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Tucker MA, Schipper AM, Adams TSF, Attias N, Avgar T, Babic NL, Barker KJ, Bastille-Rousseau G, Behr DM, Belant JL, Beyer DE, Blaum N, Blount JD, Bockmühl D, Pires Boulhosa RL, Brown MB, Buuveibaatar B, Cagnacci F, Calabrese JM, Černe R, Chamaillé-Jammes S, Chan AN, Chase MJ, Chaval Y, Chenaux-Ibrahim Y, Cherry SG, Ćirović D, Çoban E, Cole EK, Conlee L, Courtemanch A, Cozzi G, Davidson SC, DeBloois D, Dejid N, DeNicola V, Desbiez ALJ, Douglas-Hamilton I, Drake D, Egan M, Eikelboom JAJ, Fagan WF, Farmer MJ, Fennessy J, Finnegan SP, Fleming CH, Fournier B, Fowler NL, Gantchoff MG, Garnier A, Gehr B, Geremia C, Goheen JR, Hauptfleisch ML, Hebblewhite M, Heim M, Hertel AG, Heurich M, Hewison AJM, Hodson J, Hoffman N, Hopcraft JGC, Huber D, Isaac EJ, Janik K, Ježek M, Johansson Ö, Jordan NR, Kaczensky P, Kamaru DN, Kauffman MJ, Kautz TM, Kays R, Kelly AP, Kindberg J, Krofel M, Kusak J, Lamb CT, LaSharr TN, Leimgruber P, Leitner H, Lierz M, Linnell JDC, Lkhagvaja P, Long RA, López-Bao JV, Loretto MC, Marchand P, Martin H, Martinez LA, McBride RT, McLaren AAD, Meisingset E, Melzheimer J, Merrill EH, Middleton AD, Monteith KL, Moore SA, Van Moorter B, Morellet N, Morrison T, Müller R, Mysterud A, Noonan MJ, O'Connor D, Olson D, Olson KA, Ortega AC, Ossi F, Panzacchi M, Patchett R, Patterson BR, de Paula RC, Payne J, Peters W, Petroelje TR, Pitcher BJ, Pokorny B, Poole K, Potočnik H, Poulin MP, Pringle RM, Prins HHT, Ranc N, Reljić S, Robb B, Röder R, Rolandsen CM, Rutz C, Salemgareyev AR, Samelius G, Sayine-Crawford H, Schooler S, Şekercioğlu ÇH, Selva N, Semenzato P, Sergiel A, Sharma K, Shawler AL, Signer J, Silovský V, Silva JP, Simon R, Smiley RA, Smith DW, Solberg EJ, Ellis-Soto D, Spiegel O, Stabach J, Stacy-Dawes J, Stahler DR, Stephenson J, Stewart C, Strand O, Sunde P, Svoboda NJ, Swart J, Thompson JJ, Toal KL, Uiseb K, VanAcker MC, Velilla M, Verzuh TL, Wachter B, Wagler BL, Whittington J, Wikelski M, Wilmers CC, Wittemyer G, Young JK, Zięba F, Zwijacz-Kozica T, Huijbregts MAJ, Mueller T. Behavioral responses of terrestrial mammals to COVID-19 lockdowns. Science 2023; 380:1059-1064. [PMID: 37289888 DOI: 10.1126/science.abo6499] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/27/2023] [Indexed: 06/10/2023]
Abstract
COVID-19 lockdowns in early 2020 reduced human mobility, providing an opportunity to disentangle its effects on animals from those of landscape modifications. Using GPS data, we compared movements and road avoidance of 2300 terrestrial mammals (43 species) during the lockdowns to the same period in 2019. Individual responses were variable with no change in average movements or road avoidance behavior, likely due to variable lockdown conditions. However, under strict lockdowns 10-day 95th percentile displacements increased by 73%, suggesting increased landscape permeability. Animals' 1-hour 95th percentile displacements declined by 12% and animals were 36% closer to roads in areas of high human footprint, indicating reduced avoidance during lockdowns. Overall, lockdowns rapidly altered some spatial behaviors, highlighting variable but substantial impacts of human mobility on wildlife worldwide.
