Bayesian species distribution models integrate presence-only and presence-absence data to predict deer distribution and relative abundance

Virginia Morera-Pujol; Philip S. Mostert; Kilian Murphy; Tim Burkitt; Barry Coad; Barry J. McMahon; Maarten Nieuwenhuis; Kevin Morelle; Alastair Ward; Simone Ciuti

doi:10.1101/2022.05.23.493051

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Bayesian species distribution models integrate presence-only and presence-absence data to predict deer distribution and relative abundance

View ORCID ProfileVirginia Morera-Pujol, View ORCID ProfilePhilip S. Mostert, View ORCID ProfileKilian Murphy, Tim Burkitt, Barry Coad, View ORCID ProfileBarry J. McMahon, View ORCID ProfileMaarten Nieuwenhuis, View ORCID ProfileKevin Morelle, View ORCID ProfileAlastair Ward, View ORCID ProfileSimone Ciuti

doi: https://doi.org/10.1101/2022.05.23.493051

Virginia Morera-Pujol

1Laboratory of Wildlife Ecology and Behaviour, School of Biology and Environmental Science, University College Dublin, Dublin, Ireland

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For correspondence: morera.virginia@gmail.com

Philip S. Mostert

2Department of Mathematical Sciences, NTNU Norwegian University of Science and Technology, Gløshaugen, Norway

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Kilian Murphy

1Laboratory of Wildlife Ecology and Behaviour, School of Biology and Environmental Science, University College Dublin, Dublin, Ireland

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Tim Burkitt

3Deer Biologist and Management Consultant, DEER MANAGEMENT SOLUTIONS, Coolies, Muckross, Killarney, Co. Kerry V93R380

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Barry Coad

4Coillte Forest, Coillte, Dublin Road, Newtownmountkennedy, Co Wicklow, Ireland A63 DN25

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Barry J. McMahon

5UCD School of Agriculture & Food Science, University College Dublin, Belfield, Dublin, Ireland

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Maarten Nieuwenhuis

6UCD Forestry, School of Agriculture and Food Science, University College Dublin, Belfield, Dublin, Ireland

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Kevin Morelle

7Department of Migration, Max Planck Institute of Animal Behaviour, Radolfzell, Germany

8Department of Game Management and Wildlife Biology, Czech University of Life Science, Prague, Czech Republic

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Alastair Ward

9School of Biology, University of Leeds, Leeds, LS2 9JT

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Simone Ciuti

1Laboratory of Wildlife Ecology and Behaviour, School of Biology and Environmental Science, University College Dublin, Dublin, Ireland

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Bayesian species distribution models integrate presence-only and presence-absence data to predict deer distribution and relative abundance

Virginia Morera-Pujol, Philip S. Mostert, Kilian Murphy, Tim Burkitt, Barry Coad, Barry J. McMahon, Maarten Nieuwenhuis, Kevin Morelle, Alastair Ward, Simone Ciuti

bioRxiv 2022.05.23.493051; doi: https://doi.org/10.1101/2022.05.23.493051

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Bayesian species distribution models integrate presence-only and presence-absence data to predict deer distribution and relative abundance

Virginia Morera-Pujol, Philip S. Mostert, Kilian Murphy, Tim Burkitt, Barry Coad, Barry J. McMahon, Maarten Nieuwenhuis, Kevin Morelle, Alastair Ward, Simone Ciuti

bioRxiv 2022.05.23.493051; doi: https://doi.org/10.1101/2022.05.23.493051

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