doi: 10.1016/j.tree.2021.11.011.
Biological Earth observation with animal sensors
Collaborators,
Affiliations
Collaborators
-
Supporting authors:
Susanne Åkesson 6 , Yury Anisimov 7 , Aleksey Antonov 8 , Walter Arnold 9 , Franz Bairlein 10 , Oriol Baltà 11 , Diane Baum 12 , Mario Beck 13 , Olga Belonovich 14 , Mikhail Belyaev 15 , Matthias Berger 16 , Peter Berthold 10 , Steffen Bittner 13 , Stephen Blake 17 , Barbara Block 18 , Daniel Bloche 19 , Katrin Boehning-Gaese 20 , Gil Bohrer 21 , Julia Bojarinova 22 , Gerhard Bommas 23 , Oleg Bourski 24 , Albert Bragin 25 , Alexandr Bragin 26 , Rachel Bristol 27 , Vojtěch Brlík 28 , Victor Bulyuk 29 , Francesca Cagnacci 30 , Ben Carlson 31 , Taylor K Chapple 32 , Kalkidan F Chefira 31 , Yachang Cheng 33 , Nikita Chernetsov 34 , Grzegorz Cierlik 35 , Simon S Christiansen 36 , Oriol Clarabuch 11 , William Cochran 37 , Jamie Margaret Cornelius 38 , Iain Couzin 39 , Margret C Crofoot 40 , Sebastian Cruz 41 , Alexander Davydov 42 , Sarah Davidson 43 , Stefan Dech 44 , Dina Dechmann 45 , Ekaterina Demidova 24 , Jan Dettmann 46 , Sven Dittmar 47 , Dmitry Dorofeev 48 , Detlev Drenckhahn 49 , Vladimir Dubyanskiy 50 , Nikolay Egorov 51 , Sophie Ehnbom 52 , Diego Ellis-Soto 31 , Ralf Ewald 53 , Chris Feare 54 , Igor Fefelov 55 , Péter Fehérvári 56 , Wolfgang Fiedler 45 , Andrea Flack 45 , Magnus Froböse 57 , Ivan Fufachev 58 , Pavel Futoran 25 , Vyachaslav Gabyshev 51 , Anna Gagliardo 59 , Stefan Garthe 60 , Sergey Gashkov 61 , Luke Gibson 62 , Wolfgang Goymann 63 , Gerd Gruppe 64 , Chris Guglielmo 65 , Phil Hartl 66 , Anders Hedenström 67 , Arne Hegemann 67 , Georg Heine 68 , Mäggi Hieber Ruiz 45 , Heribert Hofer 69 , Felix Huber 70 , Edward Hurme 71 , Fabiola Iannarilli 72 , Marc Illa 11 , Arkadiy Isaev 51 , Bent Jakobsen 19 , Lukas Jenni 73 , Susi Jenni-Eiermann 73 , Brett Jesmer 74 , Frédéric Jiguet 75 , Tatiana Karimova 24 , N Jeremy Kasdin 76 , Fedor Kazansky 77 , Ruslan Kirillin 51 , Thomas Klinner 78 , Andreas Knopp 79 , Andrea Kölzsch 45 , Alexander Kondratyev 80 , Marco Krondorf 81 , Pavel Ktitorov 82 , Olga Kulikova 82 , R Suresh Kumar 83 , Claudia Künzer 84 , Anatoliy Larionov 51 , Christine Larose 85 , Felix Liechti 73 , Nils Linek 86 , Ashley Lohr 87 , Anna Lushchekina 24 , Kate Mansfield 88 , Maria Matantseva 89 , Mikhail Markovets 29 , Peter Marra 90 , Juan F Masello 91 , Jörg Melzheimer 92 , Myles H M Menz 10 , Stephen Menzie 52 , Swetlana Meshcheryagina 93 , Dale Miquelle 94 , Vladimir Morozov 48 , Andrey Mukhin 42 , Inge Müller 10 , Thomas Mueller 95 , Juan G Navedo 96 , Ran Nathan 97 , Luke Nelson 19 , Zoltán Németh 98 , Scott Newman 99 , Ryan Norris 100 , Olivier Nsengimana 101 , Innokentiy Okhlopkov 51 , Wioleta Oleś 35 , Ruth Oliver 72 , Teague O'Mara 102 , Peter Palatitz 103 , Jesko Partecke 45 , Ryan Pavlick 104 , Anastasia Pedenko 105 , Alys Perry 106 , Julie Pham 31 , Daniel Piechowski 10 , Allison Pierce 107 , Theunis Piersma 108 , Wolfgang Pitz 47 , Dirk Plettemeier 109 , Irina Pokrovskaya 110 , Liya Pokrovskaya 111 , Ivan Pokrovsky 45 , Morrison Pot 112 , Petr Procházka 113 , Petra Quillfeldt 91 , Eldar Rakhimberdiev 114 , Marilyn Ramenofsky 115 , Ajay Ranipeta 72 , Jan Rapczyński 35 , Magdalena Remisiewicz 116 , Viatcheslav Rozhnov 117 , Froukje Rienks 118 , Vyacheslav Rozhnov 24 , Christian Rutz 119 , Vital Sakhvon 120 , Nir Sapir 121 , Kamran Safi 10 , Friedrich Schäuffelhut 16 , David Schimel 104 , Andreas Schmidt 10 , Judy Shamoun-Baranes 122 , Alexander Sharikov 105 , Laura Shearer 123 , Evgeny Shemyakin 51 , Sherub Sherub 124 , Ryan Shipley 10 , Yanina Sica 72 , Thomas B Smith 125 , Sergey Simonov 89 , Katherine Snell 45 , Aleksandr Sokolov 58 , Vasiliy Sokolov 93 , Olga Solomina 126 , Mikhail Soloviev 127 , Fernando Spina 128 , Kamiel Spoelstra 129 , Martin Storhas 16 , Tatiana Sviridova 24 , George Swenson Jr 130 , Phil Taylor 131 , Kasper Thorup 132 , Arseny Tsvey 42 , Marlee Tucker 133 , Sophie Tuppen 106 , Woody Turner 134 , Innocent Twizeyimana 101 , Henk van der Jeugd 135 , Louis van Schalkwyk 136 , Mariëlle van Toor 137 , Pauli Viljoen 138 , Marcel E Visser 139 , Tamara Volkmer 86 , Andrei Volkov 140 , Sergey Volkov 24 , Oleg Volkov 15 , Jan A C von Rönn 141 , Bernd Vorneweg 10 , Bettina Wachter 142 , Jonas Waldenström 137 , Natalie Weber 45 , Martin Wegmann 143 , Aloysius Wehr 144 , Rolf Weinzierl 145 , Johannes Weppler 146 , David Wilcove 147 , Timm Wild 10 , Hannah J Williams 45 , John Wilshire 72 , John Wingfield 148 , Michael Wunder 149 , Anna Yachmennikova 117 , Scott Yanco 150 , Elisabeth Yohannes 45 , Amelie Zeller 151 , Christian Ziegler 10 , Anna Zięcik 35 , Cheryl Zook 152
