Abstract

Climate change has been associated with both latitudinal and elevational shifts in species’ ranges. The extent, however, to which climate change has driven recent range shifts alongside other putative drivers remains uncertain. Here, we use the changing distributions of 378 European breeding bird species over 30 years to explore the putative drivers of recent range dynamics, considering the effects of climate, land cover, other environmental variables, and species’ traits on the probability of local colonisation and extinction. On average, species shifted their ranges by 2.4 km/year. These shifts, however, were significantly different from expectations due to changing climate and land cover. We found that local colonisation and extinction events were influenced primarily by initial climate conditions and by species’ range traits. By contrast, changes in climate suitability over the period were less important. This highlights the limitations of using only climate and land cover when projecting future changes in species’ ranges and emphasises the need for integrative, multi-predictor approaches for more robust forecasting.

Species’ range shifts projections are usually based on climate and land cover variables. Here, the authors use long-term records for bird species to show that species distribution models accounting for climate and land cover often fail to predict observed range shifts.

Details

Title
Local colonisations and extinctions of European birds are poorly explained by changes in climate suitability
Author
Howard, Christine 1   VIAFID ORCID Logo  ; Marjakangas, Emma-Liina 2   VIAFID ORCID Logo  ; Morán-Ordóñez, Alejandra 3 ; Milanesi, Pietro 4   VIAFID ORCID Logo  ; Abuladze, Aleksandre 5 ; Aghababyan, Karen 6   VIAFID ORCID Logo  ; Ajder, Vitalie 7 ; Arkumarev, Volen 8 ; Balmer, Dawn E. 9   VIAFID ORCID Logo  ; Bauer, Hans-Günther 10 ; Beale, Colin M. 11   VIAFID ORCID Logo  ; Bino, Taulant 12 ; Boyla, Kerem Ali 13 ; Burfield, Ian J. 14 ; Burke, Brian 15 ; Caffrey, Brian 15 ; Chodkiewicz, Tomasz 16   VIAFID ORCID Logo  ; Del Moral, Juan Carlos 17 ; Mazal, Vlatka Dumbovic 18 ; Fernández, Néstor 19   VIAFID ORCID Logo  ; Fornasari, Lorenzo 20   VIAFID ORCID Logo  ; Gerlach, Bettina 21   VIAFID ORCID Logo  ; Godinho, Carlos 22   VIAFID ORCID Logo  ; Herrando, Sergi 23   VIAFID ORCID Logo  ; Ieronymidou, Christina 24 ; Johnston, Alison 25   VIAFID ORCID Logo  ; Jovicevic, Mihailo 26 ; Kalyakin, Mikhail 27 ; Keller, Verena 28   VIAFID ORCID Logo  ; Knaus, Peter 29   VIAFID ORCID Logo  ; Kotrošan, Dražen 30 ; Kuzmenko, Tatiana 31   VIAFID ORCID Logo  ; Leitão, Domingos 32 ; Lindström, Åke 33   VIAFID ORCID Logo  ; Maxhuni, Qenan 34   VIAFID ORCID Logo  ; Mihelič, Tomaž 35 ; Mikuska, Tibor 36 ; Molina, Blas 37 ; Nagy, Károly 38 ; Noble, David 9 ; Øien, Ingar Jostein 39   VIAFID ORCID Logo  ; Paquet, Jean-Yves 40 ; Pladevall, Clara 41 ; Portolou, Danae 42   VIAFID ORCID Logo  ; Radišić, Dimitrije 43   VIAFID ORCID Logo  ; Rajkov, Saša 44   VIAFID ORCID Logo  ; Rajković, Draženko Z. 44   VIAFID ORCID Logo  ; Raudonikis, Liutauras 45 ; Sattler, Thomas 29   VIAFID ORCID Logo  ; Saveljić, Darko 46 ; Shimmings, Paul 47 ; Sjenicic, Jovica 48 ; Šťastný, Karel 49 ; Stoychev, Stoycho 8 ; Strus, Iurii 50   VIAFID