0.996

Forth and Tay Consented Scoping approach a

0.1

155.351

12.51

0.849

0.793

0.995

0.995

Forth and Tay Consented Scoping Approach b

0.1

197.246

16.94

0.811

0.744

0.994

0.994

North Sea Consented developer approach

0.1

183.604

24.10

0.818

0.754

0.994

0.994

North Sea Consented Scoping Approach a

0.1

200.351

27.91

0.803

0.733

0.994

0.994

North Sea Consented Scoping Approach b

0.1

252.346

36.24

0.758

0.676

0.992

0.992

(1) Project Alone: developer approach

0.1

87.03

4.90

0.914

0.880

0.997

0.998

(2) Project Alone: Scoping approach a

0.1

109.051

7.01

0.892

0.851

0.997

0.997

(2) Project Alone: Scoping approach b

0.1

130.446

8.84

0.872

0.825

0.996

0.996


3.20 Kittiwake - St Abb’s Head to Fast Castle SPA

3.20 Kittiwake - St Abb’s Head to Fast Castle SPA

Figure 3.73:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.73:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.74:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.74:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.75:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.75:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.76:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.76:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.97: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.967

0.944

0.989

 

 

 

2062

50

0.962

0.939

0.983

0.814

0.994

33.0

2062

100

0.956

0.934

0.978

0.662

0.989

19.4

2062

150

0.951

0.928

0.972

0.538

0.983

10.1

2062

200

0.945

0.923

0.967

0.437

0.977

4.6

2062

250

0.940

0.917

0.961

0.354

0.972

1.7

2062

300

0.934

0.912

0.956

0.286

0.966

0.4

2062

350

0.929

0.906

0.950

0.232

0.960

0.1

2062

400

0.923

0.901

0.945

0.187

0.954

0.0

2062

450

0.918

0.895

0.939

0.151

0.949

0.0

2062

500

0.912

0.890

0.934

0.121

0.943

0.0

2062

550

0.907

0.884

0.928

0.098

0.937

0.0

2062

600

0.901

0.879

0.922

0.078

0.932

0.0

2062

650

0.896

0.873

0.917

0.063

0.926

0.0

2062

700

0.890

0.868

0.911

0.050

0.920

0.0

2062

750

0.885

0.863

0.906

0.040

0.915

0.0

2062

800

0.879

0.857

0.900

0.032

0.909

0.0

2077

0

0.967

0.948

0.986

 

 

 

2077

50

0.962

0.943

0.980

0.747

0.994

29.4

2077

100

0.956

0.937

0.974

0.557

0.989

14.6

2077

150

0.951

0.932

0.969

0.415

0.983

5.9

2077

200

0.945

0.927

0.963

0.308

0.977

1.8

2077

250

0.940

0.921

0.958

0.229

0.971

0.4

2077

300

0.934

0.916

0.952

0.169

0.966

0.1

2077

350

0.929

0.910

0.947

0.125

0.960

0.0

2077

400

0.923

0.905

0.941

0.092

0.954

0.0

2077

450

0.918

0.899

0.936

0.068

0.949

0.0

2077

500

0.912

0.894

0.930

0.050

0.943

0.0

2077

550

0.907

0.888

0.924

0.037

0.937

0.0

2077

600

0.901

0.883

0.919

0.027

0.931

0.0

2077

650

0.895

0.877

0.913

0.019

0.926

0.0

2077

700

0.890

0.871

0.908

0.014

0.920

0.0

2077

750

0.884

0.865

0.902

0.010

0.914

0.0

2077

800

0.878

0.860

0.896

0.007

0.908

0.0


Table 3.98: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.00

2694.8

1028.9

6567.2

Forth and Tay Consented developer approach

0.1

266.606

10.50

1332.9

495.6

3311.7

Forth and Tay Consented Scoping approach a

0.1

323.327

12.94

1146.5

423.6

2865.5

Forth and Tay Consented Scoping Approach b

0.1

388.731

16.15

963.6

354.0

2422.3

North Sea Consented developer approach

0.1

275.706

15.00

1291.2

479.7

3210.2

North Sea Consented Scoping Approach a

0.1

333.827

18.24

1104.7

407.9

2763.4

North Sea Consented Scoping Approach b

0.1

402.231

22.95

918.9

337.6

2311.5

(1) Project Alone: developer approach

0.1

253.206

9.40

1382.3

514.8

3432.3

(2) Project Alone: Scoping approach a

0.1

312.627

11.94

1180.7

436.9

2946.7

(2) Project Alone: Scoping approach b

0.1

371.331

14.35

1010.8

372.3

2538.0


Table 3.99: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.00

1633.1

543.6

4647.0

Forth and Tay Consented developer approach

0.1

266.606

10.50

604.5

194.7

1756.3

Forth and Tay Consented Scoping approach a

0.1

323.327

12.94

488.9

156.5

1423.3

Forth and Tay Consented Scoping Approach b

0.1

388.731

16.15

382.3

121.0

1120.1

North Sea Consented developer approach

0.1

275.706

15.00

577.8

186.1

1680.4

North Sea Consented Scoping Approach a

0.1

333.827

18.24

463.9

148.2

1351.9

North Sea Consented Scoping Approach b

0.1

402.231

22.95

357.4

113.0

1048.2

(1) Project Alone: developer approach

0.1

253.206

9.40

636.3

205.2

1848.4

(2) Project Alone: Scoping approach a

0.1

312.627

11.94

509.7

163.1

1484.2

(2) Project Alone: Scoping approach b

0.1

371.331

14.35

409.3

129.9

1197.8


Table 3.100: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.00

0.967

0.944

0.989

0.967

0.948

0.986

Forth and Tay Consented developer approach

0.1

266.606

10.50

0.949

0.925

0.970

0.949

0.930

0.967

Forth and Tay Consented Scoping approach a

0.1

323.327

12.94

0.945

0.921

0.966

0.945

0.926

0.963

Forth and Tay Consented Scoping Approach b

0.1

388.731

16.15

0.940

0.917

0.962

0.940

0.921

0.958

North Sea Consented developer approach

0.1

275.706

15.00

0.948

0.925

0.969

0.948

0.929

0.966

North Sea Consented Scoping Approach a

0.1

333.827

18.24

0.944

0.920

0.965

0.944

0.925

0.962

North Sea Consented Scoping Approach b

0.1

402.231

22.95

0.939

0.916

0.960

0.939

0.920

0.957

(1) Project Alone: developer approach

0.1

253.206

9.40

0.950

0.926

0.971

0.950

0.931

0.968

(2) Project Alone: Scoping approach a

0.1

312.627

11.94

0.945

0.922

0.967

0.945

0.926

0.964

(2) Project Alone: Scoping approach b

0.1

371.331

14.35

0.941

0.918

0.963

0.941

0.922

0.960


Table 3.101: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.1

266.606

10.50

0.494

0.370

0.981

0.981

Forth and Tay Consented Scoping approach a

0.1

323.327

12.94

0.425

0.299

0.977

0.977

Forth and Tay Consented Scoping Approach b

0.1

388.731

16.15

0.357

0.234

0.972

0.972

North Sea Consented developer approach

0.1

275.706

15.00

0.479

0.354

0.980

0.980

North Sea Consented Scoping Approach a

0.1

333.827

18.24

0.410

0.284

0.976

0.976

North Sea Consented Scoping Approach b

0.1

402.231

22.95

0.341

0.218

0.971

0.971

(1) Project Alone: developer approach

0.1

253.206

9.40

0.513

0.389

0.982

0.982

(2) Project Alone: Scoping approach a

0.1

312.627

11.94

0.438

0.312

0.977

0.977

(2) Project Alone: Scoping approach b

0.1

371.331

14.35

0.375

0.250

0.973

0.973


3.21 Kittiwake - Farne Islands SPA

3.21 Kittiwake - Farne Islands SPA

Figure 3.77:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.77: Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.78:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.78: Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.79:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.79: The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.80:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.80: The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.102: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.987

0.966

1.007

 

 

 

2062

10

0.985

0.964

1.005

0.950

0.999

45.1

2062

20

0.984

0.963

1.004

0.903

0.997

40.0

2062

30

0.982

0.962

1.003

0.858

0.996

36.0

2062

40

0.981

0.960

1.001

0.815

0.994

31.9

2062

50

0.980

0.959

1.000

0.774

0.993

27.8

2062

60

0.978

0.957

0.998

0.735

0.992

24.2

2062

70

0.977

0.956

0.997

0.699

0.990

20.7

2062

80

0.975

0.955

0.996

0.663

0.989

17.6

2062

90

0.974

0.953

0.994

0.630

0.987

14.9

2062

100

0.973

0.952

0.993

0.598

0.986

12.2

2062

110

0.971

0.950

0.991

0.568

0.984

9.6

2062

120

0.970

0.949

0.990

0.539

0.983

7.5

2062

130

0.968

0.948

0.988

0.512

0.982

6.0

2062

140

0.967

0.946

0.987

0.486

0.980

4.7

2062

150

0.966

0.945

0.986

0.461

0.979

3.5

2062

160

0.964

0.943

0.984

0.438

0.977

2.8

2062

170

0.963

0.942

0.983

0.416

0.976

2.2

2062

180

0.961

0.941

0.981

0.395

0.974

1.7

2062

190

0.960

0.939

0.980

0.374

0.973

1.3

2062

200

0.959

0.938

0.979

0.355

0.972

0.8

2077

0

0.987

0.969

1.004

 

 

 

2077

10

0.985

0.968

1.002

0.930

0.999

44.1

2077

20

0.984

0.966

1.001

0.865

0.997

38.4

2077

30

0.982

0.965

0.999

0.805

0.996

33.1

2077

40

0.981

0.964

0.998

0.748

0.994

28.4

2077

50

0.980

0.962

0.997

0.696

0.993

24.0

2077

60

0.978

0.961

0.995

0.647

0.991

19.3

2077

70

0.977

0.959

0.994

0.601

0.990

15.9

2077

80

0.975

0.958

0.992

0.559

0.989

12.5

2077

90

0.974

0.957

0.991

0.519

0.987

9.7

2077

100

0.973

0.955

0.990

0.483

0.986

7.2

2077

110

0.971

0.954

0.988

0.448

0.984

5.5

2077

120

0.970

0.953

0.987

0.417

0.983

4.0

2077

130

0.968

0.951

0.985

0.387

0.982

3.0

2077

140

0.967

0.950

0.984

0.359

0.980

2.1

2077

150

0.966

0.948

0.983

0.334

0.979

1.5

2077

160

0.964

0.947

0.981

0.310

0.977

1.1

2077

170

0.963

0.946

0.980

0.288

0.976

0.7

2077

180

0.961

0.944

0.978

0.267

0.974

0.4

2077

190

0.960

0.943

0.977

0.248

0.973

0.2

2077

200

0.959

0.941

0.975

0.230

0.972

0.1


Table 3.103: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.00

4867.0

2087.5

11242.4

North Sea Consented developer approach

0.1

33.177

6.60

4346.3

1862.7

10059.2

North Sea Consented Scoping Approach a

0.1

41.128

8.21

4229.3

1811.3

9793.0

North Sea Consented Scoping Approach b

0.1

50.694

10.62

4089.0

1750.2

9473.0

(1) Project Alone: developer approach

0.1

23.177

1.50

4526.7

1941.0

10468.1

(2) Project Alone: Scoping approach a

0.1

29.328

2.21

4436.6

1901.5

10267.2

(2) Project Alone: Scoping approach b

0.1

35.194

2.82

4353.5

1865.0

10078.5

Table 3.104: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.00

3998.3

1494.5

10191.8

North Sea Consented developer approach

0.1

33.177

6.60

3406.7

1270.0

8707.2

North Sea Consented Scoping Approach a

0.1

41.128

8.21

3277.9

1221.5

8383.5

North Sea Consented Scoping Approach b

0.1

50.694

10.62

3125.0

1163.7

7999.1

(1) Project Alone: developer approach

0.1

23.177

1.50

3608.3

1346.0

9215.3

(2) Project Alone: Scoping approach a

0.1

29.328

2.21

3508.0

1307.9

8962.9

(2) Project Alone: Scoping approach b

0.1

35.194

2.82

3415.3

1272.7

8730.2

 

Table 3.105: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.00

0.987

0.966

1.007

0.987

0.969

1.004

North Sea Consented developer approach

0.1

33.177

6.60

0.983

0.963

1.004

0.983

0.966

1.001

North Sea Consented Scoping Approach a

0.1

41.128

8.21

0.983

0.962

1.003

0.983

0.965

1.000

North Sea Consented Scoping Approach b

0.1

50.694

10.62

0.982

0.961

1.002

0.982

0.965

0.999

(1) Project Alone: developer approach

0.1

23.177

1.50

0.985

0.964

1.005

0.985

0.967

1.002

(2) Project Alone: Scoping approach a

0.1

29.328

2.21

0.984

0.963

1.004

0.984

0.967

1.001

(2) Project Alone: Scoping approach b

0.1

35.194

2.82

0.984

0.963

1.004

0.983

0.966

1.001


Table 3.106: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.1

33.177

6.60

0.893

0.852

0.997

0.997

North Sea Consented Scoping Approach a

0.1

41.128

8.21

0.869

0.820

0.996

0.996

North Sea Consented Scoping Approach b

0.1

50.694

10.62

0.840

0.782

0.995

0.995

(1) Project Alone: developer approach

0.1

23.177

1.50

0.930

0.902

0.998

0.998

(2) Project Alone: Scoping approach a

0.1

29.328

2.21

0.911

0.877

0.997

0.997

(2) Project Alone: Scoping approach b

0.1

35.194

2.82

0.894

0.854

0.997

0.997


3.22 Kittiwake - Buchan Ness to Collieston Coast SPA

3.22 Kittiwake - Buchan Ness to Collieston Coast SPA

Figure 3.81:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.81:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.82:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.82:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.83:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.83:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.84:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.84:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.107: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.963

0.940

0.985

 

 

 

2062

25

0.961

0.939

0.984

0.952

0.999

46.1

2062

50

0.960

0.937

0.982

0.906

0.997

41.6

2062

75

0.959

0.936

0.981

0.862

0.996

38.2

2062

100

0.957

0.935

0.980

0.820

0.995

34.5

2062

125

0.956

0.933

0.978

0.781

0.993

30.6

2062

150

0.955

0.932

0.977

0.743

0.992

27.3

2062

175

0.953

0.931

0.975

0.707

0.990

24.0

2062

200

0.952

0.930

0.974

0.672

0.989

21.0

2062

225

0.951

0.928

0.973

0.640

0.988

18.4

2062

250

0.949

0.927

0.971

0.608

0.986

15.9

2062

275

0.948

0.926

0.970

0.579

0.985

13.6

2062

300

0.947

0.924

0.969

0.550

0.984

11.1

2062

325

0.946

0.923

0.967

0.523

0.982

9.3

2062

350

0.944

0.922

0.966

0.498

0.981

7.4

2062

375

0.943

0.920

0.965

0.473

0.979

6.0

2062

400

0.942

0.919

0.964

0.450

0.978

4.7

2077

0

0.963

0.944

0.981

 

 

 

