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references.bib
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@article{dunhill2024,
title = {Extinction cascades, community collapse, and recovery across a Mesozoic hyperthermal event},
author = {Dunhill, Alexander M. and Zarzyczny, Karolina and Shaw, Jack O. and Atkinson, Jed W. and Little, Crispin T. S. and Beckerman, Andrew P.},
year = {2024},
month = {10},
date = {2024-10-04},
journal = {Nature Communications},
pages = {8599},
volume = {15},
number = {1},
doi = {10.1038/s41467-024-53000-2},
url = {https://www.nature.com/articles/s41467-024-53000-2},
note = {Publisher: Nature Publishing Group},
langid = {en}
}
@article{brimacombe2023,
title = {Shortcomings of reusing species interaction networks created by different sets of researchers},
author = {Brimacombe, Chris and Bodner, Korryn and Michalska-Smith, Matthew and Poisot, {Timothée} and Fortin, {Marie-Josée}},
year = {2023},
month = {03},
date = {2023-03},
journal = {PLOS Biology},
pages = {e3002068},
volume = {21},
number = {4},
doi = {10.1371/journal.pbio.3002068},
url = {https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3002068},
note = {Publisher: Public Library of Science},
langid = {en}
}
@misc{shaw2024,
title = {A Framework for Reconstructing Ancient Food Webs Using Functional Trait Data},
author = {Shaw, Jack O. and Dunhill, Alexander M. and Beckerman, Andrew P. and Dunne, Jennifer A. and Hull, Pincelli M.},
year = {2024},
month = jan,
primaryclass = {New Results},
pages = {2024.01.30.578036},
publisher = {bioRxiv},
doi = {10.1101/2024.01.30.578036},
urldate = {2024-02-01},
abstract = {Food webs provide quantitative insights into the structure and dynamics of ecological communities. Previous work has shown their utility in understanding community responses to modern and ancient perturbations, including anthropogenic change and mass extinctions. However, few ancient food webs have been reconstructed due to difficulties assessing trophic interactions amongst extinct species derived from an incomplete fossil record. We present and assess the Paleo Food web Inference Model (PFIM). PFIM uses functional trait data--predictive of interactions in modern ecosystems and commonly available for fossil organisms--to reconstruct ancient food webs. We test the model by (i) applying it to four modern ecosystems with empirical constrained food webs to directly compare PFIM-constructed networks to their empirical counterparts, (ii) by carefully comparing discrepancies between PFIM-inferred and empirical webs in one of those systems, and (iii) by comparing networks describing feasible trophic interactions ("feasible webs") with networks to which we superimpose characteristic interaction distributions derived from modern theory ("realized webs"). As a proof of concept, we then apply the method to faunal data from two Cambrian fossil deposits to reconstruct ancient trophic systems. PFIM-inferred feasible food webs successfully predict {\textasciitilde}70\% of trophic interactions across four modern systems. Furthermore, inferred food webs with enforced interaction distributions (i.e., realized webs) accurately predict {\textasciitilde}90\% of interactions. Comparisons with a global database of trophic interactions and other food web models, suggest that under sampling of empirical webs accounts for up to 21\% of the remaining differences between PFIM and empirical food webs. Food webs can be reasonably approximated by inferring trophic interactions based upon life habit traits. This study provides the foundation to use trait-based inference models across the fossil record to examine ancient food webs and community evolution.},
archiveprefix = {bioRxiv},
chapter = {New Results},
copyright = {{\copyright} 2024, Posted by Cold Spring Harbor Laboratory. This pre-print is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), CC BY-NC 4.0, as described at http://creativecommons.org/licenses/by-nc/4.0/},
langid = {english},
file = {/Users/tanyastrydom/Zotero/storage/AKAQ984E/Shaw et al. - 2024 - A framework for reconstructing ancient food webs u.pdf}
}
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title = {Extinction Cascades and Catastrophe in Ancient Food Webs},
author = {Roopnarine, Peter D.},
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journal = {Paleobiology},
pages = {1--19},
volume = {32},
number = {1},
url = {https://www.jstor.org/stable/4096814},
note = {Publisher: Paleontological Society}
}
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title = {Size, foraging, and food web structure},
author = {Petchey, Owen L. and Beckerman, Andrew P. and Riede, Jens O. and Warren, Philip H.},
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date = {2008-03-18},
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number = {11},
doi = {10.1073/pnas.0710672105},
url = {https://pnas.org/doi/full/10.1073/pnas.0710672105},
langid = {en}
}
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title = {Modeling Food Webs: Exploring Unexplained Structure Using Latent Traits.},
author = {Rohr, {Rudolf Philippe} and Scherer, Heike and Kehrli, Patrik and Mazza, Christian and Bersier, {Louis{-}Félix}},
year = {2010},
month = {08},
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journal = {The American Naturalist},
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volume = {176},
number = {2},
doi = {10.1086/653667},
url = {https://www.journals.uchicago.edu/doi/10.1086/653667},
note = {Publisher: The University of Chicago Press}
}
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title = {Collapse of an ecological network in Ancient Egypt},
