Dataset associated with "Snapshot Europe 2021-2022: The first public dataset from a Europe-wide camera-trap survey of terrestrial vertebrates"

Version 2.0

Iannarilli, Fabiola; Keeves-von Wolff, Brigitta; Wikelski, Martin; Heurich, Marco; Kays, Roland W.; McShea, William J.; Cove, Michael V.; Karamanlidis, Alexandros A; Krambokoukis, Lambros; Gazzola, Andrea; Sin, Teodora; Pregler, Barbara; Barton, Owain; Shannon, Graeme; Greiner, Sina; Reiner, Rudolf; Sayol, Ferran; Vilella, Marc; López-Bao, José Vicente; Mateo-Tomás, Patricia; Kratzer, Raffael; Griesberger, Paul; Hackländer, Klaus; Wesely, Elisabeth; Brackhane, Sebastian; Daim, Andreas; Oehler, Felicitas; Nöbauer, Sophie; Sachser, Frederik; Arnold, Janosch; Kutal, Miroslav; Barros, Ana Luísa; Santos-Reis, Margarida; Popescu, Viorel D.; Moser, Valentin; Achtnich, Lorenz; Kortmann, Mareike; Neby, Magne; Frangini, Lorenzo; Carneiro, Camilo; Greco, Ilaria; Rovero, Francesco; Salvatori, Marco; Massolo, Alessandro; Tomassini, Orlando; Meyer, Ninon F. V.; Peters, Anne; Scholz, Lukas G; Kudernatsch, Thomas; Janječić, Mihael; Šprem, Nikica; Borowski, Zbigniew; Gehr, Benedikt A.; Andrist, Claude A; Calzada, Javier; Gutiérrez-Zapata, Santiago; SANTORO, SIMONE; Lorenzetti, Lucrezia; Donini, Valerio; Iacona, Elisa; Bertolino, Sandro; Preston, Elizabeth F R; Adaway, Kristy A; Morgan, Matthew C; Morton, F. Blake; Sutter, Koko M; Thompson-Jones, Dylan; Juvany, Laura; Hofmeester, Tim; Twietmeyer, Sönke; Cremonesi, Giacomo; Bisi, Francesco; Bužan, Elena; Duniš, Luka; Manzo, Emiliano; Cappai, Nadia; Iosif, Ruben; Promberger-Fuerpass, Barbara; Smith, Adam F; Brock, Colin; Ciuti, Simone; Oliver, Lee; Appleby, Scott Michael; Jansson, Gunnar; Klamm, Alisa; Ballmann, Axel; Lanszki, József; Allen, Maximilian; De Giovanni, Andrea; Bonnot, Nadège C.; Mårell, Anders; Pašukonis, Andrius; Wierzbowska, Izabela A; Indra, Lara; Franzetti, Barbara; Pontiggia, Pietro; Ertürk, Alper; soyumert, anıl; Bagrade, Guna; Ornicāns, Aivars; Ozoliņš, Jānis; Stepanova, Alda; Fusellas, Marc; Gonev, Andrej; Melovski, Dime; Pavlov, Aleksandar; Churski, Marcin; Gehrke, Monika M; Kasper, Katharina; Kirsch, Anna J; Kuijper, Dries P.J.; Say-Sallaz, Elise; Szafrańska, Paulina Anna; Vila-López, Jose; Frýbová, Šárka; Colomer Rosell, Joana; Pagacz, Stanisław; Witczuk, Julia; Žagar, Anamarija; Specht, Valentin; Vereecken, Sam; Braunholtz, Laura; Mill, Aileen C; Patterson, Bethany E; Pfeifer, Marion; Arnon, Amir; Boone, Niko; Casaer, Jim; Pallemaerts, Lynn; Loretto, Matthias-Claudio; Blount, J. David; Şekercioğlu, Çağan H; Kusak, Josip; Coban, Emrah; Cansse, Thomas; Felton, Annika; Sterrer, Ursula; Wagner, Michał; Zaborowska, Emilia; Salvador, Salvador; Broeckx, Hannah D; Krofel, Miha; Nagy, Eszter; Bowler, Mark; Kaasiku, Triin; Tosh, David G; Vecvanags, Alekss; Gegundez Arias, Manuel E; Szyc, Katarzyna; Edelhoff, Hendrik; Peters, Wibke; Balkenhol, Niko; Mayer, Kathrin; Signer, Johannes; Fetzer, André; Lang, Johannes; Lanz, Johann D; Nava, Teresa F; Ossi, Federico; Cagnacci, Francesca, 2026, "Dataset associated with "Snapshot Europe 2021-2022: The first public dataset from a Europe-wide camera-trap survey of terrestrial vertebrates"", https://doi.org/10.17617/3.7YLWMU, Edmond, V2

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Description	This dataset is associated with the publication Iannarilli et al. Snapshot Europe 2021-2022: The first public dataset from a Europe-wide camera-trap survey of terrestrial vertebrates published in Ecology (in press at 27 Feb 2026). The dataset contains camera-trap observations collected during the first two years of Snapshot Europe, a coordinated wildlife monitoring initiative conducted by camera-trap researchers across Europe. Data were collected simultaneously between mid-August and mid-November in 2021 and 2022. In total, more than 160 researchers deployed camera traps at 1,198 locations in 2021 and 967 locations in 2022 across 81 and 55 sampling arrays in 22 and 23 countries, respectively, producing 90,230 camera-trap days (49,033 in 2021 and 41,197 in 2022). Thirty of the 106 arrays were sampled in both years, enabling comparisons over time. All records were managed and processed using Wildlife Insights, where images were initially classified using an AI model and subsequently reviewed by at least one participant. The final dataset includes 94,441 observations of 64 mammal species and 5,022 detections of 77 bird species. These standardized data represent a broad snapshot of European wildlife communities and can be used to investigate patterns of species distribution, activity, and relative occurrence across the continent.
