Potential sources of time lags in calibrating species distribution models

. 2024 Jan ; 51 (1) : 89-102. [epub] 20230928

Status PubMed-not-MEDLINE Jazyk angličtina Země Anglie, Velká Británie Médium print-electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid38515765

The Anthropocene is characterized by a rapid pace of environmental change and is causing a multitude of biotic responses, including those that affect the spatial distribution of species. Lagged responses are frequent and species distributions and assemblages are consequently pushed into a disequilibrium state. How the characteristics of environmental change-for example, gradual 'press' disturbances such as rising temperatures due to climate change versus infrequent 'pulse' disturbances such as extreme events-affect the magnitude of responses and the relaxation times of biota has been insufficiently explored. It is also not well understood how widely used approaches to assess or project the responses of species to changing environmental conditions can deal with time lags. It, therefore, remains unclear to what extent time lags in species distributions are accounted for in biodiversity assessments, scenarios and models; this has ramifications for policymaking and conservation science alike. This perspective piece reflects on lagged species responses to environmental change and discusses the potential consequences for species distribution models (SDMs), the tools of choice in biodiversity modelling. We suggest ways to better account for time lags in calibrating these models and to reduce their leverage effects in projections for improved biodiversity science and policy.

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Aguilar, R. , Cristóbal‐Pérez, E. J. , Balvino‐Olvera, F. J. , de Jesús Aguilar‐Aguilar, M. , Aguirre‐Acosta, N. , Ashworth, L. , Lobo, J. A. , Martén‐Rodríguez, S. , Fuchs, E. J. , Sanchez‐Montoya, G. , Bernardello, G. , & Quesada, M. (2019). Habitat fragmentation reduces plant progeny quality: A global synthesis. Ecology Letters, 22(7), 1163–1173. 10.1111/ele.13272 PubMed DOI

Alexander, J. M. , Chalmandrier, L. , Lenoir, J. , Burgess, T. I. , Essl, F. , Haider, S. , Kueffer, C. , McDougall, K. , Milbau, A. , Nuñez, M. A. , Pauchard, A. , Rabitsch, W. , Rew, L. J. , Sanders, N. J. , & Pellissier, L. (2018). Lags in the response of mountain plant communities to climate change. Global Change Biology, 24(2), 563–579. 10.1111/gcb.13976 PubMed DOI PMC

Alexander, J. M. , Diez, J. M. , Hart, S. P. , & Levine, J. M. (2016). When climate reshuffles competitors: A call for experimental macroecology. Trends in Ecology and Evolution, 31(11), 831–841. 10.1016/j.tree.2016.08.003 PubMed DOI PMC

Antão, L. H. , Bates, A. E. , Blowes, S. A. , Waldock, C. , Supp, S. R. , Magurran, A. E. , Dornelas, M. , & Schipper, A. M. (2020). Temperature‐related biodiversity change across temperate marine and terrestrial systems. Nature Ecology and Evolution, 4(7), 927–933. 10.1038/s41559-020-1185-7 PubMed DOI

Atwater, D. Z. , & Barney, J. N. (2021). Climatic niche shifts in 815 introduced plant species affect their predicted distributions. Global Ecology and Biogeography, 30(8), 1671–1684. 10.1111/geb.13342 DOI

Bailey, S. A. , Brown, L. , Campbell, M. L. , Canning‐Clode, J. , Carlton, J. T. , Castro, N. , Chainho, P. , Chan, F. T. , Creed, J. C. , Curd, A. , Darling, J. , Fofonoff, P. , Galil, B. S. , Hewitt, C. L. , Inglis, G. J. , Keith, I. , Mandrak, N. E. , Marchini, A. , McKenzie, C. H. , … Zhan, A. (2020). Trends in the detection of aquatic non‐indigenous species across global marine, estuarine and freshwater ecosystems: A 50‐year perspective. Diversity and Distributions, 26(12), 1780–1797. 10.1111/ddi.13167 PubMed DOI PMC

Baselga, A. , Lobo, J. M. , Svenning, J. C. , & Araújo, M. B. (2012). Global patterns in the shape of species geographical ranges reveal range determinants. Journal of Biogeography, 39(4), 760–771. 10.1111/j.1365-2699.2011.02612.x DOI

Beale, C. M. , Lennon, J. J. , Yearsley, J. M. , Brewer, M. J. , & Elston, D. A. (2010). Regression analysis of spatial data. Ecology Letters, 13(2), 246–264. 10.1111/j.1461-0248.2009.01422.x PubMed DOI

Bertrand, R. , Lenoir, J. , Piedallu, C. , Dillon, G. R. , De Ruffray, P. , Vidal, C. , Pierrat, J. C. , & Gégout, J. C. (2011). Changes in plant community composition lag behind climate warming in lowland forests. Nature, 479(7374), 517–520. 10.1038/nature10548 PubMed DOI