ORCID Logo  ; Sudfeldt, Christoph 51 ; Sultanov, Elchin 52 ; Szép, Tibor 53   VIAFID ORCID Logo  ; Teufelbauer, Norbert 54   VIAFID ORCID Logo  ; Uzunova, Danka 55 ; van Turnhout, Chris A. M. 56 ; Velevski, Metodija 57   VIAFID ORCID Logo  ; Vikstrøm, Thomas 58 ; Vintchevski, Alexandre 59 ; Voltzit, Olga 60   VIAFID ORCID Logo  ; Voříšek, Petr 61   VIAFID ORCID Logo  ; Wilk, Tomasz 62 ; Zurell, Damaris 63   VIAFID ORCID Logo  ; Brotons, Lluís 64 ; Lehikoinen, Aleksi 65   VIAFID ORCID Logo  ; Willis, Stephen G. 1   VIAFID ORCID Logo 

 Durham University, Conservation Ecology Group, Department of Biosciences, Durham, UK (GRID:grid.8250.f) (ISNI:0000 0000 8700 0572) 
 University of Helsinki, The Helsinki Lab of Ornithology, Finnish Museum of Natural History, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071) 
 Ecological and Forestry Applications Research Centre (CREAF), Cerdanyola del Vallès, Spain (GRID:grid.452388.0) (ISNI:0000 0001 0722 403X); Forest Science and Tecnology Centre (CTFC), Carretera vella de Sant Llorenç de Morunys km 2, Sant Llorenç de Morunys, Spain (GRID:grid.452388.0) 
 Swiss Ornithological Institute, Seerose 1, Sempach, Switzerland (GRID:grid.419767.a) (ISNI:0000 0001 1512 3677); University of Bologna, Department of Biological, Geological and Environmental Sciences (BiGeA), Bologna, Italy (GRID:grid.6292.f) (ISNI:0000 0004 1757 1758) 
 Ilia State University, Institute of Zoology, Tbilisi, Georgia (GRID:grid.428923.6) (ISNI:0000 0000 9489 2441) 
 BirdLinks Armenia (former TSE—Towards Sustainable Ecosystems) NGO, Yerevan, Armenia (GRID:grid.428923.6) 
 Society for Birds and Nature Protection, Leova, Republic of Moldova (GRID:grid.428923.6); Moldova State University, Chişinău, Republic of Moldova (GRID:grid.38926.36) (ISNI:0000 0001 2297 8198) 
 Bulgarian Society for the Protection of Birds/BirdLife Bulgaria, Sofia, Bulgaria (GRID:grid.475923.e) (ISNI:0000 0001 2325 5653) 
 British Trust for Ornithology, The Nunnery, Thetford, Norfolk, UK (GRID:grid.423196.b) (ISNI:0000 0001 2171 8108); Atlas Steering Committee, European Bird Census Council, Prague 5, Czech Republic (GRID:grid.423196.b) 
10  Atlas Steering Committee, European Bird Census Council, Prague 5, Czech Republic (GRID:grid.423196.b); Max-Planck Institute of Animal Behaviour, Radolfzell, Germany (GRID:grid.507516.0) (ISNI:0000 0004 7661 536X) 
11  University of York, York Environmental Sustainability Institute, York, UK (GRID:grid.5685.e) (ISNI:0000 0004 1936 9668); University of York, Department of Biology, York, UK (GRID:grid.5685.e) (ISNI:0000 0004 1936 9668) 
12  Albanian Ornithological Society, Rr. “Vaso Pasha”, Tirana, Albania (GRID:grid.5685.e) 
13  WWF Turkey, Büyük Postane Caddesi No: 19 Kat: 5, İstanbul, Turkey (GRID:grid.5685.e) 
14  BirdLife International, David Attenborough Building, Cambridge, UK (GRID:grid.432210.6) (ISNI:0000 0004 0383 6292) 
15  Bullford Business Campus, Kilcoole, Greystones, BirdWatch Ireland, Unit 20, Block D, County Wicklow, Ireland (GRID:grid.432210.6) 
16  Polish Academy of Sciences, Museum and Institute of Zoology, Warszawa, Poland (GRID:grid.413454.3) (ISNI:0000 0001 1958 0162); Polish Society for the Protection of Birds, Marki, Poland (GRID:grid.413454.3) 