Keyword	annual surveys, biodiversity, biogeography, birds, camera traps, conservation, Europe, mammals, occupancy, species distributions, transnational monitoring
Related Publication	Snapshot Europe 2021-2022: The first public dataset from a Europe-wide camera-trap survey of terrestrial vertebrates. Ecology (in press)
License/Data Use Agreement	CC BY-SA 4.0

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Citation Metadata

Persistent Identifier	doi:10.17617/3.7YLWMU
Publication Date	2026-06-30
Title	Dataset associated with "Snapshot Europe 2021-2022: The first public dataset from a Europe-wide camera-trap survey of terrestrial vertebrates"
Author	Iannarilli, Fabiola Max Planck Institute of Animal Behavior Keeves-von Wolff, Brigitta Max Planck Institute of Animal Behavior Wikelski, Martin Migration, Max Planck Institute of Animal Behavior Biology, University of Konstanz Heurich, Marco Bavarian Forest National Park University of Freiburg Freiburg University of Inland Norway Kays, Roland W. North Carolina Museum of Natural Sciences Forestry and Environmental Resources, North Carolina State University McShea, William J. Smithsonian's National Zoo and Conservation Biology Institute Cove, Michael V. North Carolina Museum of Natural Sciences Karamanlidis, Alexandros A ARCTUROS - Civil Society for the Protection and Management of Wildlife and the Natural Environment Krambokoukis, Lambros ARCTUROS - Civil Society for the Protection and Management of Wildlife and the Natural Environment Gazzola, Andrea Association for the Conservation of Biological Diversity Sin, Teodora Association for the Conservation of Biological Diversity Centre for Environmental Research and Impact Studies, University of Bucharest Pregler, Barbara Babia Gora National Park Barton, Owain Bangor University University of Alberta Shannon, Graeme Bangor University Greiner, Sina Berchtesgaden National Park Administration Reiner, Rudolf Berchtesgaden National Park Administration Sayol, Ferran BETA Technological Centre, Universitat de Vic - Universitat Central de Catalunya Vilella, Marc Natural Sciences Museum of Granolllers López-Bao, José Vicente Biodiversity Research Institute, CSIC–University of Oviedo–Principality of Asturias Mateo-Tomás, Patricia Biodiversity Research Institute, CSIC–University of Oviedo–Principality of Asturias Kratzer, Raffael Black Forest Nationalpark Griesberger, Paul Ecosystem Management, Climate and Biodiversity, BOKU University, Institute of Wildlife Biology and Game Management Hackländer, Klaus Ecosystem Management, Climate and Biodiversity, BOKU University, Institute of Wildlife Biology and Game Management Deutsche Wildtier Stiftung Wesely, Elisabeth Ecosystem Management, Climate and Biodiversity, BOKU University, Institute of Wildlife Biology and Game Management Brackhane, Sebastian Ecosystem Management, Climate and Biodiversity, BOKU University, Institute of Wildlife Biology and Game Management Daim, Andreas Ecosystem Management, Climate and Biodiversity, BOKU University, Institute of Wildlife Biology and Game Management Oehler, Felicitas Ecosystem Management, Climate and Biodiversity, BOKU University, Institute of Wildlife Biology and Game Management Wildlife Research Unit Baden-Württemberg, Landwirtschaftlichen Zentrums Baden-Württemberg Nöbauer, Sophie Ecosystem Management, Climate and Biodiversity, BOKU University, Institute of Wildlife Biology and Game Management Sachser, Frederik Ecosystem Management, Climate and Biodiversity, BOKU University, Institute of Wildlife Biology and Game Management