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Maarten P. G. Hofman, M. W. Hayward, M. Heim, P. Marchand, C. M. Rolandsen, Jenny Mattisson, F. Urbano, M. Heurich, A. Mysterud, J. Melzheimer, N. Morellet, Ulrich Voigt, B. L. Allen, Benedikt Gehr, Carlos Rouco Zufiaurre, Wiebke Ullmann, O. Holand, n H. Jorgensen, G. Steinheim, F. Cagnacci, M. Kroeschel, P. Kaczensky, B. Buuveibaatar, J. C. Payne, I Palmegiani, K. Jerina, P. Kjellander, O. Johansson, S. LaPoint, R. Bayrakcismith, J. D. C. Linnell, M. Zaccaroni, M. L. S. Jorge, J. E. F. Oshima, A. Songhurst, C. Fischer, R. T. Mc Bride, J. J. Thompson, S. Streif, R. Sandfort, Christophe Bonenfant, M. Drouilly, M. Klapproth, Dietmar Zinner, Richard Yarnell, A. Stronza, L. Wilmott, E. Meisingset, Maria Thaker, A. T. Vanak, S. Nicoloso, R. Graeber, S. Said, M. R. Boudreau, A. Devlin, R. Hoogesteijn, J. A. May-Junior, J. C. Nifong, J. Odden, H. B. Quigley, F. Tortato, D. M. Parker, A. Caso, J. Perrine, C. Tellaeche, F. Zieba, T. Zwijacz-Kozica, C. L. Appel, I Axsom, W. T. Bean, B. Cristescu, S. Periquet, K. J. Teichman, S. Karpanty, A. Licoppe, V Menges, K. Black, Thomas L. Scheppers, S. C. Schai-Braun, F. C. Azevedo, F. G. Lemos, A. Payne, L. H. Swanepoel, B. Weckworth, A. Berger, Alessandra Bertassoni, G. McCulloch, P. Sustr, V Athreya, D. Bockmuhl, J. Casaer, A. Ekori, D. Melovski, C. Richard-Hansen, D. van de Vyver, R. Reyna-Hurtado, E. Robardet, N. Selva, A. Sergiel, M. S. Farhadinia, P. Sunde, R. Portas, Hüseyin Ambarli, R. Berzins, P. M. Kappeler, G. K. Mann, L. Pyritz, C. Bissett, T. Grant, R. Steinmetz, Larissa Swedell, R. J. Welch, D. Armenteras, O. R. Bidder, T. M. Gonzalez, A. Rosenblatt, S. Kachel, N. Balkenhol

  • Satellite telemetry is an increasingly utilized technology in wildlife research, and current devices can track individual animal movements at unprecedented spatial and temporal resolutions. However, as we enter the golden age of satellite telemetry, we need an in-depth understanding of the main technological, species-specific and environmental factors that determine the success and failure of satellite tracking devices across species and habitats. Here, we assess the relative influence of such factors on the ability of satellite telemetry units to provide the expected amount and quality of data by analyzing data from over 3,000 devices deployed on 62 terrestrial species in 167 projects worldwide. We evaluate the success rate in obtaining GPS fixes as well as in transferring these fixes to the user and we evaluate failure rates. Average fix success and data transfer rates were high and were generally better predicted by species and unit characteristics, while environmental characteristics influenced the variability of performance.Satellite telemetry is an increasingly utilized technology in wildlife research, and current devices can track individual animal movements at unprecedented spatial and temporal resolutions. However, as we enter the golden age of satellite telemetry, we need an in-depth understanding of the main technological, species-specific and environmental factors that determine the success and failure of satellite tracking devices across species and habitats. Here, we assess the relative influence of such factors on the ability of satellite telemetry units to provide the expected amount and quality of data by analyzing data from over 3,000 devices deployed on 62 terrestrial species in 167 projects worldwide. We evaluate the success rate in obtaining GPS fixes as well as in transferring these fixes to the user and we evaluate failure rates. Average fix success and data transfer rates were high and were generally better predicted by species and unit characteristics, while environmental characteristics influenced the variability of performance. However, 48% of the unit deployments ended prematurely, half of them due to technical failure. Nonetheless, this study shows that the performance of satellite telemetry applications has shown improvements over time, and based on our findings, we provide further recommendations for both users and manufacturers.show moreshow less