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Affiliation(s)
- Marlee A Tucker
- Department of Environmental Science, Radboud Institute for Biological and Environmental Sciences, Radboud University, P.O. Box 9010, 6500, GL Nijmegen, the Netherlands
| | - Aafke M Schipper
- Department of Environmental Science, Radboud Institute for Biological and Environmental Sciences, Radboud University, P.O. Box 9010, 6500, GL Nijmegen, the Netherlands
| | | | - Nina Attias
- Instituto de Conservação de Animais Silvestres (ICAS), Campo Grande, Mato Grosso do Sul, Brazil
- Department of Wildlife Ecology and Conservation, University of Florida, Gainesville, FL, USA
| | - Tal Avgar
- Department of Wildland Resources and the Ecology Center, Utah State University, Logan, UT 84322 USA
| | - Natarsha L Babic
- School of Biological Sciences, Monash University, Clayton, Victoria 3800, Australia
| | - Kristin J Barker
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, Berkeley, CA 94720 USA
| | | | - Dominik M Behr
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse 190, CH - 8057 Zürich
- Botswana Predator Conservation, Private Bag 13, Maun, Botswana
| | - Jerrold L Belant
- Department of Fisheries and Wildlife, Michigan State University, 480 Wilson Road, East Lansing, MI 48824, USA
| | - Dean E Beyer
- Department of Fisheries and Wildlife, Michigan State University, 480 Wilson Road, East Lansing, MI 48824, USA
| | - Niels Blaum
- University of Potsdam, Plant Ecology and Nature Conservation, Am Mühlenberg 3, 14476 Potsdam, Germany
| | - J David Blount
- School of Biological Sciences, University of Utah, 257 S 1400 E, Salt Lake City, UT 84112, USA
| | - Dirk Bockmühl
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315 Berlin, Germany
| | | | - Michael B Brown
- Giraffe Conservation Foundation, Eros, PO Box 86099, Windhoek, Namibia
- Smithsonian National Zoo and Conservation Biology Institute, Conservation Ecology Center, 1500 Remount Rd, Front Royal, VA, 22630, USA
| | | | - Francesca Cagnacci
- Animal Ecology Unit, Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38010 San Michele all'Adige, Italy
| | - Justin M Calabrese
- Center for Advanced Systems Understanding (CASUS), Goerlitz, Germany
- Department of Biology, University of Maryland, College Park, 4094 Campus Dr, College Park, MA, USA
| | - Rok Černe
- Slovenia Forest service, Večna pot 2, 1000 Ljubljana, Slovenia
| | - Simon Chamaillé-Jammes
- CEFE, CNRS, Univ Montpellier, EPHE, IRD, Montpellier, France
- Mammal Research Institute, Department of Zoology and Entomology, University of Pretoria, South Africa
| | - Aung Nyein Chan
- Smithsonian National Zoo and Conservation Biology Institute, Conservation Ecology Center, 1500 Remount Rd, Front Royal, VA, 22630, USA
- Dept. Fish, Wildlife and Conservation Biology, Colorado State University, Fort Collins, CO 80525, USA
| | | | - Yannick Chaval
- Université de Toulouse, INRAE, CEFS, F-31326 Castanet-Tolosan, France
- LTSER ZA PYRénées GARonne, F-31320 Auzeville-Tolosane, France
| | - Yvette Chenaux-Ibrahim
- Department of Biology and Environment, Grand Portage Band of Lake Superior Chippewa, Grand Portage, MN 55605 USA
| | - Seth G Cherry
- Parks Canada Agency, Box 220, Radium Hot Springs, BC, V0A 1M0, Canada
| | - Duško Ćirović
- Faculty of Biology, University of Belgrade, Studentski trg 16, 11000 Belgrade, Serbia
| | - Emrah Çoban
- KuzeyDoğa Society, Ortakapı Mah. Şehit Yusuf Cad. 69, 36100 Kars, Turkey
| | - Eric K Cole
- U.S. Fish and Wildlfe Service, National Elk Refuge, PO Box 510, Jackson, WY 83001
| | - Laura Conlee
- Missouri Department of Conservation, Columbia, MO, 65201, USA
| | | | - Gabriele Cozzi
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse 190, CH - 8057 Zürich