Arnold, Janosch Wildlife Research Unit Baden-Württemberg, LAZBW Kutal, Miroslav Carnivore Conservation Programme, Friends of the Earth Czech Republic Forest Ecology, Mendel University in Brno Barros, Ana Luísa Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa Santos-Reis, Margarida Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa Popescu, Viorel D. Ecology, Evolution and Environmental Biology, Columbia University University of Bucharest Moser, Valentin Community Ecology, Swiss Federal Institute for Forest, Snow and Landscape Research Aquatic Ecology, Eawag Swiss Federal Institute of Aquatic Science and Technology projectfelis.org Achtnich, Lorenz projectfelis.org Kortmann, Mareike Conservation Biology and Forest Ecology, Julius-Maximilians-Universität Würzburg Neby, Magne Agricultural Sciences, Inland Norway University of Applied Sciences - Hamar Campus Frangini, Lorenzo Agricultural, Food, Environmental and Animal Sciences, University of Udine Carneiro, Camilo Biology & CESAM, University of Aveiro South Iceland Research Centre, University of Iceland Greco, Ilaria Biology, University of Florence Rovero, Francesco Biology, University of Florence MUSE - Science Museum Salvatori, Marco Biology, University of Florence MUSE - Science Museum Massolo, Alessandro Biology, University of Pisa Tomassini, Orlando Biology, University of Pisa Meyer, Ninon F. V. Biology, University of Toronto Wildlife Ecology and Management, University of Freiburg Peters, Anne Wildlife Ecology and Management, University of Freiburg Department of National Park Monitoring and Animal Management, Bavarian Forest National Park Scholz, Lukas G Wildlife Ecology and Management, University of Freiburg Kudernatsch, Thomas Conservation and Biodiversity, Bavarian State Institute of Forestry Janječić, Mihael Fisheries, Apiculture, Wildlife Management and Special ZooFaculty of Agriculturelogy,, University of Zagreb Šprem, Nikica Fisheries, Apiculture, Wildlife Management and Special ZooFaculty of Agriculturelogy,, University of Zagreb Borowski, Zbigniew Forest Ecology, Forest Research Institute Gehr, Benedikt A. Evolutionary Biology and Environmental Sciences, University of Zurich Wildtier Schweiz Andrist, Claude A Wildtier Schweiz Calzada, Javier Integrated Sciences & Center for Advanced Studies in Physics, Mathematics, and Computing, Faculty of Experimental Sciences, Universidad de Huelva Gutiérrez-Zapata, Santiago Department of Integrated Sciences, Faculty of Experimental Sciences, Universidad de Huelva SANTORO, SIMONE Department of Integrated Sciences & Center for Advanced Studies in Physics, Mathematics, and Computing, Faculty of Experimental Sciences, Universidad de Huelva Natural Sciences and Environmental Health, University of South-Eastern Norway Lorenzetti, Lucrezia Life Sciences, University of Siena Stelvio National Park Donini, Valerio Stelvio National Park Iacona, Elisa Stelvio National Park Bertolino, Sandro Life Sciences and Systems Biology, University of Turin Preston, Elizabeth F R Pathobiology and Population Sciences, Royal Veterinary College Adaway, Kristy A Psychology, University of Hull Morgan, Matthew C Psychology, University of Hull Morton, F. Blake Psychology, University of Hull Sutter, Koko M Psychology, University of Hull Thompson-Jones, Dylan Psychology, University of Hull Juvany, Laura Wildlife, Fish, and Environmental Studies, Swedish University of Agricultural Sciences Hofmeester, Tim Wildlife, Fish, and Environmental Studies, Swedish University of Agricultural Sciences Twietmeyer, Sönke Eifel National Park Cremonesi, Giacomo Theoretical and Applied Sciences, Environment Analysis and Management Unit – Guido Tosi Research Group, University of Insubria Bisi, Francesco Theoretical and Applied Sciences, Environment Analysis and Management Unit – Guido Tosi Research Group, University of Insubria Bužan, Elena Faculty of Environmental Protection Faculty of Mathematics Natural Sciences and Information Technologies, University of Primorska Duniš, Luka Faculty of Mathematics Natural Sciences and Information Technologies, University of Primorska