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Late Quaternary habitat suitability models for chimpanzees (Pan troglodytes) since the Last Interglacial (120,000 BP)

View ORCID ProfileChristopher D. Barratt, Jack D. Lester, View ORCID ProfilePaolo Gratton, View ORCID ProfileRenske E. Onstein, View ORCID ProfileAmmie K. Kalan, View ORCID ProfileMaureen S. McCarthy, View ORCID ProfileGaëlle Bocksberger, View ORCID ProfileLauren C. White, View ORCID ProfileLinda Vigilant, View ORCID ProfilePaula Dieguez, Barrie Abdulai, Thierry Aebischer, Anthony Agbor, Alfred Kwabena Assumang, Emma Bailey, Mattia Bessone, Bartelijntje Buys, Joana Silva Carvalho, Rebecca Chancellor, Heather Cohen, Emmanuel Danquah, Tobias Deschner, Zacharie Nzooh Dongmo, Osiris A. Doumbé, Jef Dupain, Chris S. Duvall, Manasseh Eno-Nku, Gilles Etoga, Anh Galat-Luong, Rosa Garriga, Sylvain Gatti, Andrea Ghiurghi, Annemarie Goedmakers, Anne-Céline Granjon, Dismas Hakizimana, Nadia Haydar, Josephine Head, Daniela Hedwig, Ilka Herbinger, Veerle Hermans, Sorrel Jones, Jessica Junker, Parag Kadam, Mohamed Kambi, Ivonne Kienast, Célestin Yao Kouakou, Kouamé Paul N’Goran, Kevin E. Langergraber, Juan Lapuente, Anne Laudisoit, Kevin C. Lee, Fiona Maisels, Deborah Moore, Bethan Morgan, David Morgan, Emily Neil, Sonia Nicholl, Louis Nkembi, Anne Ntongho, Christopher Orbell, Lucy Jayne Ormsby, Liliana Pacheco, Alex K. Piel, Lilian Pintea, Andrew J. Plumptre, Aaron Rundus, Crickette Sanz, Volker Sommer, Tenekwetche Sop, Fiona A. Stewart, Jacqueline Sunderland-Groves, Nikki Tagg, Angelique Todd, Els Ton, Joost van Schijndel, Hilde VanLeeuwe, Elleni Vendras, Adam Welsh, José Francisco Carminatti Wenceslau, Erin G. Wessling, Jacob Willie, Roman M. Wittig, Nakashima Yoshihiro, Yisa Ginath Yuh, Kyle Yurkiw, Christophe Boesch, View ORCID ProfileMimi Arandjelovic, Hjalmar Kühl
doi: https://doi.org/10.1101/2020.05.15.066662
Christopher D. Barratt
1German Centre for Integrative Biodiversity Research (iDiv), Halle-Jena-Leipzig, Deutscher Platz 5e, Leipzig 04103, Germany
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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  • For correspondence: c.d.barratt@gmail.com
Jack D. Lester
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Paolo Gratton
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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  • ORCID record for Paolo Gratton
Renske E. Onstein
1German Centre for Integrative Biodiversity Research (iDiv), Halle-Jena-Leipzig, Deutscher Platz 5e, Leipzig 04103, Germany
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Ammie K. Kalan
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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  • ORCID record for Ammie K. Kalan
Maureen S. McCarthy
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Gaëlle Bocksberger
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Lauren C. White
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Linda Vigilant
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Paula Dieguez
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Barrie Abdulai
3Energy Sector Utility Reform Project, 17E Wilkinson Road Freetown, Sierra Leone
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Thierry Aebischer
4Conservation et Plan d’aménagement de l’Aire de Conservation de Chinko, African Parks Network, Chinko Project, Kocho, RCA and active collaborator of the University of Fribourg, WegmannLab, Switzerland
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Anthony Agbor
5African Parks Centurion Building, The Oval Corner Meadowbrook Lane and Sloane Street P.O. Box 2336, Lonehill 2062, RSA
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Alfred Kwabena Assumang
6Department of Wildlife and Range Management, Faculty of Renewable Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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Emma Bailey
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Mattia Bessone
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
7School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
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Bartelijntje Buys
8Chimbo Foundation, Huningspaed 6, 8567 LL Oudemirdum, Netherlands
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Joana Silva Carvalho
7School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
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Rebecca Chancellor
9West Chester University, Depts of Anthropology & Sociology and Psychology, West Chester, PA, 19382 USA
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Heather Cohen
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Emmanuel Danquah
6Department of Wildlife and Range Management, Faculty of Renewable Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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Tobias Deschner
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Zacharie Nzooh Dongmo
10World Wide Fund for Nature, Panda House Bastos, BP 6776 Yaounde, Cameroon
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11Sekakoh Organization, Bafoussam, Cameroon
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12Antwerp Zoo Foundation, Antwerp Zoo Society, Koningin Astridplein 20-26, 2018 Antwerpen, Belgium
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Chris S. Duvall
13Department of Geography and Environmental Studies, University of New Mexico, Albuquerque, NM 87131, USA
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Manasseh Eno-Nku
10World Wide Fund for Nature, Panda House Bastos, BP 6776 Yaounde, Cameroon
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10World Wide Fund for Nature, Panda House Bastos, BP 6776 Yaounde, Cameroon
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14IRD (The French National Research Institute for Development), France
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Rosa Garriga
15Tacugama Chimpanzee Sanctuary, PO Box 469, Freetown, Sierra Leone, West Africa
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Sylvain Gatti
16West African Primate Conservation Action (WAPCA), PO Box MB239, Accra GA-161-7942, Ghana
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Annemarie Goedmakers
6Department of Wildlife and Range Management, Faculty of Renewable Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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Anne-Céline Granjon
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Dismas Hakizimana
18Department of Biology, University of Burundi, Burundi
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19Jane Goodall Institute Spain and Senegal, Dindefelo Biological Station, Dindefelo, Kedougou, Senegal
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2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Daniela Hedwig
20Elephant Listening Project, Center for Conservation Bioacoustics, Cornell Lab of Ornithology, Cornell University, 159 Sapsucker Woods Road, 14850 Ithaca, USA
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21WWF Germany, Reinhardtstr. 18, 10117 Berlin, Germany
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Veerle Hermans
22Taï Chimpanzee Project, CSRS, BP 1301, Abidjan 01, Côte d’Ivoire
23Centre for Research and Conservation, Antwerp Zoo Society, Koningin Astridplein 20-26, 2018 Antwerpen, Belgium