17  Sociedad Española de Ornitología (SEO/BirdLife), Madrid, Spain (GRID:grid.413454.3) 
18  Ministry of Economy and Sustainable Development, Institute for Environment and Nature, Zagreb, Croatia (GRID:grid.413454.3) 
19  German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany (GRID:grid.421064.5) (ISNI:0000 0004 7470 3956); Inst. of Biology, Martin Luther Univ. Halle-Wittenberg, Halle, Germany (GRID:grid.9018.0) (ISNI:0000 0001 0679 2801) 
20  Associazione FaunaViva, Via Fumagalli 6, Milano, Italy (GRID:grid.9018.0) 
21  DDA—Federation of German Avifaunists, Münster, Germany (GRID:grid.9018.0) 
22  Environment and Development; LabOr—Laboratório de Ornitologia Universidade de Évora Pólo da Mitra, MED—Mediterranean Institute for Agriculture, Évora, Portugal (GRID:grid.8389.a) (ISNI:0000 0000 9310 6111) 
23  Ecological and Forestry Applications Research Centre (CREAF), Cerdanyola del Vallès, Spain (GRID:grid.452388.0) (ISNI:0000 0001 0722 403X); Atlas Steering Committee, European Bird Census Council, Prague 5, Czech Republic (GRID:grid.452388.0); Natural History Museum of Barcelona, Plaça Leonardo da Vinci 4–5, Catalan Ornithological Institute, Barcelona, Spain (GRID:grid.511627.6) 
24  BirdLife Cyprus, Nicosia, Cyprus (GRID:grid.475904.b) 
25  University of St Andrews, Centre for Research into Ecological and Environmental Modelling, St Andrews, UK (GRID:grid.11914.3c) (ISNI:0000 0001 0721 1626) 
26  Pro Natura, Donji Crnci bb, Spuž, Montenegro (GRID:grid.11914.3c) 
27  Atlas Steering Committee, European Bird Census Council, Prague 5, Czech Republic (GRID:grid.11914.3c); Zoological Museum of Lomonosov Moscow State University, Moscow, Russia (GRID:grid.14476.30) (ISNI:0000 0001 2342 9668) 
28  Swiss Ornithological Institute, Seerose 1, Sempach, Switzerland (GRID:grid.419767.a) (ISNI:0000 0001 1512 3677); Atlas Steering Committee, European Bird Census Council, Prague 5, Czech Republic (GRID:grid.419767.a) 
29  Swiss Ornithological Institute, Seerose 1, Sempach, Switzerland (GRID:grid.419767.a) (ISNI:0000 0001 1512 3677) 
30  Ornithological society “Naše ptice”, Sarajevo, Bosnia and Herzegovina (GRID:grid.419767.a) 
31  Ukrainian Society for the Protection of Birds, Kyiv, Ukraine (GRID:grid.419767.a) 
32  Sociedade Portuguesa para o Estudo das Aves, Lisboa, Portugal (GRID:grid.419767.a) 
33  Lund University, Department of Biology, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361) 
34  Kosovo Ornithological Society, Prishtinë, Republic of Kosovo (GRID:grid.4514.4) 
35  DOPPS—BirdLife Slovenia, Ljubljana, Slovenia (GRID:grid.4514.4) 
36  Croatian Society for Birds and Nature Protection, Osijek, Croatia (GRID:grid.4514.4) 
37  Sociedad Española de Ornitología (SEO/BirdLife), Madrid, Spain (GRID:grid.4514.4) 
38  MME BirdLife Hungary, Budapest, Hungary (GRID:grid.452150.7) (ISNI:0000 0004 8513 9916) 
39  BirdLife Norway. Sandgata 30b, Trondheim, Norway (GRID:grid.423196.b) 
40  Natagora, Traverse des muses 1, Namur, Belgium (GRID:grid.423196.b) 
41  Andorra Research + Innovation, Sant Julià de Lòria, Andorra (GRID:grid.423196.b) 
42  Hellenic Ornithological Society / BirdLife Greece, Athens, Greece (GRID:grid.423196.b) 
43  University of Novi Sad, Faculty of Sciences, Department of Biology and Ecology, Trg Dositeja Obradovića 3, Novi Sad, Serbia (GRID:grid.10822.39) (ISNI:0000 0001 2149 743X) 