Affiliations
- 1 Center for Biodiversity and Global Change, Yale University, New Haven, CT 06520, USA; Max Planck Yale Center for Biodiversity Movement and Global Change, Yale University, New Haven, CT 06520, USA; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06520, USA. Electronic address: walter.jetz@yale.edu.
- 2 Institute of Geography, Russian Academy of Sciences, 119017 Moscow, Russia. Electronic address: tertitski@igras.ru.
- 3 North Carolina Museum of Natural Sciences, Raleigh, NC, USA; Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, USA; Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany. Electronic address: rwkays@ncsu.edu.
- 4 Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany.
- 5 Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany; Max Planck Yale Center for Biodiversity Movement and Global Change, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany; Centre for the Advanced Study of Collective Behaviour, University of Konstanz, 78457 Konstanz, Germany. Electronic address: wikelski@ab.mpg.de.
- 6 Department of Biology, Center for Animal Movement Research, Lund University, Lund, Sweden.
- 7 Baikalskiy Nature Reserve, Tanhoi, Russia.
- 8 Khingan State Nature Reserve, Arkhara, Russia.
- 9 Research Institute of Wildlife Ecology, University of Veterinary Medicine, Vienna, Austria.
- 10 Max Planck Institute of Animal Behavior, Radolfzell, Germany.
- 11 Catalan Ornithological Institute, Nat-Museu de Ciències Naturals de Barcelona, Barcelona, Spain.
- 12 Conservation and Fisheries, Ascension Island Government, Ascension Island.
- 13 Rohde & Schwarz INRADIOS GmbH, Dresden, Germany.
- 14 Commander Islands Nature and Biosphere Reserve, Nikolskoye, Russia.
- 15 S.P. Korolev RSC Energia, Korolev, Russia.
- 16 Schäuffelhut Berger GmbH, Unterhaching, Germany.
- 17 Department of Biology, St. Louis University, St. Louis, MO, USA; WildCare Institute, Saint Louis Zoo, 1 Government Drive, Saint Louis, MO 63110, USA.
- 18 Stanford WOODS Institute for the Environment, Stanford, CA, USA.
- 19 Blåvand Birdobservatory, Blåvand, Denmark.
- 20 Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt (Main), Germany; Goethe University Frankfurt am Main, Institute for Ecology, Evolution and Diversity, Frankfurt (Main), Germany.
- 21 Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, USA.
- 22 Department of Vertebrate Zoology, Faculty of Biology, St. Petersburg State University, St. Petersburg, Russia.
- 23 SatCom Consulting, Immenstaad, Germany.
- 24 A.N. Severtsov Institute of Ecology and Evolution, RAS, Moscow, Russia.
- 25 FGBU National Park Kenozersky, Arkhangelsk, Russia.
- 26 Rostov State Biosphere Reserve, Rostov-on-Don, Russia.
- 27 La Batie, Beau Vallon, Mahe, Seychelles.
- 28 Department of Ecology, Charles University, Prague, Czech Republic.
- 29 Zoological Institute, RAS, St. Petersburg, Russia.
- 30 Department of Biodiversity and Molecular Ecology, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy.
- 31 Max Planck Yale Center for Biodiversity Movement and Global Change, Yale University, New Haven, CT, USA.
- 32 Coastal Oregon Marine Experiment Station, Oregon State University, Newport, OR, USA.
- 33 Department of Ecology, Sun Yat-sen University, Shenzhen, China; Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany; Department of Biology, University of Konstanz, Konstanz, Germany.
- 34 Zoological Institute, Russian Academy of Sciences, St. Petersburg, Russia.
- 35 Akcja Carpatica, Rzeszów, Poland.
- 36 Skagen Bird Observatory, BirdLife Denmark, Skagen, Denmark.
- 37 University of Illinois, Urbana-Champaign, IL, USA.
- 38 Department of Integrative Biology, Oregon State University, Corvallis, OR, USA.
- 39 Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Konstanz, Germany; Department of Collective Behavior, Max Planck Institute of Animal Behavior, Konstanz, Germany.
- 40 Department of the Ecology of Animal Societies, Max Planck Institute of Animal Behavior, Konstanz, Germany.
- 41 independent researcher.