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Sorrel Jones
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Jessica Junker
1German Centre for Integrative Biodiversity Research (iDiv), Halle-Jena-Leipzig, Deutscher Platz 5e, Leipzig 04103, Germany
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Parag Kadam
24University of Cambridge, Pembroke Street, Cambridge, CB2 3QG, UK
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Mohamed Kambi
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Célestin Yao Kouakou
25Université Jean Lorougnon Guédé, BP 150 Daloa, Côte d’Ivoire
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Kouamé Paul N’Goran
10World Wide Fund for Nature, Panda House Bastos, BP 6776 Yaounde, Cameroon
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Kevin E. Langergraber
26School of Human Evolution and Social Change, Arizona State University, Tempe, AZ, 85281, USA
27Institute of Human Origins, Arizona State University, TEmpe, AZ, 85281, USA
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Juan Lapuente
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
28Comoé Chimpanzee Conservation Project, Comoé National Park, Kakpin, Côte d’Ivoire
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Anne Laudisoit
29Ecohealth Alliance, 460 west 34th street, Ste1701, 10001 New York, USA
30University of Antwerp, Campus Drie Eiken, lokaal D.133, Universiteitsplein 1 - 2610 Antwerpen, Belgium
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Kevin C. Lee
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
26School of Human Evolution and Social Change, Arizona State University, Tempe, AZ, 85281, USA
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Fiona Maisels
31Wildlife Conservation Society (WCS), Bronx, New York, USA
32Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, Scotland, UK
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Bethan Morgan
32Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, Scotland, UK
33San Diego Zoo Global, 15600 San Pasqual Valley Road, Escondido, CA 92027-7000, USA
34Ebo Forest Research Project, BP 3055, messa, Yaounde, Cameroon
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David Morgan
35Lester E Fisher Center for the Study and Conservation of Apes, Lincoln Park Zoo, Chicago, IL, 60614, USA
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Emily Neil
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Sonia Nicholl
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Louis Nkembi
36Environment and Rural Development Foundation, PO Box 189 Buea, Cameroon
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10World Wide Fund for Nature, Panda House Bastos, BP 6776 Yaounde, Cameroon
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37Panthera, 8 W 40TH ST, New York, NY 10018, USA
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2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Liliana Pacheco
38WARA Conservation Project – GALF, République de Guinée
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7School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
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39The Jane Goodall Institute, 1595 Spring Hill Road, Suite 550, Vienna, VA, 22182, USA
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40Key Biodiversity Area Secretariat, c/o BirdLife International, David Attenborough Building, Pembroke Street, Cambridge CB2 3QZ, UK
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41West Chester University, Department of Psychology, West Chester, PA, 19382 USA
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42Washington University in St. Louis, Department of Anthropology, Saint Louis, MO, 63130, USA
43Wildlife Conservation Society, Congo Program, Brazzaville, Republic of Congo
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Volker Sommer
44Gashaka Primate Project, 663001 Serti, Taraba State, Nigeria
45University College London, Department of Anthropology, London WC1E 6BT, UK
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Tenekwetche Sop
1German Centre for Integrative Biodiversity Research (iDiv), Halle-Jena-Leipzig, Deutscher Platz 5e, Leipzig 04103, Germany
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Fiona A. Stewart
7School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
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Jacqueline Sunderland-Groves
46Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada
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Nikki Tagg
23Centre for Research and Conservation, Antwerp Zoo Society, Koningin Astridplein 20-26, 2018 Antwerpen, Belgium
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Angelique Todd
47WWF-CAR, Bangui, Central African Republic
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Els Ton
6Department of Wildlife and Range Management, Faculty of Renewable Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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Joost van Schijndel
6Department of Wildlife and Range Management, Faculty of Renewable Natural Resources, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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Hilde VanLeeuwe
31Wildlife Conservation Society (WCS), Bronx, New York, USA
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Elleni Vendras
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Adam Welsh
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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José Francisco Carminatti Wenceslau
8Chimbo Foundation, Huningspaed 6, 8567 LL Oudemirdum, Netherlands
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Erin G. Wessling
48Department of Human Evolutionary Biology, Harvard University, 11 Divinity Ave, 02138 Cambridge, MA, USA
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Jacob Willie
23Centre for Research and Conservation, Antwerp Zoo Society, Koningin Astridplein 20-26, 2018 Antwerpen, Belgium
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Roman M. Wittig
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
22Taï Chimpanzee Project, CSRS, BP 1301, Abidjan 01, Côte d’Ivoire
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Nakashima Yoshihiro
49College of Bioresource Science, Nihon University, 1866 Kameino, Fujisawa, Kanagawa 252-0880, Japan
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Yisa Ginath Yuh
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
50University of Concordia, 1455 Boulevard de Maisonneuve O, Montréal, QC H3G 1M8, Canada
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Kyle Yurkiw
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
51Pan Verus Project Outamba-Kilimi National Park, Sierra Leone
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Christophe Boesch
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Mimi Arandjelovic
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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Hjalmar Kühl
1German Centre for Integrative Biodiversity Research (iDiv), Halle-Jena-Leipzig, Deutscher Platz 5e, Leipzig 04103, Germany
2Max Planck Institute for Evolutionary Anthropology, Department of Primatology, Deutscher Platz 6, Leipzig 04103, Germany
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  • Abstract
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Abstract