- Botswana Predator Conservation, Private Bag 13, Maun, Botswana
| | - Sarah C Davidson
- Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany
- Department of Biology, University of Konstanz, 78464 Konstanz, Germany
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, 43210 Columbus, OH, USA
| | | | - Nandintsetseg Dejid
- Senckenberg Biodiversity and Climate Research Centre, Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | | | - Arnaud L J Desbiez
- Instituto de Conservação de Animais Silvestres (ICAS), Campo Grande, Mato Grosso do Sul, Brazil
- Royal Zoological Society of Scotland (RZSS), Murrayfield, Edinburgh, UK
- Instituto de Pesquisas Ecológicas (IPÊ), Nazaré Paulista, São Paulo, Brazil
| | - Iain Douglas-Hamilton
- Save the Elephants, Marula Manor, Marula Lane, Karen, Nairobi 00200, Kenya
- Department of Zoology, Oxford University, Oxford OX1 3PS, UK
| | - David Drake
- Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI, 53706 USA
| | - Michael Egan
- Cooperative Wildlife Research Laboratory, Southern Illinois University, Carbondale, IL, 62901
- LTSER ZA PYRénées GARonne, F-31320 Auzeville-Tolosane, France
| | - Jasper A J Eikelboom
- Wildlife Ecology and Conservation Group, Wageningen University and Research, Droevendaalsesteeg 3a, 6708 PB, Wageningen, Netherlands
| | - William F Fagan
- Department of Biology, University of Maryland, College Park, 4094 Campus Dr, College Park, MA, USA
| | - Morgan J Farmer
- Department of Forest and Wildlife Ecology, University of Wisconsin, 1630 Linden Drive, Madison, WI 53706 USA
| | - Julian Fennessy
- Giraffe Conservation Foundation, Eros, PO Box 86099, Windhoek, Namibia
| | - Shannon P Finnegan
- Global Wildlife Conservation Center, State University of New York College of Environmental Science and Forestry, 1 Forestry Drive, Syracuse, NY 13210, USA
| | - Christen H Fleming
- Department of Biology, University of Maryland, College Park, 4094 Campus Dr, College Park, MA, USA
- Smithsonian Conservation Biology Institute, 1500 Remount Rd, Front Royal, VA, USA
| | - Bonnie Fournier
- Wildlife and Fish Division, Department of Environment and Natural Resources, Government of the Northwest Territories, P.O. Box 1320, Yellowknife, NT, Canada
| | - Nicholas L Fowler
- Global Wildlife Conservation Center, State University of New York College of Environmental Science and Forestry, 1 Forestry Drive, Syracuse, NY 13210, USA
- Alaska Department of Fish and Game, 43961 Kalifornsky Beach Road, Suite B, Soldotna, AK 99669, USA
| | - Mariela G Gantchoff
- State University of New York College of Environmental Science and Forestry, Syracuse, NY 13210, USA
- Department of Biology, College of Arts and Sciences, University of Dayton, Dayton, OH 45469 USA
| | - Alexandre Garnier
- Université de Toulouse, INRAE, CEFS, F-31326 Castanet-Tolosan, France
- Parc National des Pyrénées, 65000 Tarbes, France
| | - Benedikt Gehr
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Chris Geremia
- Yellowstone Center for Resources, PO Box 168, Yellowstone National Park, WY 82190
| | - Jacob R Goheen
- Department of Zoology and Physiology, University of Wyoming, Laramie, WY 82071 USA
| | - Morgan L Hauptfleisch
- Biodiversity Research Centre, Namibia University of Science and Technnology Pvt bag 13388 Windhoek, Namibia
| | - Mark Hebblewhite
- Wildlife Biology Program, Franke College of Forestry and Conservation, University of Montana, Missoula, MT, 59801
| | - Morten Heim
- Norwegian Institute for Nature Research, Terrestrial Ecology Department, P.O. Box 5685 Torgarden, 7485 Trondheim, Norway
| | - Anne G Hertel
- Behavioural Ecology, Department of Biology, Ludwig Maximilian University of Munich, Großhaderner Str. 2, 82152 Planegg-Martinsried, Germany