Manzo, Emiliano Fondazione Ethoikos Cappai, Nadia Parco Nazionale Foreste Casentinesi Iosif, Ruben Foundation Conservation Carpathia Promberger-Fuerpass, Barbara Foundation Conservation Carpathia Smith, Adam F Wildlife Ecology and Behaviour, SBES, Frankfurt Zoological Society University College Dublin Brock, Colin Wildlife Ecology and Behaviour, SBES, University College Dublin Ciuti, Simone Wildlife Ecology and Behaviour, SBES, University College Dublin Oliver, Lee Game and Wildlife Conservation Trust Appleby, Scott Michael Georg-August-Universität Göttingen Jansson, Gunnar Ecology Grimsö Wildlife Research Station, Department of Ecology, Swedish University of Agricultural Sciences Klamm, Alisa Conservation and Research, Hainich National Park Ballmann, Axel Harz National Park Lanszki, József HUN-REN Balaton Limnological Research Institute Allen, Maximilian Prairie Research Institute, University of Illinois Urbana-Champaign De Giovanni, Andrea Independent researcher Bonnot, Nadège C. INRAE, EFNO Université de Toulouse, INRAE, CEFS Mårell, Anders INRAE, EFNO Pašukonis, Andrius Institute of Biosciences, Vilnius University Life Sciences Center Wierzbowska, Izabela A Biology, Institute of Environmental Sciences, Jagiellonian University in Kraków Indra, Lara Institute of Forensic Medicine, University of Bern Franzetti, Barbara Italian Institute for Environmental Protection and Research Pontiggia, Pietro Italian Institute for Environmental Protection and Research Ertürk, Alper Arac Rafet Vergili Vocational School of Higher Education, Hunting and Wildlife Programme, Kastamonu University soyumert, anıl Arac Rafet Vergili Vocational School of Higher Education, Hunting and Wildlife Programme, Kastamonu University Bagrade, Guna Latvian State Forest Research Institute "Silava" Ornicāns, Aivars Latvian State Forest Research Institute "Silava" Ozoliņš, Jānis Latvian State Forest Research Institute "Silava" Stepanova, Alda Latvian State Forest Research Institute "Silava" Fusellas, Marc Limnos Gonev, Andrej Macedonian Ecological Society Melovski, Dime Macedonian Ecological Society Pavlov, Aleksandar Macedonian Ecological Society Churski, Marcin Mammal Research Institute Polish Academy of Sciences Gehrke, Monika M Mammal Research Institute Polish Academy of Sciences Kasper, Katharina Mammal Research Institute Polish Academy of Sciences Kirsch, Anna J Mammal Research Institute Polish Academy of Sciences Kuijper, Dries P.J. Mammal Research Institute Polish Academy of Sciences Say-Sallaz, Elise Mammal Research Institute Polish Academy of Sciences Szafrańska, Paulina Anna Mammal Research Institute Polish Academy of Sciences Vila-López, Jose Mammal Research Institute Polish Academy of Sciences Frýbová, Šárka Mendel University in Brno Colomer Rosell, Joana Minuartia Evolutionary Biology, Ecology and Environmental Sciences, Universitat de Barcelona Pagacz, Stanisław Polish Academy of Sciences, Museum and Institute of Zoology Witczuk, Julia Polish Academy of Sciences, Museum and Institute of Zoology Žagar, Anamarija National Institute of Biology Specht, Valentin Nationalpark Donau-Auen Vereecken, Sam Natuurpunt Scheldeland-kern Berlare Braunholtz, Laura Newcastle University Mill, Aileen C Newcastle University Patterson, Bethany E Newcastle University Pfeifer, Marion Newcastle University Arnon, Amir Ramat Hanadiv Nature Park Boone, Niko Research Institute for Nature and Forest Casaer, Jim Research Institute for Nature and Forest Pallemaerts, Lynn Research Institute for Nature and Forest Loretto, Matthias-Claudio Interdisciplinary Life Sciences, Research Institute of Wildlife Ecology, University of Veterinary Medicine Vienna Blount, J. David School of Biological Sciences, University of Utah Health Şekercioğlu, Çağan H School of Biological Sciences, University of Utah Health Molecular Biology and Genetics, Koç University KuzeyDoğa Society Kusak, Josip School of Biological Sciences, University of Utah Molecular Biology and Genetics, Koç University Veterinary Biology Unit, Veterinary Faculty Zagreb Coban, Emrah KuzeyDoğa Society Cansse, Thomas Faculty of