- 42 Biological Station Rybachy of Zoological Institute of Russian Academy of Sciences, St. Petersburg, Russia.
- 43 Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, USA; Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany; Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Konstanz, Germany.
- 44 German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, Germany.
- 45 Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany.
- 46 Telecommunications and Integrated Applications, European Space Agency, Harwell Oxford, UK.
- 47 SpaceTech GmbH, Immenstaad, Germany.
- 48 All-Russian Research Institute for Environmental Protection, Moscow, Russia.
- 49 former spokesperson of the Leopoldina Commission for Environmental Sciences, Halle, Germany and former president of the Word Wide Fund for Nature, Berlin, Germany.
- 50 Stavropol Plague Control Institute, Stavropol, Russia.
- 51 Institute for Biological Problems of Cryolithozone, RAS, Yakutsk, Russia.
- 52 Falsterbo Fågelstation/Falsterbo Bird Observatory, Falsterbo, Sweden.
- 53 German Space Agency, Civil Security and Regulatory Affairs, German Aerospace Center (DLR), Bonn, Germany.
- 54 WildWings Bird Management, Haslemere, Surrey, UK.
- 55 Irkutsk State University, Irkutsk, Russia.
- 56 Department of Biomathematics and Informatics, University of Veterinary Medicine, Budapest, Hungary.
- 57 Context Film, Munich, Germany.
- 58 Arctic Research Station of Institute of Plant and Animal Ecology, UB RAS, Labytnangi, Russia.
- 59 Department of Biology, University of Pisa, Pisa, Italy.
- 60 ECOLAB - Group Animal Ecology, Conservation & Science Communication, Christian-Albrechts-Universität zu Kiel, Germany.
- 61 National Research Tomsk State University, Tomsk, Russia.
- 62 School of Environmental Science and Engineering, Southern University of Science and Technology, Shenzhen, China.
- 63 Department for Behavioural Neurobiology, Max Planck Institute for Ornithology, Seewiesen, Germany.
- 64 Space Administration, German Aerospace Center (DLR), Bonn, Germany.
- 65 Department of Biology, Advanced Facility for Avian Research, University of Western Ontario, London, ON, Canada.
- 66 Munich, Germany.
- 67 Department of Biology, Lund University, Lund, Sweden.
- 68 University of Konstanz, Konstanz, Germany.
- 69 Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany; Department of Veterinary Medicine, Berlin, Germany.
- 70 Steinbeis-Transferzentrum Raumfahrt, Gäufelden, Germany; GSOC - Deutsches Zentrum für Luft- und Raumfahrt (DLR), Oberpfaffenhofen, Germany.
- 71 Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Konstanz, Germany and Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany.
- 72 Max Planck Yale Center for Biodiversity Movement, Yale University, New Haven, CT, USA.
- 73 Swiss Ornithological Institute, Sempach, Switzerland.
- 74 Max Planck Yale Center for Biodiversity Movement and Gobal Change, Yale University, New Haven, CT, USA; Department of Fish and Wildlife Conservation, Virginia Tech, Blacksburg, VA 2406, USA.
- 75 FJ, UMR7204 CESCO, MNHN-CNRS-Sorbonne Université, Paris, France.
- 76 Professor of Mechanical and Aerospace Engineering, Emeritus, Princeton University, Princeton, NJ, USA.
- 77 Kronotsky State Biosphere Reserve, Russia.
- 78 Verein Jordsand, Inselhof, Greifswalder Oie, Germany.
- 79 Institute of Information Technology, Universität der Bundeswehr, Munich, Germany.
- 80 Institute of Biological Problems of the North, FEB RAS, Magadan, Russia.
- 81 Chair of Communication Technology, HTWK, Leipzig, Germany.
- 82 Institute of Biological Problems of the North, FEB RAS, Russia.
- 83 Department of Endangered Species Management, Wildlife Institute of India, Chandrabani, Dehradun, Uttarakhand, India.
- 84 German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Wessling, Germany; Institute of Geography and Geology, University of Wuerzburg, Wuerzburg, Germany.
- 85 WildWings Bird Management, Pointe au Sel, Au Cap, Mahe, Seychelles.
- 86 Max Planck Institute of Animal Behavior, Radolfzell, Germany; Department of Biology, University of Konstanz, Konstanz, Germany.
- 87 North Carolina Museum of Natural Sciences, Raleigh, NC, USA.
- 88 Department of Biology, University of Central Florida, Orlando, FL, USA.
- 89 Institute of Biology, Karelian Research Center, RAS, Petrozavodsk, Russia.
- 90 Department of Biology, McCourt School of Public Policy, Georgetown University, Washington, DC, USA.
- 91 Department of Animal Ecology and Systematics, Justus Liebig University Giessen, Giessen, Germany.
- 92 Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany.
- 93 Institute of Plant and Animal Ecology, UB RAS, Ekaterinburg, Russia.
- 94 Wildlife Conservation Society, New York, NY, USA.
- 95 Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt (Main), Germany; Department of Biological Sciences, Goethe University Frankfurt, Frankfurt (Main), Germany.
- 96 Bird Ecology Lab, Instituto de Ciencias Marinas y Limnológicas, Universidad Austral de Chile, Valdivia, Chile.
- 97 Alexander Silberman Institute of Life Sciences, Hebrew University of Jerusalem, Jerusalem, Israel.
- 98 MTA-DE Behavioural Ecology Research Group, Department of Evolutionary Zoology and Human Biology, University of Debrecen, Debrecen, Hungary.
- 99 Food and Agriculture Organization of the United Nations (FAO), Regional Office for Asia and the Pacific, Bangkok, Thailand.
- 100 Department of Integrative Biology, University of Guelph, Guelph, ON, Canada.
