Biological Earth observation with animal sensors

Walter Jetz; Grigori Tertitski; Roland Kays; Uschi Mueller; Martin Wikelski; Supporting authors

doi:10.1016/j.tree.2021.11.011

Biological Earth observation with animal sensors

Trends Ecol Evol. 2022 Apr;37(4):293-298. doi: 10.1016/j.tree.2021.11.011.

Authors

Walter Jetz¹, Grigori Tertitski², Roland Kays³, Uschi Mueller⁴, Martin Wikelski⁵; Supporting authors

Collaborators

Supporting authors:
Susanne Åkesson⁶, Yury Anisimov⁷, Aleksey Antonov⁸, Walter Arnold⁹, Franz Bairlein¹⁰, Oriol Baltà¹¹, Diane Baum¹², Mario Beck¹³, Olga Belonovich¹⁴, Mikhail Belyaev¹⁵, Matthias Berger¹⁶, Peter Berthold¹⁰, Steffen Bittner¹³, Stephen Blake¹⁷, Barbara Block¹⁸, Daniel Bloche¹⁹, Katrin Boehning-Gaese²⁰, Gil Bohrer²¹, Julia Bojarinova²², Gerhard Bommas²³, Oleg Bourski²⁴, Albert Bragin²⁵, Alexandr Bragin²⁶, Rachel Bristol²⁷, Vojtěch Brlík²⁸, Victor Bulyuk²⁹, Francesca Cagnacci³⁰, Ben Carlson³¹, Taylor K Chapple³², Kalkidan F Chefira³¹, Yachang Cheng³³, Nikita Chernetsov³⁴, Grzegorz Cierlik³⁵, Simon S Christiansen³⁶, Oriol Clarabuch¹¹, William Cochran³⁷, Jamie Margaret Cornelius³⁸, Iain Couzin³⁹, Margret C Crofoot⁴⁰, Sebastian Cruz⁴¹, Alexander Davydov⁴², Sarah Davidson⁴³, Stefan Dech⁴⁴, Dina Dechmann⁴⁵, Ekaterina Demidova²⁴, Jan Dettmann⁴⁶, Sven Dittmar⁴⁷, Dmitry Dorofeev⁴⁸, Detlev Drenckhahn⁴⁹, Vladimir Dubyanskiy⁵⁰, Nikolay Egorov⁵¹, Sophie Ehnbom⁵², Diego Ellis-Soto³¹, Ralf Ewald⁵³, Chris Feare⁵⁴, Igor Fefelov⁵⁵, Péter Fehérvári⁵⁶, Wolfgang Fiedler⁴⁵, Andrea Flack⁴⁵, Magnus Froböse⁵⁷, Ivan Fufachev⁵⁸, Pavel Futoran²⁵, Vyachaslav Gabyshev⁵¹, Anna Gagliardo⁵⁹, Stefan Garthe⁶⁰, Sergey Gashkov⁶¹, Luke Gibson⁶², Wolfgang Goymann⁶³, Gerd Gruppe⁶⁴, Chris Guglielmo⁶⁵, Phil Hartl⁶⁶, Anders Hedenström⁶⁷, Arne Hegemann⁶⁷, Georg Heine⁶⁸, Mäggi Hieber Ruiz⁴⁵, Heribert Hofer⁶⁹, Felix Huber⁷⁰, Edward Hurme⁷¹, Fabiola Iannarilli⁷², Marc Illa¹¹, Arkadiy Isaev⁵¹, Bent Jakobsen¹⁹, Lukas Jenni⁷³, Susi Jenni-Eiermann⁷³, Brett Jesmer⁷⁴, Frédéric Jiguet⁷⁵, Tatiana Karimova²⁴, N Jeremy Kasdin⁷⁶, Fedor Kazansky⁷⁷, Ruslan Kirillin⁵¹, Thomas Klinner⁷⁸, Andreas Knopp⁷⁹, Andrea Kölzsch⁴⁵, Alexander Kondratyev⁸⁰, Marco Krondorf⁸¹, Pavel Ktitorov⁸², Olga Kulikova⁸², R Suresh Kumar⁸³, Claudia Künzer⁸⁴, Anatoliy Larionov⁵¹, Christine Larose⁸⁵, Felix Liechti⁷³, Nils Linek⁸⁶, Ashley Lohr⁸⁷, Anna Lushchekina²⁴, Kate