Broennimann, O. , Mráz, P. , Petitpierre, B. , Guisan, A. , & Müller‐Schärer, H. (2014). Contrasting spatio‐temporal climatic niche dynamics during the eastern and western invasions of spotted knapweed in North America. Journal of Biogeography, 41(6), 1126–1136. 10.1111/jbi.12274 DOI

Chen, I. C. , Hill, J. K. , Ohlemüller, R. , Roy, D. B. , & Thomas, C. D. (2011). Rapid range shifts of species associated with high levels of climate warming. Science, 333(6045), 1024–1026. 10.1126/science.1206432 PubMed DOI

Chevalier, M. , Zarzo‐Arias, A. , Guélat, J. , Mateo, R. G. , & Guisan, A. (2022). Accounting for niche truncation to improve spatial and temporal predictions of species distributions. Frontiers in Ecology and Evolution, 760, 944116. 10.3389/fevo.2022.944116 DOI

Cromsigt, J. P. G. M. , Kerley, G. I. H. , & Kowalczyk, R. (2012). The difficulty of using species distribution modelling for the conservation of refugee species ‐ the example of European bison. Diversity and Distributions, 18(12), 1253–1257. 10.1111/j.1472-4642.2012.00927.x DOI

Crous, C. J. , Burgess, T. I. , Le Roux, J. J. , Richardson, D. M. , Slippers, B. , & Wingfield, M. J. (2017). Ecological disequilibrium drives insect pest and pathogen accumulation in non‐native trees. AoB Plants, 9(1), 1–16. 10.1093/aobpla/plw081 PubMed DOI PMC

Dambrine, E. , Dupouey, J. L. , Laüt, L. , Humbert, L. , Thinon, M. , Beaufils, T. , & Richard, H. (2007). Present forest biodiversity patterns in France related to former roman agriculture. Ecology, 88(6), 1430–1439. 10.1890/05-1314 PubMed DOI

De Knegt, H. J. , Van Langevelde, F. , Coughenour, M. B. , Skidmore, A. K. , De Boer, W. F. , Heitkönig, I. M. A. , Knox, N. M. , Slotow, R. , Van Der Waal, C. , & Prins, H. H. T. (2010). Spatial autocorrelation and the scaling of species‐environment relationships. Ecology, 91(8), 2455–2465. 10.1890/09-1359.1 PubMed DOI

de Koening, K. , Broekhuijsen, J. , Kühn, I. , Ovaskainen, O. , Taubert, F. , Endresen, D. , Schigel, D. , & Grimm, V. (2023). Digital twins: Dynamic model‐data fusion for ecology. Trends in Ecology and Evolution, 38(10), 916–926. 10.1016/j.tree.2023.04.010. PubMed DOI

Decker, R. R. , Baskett, M. L. , & Hastings, A. (2021). Trailing‐edge zombie forests can increase population persistence in the face of climate change. bioRxiv, 2021(12), 471250. 10.1101/2021.12.07.471250 DOI

Devictor, V. , Van Swaay, C. , Brereton, T. , Brotons, L. , Chamberlain, D. , Heliölö, J. , Herrando, S. , Julliard, R. , Kuussaari, M. , Lindström, Å. , Reif, J. , Roy, D. B. , Schweiger, O. , Settele, J. , Stefanescu, C. , Van Strien, A. , Van Turnhout, C. , Vermouzek, Z. , WallisDeVries, M. , … Jiguet, F. (2012). Differences in the climatic debts of birds and butterflies at a continental scale. Nature Climate Change, 2(2), 121–124. 10.1038/nclimate1347 DOI

Díaz, S. , Settele, J. , Brondízio, E. S. , Ngo, H. T. , Agard, J. , Arneth, A. , Balvanera, P. , Brauman, K. A. , Butchart, S. H. M. , Chan, K. M. A. , Lucas, A. G. , Ichii, K. , Liu, J. , Subramanian, S. M. , Midgley, G. F. , Miloslavich, P. , Molnár, Z. , Obura, D. , Pfaff, A. , … Zayas, C. N. (2019). Pervasive human‐driven decline of life on earth points to the need for transformative change. Science, 366(6471), eaax3100. 10.1126/science.aax3100 PubMed DOI

Dobson, R. , Challinor, A. J. , Cheke, R. A. , Jennings, S. , Willis, S. G. , & Dallimer, M. (2023). dynamicSDM: An R package for species geographical distribution and abundance modelling at high spatiotemporal resolution. Methods in Ecology and Evolution, 1–10, 1190–1199. 10.1111/2041-210X.14101 DOI

