Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data

Relatively simple foraging radius models have the potential to generate predictive distributions for a large number of species rapidly, thus providing a cost‐effective alternative to large‐scale surveys or complex modelling approaches. Their effectiveness, however, remains largely untested. Here we...

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Published in:Ecography
Main Authors: Critchley, E. J., Grecian, W. J., Bennison, A., Kane, A., Wischnewski, S., Canadas, A., Tierney, D., Quinn, J. L., Jessopp, M. J.
Format: Article in Journal/Newspaper
Language:English
Published: 2019
Subjects:
Gam
Online Access:https://risweb.st-andrews.ac.uk/portal/en/researchoutput/assessing-the-effectiveness-of-foraging-radius-models-for-seabird-distributions-using-biotelemetry-and-survey-data(4d1b31c5-e0ab-49de-b430-5068c5f88adc).html
https://doi.org/10.1111/ecog.04653
https://research-repository.st-andrews.ac.uk/bitstream/10023/18945/1/Critchley_2019_Ecography_Foragingradius_CC.pdf
id ftunstandrewcris:oai:risweb.st-andrews.ac.uk:publications/4d1b31c5-e0ab-49de-b430-5068c5f88adc
record_format openpolar
spelling ftunstandrewcris:oai:risweb.st-andrews.ac.uk:publications/4d1b31c5-e0ab-49de-b430-5068c5f88adc 2023-05-15T13:12:18+02:00 Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data Critchley, E. J. Grecian, W. J. Bennison, A. Kane, A. Wischnewski, S. Canadas, A. Tierney, D. Quinn, J. L. Jessopp, M. J. 2019-11-01 application/pdf https://risweb.st-andrews.ac.uk/portal/en/researchoutput/assessing-the-effectiveness-of-foraging-radius-models-for-seabird-distributions-using-biotelemetry-and-survey-data(4d1b31c5-e0ab-49de-b430-5068c5f88adc).html https://doi.org/10.1111/ecog.04653 https://research-repository.st-andrews.ac.uk/bitstream/10023/18945/1/Critchley_2019_Ecography_Foragingradius_CC.pdf eng eng info:eu-repo/semantics/openAccess Critchley , E J , Grecian , W J , Bennison , A , Kane , A , Wischnewski , S , Canadas , A , Tierney , D , Quinn , J L & Jessopp , M J 2019 , ' Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data ' , Ecography , vol. Early View . https://doi.org/10.1111/ecog.04653 Aerial survey Biotelemetry Central place foragers Foraging radius Seabirds Species distribution modelling article 2019 ftunstandrewcris https://doi.org/10.1111/ecog.04653 2021-12-26T14:35:45Z Relatively simple foraging radius models have the potential to generate predictive distributions for a large number of species rapidly, thus providing a cost‐effective alternative to large‐scale surveys or complex modelling approaches. Their effectiveness, however, remains largely untested. Here we compare foraging radius distribution models for all breeding seabirds in Ireland, to distributions of empirical data collected from tracking studies and aerial surveys. At the local/colony level, we compared foraging radius distributions to GPS tracking data from seabirds with short (Atlantic puffin Fratercula arctica, and razorbill Alca torda ) and long (Manx shearwater Puffinus puffinus , and European storm‐petrel Hydrobates pelagicus ) foraging ranges. At the regional/national level, we compared foraging radius distributions to extensive aerial surveys conducted over a two‐year period. Foraging radius distributions were significantly positively correlated with tracking data for all species except Manx shearwater. Correlations between foraging radius distributions and aerial survey data were also significant, but generally weaker than those for tracking data. Correlations between foraging radius distributions and aerial survey data were benchmarked against generalised additive models (GAMs) of the aerial survey data that included a range of environmental covariates. While GAM distributions had slightly higher correlations with aerial survey data, the results highlight that the foraging radius approach can be a useful and pragmatic approach for assessing breeding distributions for many seabird species. The approach is likely to have acceptable utility in complex, temporally variable ecosystems and when logistic and financial resources are limited. Article in Journal/Newspaper Alca torda Atlantic puffin fratercula Fratercula arctica Razorbill University of St Andrews: Research Portal Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) Ecography 43 2 184 196
institution Open Polar
collection University of St Andrews: Research Portal
op_collection_id ftunstandrewcris
language English
topic Aerial survey
Biotelemetry
Central place foragers
Foraging radius
Seabirds
Species distribution modelling
spellingShingle Aerial survey
Biotelemetry
Central place foragers
Foraging radius
Seabirds
Species distribution modelling
Critchley, E. J.