44  Center for Biodiversity Research, Novi Sad, Serbia (GRID:grid.10822.39) 
45  Lithuanian Ornithological Society, Vilnius, Lithuania (GRID:grid.475779.f) (ISNI:0000 0001 1087 3559) 
46  Environmental Protection Agency of Montenegro, Podgorica, Montenegro (GRID:grid.419767.a) 
47  BirdLife Norway. Sandgata 30b, Trondheim, Norway (GRID:grid.419767.a) 
48  Ornithological society “Naše ptice”, Sarajevo, Bosnia and Herzegovina (GRID:grid.419767.a); Society for Research and Protection of Biodiversity, Banja Luka, Bosnia and Herzegovina (GRID:grid.419767.a) 
49  Czech University of Life Sciences, Faculty of Environmental Sciences, Dept. of Ecology, Prague, Czech Republic (GRID:grid.15866.3c) (ISNI:0000 0001 2238 631X) 
50  Nature reserve “Roztochya”, Ivano-Frankove, Ukraine (GRID:grid.475923.e) 
51  DDA—Federation of German Avifaunists, Münster, Germany (GRID:grid.475923.e) 
52  Azerbaijan Ornithological Society, Baku, Azerbaijan Republic (GRID:grid.475923.e) 
53  MME BirdLife Hungary, Budapest, Hungary (GRID:grid.452150.7) (ISNI:0000 0004 8513 9916); University of Nyíregyháza, Nyíregyháza, Hungary (GRID:grid.426029.b) (ISNI:0000 0001 0110 6198) 
54  BirdLife Österreich, Wien, Austria (GRID:grid.426029.b) 
55  Macedonian Ecological Society, Skopje, N, Macedonia (GRID:grid.426029.b) 
56  Sovon—Dutch Centre for Field Ornithology, Nijmegen, The Netherlands (GRID:grid.452751.0) (ISNI:0000 0004 0465 6808); Radboud University, Radboud Institute for Biological and Environmental Sciences, Nijmegen, The Netherlands (GRID:grid.5590.9) (ISNI:0000000122931605) 
57  Macedonian Ecological Society, Skopje, N, Macedonia (GRID:grid.5590.9) 
58  Dansk Ornitologisk Forening (DOF—BirdLife DK), Copenhagen, Denmark (GRID:grid.5590.9) 
59  TAA “Dzikaja pryroda”, Minsk, Belarus (GRID:grid.5590.9) 
60  Zoological Museum of Lomonosov Moscow State University, Moscow, Russia (GRID:grid.14476.30) (ISNI:0000 0001 2342 9668) 
61  Atlas Steering Committee, European Bird Census Council, Prague 5, Czech Republic (GRID:grid.14476.30); Czech Society for Ornithology, Prague 5, Czechia (GRID:grid.475834.9) 
62  Polish Society for the Protection of Birds, Marki, Poland (GRID:grid.475834.9) 
63  University of Potsdam, Institute for Biochemistry and Biology, Potsdam, Germany (GRID:grid.11348.3f) (ISNI:0000 0001 0942 1117) 
64  Ecological and Forestry Applications Research Centre (CREAF), Cerdanyola del Vallès, Spain (GRID:grid.452388.0) (ISNI:0000 0001 0722 403X); Forest Science and Tecnology Centre (CTFC), Carretera vella de Sant Llorenç de Morunys km 2, Sant Llorenç de Morunys, Spain (GRID:grid.452388.0); Atlas Steering Committee, European Bird Census Council, Prague 5, Czech Republic (GRID:grid.452388.0); CSIC, Cerdanyola del Vallès, Spain (GRID:grid.4711.3) (ISNI:0000 0001 2183 4846) 
65  University of Helsinki, The Helsinki Lab of Ornithology, Finnish Museum of Natural History, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071); Atlas Steering Committee, European Bird Census Council, Prague 5, Czech Republic (GRID:grid.7737.4) 
Pages
4304
Publication year
2023
Publication date
2023
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2840081707
Copyright
© The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.