2077

25

0.961

0.942

0.980

0.932

0.999

45.3

2077

50

0.960

0.941

0.979

0.869

0.997

40.4

2077

75

0.959

0.940

0.977

0.810

0.996

35.8

2077

100

0.957

0.938

0.976

0.755

0.995

31.3

2077

125

0.956

0.937

0.975

0.704

0.993

27.5

2077

150

0.955

0.936

0.973

0.656

0.992

23.5

2077

175

0.953

0.934

0.972

0.611

0.990

19.8

2077

200

0.952

0.933

0.971

0.569

0.989

16.2

2077

225

0.951

0.932

0.969

0.530

0.988

13.3

2077

250

0.949

0.931

0.968

0.494

0.986

10.8

2077

275

0.948

0.929

0.967

0.460

0.985

8.5

2077

300

0.947

0.928

0.965

0.429

0.984

6.7

2077

325

0.946

0.927

0.964

0.399

0.982

5.1

2077

350

0.944

0.925

0.963

0.372

0.981

4.1

2077

375

0.943

0.924

0.961

0.346

0.979

3.1

2077

400

0.942

0.923

0.960

0.322

0.978

2.2


Table 3.108: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.00

4373.7

1679.9

11054.4

Forth and Tay Consented developer approach

0.1

14.161

4.65

4279.4

1642.5

10820.3

Forth and Tay Consented Scoping approach a

0.1

20.774

7.24

4234.6

1624.8

10708.3

Forth and Tay Consented Scoping Approach b

0.1

27.507

10.18

4188.6

1606.8

10593.3

North Sea As-built: develper approach

0.1

63.361

19.25

3972.2

1521.4

10054.5

North Sea As built Approach a

0.1

75.374

24.54

3894.8

1491.2

9862.4

North Sea As-built: scoping approach b

0.1

93.107

32.78

3781.8

1447.6

9581.0

North Sea Consented developer approach

0.1

68.161

21.75

3939.9

1508.8

9974.3

North Sea Consented Scoping Approach a

0.1

80.174

27.04

3862.9

1479.0

9782.9

North Sea Consented Scoping Approach b

0.1

97.907

35.28

3751.3

1435.5

9503.9

(1) Project Alone: developer approach

0.1

11.35

2.94

4302.2

1651.5

10877.1

(2) Project Alone: Scoping approach a

0.1

16.474

4.94

4265.9

1637.3

10786.0

(2) Project Alone: Scoping approach b

0.1

21.007

6.58

4235.7

1625.3

10710.8


Table 3.109: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.00

2496.6

831.2

7120.6

Forth and Tay Consented developer approach

0.1

14.161

4.65

2421.4

805.8

6907.5

Forth and Tay Consented Scoping approach a

0.1

20.774

7.24

2385.9

793.9

6806.7

Forth and Tay Consented Scoping Approach b

0.1

27.507

10.18

2349.0

781.4

6703.1

North Sea As-built: develper approach

0.1

63.361

19.25

2180.1

725.1

6226.6

North Sea As built Approach a

0.1

75.374

24.54

2120.2

704.9

6057.6

North Sea As-built: scoping approach b

0.1

93.107

32.78

2033.7

675.8

5815.0

North Sea Consented developer approach

0.1

68.161

21.75

2155.0

716.4

6155.8

North Sea Consented Scoping Approach a

0.1

80.174

27.04

2095.8

696.5

5988.6

North Sea Consented Scoping Approach b

0.1

97.907

35.28

2010.3

667.9

5748.6

(1) Project Alone: developer approach

0.1

11.35

2.94

2440.0

812.4

6959.2

(2) Project Alone: Scoping approach a

0.1

16.474

4.94

2410.5

802.6

6877.2

(2) Project Alone: Scoping approach b

0.1

21.007

6.58

2386.7

794.1

6809.3


Table 3.110: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR  lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.00

0.963

0.940

0.985

0.963

0.944

0.981

Forth and Tay Consented developer approach

0.1

14.161

4.65

0.962

0.939

0.984

0.962

0.943

0.981

Forth and Tay Consented Scoping approach a

0.1

20.774

7.24

0.962

0.939

0.984

0.962

0.943

0.981

Forth and Tay Consented Scoping Approach b

0.1

27.507

10.18

0.962

0.939

0.984

0.962

0.942

0.980

North Sea As-built: develper approach

0.1

63.361

19.25

0.960

0.937

0.982

0.960

0.941

0.979

North Sea As built Approach a

0.1

75.374

24.54

0.960

0.937

0.982

0.960

0.941

0.978

North Sea As-built: scoping approach b

0.1

93.107

32.78

0.959

0.936

0.981

0.959

0.940

0.977

North Sea Consented developer approach

0.1

68.161

21.75

0.960

0.937

0.982

0.960

0.941

0.979

North Sea Consented Scoping Approach a

0.1

80.174

27.04

0.959

0.937

0.982

0.959

0.940

0.978

North Sea Consented Scoping Approach b

0.1

97.907

35.28

0.959

0.936

0.981

0.959

0.940

0.977

(1) Project Alone: developer approach

0.1

11.35

2.94

0.962

0.940

0.984

0.962

0.943

0.981

(2) Project Alone: Scoping approach a

0.1

16.474

4.94

0.962

0.939

0.984

0.962

0.943

0.981

(2) Project Alone: Scoping approach b

0.1

21.007

6.58

0.962

0.939

0.984

0.962

0.943

0.981


Table 3.111: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.1

14.161

4.65

0.978

0.970

0.999

0.999

Forth and Tay Consented Scoping approach a

0.1

20.774

7.24

0.968

0.955

0.999

0.999

Forth and Tay Consented Scoping Approach b

0.1

27.507

10.18

0.958

0.941

0.999

0.999

North Sea As-built: develper approach

0.1

63.361

19.25

0.908

0.873

0.997

0.997

North Sea As built Approach a

0.1

75.374

24.54

0.891

0.849

0.997

0.997

North Sea As-built: scoping approach b

0.1

93.107

32.78

0.865

0.814

0.996

0.996

North Sea Consented developer approach

0.1

68.161

21.75

0.901

0.863

0.997

0.997

North Sea Consented Scoping Approach a

0.1

80.174

27.04

0.883

0.839

0.997

0.997

North Sea Consented Scoping Approach b

0.1

97.907

35.28

0.858

0.805

0.996

0.996

(1) Project Alone: developer approach

0.1

11.35

2.94

0.984

0.977

1.000

1.000

(2) Project Alone: Scoping approach a

0.1

16.474

4.94

0.975

0.965

0.999

0.999

(2) Project Alone: Scoping approach b

0.1

21.007

6.58

0.968

0.956

0.999

0.999


3.23 Kittiwake - Troup, Pennan and Lion’s Heads SPA

3.23 Kittiwake - Troup, Pennan and Lion’s Heads SPA

Figure 3.85:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.85: Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.86:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.86:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.87:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.87:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.88:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.88:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.112: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.014

0.996

1.031

 

 

 

2062

10

1.013

0.995

1.030

0.979

0.999

47.9

2062

20

1.012

0.994

1.030

0.958

0.999

46.0

2062

30

1.012

0.994

1.029

0.938

0.998

43.6

2062

40

1.011

0.993

1.029

0.918

0.998

41.3

2062

50

1.011

0.993

1.028

0.899

0.997

39.1

2062

60

1.010

0.992

1.027

0.880

0.996

36.6

2062

70

1.009

0.991

1.027

0.861

0.996

34.5

2062

80

1.009

0.991

1.026

0.843

0.995

32.3

2062

90

1.008

0.990

1.026

0.825

0.995

30.5

2062

100

1.008

0.990

1.025

0.808

0.994

28.4

2062

110

1.007

0.989

1.024

0.791

0.993

26.2

2062

120

1.006

0.988

1.024

0.774

0.993

24.4

2062

130

1.006

0.988

1.023

0.757

0.992

23.0

2062

140

1.005

0.987

1.023

0.741

0.992

21.4

2062

150

1.005

0.987

1.022

0.726

0.991

19.5

2062

160

1.004

0.986

1.021

0.710

0.991

17.7

2062

170

1.003

0.985

1.021

0.695

0.990

16.4

2062

180

1.003

0.985

1.020

0.680

0.989

15.1

2062

190

1.002

0.984

1.020

0.666

0.989

14.0

2062

200

1.002

0.984

1.019

0.652

0.988

12.7

2077

0

1.013

0.998

1.028

 

 

 

2077

10

1.013

0.997

1.028

0.970

0.999

46.9

2077

20

1.012

0.997

1.027

0.941

0.999

44.2

2077

30

1.012

0.996

1.026

0.913

0.998

41.2

2077

40

1.011

0.996

1.026

0.886

0.998

38.3

2077

50

1.010

0.995

1.025

0.860

0.997

35.7

2077

60

1.010

0.994

1.025

0.834

0.996

33.2

2077

70

1.009

0.994

1.024

0.809

0.996

30.4

2077

80

1.009

0.993

1.023

0.785

0.995

27.7

2077

90

1.008

0.993

1.023

0.762

0.995

25.2

2077

100

1.007

0.992

1.022

0.739

0.994

22.8

2077

110

1.007

0.991

1.022

0.717

0.993

20.9

2077

120

1.006

0.991

1.021

0.695

0.993

18.9

2077

130

1.006

0.990

1.020

0.674

0.992

17.0

2077

140

1.005

0.990

1.020

0.654

0.992

15.1

2077

150

1.004

0.989

1.019

0.634

0.991

13.5

2077

160

1.004

0.988

1.019

0.615

0.991

12.0

2077

170

1.003

0.988

1.018

0.597

0.990

10.9

2077

180

1.003

0.987

1.017

0.579

0.989

9.9

2077

190

1.002

0.987

1.017

0.562

0.989

8.6

2077

200

1.001

0.986

1.016

0.545

0.988

7.6


Table 3.113: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.00

39031.9

18948.7

77564.5

North Sea As-built: developer approach

0.1

60.059

23.44

35748.1

17331.6

71080.1

North Sea As built Approach a

0.1

69.768

29.39

35184.1

17055.1

69972.2

North Sea As-built: scoping approach b

0.1

96.818

39.79

33826.3

16384.8

67276.6

North Sea Consented developer approach

0.1

65.659

26.44

35433.7

17177.1

70460.9

North Sea Consented Scoping Approach a

0.1

75.468

32.39

34871.4

16902.5

69353.8

North Sea Consented Scoping Approach b

0.1

102.518

42.79

33525.4

16236.7

66683.5

(1) Project Alone: developer approach

0.1

9.01

3.34

38542.4

18706.7

76597.5

(2) Project Alone: Scoping approach a

0.1

14.068

5.69

38231.7

18555.0

75985.1

(2) Project Alone: Scoping approach b

0.1

18.418

7.59

37983.4

18431.4

75495.6


Table 3.114: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.00

46996.9

19922.1

104504.2

North Sea As-built: develper approach

0.1

60.059

23.44

41516.2

17575.9

92414.4

North Sea As built Approach a

0.1

69.768

29.39

40593.7

17181.7

90384.0

North Sea As-built: scoping approach b

0.1

96.818

39.79

38390.7

16240.6

85524.3

North Sea Consented developer approach

0.1

65.659

26.44

41001.4

17356.8

91281.0

North Sea Consented Scoping Approach a

0.1

75.468

32.39

40084.2

16964.4

89260.0

North Sea Consented Scoping Approach b

0.1

102.518

42.79

37906.8

16035.2

84455.9

(1) Project Alone: developer approach

0.1

9.01

3.34

46166.2

19566.9

102670.2

(2) Project Alone: Scoping approach a

0.1

14.068

5.69

45641.3

19341.9

101517.7

(2) Project Alone: Scoping approach b

0.1

18.418

7.59

45223.5

19164.0

100595.0


Table 3.115: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.00

1.014

0.996

1.031

1.013

0.998

1.028

North Sea As-built: develper approach

0.1

60.059

23.44

1.011

0.993

1.029

1.011

0.996

1.026

North Sea As built Approach a

0.1

69.768

29.39

1.011

0.993

1.028

1.010

0.995

1.025

North Sea As-built: scoping approach b

0.1

96.818

39.79

1.010

0.992

1.027

1.009

0.994

1.024

North Sea Consented developer approach

0.1

65.659

26.44

1.011

0.993

1.028

1.011

0.995

1.025

North Sea Consented Scoping Approach a

0.1

75.468

32.39

1.010

0.992

1.028

1.010

0.995

1.025

North Sea Consented Scoping Approach b

0.1

102.518

42.79

1.009

0.991

1.027

1.009

0.994

1.024

(1) Project Alone: developer approach

0.1

9.01

3.34

1.013

0.995

1.031

1.013

0.998

1.028

(2) Project Alone: Scoping approach a

0.1

14.068

5.69

1.013

0.995

1.030

1.013

0.997

1.028

(2) Project Alone: Scoping approach b

0.1

18.418

7.59

1.013

0.995

1.030

1.013

0.997

1.027


Table 3.116: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea As-built: developer approach

0.1

60.059

23.44

0.916

0.883

0.998

0.998

North Sea As built Approach a

0.1

69.768

29.39

0.902

0.864

0.997

0.997

North Sea As-built: scoping approach b

0.1

96.818

39.79

0.867

0.817

0.996

0.996

North Sea Consented developer approach

0.1

65.659

26.44

0.908

0.873

0.997

0.997

North Sea Consented Scoping Approach a

0.1

75.468

32.39

0.894

0.853

0.997

0.997

North Sea Consented Scoping Approach b

0.1

102.518

42.79

0.859

0.807

0.996

0.996

(1) Project Alone: developer approach

0.1

9.01

3.34

0.987

0.982

1.000

1.000

(2) Project Alone: Scoping approach a

0.1

14.068

5.69

0.980

0.971

0.999

0.999

(2) Project Alone: Scoping approach b

0.1

18.418

7.59

0.973

0.962

0.999

0.999


3.24 Kittiwake - East Caithness Cliffs SPA

3.24 Kittiwake - East Caithness Cliffs SPA

Figure 3.89:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.89 Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.90:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.90:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.91:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.91:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.92:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.92:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.117: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.009

0.984

1.031

 

 

 

2062

50

1.007

0.983

1.030

0.955

0.999

46.3

2062

100

1.006

0.981

1.029

0.912

0.997

43.0

2062

150

1.005

0.980

1.028

0.870

0.996

39.3

2062

200

1.003

0.979

1.026

0.831

0.995

35.7

2062

250

1.002

0.977

1.025

0.793

0.994

32.9

2062

300

1.001

0.976

1.024

0.757

0.992

29.5

2062

350

1.000

0.975

1.022

0.722

0.991

26.5

2062

400

0.998

0.974

1.021

0.689

0.990

23.8

2062

450

0.997

0.972

1.020

0.658

0.988

20.8

2062

500

0.996

0.971

1.018

0.628

0.987

18.4

2062

550

0.994

0.970

1.017

0.599

0.986

16.0

2062

600

0.993

0.969

1.016

0.572

0.985

14.0

2062

650

0.992

0.967

1.014

0.545

0.983

12.3

2062

700

0.990

0.966

1.013

0.520

0.982

10.4

2062

750

0.989

0.965

1.012

0.496

0.981

8.7

2062

800

0.988

0.963

1.010

0.473

0.979

7.2

2077

0

1.009

0.988

1.027

 

 

 

2077

50

1.007

0.987

1.026

0.936

0.999

45.7

2077

100

1.006

0.986

1.024

0.877

0.997

41.1

2077

150

1.005

0.985

1.023

0.821

0.996

37.2

2077

200

1.004

0.983

1.022

0.769

0.995

33.0

2077

250

1.002

0.982

1.020

0.720

0.994

29.1

2077

300

1.001

0.981

1.019

0.674

0.992

25.0

2077

350

1.000

0.979

1.018

0.630

0.991

21.6

2077

400

0.998

0.978

1.016

0.590

0.990

18.3

2077

450

0.997

0.977

1.015

0.552

0.988

15.5

2077

500

0.996

0.976

1.014

0.517

0.987

13.2

2077

550

0.994

0.974

1.013

0.483

0.986

11.0

2077

600

0.993

0.973

1.011

0.452

0.985

9.3

2077

650

0.992

0.972

1.010

0.423

0.983

7.4

2077

700

0.991

0.970

1.009

0.396

0.982

5.6

2077

750

0.989

0.969

1.007

0.370

0.981

4.7

2077

800

0.988

0.968

1.006

0.346

0.979

3.7


Table 3.118: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.00

73730.0

26111.5

193755.7

North Sea As-built: develper approach

0.1

276.521

74.45

62463.7

22101.7

164898.7

North Sea As built Approach a

0.1

277.605

88.37

62124.7

21978.2

163990.0

North Sea As-built: scoping approach b

0.1

395.616

120.80

57868.2

20485.8

153026.4

North Sea Consented developer approach

0.1

291.921

82.55

61805.2

21869.1

163209.2

North Sea Consented Scoping Approach a

0.1

293.105

96.47

61467.3

21745.2

162304.8

North Sea Consented Scoping Approach b

0.1

411.116

128.90

57257.2

20268.8

151428.1

(1) Project Alone: developer approach

0.1

18.385

8.85

72824.7

25786.2

191428.1

(2) Project Alone: Scoping approach a

0.1

30.705

15.17

72213.6

25567.1

189858.2

(2) Project Alone: Scoping approach b

0.1

41.116

20.30

71706.7

25385.7

188554.0


Table 3.119: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.00

84181.3

26789.3

240754.6

North Sea As-built: develper approach

0.1

276.521

74.45

66602.5

21089.4

190803.1

North Sea As built Approach a

0.1

277.605

88.37

66102.9

20935.3

189401.8

North Sea As-built: scoping approach b

0.1

395.616

120.80

59771.7

18874.9

171410.5

North Sea Consented developer approach

0.1

291.921

82.55

65612.8

20768.4

187991.7

North Sea Consented Scoping Approach a

0.1

293.105

96.47

65110.3

20615.5

186593.0

North Sea Consented Scoping Approach b

0.1

411.116

128.90

58877.9

18585.8

168869.0

(1) Project Alone: developer approach

0.1

18.385

8.85

82726.2

26321.3

236628.7

(2) Project Alone: Scoping approach a

0.1

30.705

15.17

81749.3

26007.7

233863.0

(2) Project Alone: Scoping approach b

0.1

41.116

20.30

80946.3

25748.0

231571.4


Table 3.120: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.00

1.009

0.984

1.031

1.009

0.988

1.027

North Sea As-built: develper approach

0.1

276.521

74.45

1.004

0.979

1.027

1.004

0.984

1.022

North Sea As built Approach a

0.1

277.605

88.37

1.004

0.979

1.027

1.004

0.984

1.022

North Sea As-built: scoping approach b

0.1

395.616

120.80

1.002

0.977

1.025

1.002

0.982

1.020

North Sea Consented developer approach

0.1

291.921

82.55

1.004

0.979

1.026

1.004

0.984

1.022

North Sea Consented Scoping Approach a

0.1

293.105

96.47

1.004

0.979

1.026

1.004

0.983

1.022

North Sea Consented Scoping Approach b

0.1

411.116

128.90

1.002

0.977

1.024

1.002

0.981

1.020

(1) Project Alone: developer approach

0.1

18.385

8.85

1.008

0.983

1.031

1.008

0.988

1.027

(2) Project Alone: Scoping approach a

0.1

30.705

15.17

1.008

0.983

1.031

1.008

0.988

1.026

(2) Project Alone: Scoping approach b

0.1

41.116

20.30

1.008

0.983

1.031

1.008

0.988

1.026


Table 3.121: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea As-built: develper approach