Dormann, C. , McPherson, J. , Araújo, M. , Bivand, R. , Bolliger, J. , Carl, G. , Davies, R. , Hirzel, A. , Jetz, W. , Daniel Kissling, W. , Kühn, I. , Ohlemüller, R. , Peres‐Neto, P. R. , Reineking, B. , Schröder, B. , Schurr, F. M. , & Wilson, R. (2007). Methods to account for spatial autocorrelation in the analysis of species distributional data: A review. Ecography, 30(5), 609–628. 10.1111/j.2007.0906-7590.05171.x DOI

Dormann, C. F. , Schymanski, S. J. , Cabral, J. , Chuine, I. , Graham, C. , Hartig, F. , Kearney, M. , Morin, X. , Römermann, C. , Schröder, B. , & Singer, A. (2012). Correlation and process in species distribution models: Bridging a dichotomy. Journal of Biogeography, 39(12), 2119–2131. 10.1111/j.1365-2699.2011.02659.x DOI

Downey, P. O. , & Richardson, D. M. (2016). Alien plant invasions and native plant extinctions: A six‐threshold framework. AoB Plants, 8, plw047. 10.1093/aobpla/plw047 PubMed DOI PMC

Dullinger, S. , Essl, F. , Rabitsch, W. , Erb, K. H. , Gingrich, S. , Haberl, H. , Hülber, K. , Jarošík, V. , Krausmann, F. , Kuḧn, I. , Pergl, J. , Pyšek, P. , & Hulme, P. E. (2013). Europe's other debt crisis caused by the long legacy of future extinctions. Proceedings of the National Academy of Sciences of the United States of America, 110(18), 7342–7347. 10.1073/pnas.1216303110 PubMed DOI PMC

Dullinger, S. , Kleinbauer, I. , Peterseil, J. , Smolik, M. , & Essl, F. (2009). Niche based distribution modelling of an invasive alien plant: Effects of population status, propagule pressure and invasion history. Biological Invasions, 11(10), 2401–2414. 10.1007/s10530-009-9424-5 DOI

Early, R. , & Sax, D. F. (2014). Climatic niche shifts between species' native and naturalized ranges raise concern for ecological forecasts during invasions and climate change. Global Ecology and Biogeography, 23(12), 1356–1365. 10.1111/geb.12208 DOI

Elith, J. , & Leathwick, J. R. (2009). Species distribution models: Ecological explanation and prediction across space and time. Annual Review of Ecology, Evolution, and Systematics, 40, 677–697. 10.1146/annurev.ecolsys.110308.120159 DOI

Ellis, E. C. , Goldewijk, K. K. , Siebert, S. , Lightman, D. , & Ramankutty, N. (2010). Anthropogenic transformation of the biomes, 1700 to 2000. Global Ecology and Biogeography, 19(5), 589–606. 10.1111/j.1466-8238.2010.00540.x DOI

Erb, K. H. , Fetzel, T. , Plutzar, C. , Kastner, T. , Lauk, C. , Mayer, A. , Niedertscheider, M. , Körner, C. , & Haberl, H. (2016). Biomass turnover time in terrestrial ecosystems halved by land use. Nature Geoscience, 9(9), 674–678. 10.1038/ngeo2782 DOI

Eriksson, O. (1996). Regional dynamics of plants: A review of evidence for remnant, source‐sink and metapopulations. Oikos, 77(2), 248–258. https://about.jstor.org/terms

Essl, F. , Dullinger, S. , Genovesi, P. , Hulme, P. E. , Jeschke, J. M. , Katsanevakis, S. , Kuhn, I. , Lenzner, B. , Pauchard, A. , Pysek, P. , Rabitsch, W. , Richardson, D. M. , Seebens, H. , van Kleunen, M. , van der Putten, W. H. , Vila, M. , & Bacher, S. (2019). A conceptual framework for range‐expanding species that track human‐induced environmental change. Bioscience, 69(11), 908–919. 10.1093/biosci/biz101 DOI

Essl, F. , Dullinger, S. , Rabitsch, W. , Hulme, P. E. , Pyšek, P. , Wilson, J. R. U. , & Richardson, D. M. (2015). Historical legacies accumulate to shape future biodiversity in an era of rapid global change. Diversity and Distributions, 21(5), 534–547. 10.1111/ddi.12312 DOI

Fricke, E. C. , Ordonez, A. , Rogers, H. S. , & Svenning, J.‐C. (2022). The effects of defaunation on plants' capacity to track climate change. Science, 375, 210–214. PubMed

García‐Rodríguez, A. , Lenzner, B. , Marino, C. , Liu, C. , Velasco, J. A. , Bellard, C. , Jeschke, J. M. , Seebens, H. , & Essl, F. (2023). Patterns and drivers of climatic niche dynamics during biological invasions of Island‐endemic amphibians, reptiles, and birds. Global Change Biology, 29, 4924–4938. 10.1111/gcb.16849 PubMed DOI PMC