| | - Marco Heurich
- Department of Visitor Management and National Park Monitoring, Bavarian Forest National Park, Freyunger Straße 2, 94481 Grafenau, Germany
- Chair of Wildlife Ecology and Conservation Biology, Faculty of Environment and Natural Resources, University of Freiburg, Tennenbacher Straße 4, 79106 Freiburg, Germany
- Institute for forest and wildlife management, Faculty of Applied Ecology, Agricultural Sciences and Biotechnology, Campus Evenstad, Inland Norway University of Applied Science, NO-2480 Koppang, Norway
| | - A J Mark Hewison
- Université de Toulouse, INRAE, CEFS, F-31326 Castanet-Tolosan, France
- LTSER ZA PYRénées GARonne, F-31320 Auzeville-Tolosane, France
| | - James Hodson
- Wildlife and Fish Division, Department of Environment and Natural Resources, Government of the Northwest Territories, P.O. Box 1320, Yellowknife, NT Canada X1A 2L9
| | - Nicholas Hoffman
- Ecological Program, Pennsylvania Department of Military and Veterans Affairs, Fort Indiantown Gap National Guard Training Center, Annville, PA 17003, USA
| | - J Grant C Hopcraft
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow UK G12 8QQ
| | - Djuro Huber
- Veterinary Biology Department, Faculty of Veterinary Medicine, University of Zagreb, Heinzelova 55, HR-10000 Zagreb, Croatia
| | - Edmund J Isaac
- Department of Biology and Environment, Grand Portage Band of Lake Superior Chippewa, Grand Portage, MN 55605 USA
| | - Karolina Janik
- City of New York Parks and Recreation, Wildlife Unit, 1234 5th Avenue, 5th Floor, NY 10029
| | - Miloš Ježek
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, Czech Republic
| | - Örjan Johansson
- Grimsö Wildlife Research Station, Swedish University of Agricultural Sciences, 739 93, Riddarhyttan, Sweden
- Snow Leopard Trust, 4649 Sunnyside Avenue North, Seattle, WA 98103, USA
| | - Neil R Jordan
- Botswana Predator Conservation, Private Bag 13, Maun, Botswana
- Centre for Ecosystem Science, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, NSW, 2052, Australia
- Taronga Institute of Science and Learning, Taronga Conservation Society, Sydney, NSW, 2088, Australia
| | - Petra Kaczensky
- Inland Norway University of Applied Sciences, Department of Forestry and Wildlife Management, Norway
- University of Veterinary Medicine Vienna, Research Institute of Wildlife Ecology, Austria
| | - Douglas N Kamaru
- Department of Zoology and Physiology, University of Wyoming, Laramie, WY 82071 USA
- Wildlife Department, Ol Pejeta Conservancy, Private Bag-10400, Nanyuki, Kenya
| | - Matthew J Kauffman
- U.S. Geological Survey, Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, Laramie, WY 82071, USA
| | - Todd M Kautz
- Global Wildlife Conservation Center, State University of New York College of Environmental Science and Forestry, 1 Forestry Drive, Syracuse, NY 13210, USA
| | - Roland Kays
- North Carolina Museum of Natural Sciences, Raleigh, NC, 27601, USA
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, 27695, USA
| | - Allicia P Kelly
- Department of Environment and Natural Resources, Government of the Northwest Territories, P.O. Box 2668, Yellowknife, NT Canada X1A 2P9
| | - Jonas Kindberg
- Norwegian Institute for Nature Research, NO-7484 Trondheim, Norway
- Department of Wildlife, Fish and Environmental studies, Swedish University of Agricultural Sciences, SE- 901 83 Umeå, Sweden
| | - Miha Krofel
- Department of Forestry, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, SI-1000 Ljubljana, Slovenia
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research, Alfred- Kowalke- Str. 17, 10315 Berlin, Germany
| | - Josip Kusak
- Veterinary Biology Department, Faculty of Veterinary Medicine, University of Zagreb, Heinzelova 55, HR-10000 Zagreb, Croatia