0.1

276.521

74.45

0.847

0.791

0.995

0.995

North Sea As built Approach a

0.1

277.605

88.37

0.843

0.785

0.995

0.995

North Sea As-built: scoping approach b

0.1

395.616

120.80

0.785

0.710

0.993

0.993

North Sea Consented developer approach

0.1

291.921

82.55

0.838

0.780

0.995

0.995

North Sea Consented Scoping Approach a

0.1

293.105

96.47

0.834

0.774

0.995

0.995

North Sea Consented Scoping Approach b

0.1

411.116

128.90

0.777

0.700

0.993

0.993

(1) Project Alone: developer approach

0.1

18.385

8.85

0.988

0.983

1.000

1.000

(2) Project Alone: Scoping approach a

0.1

30.705

15.17

0.980

0.971

0.999

0.999

(2) Project Alone: Scoping approach b

0.1

41.116

20.30

0.973

0.962

0.999

0.999


3.25 Kittiwake - North Caithness Cliffs SPA

3.25 Kittiwake - North Caithness Cliffs SPA

Figure 3.93:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.93:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.94:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.94:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.95:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.95:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.96:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.96  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.122: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.992

0.966

1.017

 

 

 

2062

10

0.991

0.965

1.015

0.943

0.998

45.8

2062

20

0.989

0.963

1.013

0.890

0.997

41.1

2062

30

0.987

0.962

1.012

0.839

0.995

36.9

2062

40

0.986

0.960

1.010

0.791

0.994

32.3

2062

50

0.984

0.958

1.008

0.746

0.992

28.7

2062

60

0.983

0.957

1.007

0.703

0.990

25.2

2062

70

0.981

0.955

1.005

0.663

0.989

21.8

2062

80

0.979

0.954

1.004

0.625

0.987

18.7

2062

90

0.978

0.952

1.002

0.589

0.985

16.2

2062

100

0.976

0.950

1.000

0.555

0.984

13.0

2062

110

0.975

0.949

0.999

0.523

0.982

11.2

2062

120

0.973

0.947

0.997

0.493

0.981

9.6

2062

130

0.971

0.946

0.995

0.464

0.979

8.0

2062

140

0.970

0.944

0.994

0.437

0.977

6.5

2062

150

0.968

0.942

0.992

0.412

0.976

5.6

2062

160

0.967

0.941

0.990

0.388

0.974

4.5

2062

170

0.965

0.939

0.989

0.365

0.972

3.5

2062

180

0.963

0.938

0.987

0.344

0.971

2.8

2062

190

0.962

0.936

0.986

0.324

0.969

2.2

2062

200

0.960

0.934

0.984

0.305

0.968

1.7

2077

0

0.992

0.971

1.013

 

 

 

2077

10

0.990

0.969

1.011

0.920

0.998

44.7

2077

20

0.989

0.968

1.009

0.847

0.997

39.8

2077

30

0.987

0.966

1.008

0.779

0.995

34.5

2077

40

0.986

0.965

1.006

0.717

0.993

29.7

2077

50

0.984

0.963

1.005

0.660

0.992

25.3

2077

60

0.982

0.961

1.003

0.607

0.990

21.1

2077

70

0.981

0.960

1.001

0.558

0.989

17.6

2077

80

0.979

0.958

1.000

0.513

0.987

13.9

2077

90

0.978

0.957

0.998

0.472

0.985

11.4

2077

100

0.976

0.955

0.997

0.433

0.984

9.1

2077

110

0.974

0.953

0.995

0.398

0.982

7.5

2077

120

0.973

0.952

0.993

0.366

0.980

5.6

2077

130

0.971

0.950

0.992

0.336

0.979

4.3

2077

140

0.970

0.949

0.990

0.309

0.977

3.2

2077

150

0.968

0.947

0.988

0.284

0.976

2.4

2077

160

0.966

0.945

0.987

0.261

0.974

1.8

2077

170

0.965

0.944

0.985

0.239

0.972

1.0

2077

180

0.963

0.942

0.984

0.220

0.971

0.6

2077

190

0.961

0.941

0.982

0.202

0.969

0.5

2077

200

0.960

0.939

0.980

0.185

0.967

0.3


Table 3.123: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.0000

5332.8

1765.1

15193.8

North Sea As-built: develper approach

0.1

33.679

14.7302

4602.9

1518.8

13139.5

North Sea As built Approach a

0.1

43.419

19.8103

4402.1

1451.7

12582.0

North Sea As-built: scoping approach b

0.1

58.710

26.5900

4112.7

1355.8

11786.3

North Sea Consented developer approach

0.1

37.579

16.7302

4521.5

1491.9

12914.5

North Sea Consented Scoping Approach a

0.1

47.219

21.8103

4325.6

1426.0

12371.5

North Sea Consented Scoping Approach b

0.1

62.510

28.5900

4041.3

1331.3

11588.0

(1) Project Alone: developer approach

0.1

2.279

1.3302

5276.9

1746.1

15034.6

(2) Project Alone: Scoping approach a

0.1

7.619

3.8103

5153.1

1704.3

14686.5

(2) Project Alone: Scoping approach b

0.1

10.210

5.0900

5093.8

1684.5

14518.7


Table 3.124: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.0000

5332.8

1765.1

15193.8

North Sea As-built: develper approach

0.1

35.942

15.6200

4558.7

1504.0

13016.9

North Sea As built Approach a

0.1

43.419

19.8103

4402.1

1451.7

12582.0

North Sea As-built: scoping approach b

0.1

58.710

26.5900

4112.7

1355.8

11786.3

North Sea Consented developer approach

0.1

39.842

17.6200

4478.4

1477.2

12794.1

North Sea Consented Scoping Approach a

0.1

47.219

21.8103

4325.6

1426.0

12371.5

North Sea Consented Scoping Approach b

0.1

62.510

28.5900

4041.3

1331.3

11588.0

(1) Project Alone: developer approach

0.1

4.541

2.2200

5226.3

1728.6

14891.3

(2) Project Alone: Scoping approach a

0.1

7.619

3.8103

5153.1

1704.3

14686.5

(2) Project Alone: Scoping approach b

0.1

10.210

5.0900

5093.8

1684.5

14518.7


Table 3.125: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR (2077) lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.0000

4767.8

1368.7

15462.9

North Sea As-built: develper approach

0.1

35.942

15.6200

3821.9

1091.7

12434.2

North Sea As built Approach a

0.1

43.419

19.8103

3638.0

1038.6

11845.9

North Sea As-built: scoping approach b

0.1

58.710

26.5900

3306.3

942.9

10788.2

North Sea Consented developer approach

0.1

39.842

17.6200

3727.5

1064.5

12130.3

North Sea Consented Scoping Approach a

0.1

47.219

21.8103

3549.2

1013.3

11561.4

North Sea Consented Scoping Approach b

0.1

62.510

28.5900

3225.3

919.7

10528.1

(1) Project Alone: developer approach

0.1

4.541

2.2200

4633.4

1329.2

15032.0

(2) Project Alone: Scoping approach a

0.1

7.619

3.8103

4543.3

1302.6

14742.0

(2) Project Alone: Scoping approach b

0.1

10.210

5.0900

4469.4

1281.7

14506.2


Table 3.126: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.0000

0.992

0.966

1.017

0.992

0.971

1.013

North Sea As-built: develper approach

0.1

35.942

15.6200

0.988

0.962

1.012

0.988

0.967

1.008

North Sea As built Approach a

0.1

43.419

19.8103

0.987

0.961

1.011

0.987

0.966

1.007

North Sea As-built: scoping approach b

0.1

58.710

26.5900

0.985

0.959

1.009

0.985

0.964

1.006

North Sea Consented developer approach

0.1

39.842

17.6200

0.987

0.962

1.012

0.987

0.966

1.008

North Sea Consented Scoping Approach a

0.1

47.219

21.8103

0.987

0.961

1.011

0.986

0.965

1.007

North Sea Consented Scoping Approach b

0.1

62.510

28.5900

0.985

0.959

1.009

0.985

0.963

1.005

(1) Project Alone: developer approach

0.1

4.541

2.2200

0.992

0.966

1.016

0.992

0.970

1.012

(2) Project Alone: Scoping approach a

0.1

7.619

3.8103

0.991

0.965

1.016

0.991

0.970

1.012

(2) Project Alone: Scoping approach b

0.1

10.210

5.0900

0.991

0.965

1.015

0.991

0.970

1.011


Table 3.127: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea As-built: develper approach

0.1

35.942

15.6200

0.855

0.801

0.996

0.996

North Sea As built Approach a

0.1

43.419

19.8103

0.826

0.763

0.995

0.995

North Sea As-built: scoping approach b

0.1

58.710

26.5900

0.772

0.693

0.993

0.993

North Sea Consented developer approach

0.1

39.842

17.6200

0.840

0.781

0.995

0.995

North Sea Consented Scoping Approach a

0.1

47.219

21.8103

0.811

0.744

0.994

0.994

North Sea Consented Scoping Approach b

0.1

62.510

28.5900

0.759

0.677

0.992

0.992

(1) Project Alone: developer approach

0.1

4.541

2.2200

0.980

0.972

0.999

0.999

(2) Project Alone: Scoping approach a

0.1

7.619

3.8103

0.966

0.953

0.999

0.999

(2) Project Alone: Scoping approach b

0.1

10.210

5.0900

0.955

0.937

0.999

0.999


3.26 Kittiwake - Coquet Island SPA

3.26 Kittiwake - Coquet Island SPA

Figure 3.97:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.97: Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.98:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.98:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.99:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.99:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.100:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.100:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

 

Table 3.128: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.019

1.000

1.037

 

 

 

2062

5

1.012

0.993

1.030

0.784

0.993

25.0

2062

10

1.005

0.986

1.023

0.613

0.986

9.8

2077

0

1.019

1.003

1.033

 

 

 

2077

5

1.012

0.996

1.027

0.707

0.993

20.7

2077

10

1.005

0.989

1.020

0.499

0.986

5.6


Table 3.129: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.000

1994.7

959.5

3976.6

North Sea Consented developer approach

0.1

1.696

0.700

1885.4

906.1

3761.1

North Sea Consented Scoping Approach a

0.1

2.085

0.801

1863.1

895.3

3717.5

North Sea Consented Scoping Approach b

0.1

2.744

1.102

1822.2

874.6

3634.2

(1) Project Alone: developer approach

0.1

0.296

0.000

1978.9

951.9

3947.4

(2) Project Alone: Scoping approach a

0.1

0.485

0.000

1968.9

947.2

3927.9

(2) Project Alone: Scoping approach b

0.1

0.644

0.000

1961.7

943.4

3911.0

 

Table 3.130: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.000

2605.0

1110.0

5754.5

North Sea Consented developer approach

0.1

1.696

0.700

2406.0

1023.8

5322.0

North Sea Consented Scoping Approach a

0.1

2.085

0.801

2365.8

1006.4

5234.2

North Sea Consented Scoping Approach b

0.1

2.744

1.102

2291.5

973.8

5069.9

(1) Project Alone: developer approach

0.1

0.296

0.000

2576.4

1097.2

5695.6

(2) Project Alone: Scoping approach a

0.1

0.485

0.000

2559.5

1089.7

5656.6

(2) Project Alone: Scoping approach b

0.1

0.644

0.000

2544.1

1082.9

5624.3

 

Table 3.131: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.000

1.019

1.000

1.037

1.019

1.003

1.033

North Sea Consented developer approach

0.1

1.696

0.700

1.017

0.998

1.035

1.017

1.001

1.032

North Sea Consented Scoping Approach a

0.1

2.085

0.801

1.017

0.998

1.035

1.017

1.001

1.032

North Sea Consented Scoping Approach b

0.1

2.744

1.102

1.016

0.997

1.034

1.016

1.000

1.031

(1) Project Alone: developer approach

0.1

0.296

0.000

1.019

0.999

1.037

1.018

1.002

1.033

(2) Project Alone: Scoping approach a

0.1

0.485

0.000

1.019

0.999

1.036

1.018

1.002

1.033

(2) Project Alone: Scoping approach b

0.1

0.644

0.000

1.018

0.999

1.036

1.018

1.002

1.033


Table 3.132: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.1

1.696

0.700

0.945

0.924

0.998

0.998

North Sea Consented Scoping Approach a

0.1

2.085

0.801

0.934

0.908

0.998

0.998

North Sea Consented Scoping Approach b

0.1

2.744

1.102

0.913

0.880

0.997

0.997

(1) Project Alone: developer approach

0.1

0.296

0.000

0.992

0.989

1.000

1.000

(2) Project Alone: Scoping approach a

0.1

0.485

0.000

0.987

0.982

1.000

1.000

(2) Project Alone: Scoping approach b

0.1

0.644

0.000

0.983

0.977

1.000

1.000


3.27 Kittiwake - Flamborough and Filey Coast SPA

3.27 Kittiwake - Flamborough and Filey Coast SPA

Figure 3.101:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.101:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.102:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.102:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.103:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.103:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.104:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.104:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.133: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates.