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Author details:Maarten P. G. HofmanORCiD, M. W. Hayward, M. Heim, P. Marchand, C. M. Rolandsen, Jenny MattissonORCiD, F. Urbano, M. Heurich, A. Mysterud, J. Melzheimer, N. Morellet, Ulrich VoigtORCiD, B. L. Allen, Benedikt GehrORCiD, Carlos Rouco ZufiaurreORCiD, Wiebke UllmannORCiDGND, O. Holand, n H. Jorgensen, G. Steinheim, F. Cagnacci, M. Kroeschel, P. Kaczensky, B. Buuveibaatar, J. C. Payne, I Palmegiani, K. Jerina, P. Kjellander, O. Johansson, S. LaPoint, R. Bayrakcismith, J. D. C. Linnell, M. Zaccaroni, M. L. S. Jorge, J. E. F. OshimaORCiD, A. Songhurst, C. Fischer, R. T. Mc Bride, J. J. Thompson, S. Streif, R. Sandfort, Christophe BonenfantORCiD, M. Drouilly, M. Klapproth, Dietmar ZinnerORCiD, Richard YarnellORCiD, A. Stronza, L. Wilmott, E. Meisingset, Maria ThakerORCiD, A. T. Vanak, S. Nicoloso, R. Graeber, S. Said, M. R. Boudreau, A. Devlin, R. Hoogesteijn, J. A. May-Junior, J. C. Nifong, J. Odden, H. B. Quigley, F. Tortato, D. M. Parker, A. Caso, J. Perrine, C. Tellaeche, F. Zieba, T. Zwijacz-Kozica, C. L. Appel, I Axsom, W. T. Bean, B. Cristescu, S. Periquet, K. J. Teichman, S. Karpanty, A. Licoppe, V Menges, K. Black, Thomas L. ScheppersORCiD, S. C. Schai-Braun, F. C. Azevedo, F. G. Lemos, A. Payne, L. H. Swanepoel, B. Weckworth, A. Berger, Alessandra BertassoniORCiD, G. McCulloch, P. Sustr, V Athreya, D. Bockmuhl, J. Casaer, A. Ekori, D. Melovski, C. Richard-Hansen, D. van de Vyver, R. Reyna-Hurtado, E. Robardet, N. Selva, A. Sergiel, M. S. Farhadinia, P. Sunde, R. Portas, Hüseyin AmbarliORCiD, R. Berzins, P. M. Kappeler, G. K. Mann, L. Pyritz, C. Bissett, T. Grant, R. Steinmetz, Larissa SwedellORCiD, R. J. Welch, D. Armenteras, O. R. Bidder, T. M. Gonzalez, A. Rosenblatt, S. Kachel, N. Balkenhol
DOI:https://doi.org/10.1371/journal.pone.0216223
ISSN:1932-6203
Pubmed ID:https://pubmed.ncbi.nlm.nih.gov/31071155
Title of parent work (English):PLoS one
Subtitle (English):Performance of satellite telemetry in terrestrial wildlife research
Publisher:PLoS
Place of publishing:San Fransisco
Publication type:Article
Language:English
Date of first publication:2019/05/09
Publication year:2019
Release date:2021/02/11
Volume:14
Issue:5
Number of pages:26
Funding institution:Forest and Nature for Society (FONASO) Erasmus Mundus Joint Doctorate programme [2013-09]; University of Goettingen; Norwegian Environment Agency; Research Council of NorwayResearch Council of Norway [212919]; Norwegian Institute for Nature Research; Messerli Foundation, WWF; Landcare Research Ltd New Zealand; TBfree New Zealand (AHB project) [R10737]; Norwegian Research Counsil, Smafefondet, NMBU; Research Council of NorwayResearch Council of Norway; Federal State of Baden-Wuerttemberg (Landesjagdabgabe); Wildlife Conservation Society; Swedish Environmental Protection Agency; private foundation "Marie Clair Cronstedts stiftelse"; NASA Arctic Boreal Vulnerability Experiment [NNX15AV92A]; National Geographic Society Waitt Grant ProgramNational Geographic Society [W157-110]; FAPESPFundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) [2013/50421-2, 2014/23132-2]; CNPqNational Council for Scientific and Technological Development (CNPq) [312045/2013-1, 312292/2016-3, 161089/2014-3]; Silicon Valley Community Foundation; The Overbrook Foundation; International ReSource Award; WCS Brasil; Vanderbilt University; PROCAD/CAPESCAPES [88881.068425/2014-01]; MLSJ Fundacao de Amparo a Pesquisa do Estado de Sao Paulo FapespFundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) [2013/50421-2, 2014/23132-2]; Projeto Pecarideos - WCS Brasil; Howard G Buffett Foundation; Consejo Nacional de Ciencia y Tecnologia -CONACYTConsejo Nacional de Ciencia y Tecnologia (CONACyT); Austrian Research Promotion Agency (FFG) [814274, 834118]; Leobner Realgemeinschaft; Forstbetrieb Kletschach; WWF Nedbank Green Trust [GT 2251]; DFGGerman Research Foundation (DFG) [Fi707/9-1/DFG Zi548/6-1/DAAD (D/12/41834), FI707/9-1, ZI548/6-1]; DAADDeutscher Akademischer Austausch