Gaüzère, P. , & Devictor, V. (2021). Mismatches between birds' spatial and temporal dynamics reflect their delayed response to global changes. Oikos, 130(8), 1284–1296. 10.1111/oik.08289 DOI

Gilbert, N. A. , Stenglein, J. L. , Pauli, J. N. , & Zuckerberg, B. (2022). Human disturbance compresses the spatiotemporal niche. Proceedings of the National Academy of Sciences of the United States of America, 119(52), e2206339119. 10.1073/pnas.2206339119 PubMed DOI PMC

Guisan, A. , Petitpierre, B. , Broennimann, O. , Daehler, C. , & Kueffer, C. (2014). Unifying niche shift studies: Insights from biological invasions. Trends in Ecology and Evolution, 29(5), 260–269. 10.1016/j.tree.2014.02.009 PubMed DOI

Guisan, A. , & Thuiller, W. (2005). Predicting species distribution: Offering more than simple habitat models. Ecology Letters, 8(9), 993–1009. 10.1111/j.1461-0248.2005.00792.x PubMed DOI

Guisan, A. , Thuiller, W. , & Zimmermann, N. E. (2017). Habitat suitability and distribution models. Cambridge University Press. 10.1017/9781139028271 DOI

Halfwerk, W. , & Jerem, P. (2021). A systematic review of research investigating the combined ecological impact of anthropogenic noise and artificial light at night. Frontiers in Ecology and Evolution, 9, 765950. 10.3389/fevo.2021.765950 DOI

Harwood, T. D. , Mokany, K. , & Paini, D. R. (2014). Microclimate is integral to the modeling of plant responses to macroclimate. Proceedings of the National Academy of Sciences of the United States of America, 111(13), E1164–E1165. 10.1073/pnas.1400069111 PubMed DOI PMC

Hattab, T. , Garzón‐López, C. X. , Ewald, M. , Skowronek, S. , Aerts, R. , Horen, H. , Brasseur, B. , Gallet‐Moron, E. , Spicher, F. , Decocq, G. , Feilhauer, H. , Honnay, O. , Kempeneers, P. , Schmidtlein, S. , Somers, B. , Van De Kerchove, R. , Rocchini, D. , & Lenoir, J. (2017). A unified framework to model the potential and realized distributions of invasive species within the invaded range. Diversity and Distributions, 23(7), 806–819. 10.1111/ddi.12566 DOI

Hill, A. P. , Nolan, C. J. , Hemes, K. S. , Cambron, T. W. , & Field, C. B. (2023). Low‐elevation conifers in California's Sierra Nevada are out of equilibrium with climate. PNAS Nexus, 2(2), pgad004. 10.1093/pnasnexus/pgad004 PubMed DOI PMC

Hoegh‐Guldberg, O. , Mumby, P. J. , Hooten, A. J. , Steneck, R. S. , Greenfield, P. , Gomez, E. , Harvell, C. D. , Sale, P. F. , Edwards, A. J. , Caldeira, K. , Knowlton, N. , Eakin, C. M. , Iglesias‐Prieto, R. , Muthiga, N. , Bradbury, R. H. , Dubi, A. , & Hatziolos, M. E. (2007). Coral reefs under rapid climate change and ocean acidification. Science, 318(5857), 1737–1742. 10.1126/science.1152509 PubMed DOI

Hui, C. (2023). The dos and don'ts for predicting invasion dynamics with species distribution models. Biological Invasions, 25, 947–953. 10.1007/s10530-022-02976-3 DOI

Inamine, H. , Miller, A. , Roxburgh, S. , Buckling, A. , & Shea, K. (2022). Pulse and press disturbances have different effects on transient community dynamics. American Naturalist, 200(4), 571–583. 10.1086/720618 PubMed DOI

IPBES . (2019). In Díaz S., Settele J., Brondízio E. S., Ngo H. T., Guèze M., Agard J., Arneth A., Balvanera P., Brauman K. A., Butchart S. H. M., Zayas C. N., Shin Y. J., Chowdhury Z. J. R., Reyers B., Purvis A., Polasky S., Pfaff A., Obura D., Molnár Z., … Willis K. J. (Eds.), Summary for policymakers of the global assessment report on biodiversity and ecosystem services of the Intergovernmental Science‐Policy Platform on Biodiversity and Ecosystem Services. IPBES secretariat.