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.989

0.966

1.011

 

 

 

2062

50

0.988

0.966

1.010

0.976

0.999

48.1

2062

100

0.987

0.965

1.010

0.952

0.999

46.2

2062

150

0.987

0.964

1.009

0.928

0.998

44.2

2062

200

0.986

0.964

1.008

0.906

0.997

42.1

2062

250

0.985

0.963

1.008

0.884

0.997

40.2

2062

300

0.985

0.962

1.007

0.862

0.996

38.1

2062

350

0.984

0.961

1.006

0.841

0.995

36.4

2062

400

0.983

0.961

1.006

0.820

0.995

34.5

2062

450

0.983

0.960

1.005

0.800

0.994

32.7

2062

500

0.982

0.959

1.004

0.780

0.993

31.0

2062

550

0.981

0.959

1.004

0.761

0.992

29.4

2062

600

0.981

0.958

1.003

0.742

0.992

27.8

2062

650

0.980

0.957

1.002

0.724

0.991

26.2

2062

700

0.979

0.957

1.002

0.706

0.990

24.4

2062

750

0.979

0.956

1.001

0.689

0.990

23.0

2062

800

0.978

0.955

1.000

0.672

0.989

21.5

2062

850

0.977

0.955

0.999

0.655

0.988

20.2

2062

900

0.977

0.954

0.999

0.639

0.988

18.4

2062

950

0.976

0.953

0.998

0.623

0.987

17.1

2062

1000

0.975

0.953

0.997

0.608

0.986

15.7

2077

0

0.989

0.969

1.008

 

 

 

2077

50

0.988

0.968

1.007

0.966

0.999

47.0

2077

100

0.987

0.968

1.006

0.932

0.999

44.5

2077

150

0.987

0.967

1.006

0.900

0.998

42.0

2077

200

0.986

0.966

1.005

0.869

0.997

39.7

2077

250

0.985

0.966

1.004

0.839

0.997

37.6

2077

300

0.985

0.965

1.004

0.810

0.996

35.1

2077

350

0.984

0.964

1.003

0.782

0.995

32.9

2077

400

0.983

0.964

1.002

0.755

0.994

30.5

2077

450

0.982

0.963

1.001

0.729

0.994

27.9

2077

500

0.982

0.962

1.001

0.703

0.993

25.8

2077

550

0.981

0.961

1.000

0.679

0.992

23.8

2077

600

0.980

0.961

0.999

0.655

0.992

22.0

2077

650

0.980

0.960

0.999

0.633

0.991

20.2

2077

700

0.979

0.959

0.998

0.611

0.990

18.3

2077

750

0.978

0.959

0.997

0.589

0.990

16.3

2077

800

0.978

0.958

0.997

0.569

0.989

14.9

2077

850

0.977

0.957

0.996

0.549

0.988

13.5

2077

900

0.976

0.957

0.995

0.530

0.988

12.3

2077

950

0.976

0.956

0.995

0.511

0.987

11.2

2077

1000

0.975

0.955

0.994

0.493

0.986

10.3


Table 3.134: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.000

0.000

55022.1

20971.5

134597.9

North Sea As-built: develper approach

0.1

410.674

61.136

48232.6

18361.6

118530.5

North Sea As built Approach a

0.1

441.907

76.920

47653.8

18137.2

117123.4

North Sea As-built: scoping approach b

0.1

491.300

101.500

46756.2

17789.4

114940.9

North Sea Consented developer approach

0.1

445.574

70.336

47665.1

18140.7

117160.0

North Sea Consented Scoping Approach a

0.1

476.807

86.020

47094.2

17920.1

115771.8

North Sea Consented Scoping Approach b

0.1

526.171

110.580

46207.2

17575.9

113614.7

(1) Project Alone: developer approach

0.1

17.047

8.236

54665.1

20833.0

133735.4

(2) Project Alone: Scoping approach a

0.1

28.507

14.120

54422.0

20738.8

133151.0

(2) Project Alone: Scoping approach b

0.1

38.171

18.880

54219.5

20661.3

132663.6


Table 3.135: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.000

0.000

45555.5

14846.9

128811.5

North Sea As-built: develper approach

0.1

410.674

61.136

37900.1

12276.7

107534.6

North Sea As built Approach a

0.1

441.907

76.920

37255.1

12063.1

105727.8

North Sea As-built: scoping approach b

0.1

491.300

101.500

36260.5

11734.2

102944.1

North Sea Consented developer approach

0.1

445.574

70.336

37266.2

12066.4

105766.6

North Sea Consented Scoping Approach a

0.1

476.807

86.020

36632.6

11856.6

103992.8

North Sea Consented Scoping Approach b

0.1

526.171

110.580

35655.5

11535.3

101254.5

(1) Project Alone: developer approach

0.1

17.047

8.236

45137.4

14707.4

127652.7

(2) Project Alone: Scoping approach a

0.1

28.507

14.120

44853.5

14612.5

126865.3

(2) Project Alone: Scoping approach b

0.1

38.171

18.880

44618.4

14534.2

126214.3


Table 3.136: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.000

0.000

0.989

0.966

1.011

0.989

0.969

1.008

North Sea As-built: develper approach

0.1

410.674

61.136

0.985

0.963

1.007

0.985

0.965

1.004

North Sea As built Approach a

0.1

441.907

76.920

0.985

0.962

1.007

0.985

0.965

1.004

North Sea As-built: scoping approach b

0.1

491.300

101.500

0.984

0.962

1.007

0.984

0.965

1.003

North Sea Consented developer approach

0.1

445.574

70.336

0.985

0.962

1.007

0.985

0.965

1.004

North Sea Consented Scoping Approach a

0.1

476.807

86.020

0.985

0.962

1.007

0.984

0.965

1.003

North Sea Consented Scoping Approach b

0.1

526.171

110.580

0.984

0.962

1.006

0.984

0.964

1.003

(1) Project Alone: developer approach

0.1

17.047

8.236

0.989

0.966

1.011

0.988

0.969

1.007

(2) Project Alone: Scoping approach a

0.1

28.507

14.120

0.989

0.966

1.011

0.988

0.969

1.007

(2) Project Alone: Scoping approach b

0.1

38.171

18.880

0.988

0.966

1.011

0.988

0.969

1.007

 

Table 3.137: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea As-built: develper approach

0.1

410.674

61.136

0.878

0.832

0.996

0.996

North Sea As built Approach a

0.1

441.907

76.920

0.867

0.818

0.996

0.996

North Sea As-built: scoping approach b

0.1

491.300

101.500

0.851

0.796

0.996

0.996

North Sea Consented developer approach

0.1

445.574

70.336

0.868

0.818

0.996

0.996

North Sea Consented Scoping Approach a

0.1

476.807

86.020

0.857

0.804

0.996

0.996

North Sea Consented Scoping Approach b

0.1

526.171

110.580

0.841

0.783

0.995

0.995

(1) Project Alone: developer approach

0.1

17.047

8.236

0.994

0.991

1.000

1.000

(2) Project Alone: Scoping approach a

0.1

28.507

14.120

0.989

0.985

1.000

1.000

(2) Project Alone: Scoping approach b

0.1

38.171

18.880

0.985

0.979

1.000

1.000


3.28 Kittiwake - West Westray SPA

3.28 Kittiwake - West Westray SPA

Figure 3.105:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.105:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.106:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.106:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.107:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.107:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.108:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.108:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

 

Table 3.138: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.900

0.857

0.941

 

 

 

2062

25

0.894

0.851

0.935

0.806

0.994

41.3

2062

50

0.889

0.846

0.930

0.647

0.988

33.3

2062

75

0.884

0.839

0.925

0.519

0.982

25.5

2062

100

0.878

0.834

0.919

0.416

0.976

19.4

2062

125

0.873

0.828

0.914

0.332

0.970

13.8

2062

150

0.867

0.822

0.908

0.265

0.964

9.9

2062

175

0.862

0.815

0.903

0.211

0.958

6.9

2062

200

0.856

0.810

0.897

0.167

0.952

4.3

2062

225

0.850

0.803

0.892

0.132

0.945

2.8

2062

250

0.845

0.796

0.886

0.105

0.939

1.7

2062

275

0.839

0.787

0.881

0.082

0.933

1.1

2062

300

0.834

0.780

0.875

0.064

0.927

0.6

2077

0

0.899

0.853

0.934

 

 

 

2077

25

0.893

0.844

0.929

0.730

0.994

39.2

2077

50

0.887

0.835

0.923

0.526

0.987

29.1

2077

75

0.881

0.826

0.918

0.376

0.981

20.8

2077

100

0.875

0.819

0.912

0.266

0.974

14.4

2077

125

0.869

0.811

0.907

0.186

0.968

9.3

2077

150

0.862

0.804

0.901

0.128

0.960

6.0

2077

175

0.855

0.796

0.895

0.083

0.952

3.9

2077

200

0.847

0.789

0.890

0.050

0.943

2.3

2077

225

0.839

0.781

0.884

0.031

0.934

1.4

2077

250

0.831

0.775

0.878

0.019

0.925

0.9

2077

275

0.823

0.769

0.872

0.012

0.916

0.6

2077

300

0.815

0.761

0.865

0.007

0.908

0.3


Table 3.139: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.1

0.00

0.00

47.3

5.8

295.2

North Sea As-built: develper approach

0.1

35.60

17.94

35.9

4.3

227.1

North Sea As built Approach a

0.1

45.84

22.92

33.2

4.0

210.6

North Sea As-built: scoping approach b

0.1

61.72

30.85

29.3

3.5

187.0

North Sea Consented developer approach

0.1

40.20

20.34

34.6

4.2

219.2

North Sea Consented Scoping Approach a

0.1

50.54

25.32

32.0

3.9

203.2

North Sea Consented Scoping Approach b

0.1

66.32

33.25

28.3

3.3

180.5

(1) Project Alone: developer approach

0.1

5.10

2.64

45.4

5.6

284.1

(2) Project Alone: Scoping approach a

0.1

9.04

4.52

44.1

5.4

275.9

(2) Project Alone: Scoping approach b

0.1

12.12

6.05

43.0

5.3

269.9


Table 3.140: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.1

0.00

0.00

9.0

0.5

78.6

North Sea As-built: develper approach

0.1

35.60

17.94

6.0

0.2

54.0

North Sea As built Approach a

0.1

45.84

22.92

5.3

0.2

48.6

North Sea As-built: scoping approach b

0.1

61.72

30.85

4.4

0.1

41.0

North Sea Consented developer approach

0.1

40.20

20.34

5.7

0.2

51.3

North Sea Consented Scoping Approach a

0.1

50.54

25.32

5.0

0.2

46.1

North Sea Consented Scoping Approach b

0.1

66.32

33.25

4.2

0.1

38.9

(1) Project Alone: developer approach

0.1

5.10

2.64

8.5

0.4

74.3

(2) Project Alone: Scoping approach a

0.1

9.04

4.52

8.1

0.4

71.7

(2) Project Alone: Scoping approach b

0.1

12.12

6.05

7.8

0.4

69.4


Table 3.141: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.1

0.00

0.00

0.900

0.857

0.941

0.899

0.853

0.934

North Sea As-built: develper approach

0.1

35.60

17.94

0.893

0.849

0.934

0.891

0.842

0.927

North Sea As built Approach a

0.1

45.84

22.92

0.891

0.848

0.932

0.889

0.838

0.925

North Sea As-built: scoping approach b

0.1

61.72

30.85

0.888

0.844

0.929

0.886

0.834

0.922

North Sea Consented developer approach

0.1

40.20

20.34

0.892

0.849

0.933

0.890

0.840

0.926

North Sea Consented Scoping Approach a

0.1

50.54

25.32

0.890

0.847

0.931

0.888

0.837

0.924

North Sea Consented Scoping Approach b

0.1

66.32

33.25

0.887

0.843

0.928

0.885

0.832

0.921

(1) Project Alone: developer approach

0.1

5.10

2.64

0.899

0.856

0.940

0.897

0.851

0.933

(2) Project Alone: Scoping approach a

0.1

9.04

4.52

0.898

0.855

0.939

0.897

0.850

0.932

(2) Project Alone: Scoping approach b

0.1

12.12

6.05

0.897

0.854

0.939

0.896

0.849

0.932


Table 3.142: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea As-built: develper approach

0.1

35.60

17.94

0.761

0.670

0.992

0.992

North Sea As built Approach a

0.1

45.84

22.92

0.703

0.596

0.990

0.990

North Sea As-built: scoping approach b

0.1

61.72

30.85

0.621

0.494

0.987

0.986

North Sea Consented developer approach

0.1

40.20

20.34

0.734

0.635

0.991

0.991

North Sea Consented Scoping Approach a

0.1

50.54

25.32

0.677

0.564

0.989

0.989

North Sea Consented Scoping Approach b

0.1

66.32

33.25

0.599

0.467

0.986

0.985

(1) Project Alone: developer approach

0.1

5.10

2.64

0.962

0.946

0.999

0.999

(2) Project Alone: Scoping approach a

0.1

9.04

4.52

0.934

0.906

0.998

0.998

(2) Project Alone: Scoping approach b

0.1

12.12

6.05

0.912

0.875

0.997

0.997


3.29 Lesser Black-backed gull - Coquet Island SPA

3.29 Lesser Black-backed gull - Coquet Island SPA

Figure 3.109:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.109:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.110:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.110:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.111:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.111:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.112:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.112:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.143: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

0.974

0.949

1.001

 

 

 

2062

1

0.945

0.920

0.971

0.335

0.970

2.7

2062

2

0.914

0.884

0.941

0.102

0.939

0.0

2062

3

0.877

0.853

0.909

0.024

0.901

0.0

2062

4

0.844

0.824

0.871

0.006

0.866

0.0

2062

5

0.813

0.796

0.836

0.002

0.835

0.0

2077

0

0.974

0.951

0.997

 

 

 

2077

1

0.942

0.911

0.967

0.184

0.967

0.7

2077

2

0.900

0.878

0.932

0.019

0.925

0.0

2077

3

0.865

0.848

0.888

0.003

0.889

0.0

2077

4

0.834

0.820

0.854

0.000

0.857

0.0

2077

5

0.805

0.793

0.822

0.000

0.828

0.0

 

Table 3.144: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.35

0.0000

0.000

13.1

4.3

43.0

(1) Project Alone: developer approach

0.35

0.0078

0.001

13.0

4.2

42.7

(2) Project Alone: Scoping approach a

0.35

0.0104

0.002

13.0

4.2

42.5

 

Table 3.145: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.35

0.0000

0.000

8.6

2.2

35.4

(1) Project Alone: developer approach

0.35

0.0078

0.001

8.5

2.2

35.1

(2) Project Alone: Scoping approach a

0.35

0.0104

0.002

8.5

2.2

34.8

 

Table 3.146: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GRlower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.35

0.0000

0.000

0.974

0.949

1.001

0.974

0.951

0.997

(1) Project Alone: developer approach

0.35

0.0078

0.001

0.974

0.949

1.001

0.973

0.951

0.997

(2) Project Alone: Scoping approach a

0.35

0.0104

0.002

0.974

0.949

1.001

0.973

0.951

0.997

 

Table 3.147: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

(1) Project Alone: developer approach

0.35

0.0078

0.001

0.996

0.996

1

1

(2) Project Alone: Scoping approach a

0.35

0.0104

0.002

0.995

0.994

1

1


3.30 Lesser Black-backed gull - Farne Islands SPA

3.30 Lesser Black-backed gull - Farne Islands SPA

Figure 3.113:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.113:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.114:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.114:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.115:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.115:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.116:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.116:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.148: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.038

1.027

1.050

 

 

 

2062

2

1.037

1.025

1.048

0.940

0.998

39.1

2062

4

1.035

1.023

1.046

0.884

0.997

29.7

2062

6

1.033

1.022

1.044

0.831

0.995

21.1

2062

8

1.031

1.020

1.043

0.781

0.993

14.2

2062

10

1.030

1.018

1.041

0.734

0.991

9.4

2077

0

1.038

1.029

1.048

 

 

 

2077

2

1.037

1.027

1.046

0.916

0.998

38.3

2077

4

1.035

1.026

1.044

0.840

0.997

27.0

2077

6

1.033

1.024

1.043

0.769

0.995

16.8

2077

8

1.031

1.022

1.041

0.705

0.993

9.9

2077

10

1.030

1.020

1.039

0.645

0.991

5.1


Table 3.149: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.35

0.0000

0.00

6851.7

4312.1

10827.8

(1) Project Alone: developer approach

0.35

0.5135

0.08

6783.5

4268.3

10721.9

(2) Project Alone: Scoping approach

0.35

0.7150

0.11

6756.9

4251.7

10682.7

 

Table 3.150: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.35

0.0000

0.00

12130.3

7226.6

20322.6

(1) Project Alone: developer approach

0.35

0.5135

0.08

11961.1

7123.9

20046.3

(2) Project Alone: Scoping approach

0.35

0.7150

0.11

11895.5

7086.1

19943.0


Table 3.151: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR (2062) lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.35

0.0000

0.00

1.038

1.027

1.050

1.038

1.029

1.048

(1) Project Alone: developer approach

0.35

0.5135

0.08

1.038

1.027

1.050

1.038

1.029

1.048

(2) Project Alone: Scoping approach

0.35

0.7150

0.11

1.038

1.027

1.049

1.038

1.029

1.048

 

Table 3.152: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

(1) Project Alone: developer approach

0.35

0.5135

0.08

0.990

0.986

1

1

(2) Project Alone: Scoping approach

0.35

0.7150

0.11

0.986

0.981

1

1


3.31 Lesser Black-backed gull - Forth Islands SPA

3.31 Lesser Black-backed gull - Forth Islands SPA

Figure 3.117:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.117:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median.

Figure 3.118:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.118:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.119:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.119:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points).

Figure 3.120:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).

Figure 3.120:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years).


