Ecology and Evolution (Apr 2025)
A LEAP Forward in Wildlife Conservation: A Standardized Framework to Determine Mortality Causes in Large GPS‐Tagged Birds
- Connor T. Panter,
- Carina Nebel,
- Maximilian Raab,
- Verena Strauss,
- Clara Freytag,
- Manuel Wojta,
- Hannah Böing,
- Patrick Hacker,
- Rainhard Raab,
- Jendrik Windt,
- Annika Posautz,
- Anna Kuebber‐Heiss,
- Patrick Scherler,
- Martin U. Grüebler,
- Urs G. Kormann,
- Martin Kolbe,
- Alexandre Millon,
- Javier de laPuente,
- Javier Viñuela,
- Duncan Orr‐Ewing,
- Oliver Krone,
- Torsten Langgemach,
- Susanne Åkesson,
- Brady Mattsson,
- Petra Sumasgutner,
- Manuel Alcántara de la Fuente,
- Ernesto Alvarez,
- Juan Arizaga,
- Albert Bach Pagès,
- Ana Bermejo,
- Guido Ceccolini,
- Nayden Chakarov,
- Peter Derpmann‐Hagenström,
- Marek Dostál,
- Gerd Fabian,
- Wolfgang Fiedler,
- Manuel Galán,
- Clément Ganier,
- Andreas Gärtner,
- Liza Glesener,
- Alfonso Godino,
- Zuzana Guziová,
- László Haraszthy,
- Caka Karlsson,
- Katharina Klein,
- Ivan Literák,
- Nicolas Lorenzini,
- Manuela Löwold,
- Christopher Lüning,
- Boris Maderič,
- Karel Makoň,
- Kerstin Mammen,
- Ubbo Mammen,
- Torsten Marczak,
- Hynek Matušík,
- Aymeric Mionnet,
- Sara Morollón,
- Jakub Mráz,
- Winfried Nachtigall,
- Bernd Nicolai,
- Marta Olalde Fernández,
- Meinolf Ottensmann,
- María Jesús Palacios González,
- Jean‐Yves Paquet,
- Vladimír Pečeňák,
- Lubomír Peške,
- Thomas Pfeiffer,
- Robert Pudwill,
- Dušan Rak,
- Tim Maximilian Rapp,
- Alexander Resetaritz,
- Stef vanRijn,
- Romain Riols,
- Arturo Rodríguez,
- Luisa Scholze,
- Laura Schulte,
- Aurélie deSeynes,
- Jan Škrábal,
- Péter Spakovszky,
- Eike Steinborn,
- Ján Svetlík,
- Samuel Talhoet,
- Miklós Vaczi,
- Anne‐Gaelle Verdier,
- Zdenĕk Vermouzek,
- Diego Villanúa Inglada,
- Jörg Westphal,
- Rainer Raab
Affiliations
- Connor T. Panter
- School of Geography University Park Campus, University of Nottingham Nottingham UK
- Carina Nebel
- Department of Biology University of Turku Turku Finland
- Maximilian Raab
- TB Raab GmbH Deutsch‐Wagram Austria
- Verena Strauss
- TB Raab GmbH Deutsch‐Wagram Austria
- Clara Freytag
- TB Raab GmbH Deutsch‐Wagram Austria
- Manuel Wojta
- TB Raab GmbH Deutsch‐Wagram Austria
- Hannah Böing
- TB Raab GmbH Deutsch‐Wagram Austria
- Patrick Hacker
- TB Raab GmbH Deutsch‐Wagram Austria
- Rainhard Raab
- TB Raab GmbH Deutsch‐Wagram Austria
- Jendrik Windt
- Institute of Wildlife Biology and Game Management, Department of Ecosystem Management, Climate and Biodiversity University of Natural Resources and Life Sciences Vienna Austria
- Annika Posautz
- Research Institute of Wildlife Ecology Department for Interdisciplinary Life Sciences Vienna Austria
- Anna Kuebber‐Heiss
- Research Institute of Wildlife Ecology Department for Interdisciplinary Life Sciences Vienna Austria
- Patrick Scherler
- Swiss Ornithological Institute (SOI) Sempach Switzerland
- Martin U. Grüebler
- Swiss Ornithological Institute (SOI) Sempach Switzerland
- Urs G. Kormann
- Swiss Ornithological Institute (SOI) Sempach Switzerland
- Martin Kolbe
- Rotmilanzentrum Am Heineanum Halberstadt Germany
- Alexandre Millon
- Aix Marseille Univ, CNRS, IRD Avignon Univ, Institut Méditerranéen de Biodiversité et d’Écologie Aix‑en‑Provence France
- Javier de laPuente
- Independent Researcher Madrid Spain
- Javier Viñuela
- Instituto de Investigación en Recursos Cinegéticos (IREC‐CSIC‐UCLM‐JCCM) Ciudad Real Spain
- Duncan Orr‐Ewing
- RSPB Scotland Edinburgh Scotland UK
- Oliver Krone
- Leibniz Institute for zoo and Wildlife Research (IZW) Department Wildlife Diseases Berlin Germany
- Torsten Langgemach
- Brandenburg State Agency for Environment, Bird Conservation Centre Buckow Germany
- Susanne Åkesson
- Department of Biology Lund University Lund Sweden
- Brady Mattsson