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note = {Citation Key: Yeakel2014Collapse}
}
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url = {https://www.nature.com/articles/35004572},
note = {Number: 6774
Publisher: Nature Publishing Group},
langid = {en}
}
@article{williams2008,
title = {Success and its limits among structural models of complex food webs},
author = {Williams, Richard J. and Martinez, Neo D.},
year = {2008},
month = {05},
date = {2008-05},
journal = {The Journal of Animal Ecology},
pages = {512--519},
volume = {77},
number = {3},
doi = {10.1111/j.1365-2656.2008.01362.x},
note = {PMID: 18284474},
langid = {eng}
}
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title = {Graph embedding and transfer learning can help predict potential species interaction networks despite data limitations},
author = {Strydom, Tanya and Bouskila, {Salomé} and Banville, Francis and Barros, Ceres and Caron, Dominique and Farrell, Maxwell J. and Fortin, {Marie-Josée} and Mercier, Benjamin and Pollock, Laura J. and Runghen, Rogini and Dalla Riva, Giulio V. and Poisot, {Timothée}},
year = {2023},
date = {2023},
journal = {Methods in Ecology and Evolution},
pages = {2917--2930},
volume = {14},
number = {12},
doi = {10.1111/2041-210X.14228},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/2041-210X.14228},
note = {{\_}eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/2041-210X.14228},
langid = {en}
}
@article{caron2022,
title = {Addressing the Eltonian shortfall with trait-based interaction models},
author = {Caron, Dominique and Maiorano, Luigi and Thuiller, Wilfried and Pollock, Laura J.},
year = {2022},
date = {2022},
journal = {Ecology Letters},
pages = {889--899},
volume = {25},
number = {4},
doi = {10.1111/ele.13966},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/ele.13966},
note = {{\_}eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/ele.13966},
langid = {en}
}
@article{fricke2022,
title = {Collapse of terrestrial mammal food webs since the Late Pleistocene},
author = {Fricke, Evan C. and Hsieh, Chia and Middleton, Owen and Gorczynski, Daniel and Cappello, Caroline D. and Sanisidro, Oscar and Rowan, John and Svenning, Jens-Christian and Beaudrot, Lydia},
year = {2022},
month = {08},
date = {2022-08-26},
journal = {Science},
pages = {1008--1011},
volume = {377},
number = {6609},
doi = {10.1126/science.abn4012},
url = {http://dx.doi.org/10.1126/science.abn4012},
langid = {en}
}
@inbook{roopnarine2017,
title = {Ecological Modelling of Paleocommunity Food Webs},
author = {Roopnarine, Peter D},
year = {2017},
date = {2017},
publisher = {University of Chicago Press},
pages = {201 --226},
langid = {en}
}
@article{bambach2007,
title = {Autecology and the Filling of Ecospace: Key Metazoan Radiations},
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url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1475-4983.2006.00611.x},
note = {{\_}eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.1475-4983.2006.00611.x},
langid = {en}
}
@article{pomeranz2018,
title = {Inferring predator-prey interactions in food webs},
author = {Pomeranz, Justin PF and Thompson, Ross M. and Poisot, {Timothée} and Harding, Jon S.},
year = {2018},
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langid = {en}
}
@article{strydom2021,
title = {SVD Entropy Reveals the High Complexity of Ecological Networks},
author = {Strydom, Tanya and Dalla Riva, Giulio V. and Poisot, {Timothée}},
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journal = {Frontiers in Ecology and Evolution},
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doi = {10.3389/fevo.2021.623141},
url = {https://www.frontiersin.org/articles/10.3389/fevo.2021.623141/full},
note = {Publisher: Frontiers},
langid = {English}
}
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url = {https://www.science.org/doi/10.1126/science.298.5594.824},
note = {Publisher: American Association for the Advancement of Science}
}
@article{stouffer2007,
title = {Evidence for the Existence of a Robust Pattern of Prey Selection in Food Webs},
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journal = {Proceedings of the Royal Society B: Biological Sciences},
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}
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title = {Success and its limits among structural models of complex food webs},
author = {Williams, Richard J. and Martinez, Neo D.},
year = {2008},
month = {05},
date = {2008-05},
journal = {The Journal of Animal Ecology},
pages = {512--519},
volume = {77},
number = {3},
doi = {10.1111/j.1365-2656.2008.01362.x},
note = {PMID: 18284474},
langid = {eng}
}
@article{petchey2008,
title = {Size, foraging, and food web structure},
author = {Petchey, Owen L. and Beckerman, Andrew P. and Riede, Jens O. and Warren, Philip H.},
year = {2008},
month = {03},
date = {2008-03-18},
journal = {Proceedings of the National Academy of Sciences},
pages = {4191--4196},
volume = {105},
number = {11},
doi = {10.1073/pnas.0710672105},
url = {https://pnas.org/doi/full/10.1073/pnas.0710672105},
langid = {en}
}
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}
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title = {Analysing ecological networks of species interactions},
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}
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url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/2041-210X.14212},
note = {{\_}eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/2041-210X.14212},
langid = {en}
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note = {Publisher: Nature Publishing Group},
langid = {en}
}