Dienst (DAAD) [D/12/41834]; Nottingham Trent University; The Howard G. Buffett Foundation; ISRO-IISc Space Technology Cell; Wellcome Trust/DBT India Alliance and Space Technology Cell, Indian Institute of Science; Lower Saxony Ministry of Food, Agriculture and Consumer Protection; Panthera Kaplan Graduate Award; Bank of America; Reindeer Development Fund in Norway; Rhodes University; Robin Hurt Wildlife Foundation; Caesar Kleberg Wildlife Research Institute; Wildlife Conservation Network; Humboldt State University; HSU Marine and Coastal Science Initiative; Humboldt State University Research, Scholarship and Creative Activities Grant; Claude Leon Foundation Postdoctoral Fellowship; The Cape Leopard Trust; Conservation South Africa; South African National Parks; HERD project (Hwange Environmental Research Development) - Agence Nationale de la Recherche (FEAR project)French National Research Agency (ANR) [ANR-08-BLAN-0022]; Centre National de la Recherche Scientifique (Programme Zones Ateliers); National Geographic SocietyNational Geographic Society [C151-08]; NSERC CGS DNatural Sciences and Engineering Research Council of Canada; U.S. Fish and Wildlife ServiceUS Fish & Wildlife Service; Service public de Wallonie; Direction generale Army Corps of EngineersUnited States Department of Defense; Parrotia-Stiftung; Stiftung Dr. Joachim de Giacomi; Basler Stiftung fur biologische Forschung; Messerli Stiftung; Carl Burger Stiftung; CIC Schweiz; CIC Deutschland; Paul Schiller Stiftung; Karl Mayer Stiftung; Bourgogne-Franche-Comte; Federation Departementale des Chasseurs de Cote des Chasseurs; Office National de la Chasse et de la Faune Sauvage; South African National Research FoundationNational Research Foundation - South Africa [107099]; Sao Paulo Research FoundationFundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) [FAPESP 2013/04957-8, FAPESP 2013/18526-9]; MAVA Foundation, Switzerland; The Deutsche Bundesstiftung Umwelt DBU (German Federal Environmental Foundation); Centre National GLOBE - Polish-Norwegian Research Programme [POLNOR/198352/85/2013]; ASer: Norway Grants under the Polish-Norwegian Research Program (PTES); Zoologische Gesellschaft fur Arten-und Populationsschutz (ZGAP); Iranian Cheetah Society; Quagga Conservation Fund; IdeaWild; Association Francaise des Parcs Zoologiques (AFdPZ); DEAL (Direction de Nedbank WWF Green Trust; The International Foundation for ScienceInternational Foundation for Science; Cape Leopard Trust; German Research FoundationGerman Research Foundation (DFG) [DFG: KA 1082/16-1]; The Wildlife and Reserve Management Research Group (WRMRG); International Foundation for Science (IFS)International Foundation for Science; Safari Club International Foundation (SCIF); The Rufford Small Grants Foundation; Ernst AMP; Ethel Eriksen Trust; WWF Sweden; Leakey Foundation; National Geographic SocietyNational Geographic Society; WennerGren Foundation; Departamento Administrativo de Ciencia, Tecnologia e Innovacion Colciencias, Project "Efecto de la presencia de saladosnaturales en la distribucion y uso de habitat de la danta de tier-ras bajas (Tapirus terrestris) en las amazonas colombiano" [1101569-33286, 0385-2013]; Alexander von Humboldt FoundationAlexander von Humboldt Foundation; NSF Graduate Research FellowshipNational Science Foundation (NSF) [DEG-125608]; Sustainability East Asia LLC - SEA; Amarula Trust; National GeographicNational Geographic Society; Earthwatch Institute; World Wildlife Fund for Nature; Columbus Zoo; California North Coast Chapter of The Wildlife Society; Sequoia Park Zoo Foundation; Anses
Organizational units:Mathematisch-Naturwissenschaftliche Fakultät / Institut für Biochemie und Biologie
DDC classification:5 Naturwissenschaften und Mathematik / 59 Tiere (Zoologie) / 590 Tiere (Zoologie)
Peer review:Referiert
Publishing method:Open Access / Gold Open-Access
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License (German):License LogoCreative Commons - CC0 1.0 - Universell - Public Domain Dedication
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