- Institute of Wildlife Biology and Game Management, Department of Ecosystem Management, Climate and Biodiversity University of Natural Resources and Life Sciences Vienna Austria
- Petra Sumasgutner
- Konrad Lorenz Research Center, Core Facility for Behavior and Cognition University of Vienna Grünau im Almtal Austria
- Manuel Alcántara de la Fuente
- Gobierno de Aragon Edificio San Pedro Nolasco Zaragoza Spain
- Ernesto Alvarez
- GREFA Madrid Spain
- Juan Arizaga
- Department of Ornithology Aranzadi Sciences Society San Sebastián Spain
- Albert Bach Pagès
- Swiss Ornithological Institute (SOI) Sempach Switzerland
- Ana Bermejo
- Independent Researcher Madrid Spain
- Guido Ceccolini
- CERM Endangered Raptors Centre Association Rocchette di Fazio Italy
- Nayden Chakarov
- Department of Animal Behaviour Bielefeld University Bielefeld Germany
- Peter Derpmann‐Hagenström
- LIFE EUROKITE External Assistant Gifhorn Germany
- Marek Dostál
- Department of Biology and Wildlife Diseases, Faculty of Veterinary Hygiene and Ecology University of Veterinary Sciences Brno Brno Czech Republic
- Gerd Fabian
- LIFE EUROKITE External Assistant Uelzen Germany
- Wolfgang Fiedler
- Max Planck Institute of Animal Behavior Radolfzell am Bodensee Germany
- Manuel Galán
- GREFA Madrid Spain
- Clément Ganier
- LPO France, Fonderies Royales Rochefort CS France
- Andreas Gärtner
- TB Raab GmbH Deutsch‐Wagram Austria
- Liza Glesener
- Naturschutzsyndikat Sicona Luxembourg Luxembourg
- Alfonso Godino
- Acción Por el Mundo Salvaje (AMUS) Villafranca Spain
- Zuzana Guziová
- Ochrana Dravcov Na Slovensku Raptor Protection of Slovakia (RPS) Bratislava Slovakia
- László Haraszthy
- Pro Vértes Természetvédelmi Közalapítvány Hungary
- Caka Karlsson
- Department of Biology Lund University Lund Sweden
- Katharina Klein
- Natur&ëmwelt ASBL Kockelscheuer Luxembourg
- Ivan Literák
- Department of Biology and Wildlife Diseases, Faculty of Veterinary Hygiene and Ecology University of Veterinary Sciences Brno Brno Czech Republic
- Nicolas Lorenzini
- LPO AURA‐Loire Saint‐Étienne France
- Manuela Löwold
- Mitteleuropäische Gesellschaft Zur Erhaltung der Greifvögel Deutschland (MEGEG DE) Fulda Germany
- Christopher Lüning
- LEA LandesEnergieAgentur Hessen GmbH Wiesbaden Germany
- Boris Maderič
- Ochrana Dravcov Na Slovensku Raptor Protection of Slovakia (RPS) Bratislava Slovakia
- Karel Makoň
- Des op Záchranná Stanice živočichů Plzeň Plzeň Czech Republic
- Kerstin Mammen
- ÖKOTOP–Büro für Angewandte Landschaftsökologie Halle (Saale) Germany
- Ubbo Mammen
- ÖKOTOP–Büro für Angewandte Landschaftsökologie Halle (Saale) Germany
- Torsten Marczak
- LIFE EUROKITE External Assistant Bützow Germany
- Hynek Matušík
- LIFE EUROKITE External Assistant Březolupy Czech Republic
- Aymeric Mionnet
- LPO Champagne‐Ardenne Ferme Des Grands Parts Outines France
- Sara Morollón
- SEO/BirdLife Madrid Spain
- Jakub Mráz
- LIFE EUROKITE External Assistant Planá nad LužnicíLužnicí Czech Republic
- Winfried Nachtigall
- Förderverein Sächsische Vogelschutzwarte Neschwitz eV Neschwitz Germany
- Bernd Nicolai
- Rotmilanzentrum Am Heineanum Halberstadt Germany
- Marta Olalde Fernández
- Arabako Foru Aldundia–Diputación Foral de Álava Vitoria‐Gasteiz ES Spain
- Meinolf Ottensmann
- Department of Animal Behaviour Bielefeld University Bielefeld Germany
- María Jesús Palacios González
- Directora de Programas de Conservación Dirección General de Sostenibilidad de la Junta de Extremadura Mérida Spain
- Jean‐Yves Paquet
- Département Études Natagora Namur Belgium
- Vladimír Pečeňák
- Ochrana Dravcov Na Slovensku Raptor Protection of Slovakia (RPS) Bratislava Slovakia
- Lubomír Peške
- LIFE EUROKITE External Assistant Praha Czech Republic
- Thomas Pfeiffer
- LIFE EUROKITE External Assistant Weimar Germany
- Robert Pudwill
- LIFE EUROKITE External Assistant Germany
- Dušan Rak
- ANITRA System s.r.o. Praha Czech Republic