Kuussaari, M. , Bommarco, R. , Heikkinen, R. K. , Helm, A. , Krauss, J. , Lindborg, R. , Öckinger, E. , Pärtel, M. , Pino, J. , Rodà, F. , Stefanescu, C. , Teder, T. , Zobel, M. , & Steffan‐Dewenter, I. (2009). Extinction debt: A challenge for biodiversity conservation. Trends in Ecology and Evolution, 24(10), 564–571. 10.1016/j.tree.2009.04.011 PubMed DOI

Leathwick, J. R. , & Austin, M. P. (2001). Competitive interactions between tree species in New Zealand's old‐growth indigenous forests. Ecology, 82(9), 2560–2573. 10.1890/0012-9658(2001)082[2560:CIBTSI]2.0.CO;2 DOI

Leclère, D. , Obersteiner, M. , Barrett, M. , Butchart, S. H. M. , Chaudhary, A. , De Palma, A. , DeClerck, F. A. J. , Di Marco, M. , Doelman, J. C. , Dürauer, M. , Freeman, R. , Harfoot, M. , Hasegawa, T. , Hellweg, S. , Hilbers, J. P. , Hill, S. L. L. , Humpenöder, F. , Jennings, N. , Krisztin, T. , … Young, L. (2020). Bending the curve of terrestrial biodiversity needs an integrated strategy. Nature, 585(7826), 551–556. 10.1038/s41586-020-2705-y PubMed DOI

Lembrechts, J. J. , Nijs, I. , & Lenoir, J. (2019). Incorporating microclimate into species distribution models. Ecography, 42(7), 1267–1279. 10.1111/ecog.03947 DOI

Lenoir, J. , Bertrand, R. , Comte, L. , Bourgeaud, L. , Hattab, T. , Murienne, J. , & Grenouillet, G. (2020). Species better track climate warming in the oceans than on land. Nature Ecology and Evolution, 4(8), 1044–1059. 10.1038/s41559-020-1198-2 PubMed DOI

Lenoir, J. , Hattab, T. , & Pierre, G. (2017). Climatic microrefugia under anthropogenic climate change: Implications for species redistribution. Ecography, 40(2), 253–266. 10.1111/ecog.02788 DOI

Loarie, S. R. , Duffy, P. B. , Hamilton, H. , Asner, G. P. , Field, C. B. , & Ackerly, D. D. (2009). The velocity of climate change. Nature, 462(7276), 1052–1055. 10.1038/nature08649 PubMed DOI

Lucas, P. M. , Thuiller, W. , Talluto, M. V. , Polaina, E. , Albrecht, J. , Selva, N. , De Barba, M. , Maiorano, L. , Penteriani, V. , Guéguen, M. , Balkenhol, N. , Dutta, T. , Fedorca, A. , Frank, S. C. , Zedrosser, A. , Afonso‐Jordana, I. , Ambarlı, H. , Ballesteros, F. , Bashta, A.‐T. , … Pollock, L. J. (2023). Including biotic interactions in species distribution models improves the understanding of species niche: A case of study with the brown bear in Europe. bioRxiv, 2023(3).

Meyer, C. , Jetz, W. , Guralnick, R. P. , Fritz, S. A. , & Kreft, H. (2016). Range geometry and socio‐economics dominate species‐level biases in occurrence information. Global Ecology and Biogeography, 25(10), 1181–1193. 10.1111/geb.12483 DOI

Meyer, C. , Weigelt, P. , & Kreft, H. (2016). Multidimensional biases, gaps and uncertainties in global plant occurrence information. Ecology Letters, 19(8), 992–1006. 10.1111/ele.12624 PubMed DOI

Milanesi, P. , Della Rocca, F. , & Robinson, R. A. (2020). Integrating dynamic environmental predictors and species occurrences: Toward true dynamic species distribution models. Ecology and Evolution, 10(2), 1087–1092. 10.1002/ece3.5938 PubMed DOI PMC

Nimmo, D. G. , Mac Nally, R. , Cunningham, S. C. , Haslem, A. , & Bennett, A. F. (2015). Vive la résistance: Reviving resistance for 21st century conservation. Trends in Ecology and Evolution, 30(9), 516–523. 10.1016/j.tree.2015.07.008 PubMed DOI

Nüchel, J. , Bøcher, P. K. , Xiao, W. , Zhu, A. X. , & Svenning, J. C. (2018). Snub‐nosed monkeys (Rhinopithecus): Potential distribution and its implication for conservation. Biodiversity and Conservation, 27(6), 1517–1538. 10.1007/s10531-018-1507-0 PubMed DOI PMC

Pacheco‐Riaño, L. C. , Høistad Schei, F. , Flantua, S. G. A. , & Grytnes, J. (2023). Lags in the response of plant assemblages to global warming depends on temperature‐change velocity. Global Ecology and Biogeography., 32, 719–733. 10.1111/geb.13653 DOI

Page, L. M. , Macfadden, B. J. , Fortes, J. A. , Soltis, P. S. , & Riccardi, G. (2015). Digitization of biodiversity collections reveals biggest data on biodiversity. Bioscience, 65(9), 841–842. 10.1093/biosci/biv104 DOI

Pearson, R. G. , & Dawson, T. P. (2003). Predicting the impacts of climate change on the distribution of species: Are bioclimate envelope models useful ? Ecology, 12(5), 361–371.