- 101 Rwanda Wildlife Conservation Association, Kigali, Rwanda.
- 102 Max Planck Institute of Animal Behavior, Radolfzell, Germany; Department of Biological Sciences, Southeastern Louisiana University, Hammond, LA, USA; Smithsonian Tropical Research Institute, Panama City, Panama.
- 103 MME/BirdLife Hungary, Budapest, Hungary.
- 104 Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA.
- 105 Moscow State Pedagogical University, Moscow, Russia.
- 106 Ascension Island Government Conservation and Fisheries Directorate, Ascension Island.
- 107 Department of Integrative Biology, University of Colorado, Denver, CO, USA.
- 108 Conservation Ecology Group, Groningen, Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, Groningen, The Netherlands.
- 109 Institute of Communication Technology, Technische Universität Dresden, Dresden, Germany.
- 110 Institute of Geography RAS, Moscow, Russia.
- 111 Moscow State University, Moscow, Russia.
- 112 Department of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands; Vogeltrekstation - Dutch Centre for Avian Migration and Demography, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
- 113 Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czech Republic.
- 114 Department of Theoretical and Computational Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands; Department of Vertebrate Zoology, Lomonosov Moscow State University, Moscow, Russia.
- 115 Avian Migration Laboratory, Department of NPB, University of California, Davis, CA, USA.
- 116 Bird Migration Research Station, Faculty of Biology, University of Gdańsk, Gdańsk, Poland.
- 117 A.N. Severtsov Institute of Ecology and Evolution of Russian Academy of Sciences, Moscow, Russia.
- 118 Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
- 119 Centre for Biological Diversity, School of Biology, University of St Andrews, St Andrews, UK.
- 120 Department of Zoology, Faculty of Biology, Belarusian State University, Minsk, Belarus.
- 121 Department of Evolutionary and Environmental Biology and Institute of Evolution, University of Haifa, Haifa, Israel.
- 122 Department of Theoretical and Computational Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands.
- 123 Ascension Island Government Conservation and Fisheries Department, Georgetown, Ascension Island.
- 124 Max Planck Institute of Animal Behavior, Radolfzell, Germany; Ugyen Wangchuck Institute for Conservation and Environment Research, Bhutan.
- 125 Center for Tropical Research and Institute of the Environment and Sustainability, University of California, Los Angeles, CA, USA.
- 126 Institute of Geography, Russian Academy of Sciences, Moscow, Russia; National Research University Higher School of Economics, Moscow, Russia.
- 127 Moscow State University, Russia.
- 128 ISPRA Istituto Superiore per la Protezione e la Ricerca Ambientale, Roma, Italy.
- 129 Department of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
- 130 Department of Laboratory Wave Propagation, University of Illinois, Urbana-Champaign, IL, USA.
- 131 Acadia University, Wolfville, NS, Canada.
- 132 Center for Macroecology, Evolution and Climate, Globe Institute, University of Copenhagen, Copenhagen, Denmark.
- 133 Department of Environmental Science, Radboud Institute for Biological and Environmental Sciences, Radboud University, Nijmegen, The Netherlands.
- 134 NASA Headquarters Earth Science Division, Washington, DC, USA.
- 135 Vogeltrekstation - Dutch Centre for Avian Migration and Demography NIOO-KNAW, Wageningen, The Netherlands.
- 136 Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany; Department of Agriculture, Land Reform and Rural Development, Government of South Africa, Pretoria, South Africa; Department of Veterinary Tropical Diseases, Faculty of Veterinary Science, University of Pretoria, Pretoria, South Africa.
- 137 Centre for Ecology and Evolution in Microbial model Systems (EEMiS), Linnaeus University, Kalmar, Sweden.
- 138 Scientific Services, Kruger National Park, Skukuza, South Africa.
- 139 Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands; GELIFES - Groningen Institute for Evolutionary Life Sciences, Groningen University, The Netherlands.
- 140 FGBU National Park Kenozersky, Nizhniy Novgorod, Russia.
- 141 Swiss Ornithological Institute, Sempach, Switzerland; Verein Jordsand, Inselhof, Greifswalder Oie, Germany.
- 142 Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research (IZW), Berlin, Germany.
- 143 Department of Remote Sensing, Institute of Geography, University of Würzburg, Würzburg, Germany.
- 144 Institute of Navigation, University of Stuttgart, Stuttgart, Germany.
- 145 Seehausen, Germany.
- 146 German Space Agency, Human Spaceflight, ISS and Exploration, German Aerospace Center (DLR), Bonn, Germany.
- 147 Department of Ecology and Evolutionary Biology, Princeton University, Guyot Hall, Princeton, NJ, USA.
- 148 University of California, Davis, CA 95616, USA.
- 149 Department of Integrative Biology, University of Colorado, Denver, USA.
- 150 Yale Center for Biodiversity and Global Change and Max Planck Yale Center for Biodiversity Movement, Yale University, New Haven, CT, USA.
- 151 Skagen Bird Observatory, Birdlife, Denmark.
- 152 National Geographic Society, Washington, DC, USA.
- PMID: 35263561
- DOI: 10.1016/j.tree.2021.11.011
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Biological Earth observation with animal sensors
Walter Jetz et al.
Trends Ecol Evol.
2022 Apr.
Free article
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doi: 10.1016/j.tree.2021.11.011.