Grecian, W. J.
Bennison, A.
Kane, A.
Wischnewski, S.
Canadas, A.
Tierney, D.
Quinn, J. L.
Jessopp, M. J.
Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data
topic_facet Aerial survey
Biotelemetry
Central place foragers
Foraging radius
Seabirds
Species distribution modelling
description Relatively simple foraging radius models have the potential to generate predictive distributions for a large number of species rapidly, thus providing a cost‐effective alternative to large‐scale surveys or complex modelling approaches. Their effectiveness, however, remains largely untested. Here we compare foraging radius distribution models for all breeding seabirds in Ireland, to distributions of empirical data collected from tracking studies and aerial surveys. At the local/colony level, we compared foraging radius distributions to GPS tracking data from seabirds with short (Atlantic puffin Fratercula arctica, and razorbill Alca torda ) and long (Manx shearwater Puffinus puffinus , and European storm‐petrel Hydrobates pelagicus ) foraging ranges. At the regional/national level, we compared foraging radius distributions to extensive aerial surveys conducted over a two‐year period. Foraging radius distributions were significantly positively correlated with tracking data for all species except Manx shearwater. Correlations between foraging radius distributions and aerial survey data were also significant, but generally weaker than those for tracking data. Correlations between foraging radius distributions and aerial survey data were benchmarked against generalised additive models (GAMs) of the aerial survey data that included a range of environmental covariates. While GAM distributions had slightly higher correlations with aerial survey data, the results highlight that the foraging radius approach can be a useful and pragmatic approach for assessing breeding distributions for many seabird species. The approach is likely to have acceptable utility in complex, temporally variable ecosystems and when logistic and financial resources are limited.
format Article in Journal/Newspaper
author Critchley, E. J.
Grecian, W. J.
Bennison, A.
Kane, A.
Wischnewski, S.
Canadas, A.
Tierney, D.
Quinn, J. L.
Jessopp, M. J.
author_facet Critchley, E. J.
Grecian, W. J.
Bennison, A.
Kane, A.
Wischnewski, S.
Canadas, A.
Tierney, D.
Quinn, J. L.
Jessopp, M. J.
author_sort Critchley, E. J.
title Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data
title_short Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data
title_full Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data
title_fullStr Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data
title_full_unstemmed Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data
title_sort assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data
publishDate 2019
url https://risweb.st-andrews.ac.uk/portal/en/researchoutput/assessing-the-effectiveness-of-foraging-radius-models-for-seabird-distributions-using-biotelemetry-and-survey-data(4d1b31c5-e0ab-49de-b430-5068c5f88adc).html
https://doi.org/10.1111/ecog.04653
https://research-repository.st-andrews.ac.uk/bitstream/10023/18945/1/Critchley_2019_Ecography_Foragingradius_CC.pdf
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Gam
geographic_facet Gam
genre Alca torda
Atlantic puffin
fratercula
Fratercula arctica
Razorbill
genre_facet Alca torda
Atlantic puffin
fratercula
Fratercula arctica
Razorbill
op_source Critchley , E J , Grecian , W J , Bennison , A , Kane , A , Wischnewski , S , Canadas , A , Tierney , D , Quinn , J L & Jessopp , M J 2019 , ' Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data ' , Ecography , vol. Early View . https://doi.org/10.1111/ecog.04653
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1111/ecog.04653
container_title Ecography
container_volume 43
container_issue 2
container_start_page 184
op_container_end_page 196
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