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, Emma Jane, Grecian, W. J., Bennison, Ashley, Kane, Adam, Wischnewski, Saskia, Cañadas, A., Tierney, D., Quinn, John L., Jessopp, Mark J.
Format: Article in Journal/Newspaper
Language:English
Published: Blackwell Publishing Ltd 2019
Subjects:
Gam
Online Access:http://hdl.handle.net/10468/9346
https://doi.org/10.1111/ecog.04653
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spelling ftunivcollcork:oai:cora.ucc.ie:10468/9346 2023-08-27T04:03:41+02:00 Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data Critchley, Emma Jane Grecian, W. J. Bennison, Ashley Kane, Adam Wischnewski, Saskia Cañadas, A. Tierney, D. Quinn, John L. Jessopp, Mark J. 2019-11-01 application/pdf http://hdl.handle.net/10468/9346 https://doi.org/10.1111/ecog.04653 en eng Blackwell Publishing Ltd Critchley, E. J., Grecian, W. J., Bennison, A., Kane, A., Wischnewski, S., Cañadas, A., Tierney, D., Quinn, J. L. and Jessopp, M. J. (2019) 'Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data', Ecography, in press. (13pp.) doi:10.1111/ecog.04653 doi:10.1111/ecog.04653 1600-0587 13 0906-7590 Ecography 1 http://hdl.handle.net/10468/9346 © 2019 The Authors. Ecography published by John Wiley & Sons Ltd on behalf of Nordic Society OikosThis is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. https://creativecommons.org/licenses/by/4.0/ Aerial survey Biotelemetry Central place foragers Foraging radius Seabirds Species distribution modelling Article (peer-reviewed) 2019 ftunivcollcork https://doi.org/10.1111/ecog.04653 2023-08-06T14:31:18Z 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 College Cork, Ireland: Cork Open Research Archive (CORA) Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) Ecography 43 2 184 196
institution Open Polar
collection University College Cork, Ireland: Cork Open Research Archive (CORA)
op_collection_id ftunivcollcork
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, Emma Jane
Grecian, W. J.
Bennison, Ashley
Kane, Adam
Wischnewski, Saskia
Cañadas, A.
Tierney, D.
Quinn, John L.
Jessopp, Mark 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, Emma Jane
Grecian, W. J.
Bennison, Ashley
Kane, Adam
Wischnewski, Saskia
Cañadas, A.
Tierney, D.
Quinn, John L.
Jessopp, Mark J.
author_facet Critchley, Emma Jane
Grecian, W. J.
Bennison, Ashley
Kane, Adam
Wischnewski, Saskia
Cañadas, A.
Tierney, D.
Quinn, John L.
Jessopp, Mark J.
author_sort Critchley, Emma Jane
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
publisher Blackwell Publishing Ltd
publishDate 2019
url http://hdl.handle.net/10468/9346
https://doi.org/10.1111/ecog.04653
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_relation Critchley, E. J., Grecian, W. J., Bennison, A., Kane, A., Wischnewski, S., Cañadas, A., Tierney, D., Quinn, J. L. and Jessopp, M. J. (2019) 'Assessing the effectiveness of foraging radius models for seabird distributions using biotelemetry and survey data', Ecography, in press. (13pp.) doi:10.1111/ecog.04653
doi:10.1111/ecog.04653
1600-0587
13
0906-7590
Ecography
1
http://hdl.handle.net/10468/9346
op_rights © 2019 The Authors. Ecography published by John Wiley & Sons Ltd on behalf of Nordic Society OikosThis is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
https://creativecommons.org/licenses/by/4.0/
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container_title Ecography
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container_issue 2
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