Authors
Collaborators
-
Supporting authors:
Susanne Åkesson 6 , Yury Anisimov 7 , Aleksey Antonov 8 , Walter Arnold 9 , Franz Bairlein 10 , Oriol Baltà 11 , Diane Baum 12 , Mario Beck 13 , Olga Belonovich 14 , Mikhail Belyaev 15 , Matthias Berger 16 , Peter Berthold 10 , Steffen Bittner 13 , Stephen Blake 17 , Barbara Block 18 , Daniel Bloche 19 , Katrin Boehning-Gaese 20 , Gil Bohrer 21 , Julia Bojarinova 22 , Gerhard Bommas 23 , Oleg Bourski 24 , Albert Bragin 25 , Alexandr Bragin 26 , Rachel Bristol 27 , Vojtěch Brlík 28 , Victor Bulyuk 29 , Francesca Cagnacci 30 , Ben Carlson 31 , Taylor K Chapple 32 , Kalkidan F Chefira 31 , Yachang Cheng 33 , Nikita Chernetsov 34 , Grzegorz Cierlik 35 , Simon S Christiansen 36 , Oriol Clarabuch 11 , William Cochran 37 , Jamie Margaret Cornelius 38 , Iain Couzin 39 , Margret C Crofoot 40 , Sebastian Cruz 41 , Alexander Davydov 42 , Sarah Davidson 43 , Stefan Dech 44 , Dina Dechmann 45 , Ekaterina Demidova 24 , Jan Dettmann 46 , Sven Dittmar 47 , Dmitry Dorofeev 48 , Detlev Drenckhahn 49 , Vladimir Dubyanskiy 50 , Nikolay Egorov 51 , Sophie Ehnbom 52 , Diego Ellis-Soto 31 , Ralf Ewald 53 , Chris Feare 54 , Igor Fefelov 55 , Péter Fehérvári 56 , Wolfgang Fiedler 45 , Andrea Flack 45 , Magnus Froböse 57 , Ivan Fufachev 58 , Pavel Futoran 25 , Vyachaslav Gabyshev 51 , Anna Gagliardo 59 , Stefan Garthe 60 , Sergey Gashkov 61 , Luke Gibson 62 , Wolfgang Goymann 63 , Gerd Gruppe 64 , Chris Guglielmo 65 , Phil Hartl 66 , Anders Hedenström 67 , Arne Hegemann 67 , Georg Heine 68 , Mäggi Hieber Ruiz 45 , Heribert Hofer 69 , Felix Huber 70 , Edward Hurme 71 , Fabiola Iannarilli 72 , Marc Illa 11 , Arkadiy Isaev 51 , Bent Jakobsen 19 , Lukas Jenni 73 , Susi Jenni-Eiermann 73 , Brett Jesmer 74 , Frédéric Jiguet 75 , Tatiana Karimova 24 , N Jeremy Kasdin 76 , Fedor Kazansky 77 , Ruslan Kirillin 51 , Thomas Klinner 78 , Andreas Knopp 79 , Andrea Kölzsch 45 , Alexander Kondratyev 80 , Marco Krondorf 81 , Pavel Ktitorov 82 , Olga Kulikova 82 , R Suresh Kumar 83 , Claudia Künzer 84 , Anatoliy Larionov 51 , Christine Larose 85 , Felix Liechti 73 , Nils Linek 86 , Ashley Lohr 87 , Anna Lushchekina 24 , Kate Mansfield 88 , Maria Matantseva 89 , Mikhail Markovets 29 , Peter Marra 90 , Juan F Masello 91 , Jörg Melzheimer 92 , Myles H M Menz 10 , Stephen Menzie 52 , Swetlana Meshcheryagina 93 , Dale Miquelle 94 , Vladimir Morozov 48 , Andrey Mukhin 42 , Inge Müller 10 , Thomas Mueller 95 , Juan G Navedo 96 , Ran Nathan 97 , Luke Nelson 19 , Zoltán Németh 98 , Scott Newman 99 , Ryan Norris 100 , Olivier Nsengimana 101 , Innokentiy Okhlopkov 51 , Wioleta Oleś 35 , Ruth Oliver 72 , Teague O'Mara 102 , Peter Palatitz 103 , Jesko Partecke 45 , Ryan Pavlick 104 , Anastasia Pedenko 105 , Alys Perry 106 , Julie Pham 31 , Daniel Piechowski 10 , Allison Pierce 107 , Theunis Piersma 108 , Wolfgang Pitz 47 , Dirk Plettemeier 109 , Irina Pokrovskaya 110 , Liya Pokrovskaya 111 , Ivan Pokrovsky 45 , Morrison Pot 112 , Petr Procházka 113 , Petra Quillfeldt 91 , Eldar Rakhimberdiev 114 , Marilyn Ramenofsky 115 , Ajay Ranipeta 72 , Jan Rapczyński 35 , Magdalena Remisiewicz 116 , Viatcheslav Rozhnov 117 , Froukje Rienks 118 , Vyacheslav Rozhnov 24 , Christian Rutz 119 , Vital Sakhvon 120 , Nir Sapir 121 , Kamran Safi 10 , Friedrich Schäuffelhut 16 , David Schimel 104 , Andreas Schmidt 10 , Judy Shamoun-Baranes 122 , Alexander Sharikov 105 , Laura Shearer 123 , Evgeny Shemyakin 51 , Sherub Sherub 124 , Ryan Shipley 10 , Yanina Sica 72 , Thomas B Smith 125 , Sergey Simonov 89 , Katherine Snell 45 , Aleksandr Sokolov 58 , Vasiliy Sokolov 93 , Olga Solomina 126 , Mikhail Soloviev 127 , Fernando Spina 128 , Kamiel Spoelstra 129 , Martin Storhas 16 , Tatiana Sviridova 24 , George Swenson Jr 130 , Phil Taylor 131 , Kasper Thorup 132 , Arseny Tsvey 42 , Marlee Tucker 133 , Sophie Tuppen 106 , Woody Turner 134 , Innocent Twizeyimana 101 , Henk van der Jeugd 135 , Louis van Schalkwyk 136 , Mariëlle van Toor 137 , Pauli Viljoen 138 , Marcel E Visser 139 , Tamara Volkmer 86 , Andrei Volkov 140 , Sergey Volkov 24 , Oleg Volkov 15 , Jan A C von Rönn 141 , Bernd Vorneweg 10 , Bettina Wachter 142 , Jonas Waldenström 137 , Natalie Weber 45 , Martin Wegmann 143 , Aloysius Wehr 144 , Rolf Weinzierl 145 , Johannes Weppler 146 , David Wilcove 147 , Timm Wild 10 , Hannah J Williams 45 , John Wilshire 72 , John Wingfield 148 , Michael Wunder 149 , Anna Yachmennikova 117 , Scott Yanco 150 , Elisabeth Yohannes 45 , Amelie Zeller 151 , Christian Ziegler 10 , Anna Zięcik 35 , Cheryl Zook 152
Affiliations
- 1 Center for Biodiversity and Global Change, Yale University, New Haven, CT 06520, USA; Max Planck Yale Center for Biodiversity Movement and Global Change, Yale University, New Haven, CT 06520, USA; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06520, USA. Electronic address: walter.jetz@yale.edu.