Aim Paleoclimate reconstructions have enhanced our understanding of how past climates may have shaped present-day biodiversity. We hypothesize that habitat stability in historical Afrotropical refugia played a major role in the habitat suitability and persistence of chimpanzees (Pan troglodytes) during the late Quaternary. We aimed to build a dynamic model of changing habitat suitability for chimpanzees at fine spatio-temporal scales to provide a new resource for understanding their ecology, behaviour and evolution.

Location Afrotropics.

Taxon Chimpanzee (Pan troglodytes), including all four subspecies (P. t. verus, P. t. ellioti, P. t. troglodytes, P. t. schweinfurthii).

Methods We used downscaled bioclimatic variables representing monthly temperature and precipitation estimates, historical human population density data and an extensive database of georeferenced presence points to infer chimpanzee habitat suitability at 62 paleoclimatic time periods across the Afrotropics based on ensemble species distribution models. We mapped habitat stability over time using an approach that accounts for dispersal between time periods, and compared our modelled stability estimates to existing knowledge of Afrotropical refugia. Our models cover a spatial resolution of 0.0467 degrees (approximately 5.19 km2 grid cells) and a temporal resolution of every 1,000–4,000 years dating back to the Last Interglacial (120,000 BP).

Results Our results show high habitat stability concordant with known historical forest refugia across Africa, but suggest that their extents are underestimated for chimpanzees. We provide the first fine-grained dynamic map of historical chimpanzee habitat suitability since the Last Interglacial which is suspected to have influenced a number of ecological-evolutionary processes, such as the emergence of complex patterns of behavioural and genetic diversity.