Table 3.153: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.039

1.027

1.050

 

 

 

2062

2

1.038

1.027

1.049

0.979

0.999

46.2

2062

4

1.037

1.026

1.049

0.959

0.999

42.6

2062

6

1.037

1.025

1.048

0.939

0.998

39.1

2062

8

1.036

1.025

1.047

0.920

0.998

35.6

2062

10

1.036

1.024

1.047

0.901

0.997

32.4

2077

0

1.038

1.029

1.048

 

 

 

2077

2

1.038

1.028

1.047

0.971

0.999

45.5

2077

4

1.037

1.028

1.047

0.942

0.999

41.1

2077

6

1.037

1.027

1.046

0.915

0.998

36.5

2077

8

1.036

1.026

1.045

0.888

0.998

32.7

2077

10

1.035

1.026

1.045

0.862

0.997

28.9


Table 3.154: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.35

0.0000

0.00

18768.4

11852.2

29400.8

(1) Project Alone: developer approach

0.35

1.9695

0.30

18527.2

11696.9

29031.8

(2) Project Alone: Scoping approach

0.35

2.7625

0.42

18431.4

11634.8

28884.9

 

Table 3.155: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.35

0.0000

0.00

33141.0

19499.5

54905.5

(1) Project Alone: developer approach

0.35

1.9695

0.30

32549.0

19142.6

53932.9

(2) Project Alone: Scoping approach a

0.35

2.7625

0.42

32312.1

19001.1

53545.3

 

Table 3.156: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.35

0.0000

0.00

1.039

1.027

1.050

1.038

1.029

1.048

(1) Project Alone: developer approach

0.35

1.9695

0.30

1.038

1.027

1.050

1.038

1.028

1.047

(2) Project Alone: Scoping approach

0.35

2.7625

0.42

1.038

1.027

1.049

1.038

1.028

1.047

 

Table 3.157: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

(1) Project Alone: developer approach

0.35

1.9695

0.30

0.987

0.982

1.000

1

(2) Project Alone: Scoping approach

0.35

2.7625

0.42

0.982

0.975

0.999

1


3.32 Puffin - Forth Islands SPA

3.32 Puffin - Forth Islands SPA

Figure 3.121:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.121:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.122:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.122:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.123:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.123:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.124:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.124:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


                                                

Table 3.158: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.026

1.001

1.047

 

 

 

2062

50

1.025

1.000

1.046

0.977

0.999

47.7

2062

100

1.024

1.000

1.046

0.954

0.999

45.6

2062

150

1.024

0.999

1.045

0.932

0.998

43.5

2062

200

1.023

0.998

1.044

0.910

0.997

41.7

2062

250

1.022

0.998

1.043

0.888

0.997

39.6

2062

300

1.022

0.997

1.043

0.868

0.996

37.7

2062

350

1.021

0.996

1.042

0.847

0.995

35.5

2062

400

1.020

0.996

1.041

0.827

0.995

33.6

2062

450

1.020

0.995

1.041

0.808

0.994

31.2

2062

500

1.019

0.994

1.040

0.789

0.993

29.7

2062

550

1.018

0.994

1.039

0.770

0.993

28.0

2062

600

1.018

0.993

1.039

0.752

0.992

26.4

2077

0

1.025

1.004

1.044

 

 

 

2077

50

1.025

1.004

1.043

0.967

0.999

47.6

2077

100

1.024

1.003

1.042

0.935

0.999

44.9

2077

150

1.023

1.002

1.042

0.904

0.998

42.0

2077

200

1.023

1.002

1.041

0.875

0.997

39.5

2077

250

1.022

1.001

1.040

0.846

0.997

37.1

2077

300

1.021

1.000

1.040

0.818

0.996

34.5

2077

350

1.021

1.000

1.039

0.791

0.995

31.9

2077

400

1.020

0.999

1.038

0.765

0.995

29.7

2077

450

1.019

0.998

1.038

0.739

0.994

27.5

2077

500

1.019

0.998

1.037

0.715

0.993

25.3

2077

550

1.018

0.997

1.036

0.691

0.993

23.6

2077

600

1.017

0.996

1.035

0.668

0.992

21.7


Table 3.159: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

243954.6

96522.5

542889.0

North Sea Consented developer approach

0.07

44.3057

51.11

238782.7

94423.3

531535.1

North Sea Consented Scoping Approach a

0.07

159.3908

183.80

225846.6

89176.8

503131.3

North Sea Consented Scoping Approach b

0.07

265.0972

306.16

214573.5

84600.8

478373.4

(1) Project Alone: developer approach

0.07

5.1057

6.01

243347.8

96276.3

541557.6

(2) Project Alone: Scoping approach a

0.07

18.1908

21.44

241798.7

95647.5

538155.2

(2) Project Alone: Scoping approach b

0.07

29.7972

35.56

240414.1

95084.5

535113.1

 

Table 3.160: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

351192.1

121139.3

897183.1

North Sea Consented developer approach

0.07

44.3057

51.11

340670.9

117447.6

870888.2

North Sea Consented Scoping Approach a

0.07

159.3908

183.80

314883.2

108373.5

806291.0

North Sea Consented Scoping Approach b

0.07

265.0972

306.16

292804.1

100658.1

751027.3

(1) Project Alone: developer approach

0.07

5.1057

6.01

349952.6

120704.6

894058.2

(2) Project Alone: Scoping approach a

0.07

18.1908

21.44

346793.4

119595.7

886144.3

(2) Project Alone: Scoping approach b

0.07

29.7972

35.56

343975.0

118608.8

879135.5

 

Table 3.161: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR  lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.026

1.001

1.047

1.025

1.004

1.044

North Sea Consented developer approach

0.07

44.3057

51.11

1.025

1.000

1.046

1.025

1.004

1.043

North Sea Consented Scoping Approach a

0.07

159.3908

183.80

1.024

0.999

1.045

1.023

1.002

1.041

North Sea Consented Scoping Approach b

0.07

265.0972

306.16

1.022

0.997

1.043

1.022

1.001

1.040

(1) Project Alone: developer approach

0.07

5.1057

6.01

1.026

1.001

1.047

1.025

1.004

1.044

(2) Project Alone: Scoping approach a

0.07

18.1908

21.44

1.026

1.001

1.047

1.025

1.004

1.043

(2) Project Alone: Scoping approach b

0.07

29.7972

35.56

1.025

1.001

1.046

1.025

1.004

1.043


Table 3.162: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

44.3057

51.11

0.979

0.970

0.999

0.999

North Sea Consented Scoping Approach a

0.07

159.3908

183.80

0.926

0.897

0.998

0.998

North Sea Consented Scoping Approach b

0.07

265.0972

306.16

0.880

0.834

0.996

0.996

(1) Project Alone: developer approach

0.07

5.1057

6.01

0.998

0.996

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

18.1908

21.44

0.991

0.988

1.000

1.000

(2) Project Alone: Scoping approach b

0.07

29.7972

35.56

0.986

0.980

1.000

1.000


3.33 Puffin - Farne Islands SPA

3.33 Puffin - Farne Islands SPA

Figure 3.125:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.125 Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.126:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.126:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.127:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.127:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)


Figure 3.128:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.128:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.163: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.041

1.016

1.062

 

 

 

2062

10

1.041

1.016

1.062

0.995

1.000

49.5

2062

20

1.041

1.016

1.062

0.991

1.000

49.0

2062

30

1.040

1.016

1.062

0.986

1.000

48.6

2062

40

1.040

1.016

1.062

0.981

0.999

48.1

2062

50

1.040

1.016

1.061

0.977

0.999

47.6

2062

60

1.040

1.016

1.061

0.972

0.999

47.2

2062

70

1.040

1.015

1.061

0.967

0.999

46.9

2062

80

1.040

1.015

1.061

0.963

0.999

46.5

2062

90

1.040

1.015

1.061

0.958

0.999

46.2

2062

100

1.039

1.015

1.061

0.954

0.999

45.7

2062

110

1.039

1.015

1.061

0.949

0.999

45.3

2062

120

1.039

1.015

1.061

0.945

0.998

44.7

2062

130

1.039

1.015

1.060

0.940

0.998

44.3

2062

140

1.039

1.015

1.060

0.936

0.998

43.9

2062

150

1.039

1.014

1.060

0.932

0.998

43.3

2062

160

1.039

1.014

1.060

0.927

0.998

43.0

2062

170

1.038

1.014

1.060

0.923

0.998

42.6

2062

180

1.038

1.014

1.060

0.918

0.998

42.2

2062

190

1.038

1.014

1.060

0.914

0.998

41.7

2062

200

1.038

1.014

1.059

0.910

0.997

41.3

2077

0

1.041

1.021

1.058

 

 

 

2077

10

1.040

1.021

1.058

0.993

1.000

49.5

2077

20

1.040

1.021

1.058

0.987

1.000

48.9

2077

30

1.040

1.021

1.058

0.980

1.000

48.4

2077

40

1.040

1.020

1.057

0.974

0.999

47.9

2077

50

1.040

1.020

1.057

0.967

0.999

47.5

2077

60

1.040

1.020

1.057

0.961

0.999

47.0

2077

70

1.040

1.020

1.057

0.954

0.999

46.5

2077

80

1.040

1.020

1.057

0.948

0.999

45.9

2077

90

1.039

1.020

1.057

0.942

0.999

45.5

2077

100

1.039

1.020

1.057

0.935

0.999

45.0

2077

110

1.039

1.019

1.057

0.929

0.999

44.6

2077

120

1.039

1.019

1.056

0.923

0.998

44.2

2077

130

1.039

1.019

1.056

0.917

0.998

43.6

2077

140

1.039

1.019

1.056

0.911

0.998

43.0

2077

150

1.039

1.019

1.056

0.905

0.998

42.5

2077

160

1.038

1.019

1.056

0.898

0.998

41.9

2077

170

1.038

1.019

1.056

0.892

0.998

41.4

2077

180

1.038

1.018

1.056

0.887

0.998

41.0

2077

190

1.038

1.018

1.055

0.881

0.998

40.5

2077

200

1.038

1.018

1.055

0.875

0.997

40.0


Table 3.164: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

483380.5

196815.1

1079847

North Sea Consented developer approach

0.07

4.8177

6.69

482228.7

196336.1

1077315

North Sea Consented Scoping Approach a

0.07

17.3100

23.75

479280.4

195110.2

1070825

North Sea Consented Scoping Approach b

0.07

28.8000

39.44

476591.8

193989.1

1064891

(1) Project Alone: developer approach

0.07

3.6177

4.89

482525.2

196461.9

1077968

(2) Project Alone: Scoping approach a

0.07

12.9100

17.45

480338.3

195551.5

1073157

(2) Project Alone: Scoping approach b

0.07

21.4000

28.94

478355.0

194724.9

1068778

 

Table 3.165: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

878307.8

312731.7

2183913

North Sea Consented developer approach

0.07

4.8177

6.69

875342.9

311657.3

2176721

North Sea Consented Scoping Approach a

0.07

17.3100

23.75

867763.7

308909.4

2158295

North Sea Consented Scoping Approach b

0.07

28.8000

39.44

860850.0

306402.4

2141478

(1) Project Alone: developer approach

0.07

3.6177

4.89

876105.5

311933.4

2178566

(2) Project Alone: Scoping approach a

0.07

12.9100

17.45

870487.0

309896.8

2164905

(2) Project Alone: Scoping approach b

0.07

21.4000

28.94

865377.6

308045.7

2152482


Table 3.166: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.041

1.016

1.062

1.041

1.021

1.058

North Sea Consented developer approach

0.07

4.8177

6.69

1.041

1.016

1.062

1.041

1.021

1.058

North Sea Consented Scoping Approach a

0.07

17.3100

23.75

1.041

1.016

1.062

1.040

1.021

1.058

North Sea Consented Scoping Approach b

0.07

28.8000

39.44

1.040

1.016

1.062

1.040

1.021

1.058

(1) Project Alone: developer approach

0.07

3.6177

4.89

1.041

1.016

1.062

1.041

1.021

1.058

(2) Project Alone: Scoping approach a

0.07

12.9100

17.45

1.041

1.016

1.062

1.040

1.021

1.058

(2) Project Alone: Scoping approach b

0.07

21.4000

28.94

1.040

1.016

1.062

1.040

1.021

1.058


Table 3.167: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

4.8177

6.69

0.998

0.997

1

1

North Sea Consented Scoping Approach a

0.07

17.3100

23.75

0.992

0.988

1

1

North Sea Consented Scoping Approach b

0.07

28.8000

39.44

0.986

0.980

1

1

(1) Project Alone: developer approach

0.07

3.6177

4.89

0.998

0.998

1

1

(2) Project Alone: Scoping approach a

0.07

12.9100

17.45

0.994

0.991

1

1

(2) Project Alone: Scoping approach b

0.07

21.4000

28.94

0.990

0.985

1

1


3.34 Puffin - North Caithness Cliffs SPA

3.34 Puffin - North Caithness Cliffs SPA

Figure 3.129:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.129:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.130:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.130:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.131:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.131:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.132:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.132:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.168: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.001

0.965

1.030

 

 

 

2062

10

0.997

0.961

1.026

0.874

0.996

42.3

2062

20

0.993

0.957

1.022

0.764

0.993

34.7

2062

30

0.989

0.954

1.018

0.667

0.989

28.4

2062

40

0.986

0.950

1.015

0.582

0.985

21.9

2062

50

0.982

0.946

1.011

0.508

0.981

17.0

2062

60

0.978

0.942

1.007

0.443

0.978

12.4

2062

70

0.974

0.939

1.003

0.386

0.974

8.8

2062

80

0.971

0.935

1.000

0.336

0.970

6.0

2062

90

0.967

0.931

0.996

0.292

0.966

3.9

2062

100

0.963

0.927

0.992

0.254

0.963

2.4

2062

110

0.959

0.924

0.988

0.221

0.959

1.7

2062

120

0.956

0.920

0.985

0.192

0.955

1.1

2062

130

0.952

0.916

0.981

0.167

0.951

0.5

2062

140

0.948

0.913

0.977

0.145

0.948

0.3

2062

150

0.944

0.909

0.973

0.126

0.944

0.2

2062

160

0.941

0.905

0.970

0.109

0.940

0.2

2062

170

0.937

0.901

0.966

0.094

0.937

0.1

2062

180

0.933

0.897

0.962

0.082

0.933

0.1

2062

190

0.930

0.894

0.959

0.071

0.929

0.0

2062

200

0.926

0.890

0.955

0.061

0.925

0.0

2077

0

1.000

0.971

1.024

 

 

 

2077

10

0.996

0.967

1.021

0.826

0.996

39.7

2077

20

0.993

0.963

1.017

0.682

0.993

30.8

2077

30

0.989

0.960

1.013

0.563

0.989

23.5

2077

40

0.985

0.956

1.010

0.464

0.985

16.7

2077

50

0.981

0.952

1.006

0.383

0.981

11.4

2077

60

0.978

0.948

1.002

0.315

0.978

7.2

2077

70

0.974

0.945

0.998

0.259

0.974

4.5

2077

80

0.970

0.941

0.995

0.213

0.970

2.8

2077

90

0.967

0.937

0.991

0.175

0.966

1.5

2077

100

0.963

0.934

0.987

0.144

0.963

0.8

2077

110

0.959

0.930

0.983

0.118

0.959

0.5

2077

120

0.955

0.926

0.980

0.096

0.955

0.2

2077

130

0.952

0.922

0.976

0.079

0.951

0.1

2077

140

0.948

0.918

0.972

0.065

0.948

0.1

2077

150

0.944

0.914

0.968

0.053

0.944

0.0

2077

160

0.940

0.911

0.965

0.043

0.940

0.0

2077

170

0.937

0.907

0.961

0.035

0.936

0.0

2077

180

0.933

0.903

0.957

0.029

0.933

0.0

2077

190

0.929

0.899

0.953

0.023

0.929

0.0

2077

200

0.925

0.895

0.950

0.019

0.925

0.0


Table 3.169: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

3046.6

779.3

9437.3

North Sea Consented developer approach

0.07

8.2279

8.51

2689.7

684.8

8365.7

North Sea Consented Scoping Approach a

0.07

29.4800

30.67

1941.5

488.1

6123.1

North Sea Consented Scoping Approach b

0.07

49.1500

51.12

1435.5

356.1

4596.6

 

Table 3.170: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

2990.6

614.2

11127.0

North Sea Consented developer approach

0.07

8.2279

8.51

2504.9

511.3

9377.2

North Sea Consented Scoping Approach a

0.07

29.4800

30.67

1581.6

317.5

5997.6

North Sea Consented Scoping Approach b

0.07

49.1500

51.12

1029.0

202.3

3942.7


Table 3.171: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.001

0.965

1.030

1.000

0.971

1.024

North Sea Consented developer approach

0.07

8.2279

8.51

0.997

0.961

1.026

0.997

0.967

1.021

North Sea Consented Scoping Approach a

0.07

29.4800

30.67

0.988

0.952

1.017

0.988

0.958

1.012

North Sea Consented Scoping Approach b

0.07

49.1500

51.12

0.980

0.944

1.009

0.979

0.950

1.004

 

Table 3.172 Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

8.2279

8.51

0.883

0.838

0.997

0.997

North Sea Consented Scoping Approach a

0.07

29.4800

30.67

0.638

0.528

0.988

0.988

North Sea Consented Scoping Approach b

0.07

49.1500

51.12

0.471

0.344

0.979

0.979


3.35 Razorbill - Forth Islands SPA

3.35 Razorbill - Forth Islands SPA

Figure 3.133:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.133:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.134:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.134:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.135:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.135:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.136:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.136:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