Science Engineering and Built Environment, School of Life and Environmental Sciences, Deakin University Felton, Annika Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences Sterrer, Ursula Swiss National Park Wagner, Michał Taxus SI Sp. z o.o. Zaborowska, Emilia Taxus SI Sp. z o.o. Salvador, Salvador Universitat de Girona Broeckx, Hannah D University of Amsterdam Krofel, Miha Biotechnical Faculty, University of Ljubljana Nagy, Eszter Institute of Wildlife Biology and Wildlife Management, University of Sopron Bowler, Mark University of Suffolk Kaasiku, Triin University of Tartu Tosh, David G University of Ulster Vecvanags, Alekss Institute for Environmental Solutions Gegundez Arias, Manuel E Vision, Prediction, Optimisation and Control Systems Department, Science and Technology Research Centre, Universidad de Huelva Szyc, Katarzyna Warsaw University of Life Sciences Edelhoff, Hendrik Wildlife Biology and Management Research Unit, Bavarian State Institute of Forestry Peters, Wibke Wildlife Biology and Management Research Unit, Bavarian State Institute of Forestry Balkenhol, Niko Wildlife Sciences, Faculty of Forest Sciences and Forest Ecology, University of Goettingen Mayer, Kathrin Wildlife Sciences, Faculty of Forest Sciences and Forest Ecology, University of Goettingen Signer, Johannes Wildlife Sciences, Faculty of Forest Sciences and Forest Ecology, University of Goettingen Fetzer, André Working Group for Wildlife Research at the Clinic for Birds, Reptiles, Amphibians and Fish, Justus-Liebig-Universität Gießen Lang, Johannes Working Group for Wildlife Research at the Clinic for Birds, Reptiles, Amphibians and Fish, Justus-Liebig-Universität Gießen Lanz, Johann D Working Group for Wildlife Research at the Clinic for Birds, Reptiles, Amphibians and Fish, Justus-Liebig-Universität Gießen Nava, Teresa F Working Group for Wildlife Research at the Clinic for Birds, Reptiles, Amphibians and Fish, Justus-Liebig-Universität Gießen Ossi, Federico Animal Ecology Research Unit, Edmund Mach Foundation Research and Innovation Centre National Biodiversity Future Centre (NBFC) Cagnacci, Francesca Animal Ecology Research Unit, Edmund Mach Foundation Research and Innovation Centre National Biodiversity Future Centre (NBFC)
Study Type	survey
Description	This dataset is associated with the publication Iannarilli et al. Snapshot Europe 2021-2022: The first public dataset from a Europe-wide camera-trap survey of terrestrial vertebrates published in Ecology (in press at 27 Feb 2026). The dataset contains camera-trap observations collected during the first two years of Snapshot Europe, a coordinated wildlife monitoring initiative conducted by camera-trap researchers across Europe. Data were collected simultaneously between mid-August and mid-November in 2021 and 2022. In total, more than 160 researchers deployed camera traps at 1,198 locations in 2021 and 967 locations in 2022 across 81 and 55 sampling arrays in 22 and 23 countries, respectively, producing 90,230 camera-trap days (49,033 in 2021 and 41,197 in 2022). Thirty of the 106 arrays were sampled in both years, enabling comparisons over time. All records were managed and processed using Wildlife Insights, where images were initially classified using an AI model and subsequently reviewed by at least one participant. The final dataset includes 94,441 observations of 64 mammal species and 5,022 detections of 77 bird species. These standardized data represent a broad snapshot of European wildlife communities and can be used to investigate patterns of species distribution, activity, and relative occurrence across the continent.
Keyword	annual surveys biodiversity biogeography birds camera traps conservation Europe mammals occupancy species distributions transnational monitoring
Language	English
Depositor	Iannarilli, Fabiola
Deposit Date	2026-02-27
Related Publication	Snapshot Europe 2021-2022: The first public dataset from a Europe-wide camera-trap survey of terrestrial vertebrates. Ecology (in press)
Geolocation	Spatial Coverage: Europe

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