Piirainen, S. , Lehikoinen, A. , Husby, M. , Kålås, J. A. , Lindström, Å. , & Ovaskainen, O. (2023). Species distributions models may predict accurately future distributions but poorly how distributions change: A critical perspective on model validation. Diversity and Distributions., 29, 654–665. 10.1111/ddi.13687 DOI

Polaina, E. , González‐Suárez, M. , & Revilla, E. (2019). The legacy of past human land use in current patterns of mammal distribution. Ecography, 42(10), 1623–1635. 10.1111/ecog.04406 DOI

Pörtner, H. O. , Roberts, C. D. , Adams, H. , Adler, C. , Aldunce, P. , & Elham, A. (2022). Climate Change 2022: Impacts, adaptation and vulnerability. Summary for Policymakers . https://www.ipcc.ch/report/ar6/wg2

Potter, K. A. , Arthur Woods, H. , & Pincebourde, S. (2013). Microclimatic challenges in global change biology. Global Change Biology, 19(10), 2932–2939. 10.1111/gcb.12257 PubMed DOI

Reside, A. E. , VanDerWal, J. J. , Kutt, A. S. , & Perkins, G. C. (2010). Weather, not climate, defines distributions of vagile bird species. PLoS One, 5(10), e13569. PubMed PMC

Riva, F. , & Fahrig, L. (2023). Landscape‐scale habitat fragmentation is positively related to biodiversity, despite patch‐scale ecosystem decay. Ecology Letters, 26(2), 268–277. 10.1111/ele.14145 PubMed DOI

Roubicek, A. J. , VanDerWal, J. , Beaumont, L. J. , Pitman, A. J. , Wilson, P. , & Hughes, L. (2010). Does the choice of climate baseline matter in ecological niche modelling? Ecological Modelling, 221(19), 2280–2286. 10.1016/j.ecolmodel.2010.06.021 DOI

Rumpf, S. B. , Hülber, K. , Wessely, J. , Willner, W. , Moser, D. , Gattringer, A. , Klonner, G. , Zimmermann, N. E. , & Dullinger, S. (2019). Extinction debts and colonization credits of non‐forest plants in the European Alps. Nature Communications, 10(1), 4293. 10.1038/s41467-019-12343-x PubMed DOI PMC

Rumpf, S. B. , Hülber, K. , Zimmermann, N. E. , & Dullinger, S. (2019). Elevational rear edges shifted at least as much as leading edges over the last century. Global Ecology and Biogeography, 28(4), 533–543. 10.1111/geb.12865 DOI

Sales, L. P. , Galetti, M. , Carnaval, A. , Monsarrat, S. , Svenning, J. C. , & Pires, M. M. (2022). The effect of past defaunation on ranges, niches, and future biodiversity forecasts. Global Change Biology, 28(11), 3683–3693. 10.1111/gcb.16145 PubMed DOI

Sánchez‐Bayo, F. , & Wyckhuys, K. A. G. (2019). Worldwide decline of the entomofauna: A review of its drivers. Biological Conservation, 232, 8–27. 10.1016/j.biocon.2019.01.020 DOI

Sanchez‐Martinez, P. , Marcer, A. , Mayol, M. , & Riba, M. (2021). Shaping the niche of Taxus baccata, a modelling exercise using biologically meaningful information. Forest Ecology and Management, 501, 119688. 10.1016/j.foreco.2021.119688 DOI

Scheele, B. C. , Foster, C. N. , Banks, S. C. , & Lindenmayer, D. B. (2017). Niche contractions in declining species: Mechanisms and consequences. Trends in Ecology and Evolution, 32(5), 346–355. 10.1016/j.tree.2017.02.013 PubMed DOI

Scherrer, D. , & Körner, C. (2011). Topographically controlled thermal‐habitat differentiation buffers alpine plant diversity against climate warming. Journal of Biogeography, 38(2), 406–416. 10.1111/j.1365-2699.2010.02407.x DOI

Seebens, H. , Bacher, S. , Blackburn, T. M. , Capinha, C. , Dawson, W. , Dullinger, S. , Genovesi, P. , Hulme, P. E. , van Kleunen, M. , Kuehn, I. , Jeschke, J. M. , Lenzner, B. , Liebhold, A. M. , Pattison, Z. , Pergl, J. , Pysek, P. , Winter, M. , & Essl, F. (2021). Projecting the continental accumulation of alien species through to 2050. Global Change Biology, 27(5), 970–982. 10.1111/gcb.15333 PubMed DOI