 

Table 3.173: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.029

1.011

1.044

 

 

 

2062

25

1.025

1.008

1.040

0.879

0.996

34.6

2062

50

1.021

1.004

1.036

0.773

0.993

21.6

2062

75

1.018

1.000

1.033

0.679

0.989

11.9

2062

100

1.014

0.997

1.029

0.596

0.986

6.1

2062

125

1.010

0.993

1.025

0.523

0.982

2.7

2062

150

1.007

0.989

1.022

0.459

0.979

1.1

2062

175

1.003

0.986

1.018

0.402

0.975

0.4

2062

200

0.999

0.982

1.014

0.353

0.971

0.1

2062

225

0.996

0.978

1.011

0.309

0.968

0.1

2062

250

0.992

0.975

1.007

0.270

0.964

0.0

2062

275

0.988

0.971

1.003

0.237

0.961

0.0

2062

300

0.985

0.967

1.000

0.207

0.957

0.0

2062

325

0.981

0.964

0.996

0.181

0.954

0.0

2062

350

0.977

0.960

0.992

0.158

0.950

0.0

2062

375

0.973

0.956

0.989

0.138

0.946

0.0

2062

400

0.970

0.953

0.985

0.120

0.943

0.0

2077

0

1.029

1.015

1.041

 

 

 

2077

25

1.025

1.011

1.037

0.833

0.996

31.2

2077

50

1.021

1.007

1.034

0.694

0.993

16.1

2077

75

1.017

1.004

1.030

0.577

0.989

6.9

2077

100

1.014

1.000

1.026

0.480

0.986

2.6

2077

125

1.010

0.996

1.023

0.399

0.982

0.9

2077

150

1.006

0.993

1.019

0.331

0.979

0.2

2077

175

1.003

0.989

1.015

0.275

0.975

0.1

2077

200

0.999

0.985

1.012

0.228

0.971

0.0

2077

225

0.995

0.982

1.008

0.189

0.968

0.0

2077

250

0.992

0.978

1.004

0.157

0.964

0.0

2077

275

0.988

0.974

1.001

0.130

0.961

0.0

2077

300

0.984

0.971

0.997

0.107

0.957

0.0

2077

325

0.981

0.967

0.993

0.089

0.954

0.0

2077

350

0.977

0.963

0.990

0.073

0.950

0.0

2077

375

0.973

0.960

0.986

0.060

0.946

0.0

2077

400

0.970

0.956

0.982

0.050

0.943

0.0

 

Table 3.174: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

28645.4

14779.7

51527.5

Forth and Tay Consented developer approach

0.07

13.5600

11.86

26690.0

13766.0

48091.3

Forth and Tay Consented Scoping approach a

0.07

44.8206

40.11

22638.0

11653.5

40914.7

Forth and Tay Consented Scoping Approach b

0.07

77.2813

69.01

19079.8

9795.0

34601.6

North Sea Consented developer approach

0.07

17.2600

14.06

26247.6

13534.0

47304.9

North Sea Consented Scoping Approach a

0.07

49.3206

42.61

22189.2

11419.4

40114.5

North Sea Consented Scoping Approach b

0.07

90.5813

76.71

17962.9

9214.7

32604.6

(1) Project Alone: developer approach

0.07

3.5600

3.06

28122.1

14508.1

50610.2

(2) Project Alone: Scoping approach a

0.07

10.6206

9.51

27087.2

13972.1

48794.2

(2) Project Alone: Scoping approach b

0.07

18.9813

17.31

25906.1

13356.2

46707.7


Table 3.175: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

43438.5

20553.2

86926.1

Forth and Tay Consented developer approach

0.07

13.5600

11.86

39307.6

18579.4

78744.3

Forth and Tay Consented Scoping approach a

0.07

44.8206

40.11

31117.9

14659.2

62494.7

Forth and Tay Consented Scoping Approach b

0.07

77.2813

69.01

24404.4

11466.6

49167.5

North Sea Consented developer approach

0.07

17.2600

14.06

38390.4

18138.2

76913.2

North Sea Consented Scoping Approach a

0.07

49.3206

42.61

30250.2

14245.9

60755.7

North Sea Consented Scoping Approach b

0.07

90.5813

76.71

22412.5

10519.9

45154.5

(1) Project Alone: developer approach

0.07

3.5600

3.06

42323.6

20019.9

84717.7

(2) Project Alone: Scoping approach a

0.07

10.6206

9.51

40134.6

18974.2

80398.0

(2) Project Alone: Scoping approach b

0.07

18.9813

17.31

37682.3

17797.2

75500.2


Table 3.176: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.029

1.011

1.044

1.029

1.015

1.041

Forth and Tay Consented developer approach

0.07

13.5600

11.86

1.027

1.009

1.042

1.027

1.013

1.039

Forth and Tay Consented Scoping approach a

0.07

44.8206

40.11

1.022

1.005

1.037

1.022

1.008

1.034

Forth and Tay Consented Scoping Approach b

0.07

77.2813

69.01

1.017

1.000

1.032

1.017

1.003

1.030

North Sea Consented developer approach

0.07

17.2600

14.06

1.026

1.009

1.041

1.026

1.012

1.039

North Sea Consented Scoping Approach a

0.07

49.3206

42.61

1.021

1.004

1.037

1.021

1.007

1.034

North Sea Consented Scoping Approach b

0.07

90.5813

76.71

1.015

0.998

1.031

1.015

1.001

1.028

(1) Project Alone: developer approach

0.07

3.5600

3.06

1.028

1.011

1.043

1.028

1.014

1.041

(2) Project Alone: Scoping approach a

0.07

10.6206

9.51

1.027

1.010

1.042

1.027

1.013

1.039

(2) Project Alone: Scoping approach b

0.07

18.9813

17.31

1.026

1.009

1.041

1.026

1.012

1.038


Table 3.177: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.07

13.5600

11.86

0.932

0.905

0.998

0.998

Forth and Tay Consented Scoping approach a

0.07

44.8206

40.11

0.790

0.716

0.993

0.993

Forth and Tay Consented Scoping Approach b

0.07

77.2813

69.01

0.666

0.562

0.989

0.989

North Sea Consented developer approach

0.07

17.2600

14.06

0.917

0.884

0.998

0.998

North Sea Consented Scoping Approach a

0.07

49.3206

42.61

0.775

0.696

0.993

0.993

North Sea Consented Scoping Approach b

0.07

90.5813

76.71

0.627

0.516

0.987

0.987

(1) Project Alone: developer approach

0.07

3.5600

3.06

0.982

0.974

0.999

0.999

(2) Project Alone: Scoping approach a

0.07

10.6206

9.51

0.946

0.924

0.998

0.998

(2) Project Alone: Scoping approach b

0.07

18.9813

17.31

0.905

0.868

0.997

0.997


3.36 Razorbill - St Abb’s Head to Fast Castle SPA

3.36 Razorbill - St Abb’s Head to Fast Castle SPA

Figure 3.137:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.137  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.138:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.138:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.139:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.139:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.140:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.140:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.178: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.044

1.028

1.060

 

 

 

2062

10

1.041

1.025

1.057

0.902

0.997

36.6

2062

20

1.038

1.022

1.054

0.813

0.994

25.0

2062

30

1.035

1.019

1.051

0.733

0.991

15.4

2062

40

1.032

1.016

1.048

0.660

0.989

9.5

2062

50

1.029

1.013

1.045

0.595

0.986

5.1

2062

60

1.026

1.010

1.042

0.535

0.983

2.5

2062

70

1.023

1.007

1.039

0.482

0.980

1.1

2062

80

1.020

1.004

1.036

0.434

0.977

0.5

2062

90

1.017

1.001

1.033

0.390

0.974

0.1

2077

0

1.044

1.030

1.057

 

 

 

2077

10

1.041

1.027

1.054

0.864

0.997

33.7

2077

20

1.038

1.024

1.051

0.746

0.994

20.8

2077

30

1.035

1.021

1.048

0.643

0.991

11.0

2077

40

1.032

1.018

1.045

0.555

0.989

5.0

2077

50

1.029

1.015

1.042

0.479

0.986

2.1

2077

60

1.026

1.012

1.039

0.412

0.983

0.7

2077

70

1.023

1.009

1.036

0.355

0.980

0.3

2077

80

1.020

1.006

1.033

0.306

0.977

0.1

2077

90

1.017

1.003

1.030

0.263

0.974

0.0


Table 3.179: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

23084.9

12393.1

41062.5

Forth and Tay Consented developer approach

0.07

3.2199

3.05

22346.1

11988.6

39763.7

Forth and Tay Consented Scoping approach a

0.07

9.6885

9.70

20883.0

11187.6

37188.1

Forth and Tay Consented Scoping Approach b

0.07

17.3200

16.91

19326.2

10339.0

34450.5

North Sea Consented developer approach

0.07

4.9199

4.05

22023.3

11813.8

39196.1

North Sea Consented Scoping Approach a

0.07

11.7885

10.90

20511.5

10985.9

36537.2

North Sea Consented Scoping Approach b

0.07

23.5216

20.51

18327.1

9795.0

32687.8

(1) Project Alone: developer approach

0.07

2.6199

2.65

22466.1

12053.9

39974.7

(2) Project Alone: Scoping approach a

0.07

8.2885

8.70

21149.9

11333.2

37661.3

(2) Project Alone: Scoping approach b

0.07

14.4216

14.91

19839.8

10617.5

35353.8


Table 3.180: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

44161.1

21771.8

85830.6

Forth and Tay Consented developer approach

0.07

3.2199

3.05

42173.0

20774.4

81995.4

Forth and Tay Consented Scoping approach a

0.07

9.6885

9.70

38299.8

18847.9

74539.1

Forth and Tay Consented Scoping Approach b

0.07

17.3200

16.91

34334.3

16865.4

66874.1

North Sea Consented developer approach

0.07

4.9199

4.05

41312.3

20346.9

80346.7

North Sea Consented Scoping Approach a

0.07

11.7885

10.90

37348.8

18371.2

72708.8

North Sea Consented Scoping Approach b

0.07

23.5216

20.51

31847.6

15630.2

62115.2

(1) Project Alone: developer approach

0.07

2.6199

2.65

42492.3

20934.3

82611.9

(2) Project Alone: Scoping approach a

0.07

8.2885

8.70

38996.6

19195.4

75878.9

(2) Project Alone: Scoping approach b

0.07

14.4216

14.91

35627.4

17511.4

69354.8


Table 3.181: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR (2062) lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.044

1.028

1.060

1.044

1.030

1.057

Forth and Tay Consented developer approach

0.07

3.2199

3.05

1.043

1.027

1.059

1.043

1.029

1.056

Forth and Tay Consented Scoping approach a

0.07

9.6885

9.70

1.041

1.025

1.057

1.041

1.027

1.054

Forth and Tay Consented Scoping Approach b

0.07

17.3200

16.91

1.039

1.023

1.055

1.039

1.025

1.052

North Sea Consented developer approach

0.07

4.9199

4.05

1.043

1.026

1.058

1.043

1.029

1.056

North Sea Consented Scoping Approach a

0.07

11.7885

10.90

1.041

1.024

1.056

1.041

1.027

1.054

North Sea Consented Scoping Approach b

0.07

23.5216

20.51

1.038

1.021

1.053

1.038

1.024

1.050

(1) Project Alone: developer approach

0.07

2.6199

2.65

1.044

1.027

1.059

1.043

1.029

1.056

(2) Project Alone: Scoping approach a

0.07

8.2885

8.70

1.042

1.025

1.057

1.042

1.028

1.054

(2) Project Alone: Scoping approach b

0.07

14.4216

14.91

1.040

1.023

1.055

1.040

1.026

1.053


Table 3.182: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.07

3.2199

3.05

0.968

0.955

0.999

0.999

Forth and Tay Consented Scoping approach a

0.07

9.6885

9.70

0.904

0.867

0.997

0.997

Forth and Tay Consented Scoping Approach b

0.07

17.3200

16.91

0.837

0.777

0.995

0.995

North Sea Consented developer approach

0.07

4.9199

4.05

0.954

0.935

0.999

0.999

North Sea Consented Scoping Approach a

0.07

11.7885

10.90

0.889

0.846

0.997

0.997

North Sea Consented Scoping Approach b

0.07

23.5216

20.51

0.794

0.721

0.994

0.994

(1) Project Alone: developer approach

0.07

2.6199

2.65

0.973

0.962

0.999

0.999

(2) Project Alone: Scoping approach a

0.07

8.2885

8.70

0.916

0.883

0.998

0.998

(2) Project Alone: Scoping approach b

0.07

14.4216

14.91

0.859

0.807

0.996

0.996


3.37 Razorbill - Fowlsheugh SPA

3.37 Razorbill - Fowlsheugh SPA

Figure 3.141:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.141:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.142:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.142:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.143:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.143:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.144:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.144:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.183: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.012

0.991

1.032

 

 

 

2062

10

1.011

0.990

1.031

0.978

0.999

48.1

2062

20

1.011

0.990

1.030

0.956

0.999

46.4

2062

30

1.010

0.989

1.030

0.934

0.998

44.5

2062

40

1.009

0.988

1.029

0.913

0.997

42.0

2062

50

1.009

0.988

1.028

0.893

0.997

39.8

2062

60

1.008

0.987

1.028

0.873

0.996

37.6

2062

70

1.007

0.986

1.027

0.853

0.996

35.8

2062

80

1.007

0.986

1.026

0.834

0.995

33.6

2062

90

1.006

0.985

1.026

0.815

0.994

31.6

2062

100

1.005

0.985

1.025

0.797

0.994

29.5

2062

110

1.005

0.984

1.025

0.779

0.993

27.7

2062

120

1.004

0.983

1.024

0.761

0.992

26.0

2062

130

1.004

0.983

1.023

0.744

0.992

24.5

2062

140

1.003

0.982

1.023

0.727

0.991

22.7

2062

150

1.002

0.981

1.022

0.710

0.991

21.1

2062

160

1.002

0.981

1.021

0.694

0.990

19.6

2062

170

1.001

0.980

1.021

0.679

0.989

18.2

2062

180

1.000

0.980

1.020

0.663

0.989

16.9

2062

190

1.000

0.979

1.019

0.648

0.988

15.5

2062

200

0.999

0.978

1.019

0.634

0.987

14.6

2077

0

1.012

0.995

1.028

 

 

 

