Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment

We developed a new modeling framework to assess how the local abundance of one species influences the local abundance of a potential competitor while explicitly accounting for differential responses to environmental conditions. Our models also incorporate imperfect detection as well as abundance est...

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Main Authors: Brodie, Jedediah F., Helmy, Olga E., Mohd. Azlan, Jayasilan, Granados, Alys, Bernard, Henry, Giordano, Anthony J., Zipkin, Elise F.
Format: E-Article
Language:English
Published: Blackwell Publishing Ltd 2018
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Online Access:http://ir.unimas.my/id/eprint/19684/1/Models%20for%20assessing%20local-scale%20co-abundance%20of%20animal%20species%20while%20accounting%20for%20differential%20detectability%20and%20varied%20responses%20to%20the%20environment%20%28abstrak%29.pdf
http://ir.unimas.my/id/eprint/19684/
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spelling my.unimas.ir.196842018-03-08T05:35:47Z http://ir.unimas.my/id/eprint/19684/ Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment Brodie, Jedediah F. Helmy, Olga E. Mohd. Azlan, Jayasilan Granados, Alys Bernard, Henry Giordano, Anthony J. Zipkin, Elise F. Q Science (General) QL Zoology We developed a new modeling framework to assess how the local abundance of one species influences the local abundance of a potential competitor while explicitly accounting for differential responses to environmental conditions. Our models also incorporate imperfect detection as well as abundance estimation error for both species. As a case study, we applied the model to four pairs of mammal species in Borneo, surveyed by extensive and spatially widespread camera trapping. We detected different responses to elevation gradients within civet, macaque, and muntjac deer species pairs. Muntjac and porcupine species varied in their response to terrain ruggedness, and the two muntjac responded different to river proximity. Bornean endemic species of civet and muntjac were more sensitive than their widespread counterparts to habitat disturbance (selective logging). Local abundance within several species pairs was positively correlated, but this is likely due to the species having similar responses to (unmodeled) environmental conditions or resources rather than representing facilitation. After accounting for environment and correcting for false absences in detection, negative correlations in local abundance appear rare in tropical mammals. Direct competition may be weak in these species, possibly because the ‘ghost of competition past’ or habitat filtering have already driven separation of the species in niche space. The analytical framework presented here could increase basic understanding of how ecological interactions shape patterns of abundance across the landscape for a range of taxa, and also provide a powerful tool for forecasting the impacts of global change. © 2017 The Association for Tropical Biology and Conservation Blackwell Publishing Ltd 2018-01 E-Article PeerReviewed text en http://ir.unimas.my/id/eprint/19684/1/Models%20for%20assessing%20local-scale%20co-abundance%20of%20animal%20species%20while%20accounting%20for%20differential%20detectability%20and%20varied%20responses%20to%20the%20environment%20%28abstrak%29.pdf Brodie, Jedediah F. and Helmy, Olga E. and Mohd. Azlan, Jayasilan and Granados, Alys and Bernard, Henry and Giordano, Anthony J. and Zipkin, Elise F. (2018) Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment. Biotropica, 50 (1). pp. 5-15. ISSN 0006-3606 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040642069&doi=10.1111%2fbtp.12500&partnerID=40&md5=5c9a75a906fce1fdfb4ea2f3fdf673c4 DOI: 10.1111/btp.12500
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic Q Science (General)
QL Zoology
spellingShingle Q Science (General)
QL Zoology
Brodie, Jedediah F.
Helmy, Olga E.
Mohd. Azlan, Jayasilan
Granados, Alys
Bernard, Henry
Giordano, Anthony J.
Zipkin, Elise F.
Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment
description We developed a new modeling framework to assess how the local abundance of one species influences the local abundance of a potential competitor while explicitly accounting for differential responses to environmental conditions. Our models also incorporate imperfect detection as well as abundance estimation error for both species. As a case study, we applied the model to four pairs of mammal species in Borneo, surveyed by extensive and spatially widespread camera trapping. We detected different responses to elevation gradients within civet, macaque, and muntjac deer species pairs. Muntjac and porcupine species varied in their response to terrain ruggedness, and the two muntjac responded different to river proximity. Bornean endemic species of civet and muntjac were more sensitive than their widespread counterparts to habitat disturbance (selective logging). Local abundance within several species pairs was positively correlated, but this is likely due to the species having similar responses to (unmodeled) environmental conditions or resources rather than representing facilitation. After accounting for environment and correcting for false absences in detection, negative correlations in local abundance appear rare in tropical mammals. Direct competition may be weak in these species, possibly because the ‘ghost of competition past’ or habitat filtering have already driven separation of the species in niche space. The analytical framework presented here could increase basic understanding of how ecological interactions shape patterns of abundance across the landscape for a range of taxa, and also provide a powerful tool for forecasting the impacts of global change. © 2017 The Association for Tropical Biology and Conservation
format E-Article
author Brodie, Jedediah F.
Helmy, Olga E.
Mohd. Azlan, Jayasilan
Granados, Alys
Bernard, Henry
Giordano, Anthony J.
Zipkin, Elise F.
author_facet Brodie, Jedediah F.
Helmy, Olga E.
Mohd. Azlan, Jayasilan
Granados, Alys
Bernard, Henry
Giordano, Anthony J.
Zipkin, Elise F.
author_sort Brodie, Jedediah F.
title Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment
title_short Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment
title_full Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment
title_fullStr Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment
title_full_unstemmed Models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment
title_sort models for assessing local-scale co-abundance of animal species while accounting for differential detectability and varied responses to the environment
publisher Blackwell Publishing Ltd
publishDate 2018
url http://ir.unimas.my/id/eprint/19684/1/Models%20for%20assessing%20local-scale%20co-abundance%20of%20animal%20species%20while%20accounting%20for%20differential%20detectability%20and%20varied%20responses%20to%20the%20environment%20%28abstrak%29.pdf
http://ir.unimas.my/id/eprint/19684/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040642069&doi=10.1111%2fbtp.12500&partnerID=40&md5=5c9a75a906fce1fdfb4ea2f3fdf673c4
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