| | - Clayton T Lamb
- Biological Sciences Centre, University of Alberta, Edmonton, Alberta, T6G 2E9 Canada
| | - Tayler N LaSharr
- Haub School of Environment and Natural Resources, Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, 804 East Fremont, Laramie, WY 82072
| | - Peter Leimgruber
- Smithsonian National Zoo and Conservation Biology Institute, Conservation Ecology Center, 1500 Remount Rd, Front Royal, VA, 22630, USA
| | - Horst Leitner
- Büro für Wildökologie und Forstwirtschaft, Klagenfurth, Austria
| | - Michael Lierz
- Clinic for birds, reptiles, amphibians and fish, Justus-Liebig-University Giessen, Germany
| | - John D C Linnell
- Norwegian Institute for Nature Research, Terrestrial Ecology Department, P.O. Box 5685 Torgarden, 7485 Trondheim, Norway
- Inland Norway University of Applied Sciences, Department of Forestry and Wildlife Management, Anne Evenstads vei 80, 2480 Koppang, Norway
| | | | - Ryan A Long
- Department of Fish and Wildlife Sciences, University of Idaho, Moscow, ID 83844 USA
| | - José Vicente López-Bao
- Biodiversity Research Institute (CSIC - Oviedo University - Principality of Asturias), Oviedo University, E-33600 Mieres, Spain
| | - Matthias-Claudio Loretto
- Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany
- Technical University of Munich, TUM School of Life Sciences, Ecosystem Dynamics and Forest Management Group, 85354 Freising, Germany
- Berchtesgaden National Park, 83471 Berchtesgaden, Germany
| | - Pascal Marchand
- Office Français de la Biodiversité, Direction de la Recherche et de l'Expertise, Unité Ongulés Sauvages, Juvignac, France
| | - Hans Martin
- Wildlife Biology Program, Franke College of Forestry and Conservation, University of Montana, Missoula, MT, 59801
| | - Lindsay A Martinez
- Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, Laramie, WY 82071, USA
| | - Roy T McBride
- Faro Moro Eco Research, Estancia Faro Moro, Departmento de Boquerón, Paraguay
| | - Ashley A D McLaren
- Ontario Ministry of Natural Resources and Forestry, Wildlife Research and Monitoring Section, Trent University, 2140 East Bank Drive, Peterborough, Ontario, K9J 7B8, Canada
- Department of Environment and Natural Resources, Government of the Northwest Territories, Highway 5, PO Box 900, Fort Smith, Northwest Territories, X0E 0P0, Canada
| | - Erling Meisingset
- Department of Forestry and Forestry resources, Norwegian Institute of Bioeconomy Research, Tingvoll gard, NO-6630 Tingvoll, Norway
| | - Joerg Melzheimer
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315 Berlin, Germany
| | - Evelyn H Merrill
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta T6G 2E9, Canada
| | - Arthur D Middleton
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, Berkeley, CA 94720 USA
| | - Kevin L Monteith
- Haub School of Environment and Natural Resources, Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, 804 East Fremont, Laramie, WY 82072
| | - Seth A Moore
- Department of Biology and Environment, Grand Portage Band of Lake Superior Chippewa, Grand Portage, MN 55605 USA
| | - Bram Van Moorter
- Norwegian Institute for Nature Research, Terrestrial Ecology Department, P.O. Box 5685 Torgarden, 7485 Trondheim, Norway
| | - Nicolas Morellet
- Université de Toulouse, INRAE, CEFS, F-31326 Castanet-Tolosan, France
- LTSER ZA PYRénées GARonne, F-31320 Auzeville-Tolosane, France
| | - Thomas Morrison
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow UK G12 8QQ
| | - Rebekka Müller
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315 Berlin, Germany
| | - Atle Mysterud
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, P.O. Box 1066 Blindern, NO-0316 Oslo, Norway
| | - Michael J Noonan