Seebens, H. , Blackburn, T. M. , Dyer, E. E. , Genovesi, P. , Hulme, P. E. , Jeschke, J. M. , Pagad, S. , Pyšek, P. , Winter, M. , Arianoutsou, M. , Bacher, S. , Blasius, B. , Brundu, G. , Capinha, C. , Celesti‐Grapow, L. , Dawson, W. , Dullinger, S. , Fuentes, N. , Jäger, H. , … Essl, F. (2017). No saturation in the accumulation of alien species worldwide. Nature Communications, 8, 1–9. 10.1038/ncomms14435 PubMed DOI PMC

Seliger, B. J. , McGill, B. J. , Svenning, J. C. , & Gill, J. L. (2021). Widespread underfilling of the potential ranges of north American trees. Journal of Biogeography, 48(2), 359–371. 10.1111/jbi.14001 DOI

Smith, V. S. , & Blagoderov, V. (2012). Bringing collections out of the dark. ZooKeys, 209, 1–6. 10.3897/zookeys.209.3699 PubMed DOI PMC

Soberón, J. (2007). Grinnellian and Eltonian niches and geographic distributions of species. Ecology Letters, 10(12), 1115–1123. 10.1111/j.1461-0248.2007.01107.x PubMed DOI

Soltis, D. E. , Soltis, P. S. , Soltis, D. E. , Soltis, P. S. , & Soltis, D. E. (2016). Mobilizing and integrating big data in studies of spatial and phylogenetic patterns of biodiversity. Plant Diversity, 38(6), 264–270. 10.1016/j.pld.2016.12.001 PubMed DOI PMC

Srivastava, V. , Lafond, V. , & Griess, V. C. (2019). Species distribution models (SDM): Applications, benefits and challenges in invasive species management. CAB Reviews, 14, 1–13. 10.1079/PAVSNNR201914020 DOI

Staude, I. R. , Waller, D. M. , Bernhardt‐Römermann, M. , Bjorkman, A. D. , Brunet, J. , De Frenne, P. , Hédl, R. , Jandt, U. , Lenoir, J. , Máliš, F. , Verheyen, K. , Wulf, M. , Pereira, H. M. , Vangansbeke, P. , Ortmann‐Ajkai, A. , Pielech, R. , Berki, I. , Chudomelová, M. , Decocq, G. , … Baeten, L. (2020). Replacements of small‐ by large‐ranged species scale up to diversity loss in Europe's temperate forest biome. Nature Ecology and Evolution, 4(6), 802–808. 10.1038/s41559-020-1176-8 PubMed DOI

Steffen, W. , Rockström, J. , Richardson, K. , Lenton, T. M. , Folke, C. , Liverman, D. , Summerhayes, C. P. , Barnosky, A. D. , Cornell, S. E. , Crucifix, M. , Donges, J. F. , Fetzer, I. , Lade, S. J. , Scheffer, M. , Winkelmann, R. , & Schellnhuber, H. J. (2018). Trajectories of the earth system in the Anthropocene. Proceedings of the National Academy of Sciences of the United States of America, 115(33), 8252–8259. 10.1073/pnas.1810141115 PubMed DOI PMC

Stevens, C. J. , David, T. I. , & Storkey, J. (2018). Atmospheric nitrogen deposition in terrestrial ecosystems: Its impact on plant communities and consequences across trophic levels. Functional Ecology, 32(7), 1757–1769. 10.1111/1365-2435.13063 DOI

Stickley, S. F. , & Fraterrigo, J. M. (2023). Microclimate species distribution models estimate lower levels of climate‐related habitat loss for salamanders. Journal for Nature Conservation, 72, 126333. 10.1016/j.jnc.2023.126333 DOI

Strayer, D. L. , D'Antonio, C. M. , Essl, F. , Fowler, M. S. , Geist, J. , Hilt, S. , Jaric, I. , Johnk, K. , Jones, C. G. , Lambin, X. , Latzka, A. W. , Pergl, J. , Pysek, P. , Robertson, P. , von Schmalensee, M. , Stefansson, R. A. , Wright, J. , & Jeschke, J. M. (2017). Boom‐bust dynamics in biological invasions: Towards an improved application of the concept. Ecology Letters, 20(10), 1337–1350. 10.1111/ele.12822 PubMed DOI

Svenning, J. C. , Gravel, D. , Holt, R. D. , Schurr, F. M. , Thuiller, W. , Münkemüller, T. , Schiffers, K. H. , Dullinger, S. , Edwards, T. C. , Hickler, T. , Higgins, S. I. , Nabel, J. E. M. S. , Pagel, J. , & Normand, S. (2014). The influence of interspecific interactions on species range expansion rates. Ecography, 37(12), 1198–1209. 10.1111/j.1600-0587.2013.00574.x PubMed DOI PMC