2077

10

1.011

0.994

1.027

0.968

0.999

47.0

2077

20

1.010

0.993

1.027

0.938

0.999

44.5

2077

30

1.010

0.993

1.026

0.908

0.998

41.5

2077

40

1.009

0.992

1.025

0.879

0.997

39.1

2077

50

1.009

0.991

1.025

0.851

0.997

36.6

2077

60

1.008

0.991

1.024

0.824

0.996

34.7

2077

70

1.007

0.990

1.024

0.798

0.996

32.2

2077

80

1.007

0.989

1.023

0.773

0.995

30.0

2077

90

1.006

0.989

1.022

0.748

0.994

27.8

2077

100

1.005

0.988

1.022

0.724

0.994

25.4

2077

110

1.005

0.988

1.021

0.701

0.993

22.9

2077

120

1.004

0.987

1.020

0.679

0.992

20.9

2077

130

1.003

0.986

1.020

0.657

0.992

19.1

2077

140

1.003

0.986

1.019

0.636

0.991

17.4

2077

150

1.002

0.985

1.018

0.616

0.991

15.8

2077

160

1.002

0.984

1.018

0.596

0.990

14.2

2077

170

1.001

0.984

1.017

0.577

0.989

12.9

2077

180

1.000

0.983

1.016

0.559

0.989

11.6

2077

190

1.000

0.982

1.016

0.541

0.988

10.4

2077

200

0.999

0.982

1.015

0.524

0.987

9.5


Table 3.184: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

29932.8

12537.7

65440.6

Forth and Tay Consented developer approach

0.07

15.6408

12.85

28834.2

12076.9

63085.9

Forth and Tay Consented Scoping approach a

0.07

50.9348

42.76

26485.3

11086.3

58012.8

Forth and Tay Consented Scoping Approach b

0.07

88.2500

73.38

24223.7

10137.0

53142.0

North Sea Consented developer approach

0.07

20.7408

15.75

28526.8

11947.0

62426.4

North Sea Consented Scoping Approach a

0.07

57.2348

46.46

26134.0

10937.6

57256.7

North Sea Consented Scoping Approach b

0.07

106.7000

84.18

23292.7

9743.0

51129.5

(1) Project Alone: developer approach

0.07

4.3408

3.25

29634.8

12412.3

64801.2

(2) Project Alone: Scoping approach a

0.07

12.7348

9.76

29058.8

12170.4

63568.1

(2) Project Alone: Scoping approach b

0.07

22.9538

17.38

28382.2

11887.1

62116.9


Table 3.185: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

35592.6

13292.0

86311.6

Forth and Tay Consented developer approach

0.07

15.6408

12.85

33759.4

12605.6

81899.6

Forth and Tay Consented Scoping approach a

0.07

50.9348

42.76

29913.7

11152.8

72630.0

Forth and Tay Consented Scoping Approach b

0.07

88.2500

73.38

26370.2

9829.6

64056.2

North Sea Consented developer approach

0.07

20.7408

15.75

33252.4

12412.7

80678.9

North Sea Consented Scoping Approach a

0.07

57.2348

46.46

29354.0

10941.4

71280.5

North Sea Consented Scoping Approach b

0.07

106.7000

84.18

24939.7

9290.4

60625.5

(1) Project Alone: developer approach

0.07

4.3408

3.25

35092.2

13105.4

85109.1

(2) Project Alone: Scoping approach a

0.07

12.7348

9.76

34132.1

12744.9

82797.8

(2) Project Alone: Scoping approach b

0.07

22.9538

17.38

33014.4

12322.6

80108.2


Table 3.186: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.012

0.991

1.032

1.012

0.995

1.028

Forth and Tay Consented developer approach

0.07

15.6408

12.85

1.011

0.990

1.031

1.011

0.994

1.027

Forth and Tay Consented Scoping approach a

0.07

50.9348

42.76

1.008

0.988

1.028

1.008

0.991

1.025

Forth and Tay Consented Scoping Approach b

0.07

88.2500

73.38

1.006

0.985

1.026

1.006

0.989

1.022

North Sea Consented developer approach

0.07

20.7408

15.75

1.011

0.990

1.030

1.010

0.993

1.027

North Sea Consented Scoping Approach a

0.07

57.2348

46.46

1.008

0.987

1.028

1.008

0.991

1.024

North Sea Consented Scoping Approach b

0.07

106.7000

84.18

1.005

0.984

1.025

1.005

0.988

1.021

(1) Project Alone: developer approach

0.07

4.3408

3.25

1.012

0.991

1.031

1.011

0.994

1.028

(2) Project Alone: Scoping approach a

0.07

12.7348

9.76

1.011

0.990

1.031

1.011

0.994

1.027

(2) Project Alone: Scoping approach b

0.07

22.9538

17.38

1.010

0.989

1.030

1.010

0.993

1.027


Table 3.187: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

Forth and Tay Consented developer approach

0.07

15.6408

12.85

0.963

0.949

0.999

0.999

Forth and Tay Consented Scoping approach a

0.07

50.9348

42.76

0.885

0.841

0.997

0.997

Forth and Tay Consented Scoping Approach b

0.07

88.2500

73.38

0.809

0.741

0.994

0.994

North Sea Consented developer approach

0.07

20.7408

15.75

0.953

0.934

0.999

0.999

North Sea Consented Scoping Approach a

0.07

57.2348

46.46

0.873

0.825

0.996

0.996

North Sea Consented Scoping Approach b

0.07

106.7000

84.18

0.778

0.701

0.993

0.993

(1) Project Alone: developer approach

0.07

4.3408

3.25

0.990

0.986

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

12.7348

9.76

0.971

0.959

0.999

0.999

(2) Project Alone: Scoping approach b

0.07

22.9538

17.38

0.948

0.928

0.999

0.999


3.38 Razorbill - Troup, Pennan and Lion’s Heads SPA

3.38 Razorbill - Troup, Pennan and Lion’s Heads SPA

Figure 3.145:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.145:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.146:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.146:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.147:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.147:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.148:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.148:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.188: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.012

0.991

1.032

 

 

 

2062

5

1.011

0.990

1.031

0.967

0.999

47.3

2062

10

1.010

0.989

1.030

0.935

0.998

44.5

2062

15

1.009

0.988

1.029

0.905

0.997

41.0

2062

20

1.008

0.987

1.028

0.875

0.996

37.7

2062

25

1.007

0.986

1.027

0.846

0.995

35.0

2062

30

1.006

0.985

1.026

0.818

0.994

32.0

2062

35

1.005

0.984

1.025

0.791

0.994

28.9

2062

40

1.004

0.983

1.024

0.765

0.993

26.4

2062

45

1.003

0.983

1.023

0.740

0.992

24.0

2062

50

1.002

0.982

1.022

0.715

0.991

21.5

2062

55

1.002

0.981

1.021

0.691

0.990

19.3

2062

60

1.001

0.980

1.020

0.668

0.989

17.4

2077

0

1.012

0.995

1.028

 

 

 

2077

5

1.011

0.994

1.027

0.954

0.999

45.8

2077

10

1.010

0.993

1.026

0.910

0.998

41.6

2077

15

1.009

0.992

1.025

0.868

0.997

38.1

2077

20

1.008

0.991

1.024

0.827

0.996

35.0

2077

25

1.007

0.990

1.023

0.789

0.995

31.6

2077

30

1.006

0.989

1.022

0.752

0.994

28.0

2077

35

1.005

0.988

1.021

0.717

0.994

24.6

2077

40

1.004

0.987

1.020

0.684

0.993

21.4

2077

45

1.003

0.986

1.020

0.652

0.992

18.7

2077

50

1.002

0.985

1.019

0.622

0.991

16.3

2077

55

1.001

0.984

1.018

0.593

0.990

14.0

2077

60

1.000

0.983

1.017

0.565

0.989

12.0

 

Table 3.189: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

10167.5

4257.9

22231.3

North Sea Consented developer approach

0.07

4.0518

2.50

9909.2

4149.7

21679.1

North Sea Consented Scoping Approach a

0.07

6.0570

3.95

9777.3

4093.9

21394.6

North Sea Consented Scoping Approach b

0.07

15.6450

9.79

9201.3

3850.5

20160.2

(1) Project Alone: developer approach

0.07

0.7518

0.52

10117.6

4236.6

22125.3

(2) Project Alone: Scoping approach a

0.07

1.4570

1.05

10069.1

4216.6

22021.1

(2) Project Alone: Scoping approach b

0.07

3.2450

2.29

9950.7

4166.4

21768.2


Table 3.190: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

12090.4

4514.7

29320.5

North Sea Consented developer approach

0.07

4.0518

2.50

11658.7

4352.4

28283.6

North Sea Consented Scoping Approach a

0.07

6.0570

3.95

11439.8

4269.2

27756.3

North Sea Consented Scoping Approach b

0.07

15.6450

9.79

10499.5

3913.4

25496.2

(1) Project Alone: developer approach

0.07

0.7518

0.52

12006.0

4482.8

29117.2

(2) Project Alone: Scoping approach a

0.07

1.4570

1.05

11925.4

4452.4

28921.3

(2) Project Alone: Scoping approach b

0.07

3.2450

2.29

11726.9

4378.3

28448.8


Table 3.191: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR  lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.012

0.991

1.032

1.012

0.995

1.028

North Sea Consented developer approach

0.07

4.0518

2.50

1.011

0.990

1.031

1.011

0.994

1.027

North Sea Consented Scoping Approach a

0.07

6.0570

3.95

1.011

0.990

1.030

1.011

0.993

1.027

North Sea Consented Scoping Approach b

0.07

15.6450

9.79

1.009

0.988

1.029

1.009

0.992

1.025

(1) Project Alone: developer approach

0.07

0.7518

0.52

1.012

0.991

1.031

1.012

0.994

1.028

(2) Project Alone: Scoping approach a

0.07

1.4570

1.05

1.012

0.991

1.031

1.011

0.994

1.028

(2) Project Alone: Scoping approach b

0.07

3.2450

2.29

1.011

0.990

1.031

1.011

0.994

1.027


Table 3.192: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

4.0518

2.50

0.975

0.964

0.999

0.999

North Sea Consented Scoping Approach a

0.07

6.0570

3.95

0.962

0.946

0.999

0.999

North Sea Consented Scoping Approach b

0.07

15.6450

9.79

0.905

0.868

0.997

0.997

(1) Project Alone: developer approach

0.07

0.7518

0.52

0.995

0.993

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

1.4570

1.05

0.990

0.986

1.000

1.000

(2) Project Alone: Scoping approach b

0.07

3.2450

2.29

0.979

0.970

0.999

0.999


3.39 Razorbill - Farne Islands SPA

3.39 Razorbill - Farne Islands SPA

Figure 3.149:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.149:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median


Figure 3.150:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.150:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.151:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.151:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.152:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.152:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)


Table 3.193: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.044

1.028

1.060

 

 

 

2062

5

1.034

1.017

1.049

0.700

0.99

13.2

2062

10

1.024

1.007

1.039

0.488

0.98

1.5

2077

0

1.044

1.030

1.057

 

 

 

2077

5

1.034

1.020

1.047

0.603

0.99

9.0

2077

10

1.024

1.010

1.036

0.362

0.98

0.4

 

Table 3.194: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

3988.2

2118.4

7206.1

North Sea Consented developer approach

0.07

0.4972

0.20

3884.0

2063.3

7021.0

North Sea Consented Scoping Approach a

0.07

0.6200

0.50

3829.2

2033.2

6926.0

North Sea Consented Scoping Approach b

0.07

1.7600

1.20

3578.0

1899.3

6473.5

(1) Project Alone: developer approach

0.07

0.0972

0.08

3963.1

2105.3

7161.8

(2) Project Alone: Scoping approach a

0.07

0.2195

0.20

3928.2

2085.9

7100.3

(2) Project Alone: Scoping approach b

0.07

0.4600

0.40

3866.6

2052.7

6989.2


Table 3.195: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

7621.9

3673.4

15272.0

North Sea Consented developer approach

0.07

0.4972

0.20

7346.2

3537.0

14719.8

North Sea Consented Scoping Approach a

0.07

0.6200

0.50

7198.0

3467.6

14428.6

North Sea Consented Scoping Approach b

0.07

1.7600

1.20

6540.3

3146.6

13125.6

(1) Project Alone: developer approach

0.07

0.0972

0.08

7553.4

3640.2

15134.0

(2) Project Alone: Scoping approach a

0.07

0.2195

0.20

7461.8

3594.5

14955.8

(2) Project Alone: Scoping approach b

0.07

0.4600

0.40

7295.4

3515.2

14627.4


Table 3.196: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.044

1.028

1.060

1.044

1.030

1.057

North Sea Consented developer approach

0.07

0.4972

0.20

1.043

1.027

1.059

1.043

1.030

1.056

North Sea Consented Scoping Approach a

0.07

0.6200

0.50

1.043

1.027

1.058

1.043

1.029

1.056

North Sea Consented Scoping Approach b

0.07

1.7600

1.20

1.041

1.025

1.056

1.041

1.027

1.054

(1) Project Alone: developer approach

0.07

0.0972

0.08

1.044

1.028

1.059

1.044

1.030

1.057

(2) Project Alone: Scoping approach a

0.07

0.2195

0.20

1.044

1.027

1.059

1.044

1.030

1.057

(2) Project Alone: Scoping approach b

0.07

0.4600

0.40

1.043

1.027

1.059

1.043

1.030

1.056


Table 3.197: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

0.4972

0.20

0.974

0.964

0.999

0.999

North Sea Consented Scoping Approach a

0.07

0.6200

0.50

0.960

0.944

0.999

0.999

North Sea Consented Scoping Approach b

0.07

1.7600

1.20

0.897

0.858

0.997

0.997

(1) Project Alone: developer approach

0.07

0.0972

0.08

0.994

0.991

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

0.2195

0.20

0.985

0.979

1.000

1.000

(2) Project Alone: Scoping approach b

0.07

0.4600

0.40

0.970

0.957

0.999

0.999


3.40 Razorbill - East Caithness Cliffs SPA

3.40 Razorbill - East Caithness Cliffs SPA

Figure 3.153:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.153:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.154:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.154:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.155:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.155:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.156:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.156:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Table 3.198: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.012

0.991

1.031

 

 

 

2062

25

1.011

0.990

1.030

0.975

0.999

47.5

2062

50

1.010

0.990

1.030

0.951

0.999

45.3

2062

75

1.010

0.989

1.029

0.927

0.998

42.8

2062

100

1.009

0.988

1.028

0.904

0.997

40.3

2062

125

1.008

0.987

1.028

0.881

0.997

37.8

2062

150

1.008

0.987

1.027

0.859

0.996

35.7

2062

175

1.007

0.986

1.026

0.838

0.995

33.6

2062

200

1.006

0.985

1.025

0.817

0.994

31.7

2062

225

1.005

0.985

1.025

0.797

0.994

29.3

2062

250

1.005

0.984

1.024

0.777

0.993

27.2

2062

275

1.004

0.983

1.023

0.757

0.992

25.6

2062

300

1.003

0.983

1.023

0.738

0.992

23.8

2062

325

1.003

0.982

1.022

0.720

0.991

22.4

2062

350

1.002

0.981

1.021

0.702

0.990

20.4

2062

375

1.001

0.980

1.020

0.684

0.990

18.8

2062

400

1.000

0.980

1.020

0.667

0.989

17.4

2062

425

1.000

0.979

1.019

0.650

0.988

15.9

2062

450

0.999

0.978

1.018

0.634

0.987

14.4

2062

475

0.998

0.978

1.018

0.618

0.987

12.9

2062

500

0.998

0.977

1.017

0.602

0.986

11.7

2077

0

1.012

0.994

1.028

 

 

 

2077

25

1.011

0.994

1.028

0.965

0.999

47.1

2077

50

1.010

0.993

1.027

0.931

0.999

44.6

2077

75

1.010

0.992

1.026

0.898

0.998

41.8

2077

100

1.009

0.992

1.025

0.867

0.997

39.1

2077

125

1.008

0.991

1.025

0.836

0.997

36.5

2077

150

1.008

0.990

1.024

0.807

0.996

33.6

2077

175

1.007

0.989

1.023

0.778

0.995

31.0

2077

200

1.006

0.989

1.023

0.751

0.994

28.7

2077

225

1.005

0.988

1.022

0.725

0.994

26.5

2077

250

1.005

0.987

1.021

0.699

0.993

24.2

2077

275

1.004

0.987

1.020

0.674

0.992

22.0

2077

300

1.003

0.986

1.020

0.650

0.992

19.9

2077

325

1.003

0.985

1.019

0.627

0.991

17.7

2077

350

1.002

0.984

1.018

0.605

0.990

15.8

2077

375

1.001

0.984

1.018

0.584

0.990

14.0

2077

400

1.000

0.983

1.017

0.563

0.989

12.2

2077

425

1.000

0.982

1.016

0.543

0.988

10.6

2077

450

0.999

0.982

1.015

0.524

0.987

9.3

2077

475

0.998

0.981

1.015

0.505

0.987

8.2

2077

500

0.998

0.980

1.014

0.487

0.986

7.2

 

Table 3.199 Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.00

0.00

65650.3

29085.3

143345.2

North Sea Consented developer approach

0.07

48.02

32.17

62627.3

27722.8

136825.0

North Sea Consented Scoping Approach a

0.07

113.00

80.21

58616.9

25919.5

128165.6

North Sea Consented Scoping Approach b

0.07

228.38

157.57

52315.5

23087.1

114546.9

(1) Project Alone: developer approach

0.07

3.92

2.57

65399.9

28972.4

142806.5

(2) Project Alone: Scoping approach a

0.07

5.30

3.51

65310.8

28932.2

142613.6

(2) Project Alone: Scoping approach b

0.07

14.78

9.77

64709.1

28660.6

141316.8

 

Table 3.200 Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.00

0.00

78982.0

30251.1

191307.2

North Sea Consented developer approach

0.07

48.02

32.17

73891.2

28278.6

179052.4

North Sea Consented Scoping Approach a

0.07

113.00

80.21

67312.2

25731.0

163149.7

North Sea Consented Scoping Approach b

0.07

228.38

157.57

57295.9

21867.0

139059.0

(1) Project Alone: developer approach

0.07

3.92

2.57

78558.2

30086.2

190284.5

(2) Project Alone: Scoping approach a

0.07

5.30

3.51

78407.6

30027.8

189920.4

(2) Project Alone: Scoping approach b

0.07

14.78

9.77

77391.5

29632.8

187467.8


Table 3.201: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds.