Mansfield⁸⁸, Maria Matantseva⁸⁹, Mikhail Markovets²⁹, Peter Marra⁹⁰, Juan F Masello⁹¹, Jörg Melzheimer⁹², Myles H M Menz¹⁰, Stephen Menzie⁵², Swetlana Meshcheryagina⁹³, Dale Miquelle⁹⁴, Vladimir Morozov⁴⁸, Andrey Mukhin⁴², Inge Müller¹⁰, Thomas Mueller⁹⁵, Juan G Navedo⁹⁶, Ran Nathan⁹⁷, Luke Nelson¹⁹, Zoltán Németh⁹⁸, Scott Newman⁹⁹, Ryan Norris¹⁰⁰, Olivier Nsengimana¹⁰¹, Innokentiy Okhlopkov⁵¹, Wioleta Oleś³⁵, Ruth Oliver⁷², Teague O'Mara¹⁰², Peter Palatitz¹⁰³, Jesko Partecke⁴⁵, Ryan Pavlick¹⁰⁴, Anastasia Pedenko¹⁰⁵, Alys Perry¹⁰⁶, Julie Pham³¹, Daniel Piechowski¹⁰, Allison Pierce¹⁰⁷, Theunis Piersma¹⁰⁸, Wolfgang Pitz⁴⁷, Dirk Plettemeier¹⁰⁹, Irina Pokrovskaya¹¹⁰, Liya Pokrovskaya¹¹¹, Ivan Pokrovsky⁴⁵, Morrison Pot¹¹², Petr Procházka¹¹³, Petra Quillfeldt⁹¹, Eldar Rakhimberdiev¹¹⁴, Marilyn Ramenofsky¹¹⁵, Ajay Ranipeta⁷², Jan Rapczyński³⁵, Magdalena Remisiewicz¹¹⁶, Viatcheslav Rozhnov¹¹⁷, Froukje Rienks¹¹⁸, Vyacheslav Rozhnov²⁴, Christian Rutz¹¹⁹, Vital Sakhvon¹²⁰, Nir Sapir¹²¹, Kamran Safi¹⁰, Friedrich Schäuffelhut¹⁶, David Schimel¹⁰⁴, Andreas Schmidt¹⁰, Judy Shamoun-Baranes¹²², Alexander Sharikov¹⁰⁵, Laura Shearer¹²³, Evgeny Shemyakin⁵¹, Sherub Sherub¹²⁴, Ryan Shipley¹⁰, Yanina Sica⁷², Thomas B Smith¹²⁵, Sergey Simonov⁸⁹, Katherine Snell⁴⁵, Aleksandr Sokolov⁵⁸, Vasiliy Sokolov⁹³, Olga Solomina¹²⁶, Mikhail Soloviev¹²⁷, Fernando Spina¹²⁸, Kamiel Spoelstra¹²⁹, Martin Storhas¹⁶, Tatiana Sviridova²⁴, George Swenson Jr¹³⁰, Phil Taylor¹³¹, Kasper Thorup¹³², Arseny Tsvey⁴², Marlee Tucker¹³³, Sophie Tuppen¹⁰⁶, Woody Turner¹³⁴, Innocent Twizeyimana¹⁰¹, Henk van der Jeugd¹³⁵, Louis van Schalkwyk¹³⁶, Mariëlle van Toor¹³⁷, Pauli Viljoen¹³⁸, Marcel E Visser¹³⁹, Tamara Volkmer⁸⁶, Andrei Volkov¹⁴⁰, Sergey Volkov²⁴, Oleg Volkov¹⁵, Jan A C von Rönn¹⁴¹, Bernd Vorneweg¹⁰, Bettina Wachter¹⁴², Jonas Waldenström¹³⁷, Natalie Weber⁴⁵, Martin Wegmann¹⁴³, Aloysius Wehr¹⁴⁴, Rolf Weinzierl¹⁴⁵, Johannes Weppler¹⁴⁶, David Wilcove¹⁴⁷, Timm Wild¹⁰, Hannah J Williams⁴⁵, John Wilshire⁷², John Wingfield¹⁴⁸, Michael Wunder¹⁴⁹, Anna Yachmennikova¹¹⁷, Scott Yanco¹⁵⁰, Elisabeth Yohannes⁴⁵, Amelie Zeller¹⁵¹, Christian Ziegler¹⁰, Anna Zięcik³⁵, Cheryl Zook¹⁵²

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

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.

MeSH terms

Animals
Conservation of Natural Resources
Earth, Planet*
Ecosystem*
Movement