- Tim Maximilian Rapp
- Department of Animal Behaviour Bielefeld University Bielefeld Germany
- Alexander Resetaritz
- ÖKOTOP–Büro für Angewandte Landschaftsökologie Halle (Saale) Germany
- Stef vanRijn
- Deltamilieu Projecten Vlissingen the Netherlands
- Romain Riols
- LPO AURA Auvergne Clermont‐Ferrand France
- Arturo Rodríguez
- Asociación Hontza Salvatierra‐Agurain (Araba) Spain
- Luisa Scholze
- TB Raab GmbH Deutsch‐Wagram Austria
- Laura Schulte
- Department of Behavioural Ecology Bielefeld University Bielefeld Germany
- Aurélie deSeynes
- LPO France Direction Territoriale Aquitaine Avenue de la Gare Saint‐Jean‐pied‐de‐port France
- Jan Škrábal
- TB Raab GmbH Deutsch‐Wagram Austria
- Péter Spakovszky
- TB Raab GmbH Deutsch‐Wagram Austria
- Eike Steinborn
- Rotmilanzentrum Am Heineanum Halberstadt Germany
- Ján Svetlík
- TB Raab GmbH Deutsch‐Wagram Austria
- Samuel Talhoet
- LPO Occitanie Palmas‐d’Aveyron Aveyron France
- Miklós Vaczi
- Fertő‐Hanság Nemzeti Park Igazgatóság Sarród Hungary
- Anne‐Gaelle Verdier
- LPO France, Fonderies Royales Rochefort CS France
- Zdenĕk Vermouzek
- Czech Society for Ornithology Praha Czech Republic
- Diego Villanúa Inglada
- Navarra Environmental Management (GAN‐NIK) Pamplona Spain
- Jörg Westphal
- District of Lippe Lower Nature Conservation Authority Detmold Germany
- Rainer Raab
- TB Raab GmbH Deutsch‐Wagram Austria
- DOI
- https://doi.org/10.1002/ece3.70975
- Journal volume & issue
-
Vol. 15,
no. 4
pp. n/a – n/a
Abstract
ABSTRACT Anthropogenic activities threaten many wildlife populations by increasing mortality rates, making it crucial to identify the locations and causes of mortality to inform conservation actions. Technological advancements, such as GPS satellite tracking, enable precise recording of wildlife movements. High‐resolution data from such devices can facilitate rapid carcass recovery and provide insights into the mortality causes of tagged individuals. Obtaining required information to determine these causes is complex, and standardized approaches can overcome these limitations. In this study, we introduce the LIFE EUROKITE Assessment Protocol (LEAP), a framework for determining the timing, locations, and causes of mortality in GPS‐tagged birds. LEAP is a multifaceted approach that integrates: (1) GPS tracking data, (2) evidence from the mortality location (site investigation), and (3) necropsy results to derive the mortality cause and a corresponding certainty score. We supplement the detailed description of LEAP with case studies assessing its effectiveness. Using 329 deceased GPS‐tagged red kites (Milvus milvus) we compared conditions of the carcasses processed using LEAP with 145 opportunistically collected raptor carcasses. We also show that LEAP improves carcass condition and therefore allows for higher quality necropsy results. Additionally, we assessed how availability among sources of information (tracking, site investigation and necropsy) influences the quality of mortality assessments. Applying LEAP with all data sources provided the highest quality assessments in 64% of cases. Some 35% of cases were of high quality without necropsy, instead drawing evidence only from tracking data and site investigations. Predation related mortality was less prevalent (11%) when relying on necropsy compared to cases without necropsy (36%), while poisoning showed the opposite trend. Furthermore, we provide guidelines and empirical examples of mortality assessments. Our standardized LEAP approach ensures the best use of all available information regarding mortality events in GPS‐tagged birds and advances wildlife mortality research as a valuable tool for conservationists and wildlife managers.
Keywords
- bird crime
- cause of death
- GPS tracking
- human‐wildlife conflict
- population monitoring
- survival analysis