- Department of Biology, University of British Columbia Okanagan, Kelowna, British Columbia, Canada
| | - David O'Connor
- Save Giraffe Now, 8333 Douglas Avenue, Suite 300, Dallas, Texas 75225
- The Faculty of Biological Sciences, Goethe University, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- National Geographic Partners, 1145 17th Street NW, Washington DC 20036, USA
| | | | - Kirk A Olson
- Wildlife Conservation Society, Mongolia Program. Post 20A, Box 21, Ulaanbaatar 14200, Mongolia
| | - Anna C Ortega
- Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, Laramie, WY 82071, USA
- Program in Ecology, University of Wyoming, Laramie, WY 82071 USA
| | - Federico Ossi
- Animal Ecology Unit, Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38010 San Michele all'Adige, Italy
| | - Manuela Panzacchi
- Norwegian Institute for Nature Research, Terrestrial Ecology Department, P.O. Box 5685 Torgarden, 7485 Trondheim, Norway
| | - Robert Patchett
- Centre for Biological Diversity, School of Biology, University of St Andrews, Sir Harold Mitchell Building, St Andrews, KY16 9TH, UK
| | - Brent R Patterson
- Department of Environmental and Life Sciences, Trent University, 2140 East Bank Drive, Peterborough, Ontario K9J 7B8, Canada
- Ontario Ministry of Natural Resources and Forestry, Wildlife Research and Monitoring Section, Trent University, 2140 East Bank Drive, Peterborough, Ontario K9J 7B8, Canada
| | - Rogerio Cunha de Paula
- Centro Nacional de Pesquisa e Conservação de Mamíferos Carnívoros, Instituto Chico Mendes de Conservação da Biodiversidade, Atibaia, SP, 12952011 Brazil
| | - John Payne
- Research Institute of Wildlife Ecology, University of Veterinary Medicine, Vienna, Austria
| | - Wibke Peters
- Department of Biodiversity, Conservation and Wildlife Management, Bavarian State Institute for Forestry, Hans-Carl-von Carlowitz Platz 1, 85354 Freising
| | - Tyler R Petroelje
- Global Wildlife Conservation Center, State University of New York College of Environmental Science and Forestry, 1 Forestry Drive, Syracuse, NY 13210, USA
| | - Benjamin J Pitcher
- Taronga Institute of Science and Learning, Taronga Conservation Society, Sydney, NSW, 2088, Australia
- School of Natural Sciences, Faculty of Science and Engineering, Macquarie University, NSW, 2109, Australia
| | - Boštjan Pokorny
- Faculty of Environmental Protection, Trg mladosti 7, 3320 Velenje, Slovenia
- Slovenian Forestry Institute, Večna pot 2, 1000 Ljubljana, Slovenia
- Department of Biodiversity, Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Glagoljaška 8, 6000 Koper, Slovenia
| | - Kim Poole
- Aurora Wildlife Research, 1918 Shannon Point Rd., Nelson, BC, V1L 6K1 Canada
| | - Hubert Potočnik
- Department of Biology, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1000 Ljubljana, Slovenia
| | - Marie-Pier Poulin
- Department of Zoology and Physiology, University of Wyoming, Laramie, WY, 82071 USA
| | - Robert M Pringle
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544 USA
| | - Herbert H T Prins
- Department of Animal Sciences, Wageningen University and Research, De Elst 1, 6708 WD, Wageningen, Netherlands
| | - Nathan Ranc
- Animal Ecology Unit, Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38010 San Michele all'Adige, Italy
- Université de Toulouse, INRAE, CEFS, F-31326 Castanet-Tolosan, France
- Department of Organismic and Evolutionary Biology, Harvard University, 26 Oxford Street, Cambridge MA 02138, USA
| | - Slaven Reljić
- Veterinary Biology Department, Faculty of Veterinary Medicine, University of Zagreb, Heinzelova 55, HR-10000 Zagreb, Croatia
- Oikon Ltd, Institute of Applied Ecology, Trg Senjskih uskoka 1-2, HR-10020 Zagreb, Croatia
| | - Benjamin Robb
- Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, Laramie, WY 82071, USA
| | - Ralf Röder
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315 Berlin, Germany
| | - Christer M Rolandsen
- Norwegian Institute for Nature Research, Terrestrial Ecology Department, P.O. Box 5685 Torgarden, 7485 Trondheim, Norway
| | - Christian Rutz
- Centre for Biological Diversity, School of Biology, University of St Andrews, Sir Harold Mitchell Building, St Andrews, KY16 9TH, UK
| | - Albert R Salemgareyev
- Association for the Conservation of Biodiversity of Kazakhstan (ACBK), Nur-Sultan, 010000, Kazakhstan
| | - Gustaf Samelius
- Snow Leopard Trust, 4649 Sunnyside Avenue North, Seattle, WA 98103, USA
- Nordens Ark, 456 93 Hunnebostrand, Sweden
| | - Heather Sayine-Crawford
- Wildlife and Fish Division, Department of Environment and Natural Resources, Government of the Northwest Territories, P.O. Box 1320, Yellowknife, NT Canada X1A 2L9
| | - Sarah Schooler
- Global Wildlife Conservation Center, State University of New York College of Environmental Science and Forestry, 1 Forestry Drive, Syracuse, NY 13210, USA
| | - Çağan H Şekercioğlu
- School of Biological Sciences, University of Utah, 257 S 1400 E, Salt Lake City, UT 84112, USA
- KuzeyDoğa Society, Ortakapı Mah. Şehit Yusuf Cad. 69, 36100 Kars, Turkey
- Koç University Department of Molecular Biology and Genetics, Faculty of Sciences, Rumelifeneri, Istanbul, Sarıyer, Turkey
| | - Nuria Selva
- Institute of Nature Conservation Polish Academy of Sciences, Adama Mickiewicza 33, 31-120 Kraków, Poland
- Departamento de Ciencias Integradas, Facultad de Ciencias Experimentales, Centro de Estudios Avanzados en Física, Matemáticas y Computación, Universidad de Huelva, 21071 Huelva, Spain
| | - Paola Semenzato
- Animal Ecology Unit, Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38010 San Michele all'Adige, Italy
- Dimension Research, Ecology and Environment (D.R.E.Am. Italia), Via Garibaldi, 3, 52015 Pratovecchio Stia (AR), Italy
| | - Agnieszka Sergiel
- Institute of Nature Conservation Polish Academy of Sciences, Adama Mickiewicza 33, 31-120 Kraków, Poland
| | - Koustubh Sharma
- Snow Leopard Trust, Seattle, WA 98103, USA
- Global Snow Leopard and Ecosystem Protection Program, Bishkek, Kyrgyzstan
- Snow Leopard Foundation, Kyrgyzstan Bishkek, Kyrgyzstan
- Nature Conservation Foundation, Mysore 570002, India
| | - Avery L Shawler
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, Berkeley, CA 94720 USA
| | - Johannes Signer
- Wildlife Sciences, Faculty of Forest Sciences and Forest Ecology, University of Goettingen, Göttingen Germany
| | - Václav Silovský
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, Czech Republic
| | - João Paulo Silva
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, 4485-661 Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, 4485-661 Vairão, Portugal
| | - Richard Simon
- City of New York Parks and Recreation, Wildlife Unit, 1234 5th Avenue, 5th Floor, NY, NY, 10029
| | - Rachel A Smiley
- Haub School of Environment and Natural Resources, Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, 804 East Fremont, Laramie, WY 82072
| | - Douglas W Smith
- Yellowstone Center for Resources, PO Box 168, Yellowstone National Park, WY 82190
| | - Erling J Solberg
- Norwegian Institute for Nature Research, Terrestrial Ecology Department, P.O. Box 5685 Torgarden, 7485 Trondheim, Norway
| | - Diego Ellis-Soto
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT
- Center for Biodiversity and Global Change, Yale University, New Haven, CT
- Max Planck - Yale Center for Biodiversity Movement and Global Change, Yale University
| | - Orr Spiegel
- School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Jared Stabach