- 2 Institute of Geography, Russian Academy of Sciences, 119017 Moscow, Russia. Electronic address: tertitski@igras.ru.
- 3 North Carolina Museum of Natural Sciences, Raleigh, NC, USA; Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, USA; Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany. Electronic address: rwkays@ncsu.edu.
- 4 Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany.
- 5 Department of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany; Max Planck Yale Center for Biodiversity Movement and Global Change, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Germany; Centre for the Advanced Study of Collective Behaviour, University of Konstanz, 78457 Konstanz, Germany. Electronic address: wikelski@ab.mpg.de.
- 6 Department of Biology, Center for Animal Movement Research, Lund University, Lund, Sweden.
- 7 Baikalskiy Nature Reserve, Tanhoi, Russia.
- 8 Khingan State Nature Reserve, Arkhara, Russia.
- 9 Research Institute of Wildlife Ecology, University of Veterinary Medicine, Vienna, Austria.
- 10 Max Planck Institute of Animal Behavior, Radolfzell, Germany.
- 11 Catalan Ornithological Institute, Nat-Museu de Ciències Naturals de Barcelona, Barcelona, Spain.
- 12 Conservation and Fisheries, Ascension Island Government, Ascension Island.
- 13 Rohde & Schwarz INRADIOS GmbH, Dresden, Germany.
- 14 Commander Islands Nature and Biosphere Reserve, Nikolskoye, Russia.
- 15 S.P. Korolev RSC Energia, Korolev, Russia.
- 16 Schäuffelhut Berger GmbH, Unterhaching, Germany.
- 17 Department of Biology, St. Louis University, St. Louis, MO, USA; WildCare Institute, Saint Louis Zoo, 1 Government Drive, Saint Louis, MO 63110, USA.
- 18 Stanford WOODS Institute for the Environment, Stanford, CA, USA.
- 19 Blåvand Birdobservatory, Blåvand, Denmark.
- 20 Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt (Main), Germany; Goethe University Frankfurt am Main, Institute for Ecology, Evolution and Diversity, Frankfurt (Main), Germany.
- 21 Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, USA.
- 22 Department of Vertebrate Zoology, Faculty of Biology, St. Petersburg State University, St. Petersburg, Russia.
- 23 SatCom Consulting, Immenstaad, Germany.
- 24 A.N. Severtsov Institute of Ecology and Evolution, RAS, Moscow, Russia.
- 25 FGBU National Park Kenozersky, Arkhangelsk, Russia.
- 26 Rostov State Biosphere Reserve, Rostov-on-Don, Russia.
- 27 La Batie, Beau Vallon, Mahe, Seychelles.
- 28 Department of Ecology, Charles University, Prague, Czech Republic.
- 29 Zoological Institute, RAS, St. Petersburg, Russia.
- 30 Department of Biodiversity and Molecular Ecology, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy.
- 31 Max Planck Yale Center for Biodiversity Movement and Global Change, Yale University, New Haven, CT, USA.
- 32 Coastal Oregon Marine Experiment Station, Oregon State University, Newport, OR, USA.
- 33 Department of Ecology, Sun Yat-sen University, Shenzhen, China; Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany; Department of Biology, University of Konstanz, Konstanz, Germany.
- 34 Zoological Institute, Russian Academy of Sciences, St. Petersburg, Russia.
- 35 Akcja Carpatica, Rzeszów, Poland.
- 36 Skagen Bird Observatory, BirdLife Denmark, Skagen, Denmark.
- 37 University of Illinois, Urbana-Champaign, IL, USA.
- 38 Department of Integrative Biology, Oregon State University, Corvallis, OR, USA.
- 39 Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Konstanz, Germany; Department of Collective Behavior, Max Planck Institute of Animal Behavior, Konstanz, Germany.
- 40 Department of the Ecology of Animal Societies, Max Planck Institute of Animal Behavior, Konstanz, Germany.
- 41 independent researcher.
- 42 Biological Station Rybachy of Zoological Institute of Russian Academy of Sciences, St. Petersburg, Russia.
- 43 Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, USA; Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany; Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Konstanz, Germany.
- 44 German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, Germany.
- 45 Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany.
- 46 Telecommunications and Integrated Applications, European Space Agency, Harwell Oxford, UK.
- 47 SpaceTech GmbH, Immenstaad, Germany.