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.00

0.00

1.012

0.991

1.031

1.012

0.994

1.028

North Sea Consented developer approach

0.07

48.02

32.17

1.010

0.990

1.030

1.010

0.993

1.027

North Sea Consented Scoping Approach a

0.07

113.00

80.21

1.009

0.988

1.028

1.009

0.991

1.025

North Sea Consented Scoping Approach b

0.07

228.38

157.57

1.005

0.985

1.025

1.005

0.988

1.022

(1) Project Alone: developer approach

0.07

3.92

2.57

1.012

0.991

1.031

1.012

0.994

1.028

(2) Project Alone: Scoping approach a

0.07

5.30

3.51

1.012

0.991

1.031

1.012

0.994

1.028

(2) Project Alone: Scoping approach b

0.07

14.78

9.77

1.011

0.991

1.031

1.011

0.994

1.028


Table 3.202: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

48.02

32.17

0.954

0.935

0.999

0.999

North Sea Consented Scoping Approach a

0.07

113.00

80.21

0.893

0.852

0.997

0.997

North Sea Consented Scoping Approach b

0.07

228.38

157.57

0.797

0.725

0.994

0.994

(1) Project Alone: developer approach

0.07

3.92

2.57

0.996

0.995

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

5.30

3.51

0.995

0.993

1.000

1.000

(2) Project Alone: Scoping approach b

0.07

14.78

9.77

0.986

0.980

1.000

1.000


3.41 Razorbill - Flamborough and Filey Coast SPA

3.41 Razorbill - Flamborough and Filey Coast SPA

Figure 3.157:
Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median

Figure 3.157:  Projections of population sizes over a 50-year time-frame. Each plot represents a different impact scenario in terms of additional adult mortalities (starting at 0 i.e. unimpacted). Blue envelopes bound the central 95% of simulations, the dark central line the median


Figure 3.158:
Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.158:  Ratio of impacted and unimpacted growth rates under a range of impact scenarios (additional adult mortalities – x-axis) i.e. 0.9 means a 10% decrease in the growth rate under the impact scenario. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.159:
The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.159:  The ratio of the median impacted and median unimpacted population sizes from the simulations over a range of impact scenarios (additional adult deaths - x-axis) i.e. 0.5 means the median impacted population size is one-half the median unimpacted population size. Figures are based on paired simulations for the impacted and unimpacted populations i.e. based on the same sampled population parameters. The bold lines represent the 50th percentile (median), dashed lines give the central 95% of simulated values (2.5% and 97.5% reference points)

Figure 3.160:
The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Figure 3.160:  The median of the impacted population size as a centile of the unimpacted population size, under a range of impact scenarios (incremental additional adult deaths – x-axis). For example, 30 means the median (50th percentile) of the impacted projections sits at the 30th percentile of the unimpacted projections. Individual lines represent years post-construction (35 and 50 years)

Table 3.203: Growth rates of simulated populations under different impact scenarios for the 35 and 50 year post-construction projections. Reference points are 2.5%, 50% (median) and 97.5% of the distribution of simulated growth rates

Projection year

Additional adult mortalities

Median growth rates

2.5 percentile of simulated growth rates

97.5 percentile of simulated growth rates

Median counterfactual of population size

Median counterfactual of growth rates

Centile of unimpacted matching 50th centile of unimpacted

2062

0

1.038

1.021

1.053

 

 

 

2062

50

1.036

1.020

1.051

0.947

0.998

42.9

2062

100

1.035

1.018

1.050

0.897

0.997

36.7

2062

150

1.033

1.017

1.048

0.850

0.995

30.2

2062

200

1.032

1.015

1.047

0.805

0.994

24.4

2062

250

1.030

1.013

1.045

0.762

0.992

19.3

2062

300

1.029

1.012

1.043

0.722

0.991

15.5

2062

350

1.027

1.010

1.042

0.684

0.989

11.9

2062

400

1.025

1.009

1.040

0.647

0.988

9.0

2062

450

1.024

1.007

1.039

0.613

0.986

6.4

2062

500

1.022

1.006

1.037

0.580

0.985

4.5

2062

550

1.021

1.004

1.036

0.549

0.983

3.1

2062

600

1.019

1.003

1.034

0.520

0.982

2.0

2077

0

1.038

1.024

1.050

 

 

 

2077

50

1.036

1.022

1.049

0.926

0.998

41.6

2077

100

1.035

1.021

1.047

0.858

0.997

33.4

2077

150

1.033

1.019

1.046

0.794

0.995

25.8

2077

200

1.032

1.018

1.044

0.735

0.994

19.2

2077

250

1.030

1.016

1.043

0.681

0.992

13.9

2077

300

1.028

1.014

1.041

0.630

0.991

9.9

2077

350

1.027

1.013

1.039

0.583

0.989

6.3

2077

400

1.025

1.011

1.038

0.540

0.988

4.3

2077

450

1.024

1.010

1.036

0.499

0.986

2.9

2077

500

1.022

1.008

1.035

0.462

0.985

1.9

2077

550

1.021

1.007

1.033

0.427

0.983

1.1

2077

600

1.019

1.005

1.032

0.395

0.982

0.9

 

Table 3.204: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2062) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2062)

Med. popn size (2062) 2.5%

Med. popn size (2062) 97.5%

Baseline

0.07

0.0000

0.00

192211.1

102337.2

335747.7

North Sea Consented developer approach

0.07

41.9000

12.10

186097.6

99092.8

325181.2

North Sea Consented Scoping Approach a

0.07

102.7800

14.79

178833.6

95188.9

312659.5

North Sea Consented Scoping Approach b

0.07

203.3400

43.94

165510.5

87924.6

289492.2

(1) Project Alone: developer approach

0.07

3.0000

2.17

191646.6

102033.4

334768.2

(2) Project Alone: Scoping approach a

0.07

3.7811

2.79

191494.8

101951.1

334505.4

(2) Project Alone: Scoping approach b

0.07

11.0385

8.04

190137.0

101220.9

332153.1


Table 3.205: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. popn size = Median population size, Med. popn size (2077) 2.5/97.5% = are the central 95% of simulated population sizes

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. popn size (2077)

Med. popn size (2077) 2.5%

Med. popn size (2077) 97.5%

Baseline

0.07

0.0000

0.00

334324.1

161668.8

642842.8

North Sea Consented developer approach

0.07

41.9000

12.10

319383.1

154328.5

614649.7

North Sea Consented Scoping Approach a

0.07

102.7800

14.79

302008.6

145701.3

581857.0

North Sea Consented Scoping Approach b

0.07

203.3400

43.94

270700.1

130460.3

521871.1

(1) Project Alone: developer approach

0.07

3.0000

2.17

332937.8

160991.3

640202.2

(2) Project Alone: Scoping approach a

0.07

3.7811

2.79

332563.7

160809.6

639493.4

(2) Project Alone: Scoping approach b

0.07

11.0385

8.04

329229.5

159184.2

633160.9


Table 3.206: Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Ann. med. GR = Annual median growth rate, Ann. med. GR lower/upper CI are the 95% confidence bounds

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Ann. med. GR (2062)

Ann. med. GR (2062) lower CI

Ann. med. GR (2062) upper CI

Ann. med. GR (2077)

Ann. med. GR (2077) lower CI

Ann. med. GR (2077) upper CI

Baseline

0.07

0.0000

0.00

1.038

1.021

1.053

1.038

1.024

1.050

North Sea Consented developer approach

0.07

41.9000

12.10

1.037

1.020

1.052

1.037

1.023

1.049

North Sea Consented Scoping Approach a

0.07

102.7800

14.79

1.036

1.019

1.051

1.036

1.022

1.048

North Sea Consented Scoping Approach b

0.07

203.3400

43.94

1.034

1.017

1.048

1.033

1.020

1.046

(1) Project Alone: developer approach

0.07

3.0000

2.17

1.038

1.021

1.053

1.038

1.024

1.050

(2) Project Alone: Scoping approach a

0.07

3.7811

2.79

1.038

1.021

1.053

1.038

1.024

1.050

(2) Project Alone: Scoping approach b

0.07

11.0385

8.04

1.038

1.021

1.052

1.037

1.023

1.050


Table 3.207; Relevant PVA metrics from models with impact scenarios for specific additional mortalities. Tabulated adult deaths account for the indicated sabbatical rate. Med. cnterfact. popn size = Median counterfactual of population size, Med. cnterfact. GR = Median counterfactual of growth rates, Cent. unimp. match 50th cent. unimp. = Centile of unimpacted matching 50th centile of unimpacted

Scenario

Sabb. Rate

Add. adult deaths

Add. immat. deaths

Med. cnterfact. popn size (2062)

Med. cnterfact. popn size (2077)

Med. cnterfact. GR (2062)

Med. cnterfact GR (2077)

North Sea Consented developer approach

0.07

41.9000

12.10

0.968

0.955

0.999

0.999

North Sea Consented Scoping Approach a

0.07

102.7800

14.79

0.930

0.903

0.998

0.998

North Sea Consented Scoping Approach b

0.07

203.3400

43.94

0.861

0.809

0.996

0.996

(1) Project Alone: developer approach

0.07

3.0000

2.17

0.997

0.996

1.000

1.000

(2) Project Alone: Scoping approach a

0.07

3.7811

2.79

0.996

0.995

1.000

1.000

(2) Project Alone: Scoping approach b

0.07

11.0385

8.04

0.989

0.985

1.000

1.000


4       Conclusions

4 Conclusions

  1. Below, we summarise the worst case, in terms of reduction in population growth rate and median population size for each species for the expected life-span of the project (25 years). In all cases, modelling of Scoping Approach mortality estimates resulted in greatest effects for project alone and in-combination. It is important to note that density dependent effects on growth rate are not included in these models.
  2. For gannet, project alone impacts were greatest at Forth Islands SPA for Scoping Approach B at the end of 35 years of impact (2062) resulting in a 4.3% and 0.1% reduction in population growth rate and median population size, respectively. With regards incombination impacts, the North Sea consented Scoping B was the worst case for the Flamborough and Filey Coast SPA resulting in a 39% and 14% reduction in population growth rate and median population size, respectively
  3. For guillemot, project alone impacts were greatest at St Abb’s Head to Fast Castle SPA for Scoping Approach B at the end of 35 years of impact (2062) resulting in a 33% and 11% reduction in population growth rate and median population size, respectively. With regards incombination impacts on this SPA, the North Sea consented Scoping B was the worst case for resulting in a 38% and 13% reduction in population growth rate and median population size, respectively. The incombination totals compares with the equivalent Developer Approach scenario of 8.6% and 0.02% reduction in population growth rate and median population size, respectively.
  4. For herring gull, project alone impacts were greatest at St Abb’s Head to Fast Castle SPA for Scoping Approach at the end of 35 years of impact (2062) resulting in a 2.9% and 0.01% reduction in population growth rate and median population size, respectively. With regards incombination impacts on this SPA, the North Sea consented Scoping was the worst case resulting in a 5.3% and 0.01% reduction in population growth rate and median population size, respectively.
  5. For kittiwake, project alone impacts were greatest at St Abb’s Head to Fast Castle SPA for Scoping Approach B at the end of 35 years of impact (2062) resulting in a 62.5% and 2.7% reduction in population growth rate and median population size, respectively. With regards incombination impacts on this SPA, the North Sea consented Scoping B was the worst case for resulting in a 65.9% and 29.9% reduction in population growth rate and median population size, respectively. The incombination totals compares with the equivalent Developer Approach scenario of 52.1% and 2% reduction in population growth rate and median population size, respectively.
  6. For lesser black-back gull, project alone impacts were greatest at Forth Islands SPA for Scoping Approach at the end of 35 years of impact (2062) resulting in a 1.8% and 0.01% reduction in population growth rate and median population size, respectively.
  7. For puffin, project alone impacts were greatest at Forth Islands SPA for Scoping Approach B at the end of 35 years of impact (2062) resulting in a 1.4% reduction in population growth rate but no change in median population size, respectively. With regards incombination impacts on this SPA, the North Sea consented Scoping B was the worst case for resulting in a 12% and 0.04% reduction in population growth rate and median population size, respectively.
  8. For razorbill, project alone impacts were greatest at St Abb’s Head to Fast Castle SPA for Scoping Approach B at the end of 35 years of impact (2062) resulting in a 14.1% reduction in population growth rate and 0.04% reduction in median population size. With regards incombination impacts on this SPA, the North Sea consented Scoping B was the worst case for resulting in a 20.6% and 0.06% reduction in population growth rate and median population size, respectively.

 

5       References

5 References

Caswell, H. (2000). Matrix population models (Vol. 1). Sunderland: Sinauer. 

Centre for Ecology and Hydrology (CEH). (2018). Isle of May breeding season summaries. URL: https://www.ceh.ac.uk/isle-may-breeding-season-summaries. Accessed 20 March 2021.

Chabrzyk, G. and Coulson, J.C. (1976). Survival and recruitment in the herring gull Larus argentatus. Journal of Animal Ecology, 45, pp.187–203.

Cook, A.S.C.P and Robinson, R.A. (2010). How Representative is the Current Monitoring of Breeding Seabirds in the UK? BTO Research Report No. 573. British Trust for Ornithology.

Deakin, Z., Hamer, KC., Sherley, RB., Bearhop, S., Bodey, TW., Clark, BL., Grecian, WJ., Gummery, M., Lane, J., Morgan, G., Morgan, L., Phillips, RA., Wakefield, ED. and Votier, SC. (2019). Sex differences in migration and demography of a wide-ranging seabird, the northern gannet. Marine Ecology Progress Series, 622, pp.191-201. ISSN 0171-8630.

Frederiksen, M., Wanless, S., Harris, M.P., Rothery, P. and Wilson, L.J. (2004). The role of industrial fisheries and oceanographic change in the decline of North Sea black-legged kittiwakes. Journal of Applied Ecology, 41, pp.1129–1139.

Harris, M.P. (1970). Rates and causes of increases of some British gull populations. Bird Study, 17, pp.325–335.

Harris, M.P., Frederiksen, M. and Wanless, S. (2007). Within- and between-year variation in the juvenile survival of common guillemots Uria aalge. Ibis, 149, pp.472–481.

Horswill, C. and Robinson R.A. (2015). Review of seabird demographic rates and density dependence. JNCC Report No. 552. Joint Nature Conservation Committee, Peterborough 

Jitlal, M., Burthe, S., Freeman S. and Daunt, F. (2017). Testing and Validating Metrics of Change Produced by Population Viability Analysis (PVA). Scottish Marine and Freshwater Science, 8(23), pp.210. DOI: 10.7489/2018-1. 

Lahoz-Monfort, J.J., Morgan, B.J.T., Harris, M.P., Wanless, S. and Freeman, S.N. (2011). A capture-recapture model for exploring multi-species synchrony in survival. Methods in Ecology and Evolution, 2, pp.116–124.

Marine Scotland – Licensing Operations Team (MS-LOT). (2022). Marine Scotland Licensing Operations Team: Scoping Opinion for Berwick Bank Offshore Wind Farm.  Marine Scotland. pp.45.

Mobbs, D., Searle, K., Daunt, F. and Butler, A. (2020). A Population Viability Analysis Modelling Tool for Seabird Species: Guide for using the PVA tool (v2.0) user interface. Available at: https://github.com/naturalengland/Seabird_PVA_Tool/blob/master/Documentation/PVA_Tool_UI_Guidance.pdf. Accessed: November 2021.

Oro, D., Furness, R.W. (2002). Influences of food availability and predation on survival of Kittiwakes. Ecology, 83(9), pp.2516 – 2528.

Searle, K., Mobbs, D., Daunt, F., and Butler, A. (2019). A Population Viability Analysis Modelling Tool for Seabird Species. Centre for Ecology and Hydrology report for Natural England. Natural England Commissioned Report NECR274. pp.23

SMP. (2022). Seabird Monitoring Programme Online Database. URL: https://app.bto.org/seabirds/public/index.jsp Accessed 20 January 2022.

Snow, D.W. and Perrins, C.M. (1998). The birds of the western Palearctic, Concise edition. Oxford University Press.

Wanless, S., Frederiksen, M., Harris, M.P. and Freeman, S.N. (2006). Survival of Gannets Morus bassanus in Britain and Ireland, 1959–2002, Bird Study, 53(1), pp.79-85, DOI: 10.1080/00063650609461419.

Wanless, S., Harris, M.P., Calladine, J. and Rothery, P. (1996). Modelling responses of herring gull and lesser black backed gull populations to reduction of reproductive output: Implications for control measures. Journal of Applied Ecology, 33, pp.1420–1432

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ANNEX A Breeding seaon apportioned mortality

ANNEX A Breeding seaon apportioned mortality

ANNEX B Non-breeding season apportioned mortality

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ANNEX B Non-breeding season apportioned mortality

ANNEX C Threshold application for population viability analysis

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ANNEX C Threshold application for population viability analysis

ANNEX D Incombination mortality and scenarios

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ANNEX E Summary of approach and collation of incombination totals

ANNEX F Asymptotic age distributions

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ANNEX F Asymptotic age distributions

 

 

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