- Smithsonian National Zoo and Conservation Biology Institute, Conservation Ecology Center, 1500 Remount Rd, Front Royal, VA, 22630, USA
| | - Jenna Stacy-Dawes
- San Diego Zoo Wildlife Alliance, 15600 San Pasqual Valley Road, Escondido, CA, 92027 USA
| | - Daniel R Stahler
- Yellowstone Center for Resources, PO Box 168, Yellowstone National Park, WY 82190
| | - John Stephenson
- Grand Teton National Park, PO Drawer 170, Moose, Wyoming 83012 USA
| | - Cheyenne Stewart
- Wyoming Game and Fish Department, 700 Valley View Dr. Sheridan, WY 82801
| | - Olav Strand
- Norwegian Institute for Nature Research, Terrestrial Ecology Department, P.O. Box 5685 Torgarden, 7485 Trondheim, Norway
| | - Peter Sunde
- Aarhus University, Department of Ecoscience - Wildlife Ecology, C.F. Møllers Allé 4-8, 8000 Aarhus C, Denmark
| | | | - Jonathan Swart
- Welgevonden Game Reserve, P.O. Box 433, Vaalwater, South Africa
| | - Jeffrey J Thompson
- Guyra Paraguay - CONACYT, Asunción, Paraguay
- Instituto Saite, Asunción, Paraguay
| | - Katrina L Toal
- City of New York Parks and Recreation, Wildlife Unit, 1234 5th Avenue, 5th Floor, NY, NY, 10029
| | - Kenneth Uiseb
- Ministry of Environment, Forestry and Tourism, Windhoek, Namibia
| | - Meredith C VanAcker
- Smithsonian National Zoo and Conservation Biology Institute, Conservation Ecology Center, 1500 Remount Rd, Front Royal, VA, 22630, USA
- Ecology, Evolution and Environmental Biology, Columbia University, NY, NY 10027
| | - Marianela Velilla
- Guyra Paraguay - CONACYT, Asunción, Paraguay
- Instituto Saite, Asunción, Paraguay
- School of Natural Resources, University of Arizona, 1064 E Lowell St, Tucson, AZ 85719, USA
| | - Tana L Verzuh
- Haub School of Environment and Natural Resources, Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, 804 East Fremont, Laramie, WY 82072
| | - Bettina Wachter
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315 Berlin, Germany
| | - Brittany L Wagler
- Haub School of Environment and Natural Resources, Wyoming Cooperative Fish and Wildlife Research Unit, Department of Zoology and Physiology, University of Wyoming, 804 East Fremont, Laramie, WY 82072
| | - Jesse Whittington
- Park Canada, Banff National Park Resource Conservation. PO Box 900, Banff, Alberta, Canada. T1L 1K2
| | - Martin Wikelski
- Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany
- Centre for the Advanced Study of Collective Behaviour, University of Konstanz, 78457 Konstanz, Germany
| | - Christopher C Wilmers
- Center for Integrated Spatial Research, Environmental Studies Department, University of California, Santa Cruz CA, 95064 USA
| | - George Wittemyer
- Save the Elephants, Marula Manor, Marula Lane, Karen, Nairobi 00200, Kenya
- Department of Fish, Wildlife and Conservation Biology, Colorado State University, Fort Collins, CO 80523
| | - Julie K Young
- USDA National Wildlife Research Center, Predator Research Facility, Millville, UT 84326 USA
- Department of Wildland Resources, Utah State University, Logan, UT 84322 USA
| | - Filip Zięba
- Tatra National Park, Kuźnice 1, 34-500, Zakopane, Poland
| | | | - Mark A J Huijbregts
- Department of Environmental Science, Radboud Institute for Biological and Environmental Sciences, Radboud University, P.O. Box 9010, 6500, GL Nijmegen, the Netherlands
| | - Thomas Mueller
- Smithsonian National Zoo and Conservation Biology Institute, Conservation Ecology Center, 1500 Remount Rd, Front Royal, VA, 22630, USA
- Senckenberg Biodiversity and Climate Research Centre, Senckenberganlage 25, 60325 Frankfurt am Main, Germany
- Department of Biological Sciences, Goethe University, Max-von-Laue-Strasse 9, 60438 Frankfurt am Main, Germany
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