Dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models

Trophic dynamics within aquatic systems are a predominant regulator of fish production and an important consideration for implementing ecosystem approaches to fisheries management. We analyzed 10 years of fish diet data from Chesapeake Bay, USA, to (1) evaluate the effects of environmental variables...

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Published in:Canadian Journal of Fisheries and Aquatic Sciences
Main Authors: Buchheister, Andre, Latour, Robert J.
Other Authors: Ramcharan, Charles
Format: Article in Journal/Newspaper
Language:English
Published: Canadian Science Publishing 2016
Subjects:
Online Access:http://dx.doi.org/10.1139/cjfas-2014-0441
http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2014-0441
http://www.nrcresearchpress.com/doi/pdf/10.1139/cjfas-2014-0441
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spelling crcansciencepubl:10.1139/cjfas-2014-0441 2024-09-15T18:26:23+00:00 Dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models Buchheister, Andre Latour, Robert J. Ramcharan, Charles 2016 http://dx.doi.org/10.1139/cjfas-2014-0441 http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2014-0441 http://www.nrcresearchpress.com/doi/pdf/10.1139/cjfas-2014-0441 en eng Canadian Science Publishing http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining Canadian Journal of Fisheries and Aquatic Sciences volume 73, issue 1, page 5-17 ISSN 0706-652X 1205-7533 journal-article 2016 crcansciencepubl https://doi.org/10.1139/cjfas-2014-0441 2024-08-29T04:08:50Z Trophic dynamics within aquatic systems are a predominant regulator of fish production and an important consideration for implementing ecosystem approaches to fisheries management. We analyzed 10 years of fish diet data from Chesapeake Bay, USA, to (1) evaluate the effects of environmental variables on trophic interactions of 12 common predatory fishes, (2) infer dynamics of four key prey groups (mysids, bay anchovy, bivalves, and polychaetes), and (3) evaluate whether interannual dietary trends were coherent among predators and regulated by prey availability. Based on delta generalized additive mixed models (delta-GAMMs), predator length was the most important covariate in modeling prey consumption. When latitude, temperature, and depth effects were statistically significant, the effects of each variable were largely similar across predators for a given prey. Annual patterns of mysid and bivalve consumption each showed a single, dramatic peak shared by multiple predators with varied feeding preferences and distributional characteristics, but annual trends were not correlated with available survey-based measures of prey availability, likely due to methodological differences. Overall, the coherence in consumption patterns across predators was consistent with supply-driven dynamics controlled by regional and annual changes in prey availability. Also, the novel application of delta-GAMMs to fish diet data was useful in characterizing the dynamics of poorly sampled prey groups and the trophic interactions for ubiquitous species from the Northwest Atlantic Ocean. Article in Journal/Newspaper Northwest Atlantic Canadian Science Publishing Canadian Journal of Fisheries and Aquatic Sciences 73 1 5 17
institution Open Polar
collection Canadian Science Publishing
op_collection_id crcansciencepubl
language English
description Trophic dynamics within aquatic systems are a predominant regulator of fish production and an important consideration for implementing ecosystem approaches to fisheries management. We analyzed 10 years of fish diet data from Chesapeake Bay, USA, to (1) evaluate the effects of environmental variables on trophic interactions of 12 common predatory fishes, (2) infer dynamics of four key prey groups (mysids, bay anchovy, bivalves, and polychaetes), and (3) evaluate whether interannual dietary trends were coherent among predators and regulated by prey availability. Based on delta generalized additive mixed models (delta-GAMMs), predator length was the most important covariate in modeling prey consumption. When latitude, temperature, and depth effects were statistically significant, the effects of each variable were largely similar across predators for a given prey. Annual patterns of mysid and bivalve consumption each showed a single, dramatic peak shared by multiple predators with varied feeding preferences and distributional characteristics, but annual trends were not correlated with available survey-based measures of prey availability, likely due to methodological differences. Overall, the coherence in consumption patterns across predators was consistent with supply-driven dynamics controlled by regional and annual changes in prey availability. Also, the novel application of delta-GAMMs to fish diet data was useful in characterizing the dynamics of poorly sampled prey groups and the trophic interactions for ubiquitous species from the Northwest Atlantic Ocean.
author2 Ramcharan, Charles
format Article in Journal/Newspaper
author Buchheister, Andre
Latour, Robert J.
spellingShingle Buchheister, Andre
Latour, Robert J.
Dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models
author_facet Buchheister, Andre
Latour, Robert J.
author_sort Buchheister, Andre
title Dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models
title_short Dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models
title_full Dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models
title_fullStr Dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models
title_full_unstemmed Dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models
title_sort dynamic trophic linkages in a large estuarine system — support for supply-driven dietary changes using delta generalized additive mixed models
publisher Canadian Science Publishing
publishDate 2016
url http://dx.doi.org/10.1139/cjfas-2014-0441
http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2014-0441
http://www.nrcresearchpress.com/doi/pdf/10.1139/cjfas-2014-0441
genre Northwest Atlantic
genre_facet Northwest Atlantic
op_source Canadian Journal of Fisheries and Aquatic Sciences
volume 73, issue 1, page 5-17
ISSN 0706-652X 1205-7533
op_rights http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining
op_doi https://doi.org/10.1139/cjfas-2014-0441
container_title Canadian Journal of Fisheries and Aquatic Sciences
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