- 48 All-Russian Research Institute for Environmental Protection, Moscow, Russia.
- 49 former spokesperson of the Leopoldina Commission for Environmental Sciences, Halle, Germany and former president of the Word Wide Fund for Nature, Berlin, Germany.
- 50 Stavropol Plague Control Institute, Stavropol, Russia.
- 51 Institute for Biological Problems of Cryolithozone, RAS, Yakutsk, Russia.
- 52 Falsterbo Fågelstation/Falsterbo Bird Observatory, Falsterbo, Sweden.
- 53 German Space Agency, Civil Security and Regulatory Affairs, German Aerospace Center (DLR), Bonn, Germany.
- 54 WildWings Bird Management, Haslemere, Surrey, UK.
- 55 Irkutsk State University, Irkutsk, Russia.
- 56 Department of Biomathematics and Informatics, University of Veterinary Medicine, Budapest, Hungary.
- 57 Context Film, Munich, Germany.
- 58 Arctic Research Station of Institute of Plant and Animal Ecology, UB RAS, Labytnangi, Russia.
- 59 Department of Biology, University of Pisa, Pisa, Italy.
- 60 ECOLAB - Group Animal Ecology, Conservation & Science Communication, Christian-Albrechts-Universität zu Kiel, Germany.
- 61 National Research Tomsk State University, Tomsk, Russia.
- 62 School of Environmental Science and Engineering, Southern University of Science and Technology, Shenzhen, China.
- 63 Department for Behavioural Neurobiology, Max Planck Institute for Ornithology, Seewiesen, Germany.
- 64 Space Administration, German Aerospace Center (DLR), Bonn, Germany.
- 65 Department of Biology, Advanced Facility for Avian Research, University of Western Ontario, London, ON, Canada.
- 66 Munich, Germany.
- 67 Department of Biology, Lund University, Lund, Sweden.
- 68 University of Konstanz, Konstanz, Germany.
- 69 Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany; Department of Veterinary Medicine, Berlin, Germany.
- 70 Steinbeis-Transferzentrum Raumfahrt, Gäufelden, Germany; GSOC - Deutsches Zentrum für Luft- und Raumfahrt (DLR), Oberpfaffenhofen, Germany.
- 71 Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Konstanz, Germany and Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany.
- 72 Max Planck Yale Center for Biodiversity Movement, Yale University, New Haven, CT, USA.
- 73 Swiss Ornithological Institute, Sempach, Switzerland.
- 74 Max Planck Yale Center for Biodiversity Movement and Gobal Change, Yale University, New Haven, CT, USA; Department of Fish and Wildlife Conservation, Virginia Tech, Blacksburg, VA 2406, USA.
- 75 FJ, UMR7204 CESCO, MNHN-CNRS-Sorbonne Université, Paris, France.
- 76 Professor of Mechanical and Aerospace Engineering, Emeritus, Princeton University, Princeton, NJ, USA.
- 77 Kronotsky State Biosphere Reserve, Russia.
- 78 Verein Jordsand, Inselhof, Greifswalder Oie, Germany.
- 79 Institute of Information Technology, Universität der Bundeswehr, Munich, Germany.
- 80 Institute of Biological Problems of the North, FEB RAS, Magadan, Russia.
- 81 Chair of Communication Technology, HTWK, Leipzig, Germany.
- 82 Institute of Biological Problems of the North, FEB RAS, Russia.
- 83 Department of Endangered Species Management, Wildlife Institute of India, Chandrabani, Dehradun, Uttarakhand, India.
- 84 German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Wessling, Germany; Institute of Geography and Geology, University of Wuerzburg, Wuerzburg, Germany.
- 85 WildWings Bird Management, Pointe au Sel, Au Cap, Mahe, Seychelles.
- 86 Max Planck Institute of Animal Behavior, Radolfzell, Germany; Department of Biology, University of Konstanz, Konstanz, Germany.
- 87 North Carolina Museum of Natural Sciences, Raleigh, NC, USA.
- 88 Department of Biology, University of Central Florida, Orlando, FL, USA.
- 89 Institute of Biology, Karelian Research Center, RAS, Petrozavodsk, Russia.
- 90 Department of Biology, McCourt School of Public Policy, Georgetown University, Washington, DC, USA.
- 91 Department of Animal Ecology and Systematics, Justus Liebig University Giessen, Giessen, Germany.
- 92 Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany.
- 93 Institute of Plant and Animal Ecology, UB RAS, Ekaterinburg, Russia.
- 94 Wildlife Conservation Society, New York, NY, USA.
- 95 Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt (Main), Germany; Department of Biological Sciences, Goethe University Frankfurt, Frankfurt (Main), Germany.
- 96 Bird Ecology Lab, Instituto de Ciencias Marinas y Limnológicas, Universidad Austral de Chile, Valdivia, Chile.
- 97 Alexander Silberman Institute of Life Sciences, Hebrew University of Jerusalem, Jerusalem, Israel.
- 98 MTA-DE Behavioural Ecology Research Group, Department of Evolutionary Zoology and Human Biology, University of Debrecen, Debrecen, Hungary.
- 99 Food and Agriculture Organization of the United Nations (FAO), Regional Office for Asia and the Pacific, Bangkok, Thailand.
- 100 Department of Integrative Biology, University of Guelph, Guelph, ON, Canada.
- 101 Rwanda Wildlife Conservation Association, Kigali, Rwanda.
- 102 Max Planck Institute of Animal Behavior, Radolfzell, Germany; Department of Biological Sciences, Southeastern Louisiana University, Hammond, LA, USA; Smithsonian Tropical Research Institute, Panama City, Panama.
- 103 MME/BirdLife Hungary, Budapest, Hungary.