Main Conclusions We provide a novel resource that can be used to reveal spatio-temporally explicit insights into the role of refugia in determining chimpanzee behavioural, ecological and genetic diversity. This methodology can be applied to other taxonomic groups and geographic areas where sufficient data are available.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵† Deceased

  • Conflicts of interest: None declared

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Late Quaternary habitat suitability models for chimpanzees (Pan troglodytes) since the Last Interglacial (120,000 BP)
Christopher D. Barratt, Jack D. Lester, Paolo Gratton, Renske E. Onstein, Ammie K. Kalan, Maureen S. McCarthy, Gaëlle Bocksberger, Lauren C. White, Linda Vigilant, Paula Dieguez, Barrie Abdulai, Thierry Aebischer, Anthony Agbor, Alfred Kwabena Assumang, Emma Bailey, Mattia Bessone, Bartelijntje Buys, Joana Silva Carvalho, Rebecca Chancellor, Heather Cohen, Emmanuel Danquah, Tobias Deschner, Zacharie Nzooh Dongmo, Osiris A. Doumbé, Jef Dupain, Chris S. Duvall, Manasseh Eno-Nku, Gilles Etoga, Anh Galat-Luong, Rosa Garriga, Sylvain Gatti, Andrea Ghiurghi, Annemarie Goedmakers, Anne-Céline Granjon, Dismas Hakizimana, Nadia Haydar, Josephine Head, Daniela Hedwig, Ilka Herbinger, Veerle Hermans, Sorrel Jones, Jessica Junker, Parag Kadam, Mohamed Kambi, Ivonne Kienast, Célestin Yao Kouakou, Kouamé Paul N’Goran, Kevin E. Langergraber, Juan Lapuente, Anne Laudisoit, Kevin C. Lee, Fiona Maisels, Deborah Moore, Bethan Morgan, David Morgan, Emily Neil, Sonia Nicholl, Louis Nkembi, Anne Ntongho, Christopher Orbell, Lucy Jayne Ormsby, Liliana Pacheco, Alex K. Piel, Lilian Pintea, Andrew J. Plumptre, Aaron Rundus, Crickette Sanz, Volker Sommer, Tenekwetche Sop, Fiona A. Stewart, Jacqueline Sunderland-Groves, Nikki Tagg, Angelique Todd, Els Ton, Joost van Schijndel, Hilde VanLeeuwe, Elleni Vendras, Adam Welsh, José Francisco Carminatti Wenceslau, Erin G. Wessling, Jacob Willie, Roman M. Wittig, Nakashima Yoshihiro, Yisa Ginath Yuh, Kyle Yurkiw, Christophe Boesch, Mimi Arandjelovic, Hjalmar Kühl
bioRxiv 2020.05.15.066662; doi: https://doi.org/10.1101/2020.05.15.066662
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Late Quaternary habitat suitability models for chimpanzees (Pan troglodytes) since the Last Interglacial (120,000 BP)
Christopher D. Barratt, Jack D. Lester, Paolo Gratton, Renske E. Onstein, Ammie K. Kalan, Maureen S. McCarthy, Gaëlle Bocksberger, Lauren C. White, Linda Vigilant, Paula Dieguez, Barrie Abdulai, Thierry Aebischer, Anthony Agbor, Alfred Kwabena Assumang, Emma Bailey, Mattia Bessone, Bartelijntje Buys, Joana Silva Carvalho, Rebecca Chancellor, Heather Cohen, Emmanuel Danquah, Tobias Deschner, Zacharie Nzooh Dongmo, Osiris A. Doumbé, Jef Dupain, Chris S. Duvall, Manasseh Eno-Nku, Gilles Etoga, Anh Galat-Luong, Rosa Garriga, Sylvain Gatti, Andrea Ghiurghi, Annemarie Goedmakers, Anne-Céline Granjon, Dismas Hakizimana, Nadia Haydar, Josephine Head, Daniela Hedwig, Ilka Herbinger, Veerle Hermans, Sorrel Jones, Jessica Junker, Parag Kadam, Mohamed Kambi, Ivonne Kienast, Célestin Yao Kouakou, Kouamé Paul N’Goran, Kevin E. Langergraber, Juan Lapuente, Anne Laudisoit, Kevin C. Lee, Fiona Maisels, Deborah Moore, Bethan Morgan, David Morgan, Emily Neil, Sonia Nicholl, Louis Nkembi, Anne Ntongho, Christopher Orbell, Lucy Jayne Ormsby, Liliana Pacheco, Alex K. Piel, Lilian Pintea, Andrew J. Plumptre, Aaron Rundus, Crickette Sanz, Volker Sommer, Tenekwetche Sop, Fiona A. Stewart, Jacqueline Sunderland-Groves, Nikki Tagg, Angelique Todd, Els Ton, Joost van Schijndel, Hilde VanLeeuwe, Elleni Vendras, Adam Welsh, José Francisco Carminatti Wenceslau, Erin G. Wessling, Jacob Willie, Roman M. Wittig, Nakashima Yoshihiro, Yisa Ginath Yuh, Kyle Yurkiw, Christophe Boesch, Mimi Arandjelovic, Hjalmar Kühl
bioRxiv 2020.05.15.066662; doi: https://doi.org/10.1101/2020.05.15.066662

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