Svenning, J. C. , & Sandel, B. (2013). Disequilibrium vegetation dynamics under future climate change. American Journal of Botany, 100(7), 1266–1286. 10.3732/ajb.1200469 PubMed DOI

Svenning, J. C. , & Skov, F. (2004). Limited filling of the potential range in European tree species. Ecology Letters, 7(7), 565–573. 10.1111/j.1461-0248.2004.00614.x DOI

Talluto, M. V. , Boulangeat, I. , Ameztegui, A. , Aubin, I. , Berteaux, D. , Butler, A. , Doyon, F. , Drever, C. R. , Fortin, M. J. , Franceschini, T. , Liénard, J. , Mckenney, D. , Solarik, K. A. , Strigul, N. , Thuiller, W. , & Gravel, D. (2016). Cross‐scale integration of knowledge for predicting species ranges: A metamodelling framework. Global Ecology and Biogeography, 25(2), 238–349. 10.1111/geb.12395 PubMed DOI PMC

Thuiller, W. , Guéguen, M. , Bison, M. , Duparc, A. , Garel, M. , Loison, A. , Renaud, J. , & Poggiato, G. (2018). Combining point‐process and landscape vegetation models to predict large herbivore distributions in space and time—A case study of Rupicapra rupicapra. Diversity and Distributions, 24(3), 352–362. 10.1111/ddi.12684 DOI

Thuiller, W. , Lafourcade, B. , Engler, R. , & Araújo, M. B. (2009). BIOMOD ‐ a platform for ensemble forecasting of species distributions. Ecography, 32(3), 369–373. 10.1111/j.1600-0587.2008.05742.x DOI

Wagner, V. , Večeřa, M. , Jiménez‐Alfaro, B. , Pergl, J. , Lenoir, J. , Svenning, J. C. , Pyšek, P. , Agrillo, E. , Biurrun, I. , Campos, J. A. , Ewald, J. , Fernández‐González, F. , Jandt, U. , Rašomavičius, V. , Šilc, U. , Škvorc, Ž. , Vassilev, K. , Wohlgemuth, T. , & Chytrý, M. (2021). Alien plant invasion hotspots and invasion debt in European woodlands. Journal of Vegetation Science, 32(2), e13014. 10.1111/jvs.13014 DOI

Wang‐Erlandsson, L. , Tobian, A. , van der Ent, R. J. , Fetzer, I. , te Wierik, S. , Porkka, M. , Staal, A. , Jaramillo, F. , Dahlmann, H. , Singh, C. , Greve, P. , Gerten, D. , Keys, P. W. , Gleeson, T. , Cornell, S. E. , Steffen, W. , Bai, X. , & Rockström, J. (2022). A planetary boundary for green water. Nature Reviews Earth and Environment, 3(6), 380–392. 10.1038/s43017-022-00287-8 DOI

Williams, B. A. , Venter, O. , Allan, J. R. , Atkinson, S. C. , Rehbein, J. A. , Ward, M. , Di Marco, M. , Grantham, H. S. , Ervin, J. , Goetz, S. J. , Hansen, A. J. , Jantz, P. , Pillay, R. , Rodríguez‐Buriticá, S. , Supples, C. , Virnig, A. L. S. , & Watson, J. E. M. (2020). Change in terrestrial human footprint drives continued loss of intact ecosystems. One Earth, 3(3), 371–382. 10.1016/j.oneear.2020.08.009 DOI

Yates, K. L. , Bouchet, P. J. , Caley, M. J. , Mengersen, K. , Randin, C. F. , Parnell, S. , Fielding, A. H. , Bamford, A. J. , Ban, S. , Barbosa, A. M. , Dormann, C. F. , Elith, J. , Embling, C. B. , Ervin, G. N. , Fisher, R. , Gould, S. , Graf, R. F. , Gregr, E. J. , Halpin, P. N. , … Sequeira, A. M. M. (2018). Outstanding challenges in the transferability of ecological models. Trends in Ecology and Evolution, 33(10), 790–802. 10.1016/j.tree.2018.08.001 PubMed DOI

Zellweger, F. , de Frenne, P. , Lenoir, J. , Vangansbeke, P. , Verheyen, K. , Bernhardt‐Römermann, M. , Baeten, L. , Hédl, R. , Berki, I. , Brunet, J. , van Calster, H. , Chudomelová, M. , Decocq, G. , Dirnböck, T. , Durak, T. , Heinken, T. , Jaroszewicz, B. , Kopecký, M. , Máliš, F. , … Coomes, D. (2020). Forest microclimate dynamics drive plant responses to warming. Science, 368(6492), 772–775. 10.1126/science.aba6880 PubMed DOI

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