- 104 Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA.
- 105 Moscow State Pedagogical University, Moscow, Russia.
- 106 Ascension Island Government Conservation and Fisheries Directorate, Ascension Island.
- 107 Department of Integrative Biology, University of Colorado, Denver, CO, USA.
- 108 Conservation Ecology Group, Groningen, Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, Groningen, The Netherlands.
- 109 Institute of Communication Technology, Technische Universität Dresden, Dresden, Germany.
- 110 Institute of Geography RAS, Moscow, Russia.
- 111 Moscow State University, Moscow, Russia.
- 112 Department of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands; Vogeltrekstation - Dutch Centre for Avian Migration and Demography, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
- 113 Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czech Republic.
- 114 Department of Theoretical and Computational Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands; Department of Vertebrate Zoology, Lomonosov Moscow State University, Moscow, Russia.
- 115 Avian Migration Laboratory, Department of NPB, University of California, Davis, CA, USA.
- 116 Bird Migration Research Station, Faculty of Biology, University of Gdańsk, Gdańsk, Poland.
- 117 A.N. Severtsov Institute of Ecology and Evolution of Russian Academy of Sciences, Moscow, Russia.
- 118 Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
- 119 Centre for Biological Diversity, School of Biology, University of St Andrews, St Andrews, UK.
- 120 Department of Zoology, Faculty of Biology, Belarusian State University, Minsk, Belarus.
- 121 Department of Evolutionary and Environmental Biology and Institute of Evolution, University of Haifa, Haifa, Israel.
- 122 Department of Theoretical and Computational Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands.
- 123 Ascension Island Government Conservation and Fisheries Department, Georgetown, Ascension Island.
- 124 Max Planck Institute of Animal Behavior, Radolfzell, Germany; Ugyen Wangchuck Institute for Conservation and Environment Research, Bhutan.
- 125 Center for Tropical Research and Institute of the Environment and Sustainability, University of California, Los Angeles, CA, USA.
- 126 Institute of Geography, Russian Academy of Sciences, Moscow, Russia; National Research University Higher School of Economics, Moscow, Russia.
- 127 Moscow State University, Russia.
- 128 ISPRA Istituto Superiore per la Protezione e la Ricerca Ambientale, Roma, Italy.
- 129 Department of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
- 130 Department of Laboratory Wave Propagation, University of Illinois, Urbana-Champaign, IL, USA.
- 131 Acadia University, Wolfville, NS, Canada.
- 132 Center for Macroecology, Evolution and Climate, Globe Institute, University of Copenhagen, Copenhagen, Denmark.
- 133 Department of Environmental Science, Radboud Institute for Biological and Environmental Sciences, Radboud University, Nijmegen, The Netherlands.
- 134 NASA Headquarters Earth Science Division, Washington, DC, USA.
- 135 Vogeltrekstation - Dutch Centre for Avian Migration and Demography NIOO-KNAW, Wageningen, The Netherlands.
- 136 Department of Migration, Max Planck Institute of Animal Behavior, Radolfzell, Germany; Department of Agriculture, Land Reform and Rural Development, Government of South Africa, Pretoria, South Africa; Department of Veterinary Tropical Diseases, Faculty of Veterinary Science, University of Pretoria, Pretoria, South Africa.
- 137 Centre for Ecology and Evolution in Microbial model Systems (EEMiS), Linnaeus University, Kalmar, Sweden.
- 138 Scientific Services, Kruger National Park, Skukuza, South Africa.
- 139 Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands; GELIFES - Groningen Institute for Evolutionary Life Sciences, Groningen University, The Netherlands.
- 140 FGBU National Park Kenozersky, Nizhniy Novgorod, Russia.
- 141 Swiss Ornithological Institute, Sempach, Switzerland; Verein Jordsand, Inselhof, Greifswalder Oie, Germany.
- 142 Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife Research (IZW), Berlin, Germany.
- 143 Department of Remote Sensing, Institute of Geography, University of Würzburg, Würzburg, Germany.
- 144 Institute of Navigation, University of Stuttgart, Stuttgart, Germany.
- 145 Seehausen, Germany.
- 146 German Space Agency, Human Spaceflight, ISS and Exploration, German Aerospace Center (DLR), Bonn, Germany.
- 147 Department of Ecology and Evolutionary Biology, Princeton University, Guyot Hall, Princeton, NJ, USA.
- 148 University of California, Davis, CA 95616, USA.
- 149 Department of Integrative Biology, University of Colorado, Denver, USA.
- 150 Yale Center for Biodiversity and Global Change and Max Planck Yale Center for Biodiversity Movement, Yale University, New Haven, CT, USA.
- 151 Skagen Bird Observatory, Birdlife, Denmark.
- 152 National Geographic Society, Washington, DC, USA.
- PMID: 35263561
- DOI: 10.1016/j.tree.2021.11.011
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Biological Earth observation with animal sensors: (Trends in Ecology and Evolution 37, 293-298; 2022).Jetz W, Tertitski G, Kays R, Mueller U, Wikelski M; Supporting authors. Jetz W, et al. Trends Ecol Evol. 2022 Aug;37(8):719-724. doi: 10.1016/j.tree.2022.04.012. Epub 2022 May 22. Trends Ecol Evol. 2022. PMID: 35610062 No abstract available.
Abstract
Space-based tracking technology using low-cost miniature tags is now delivering data on fine-scale animal movement at near-global scale. Linked with remotely sensed environmental data, this offers a biological lens on habitat integrity and connectivity for conservation and human health; a global network of animal sentinels of environmental change.
Copyright © 2021 The Authors. Published by Elsevier Ltd.. All rights reserved.
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