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      Habitat availability explains variation in climate-driven range shifts across multiple taxonomic groups

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          Abstract

          Range shifting is vital for species persistence, but there is little consensus on why individual species vary so greatly in the rates at which their ranges have shifted in response to recent climate warming. Here, using 40 years of distribution data for 291 species from 13 invertebrate taxa in Britain, we show that interactions between habitat availability and exposure to climate change at the range margins explain up to half of the variation in rates of range shift. Habitat generalists expanded faster than more specialised species, but this intrinsic trait explains less of the variation in range shifts than habitat availability, which additionally depends on extrinsic factors that may be rare or widespread at the range margin. Similarly, while climate change likely underlies polewards expansions, we find that more of the between-species variation is explained by differences in habitat availability than by changes in climatic suitability. A model that includes both habitat and climate, and their statistical interaction, explains the most variation in range shifts. We conclude that climate-change vulnerability assessments should focus as much on future habitat availability as on climate sensitivity and exposure, with the expectation that habitat restoration and protection will substantially improve species’ abilities to respond to uncertain future climates.

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          lmerTest Package: Tests in Linear Mixed Effects Models

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            A globally coherent fingerprint of climate change impacts across natural systems.

            Causal attribution of recent biological trends to climate change is complicated because non-climatic influences dominate local, short-term biological changes. Any underlying signal from climate change is likely to be revealed by analyses that seek systematic trends across diverse species and geographic regions; however, debates within the Intergovernmental Panel on Climate Change (IPCC) reveal several definitions of a 'systematic trend'. Here, we explore these differences, apply diverse analyses to more than 1,700 species, and show that recent biological trends match climate change predictions. Global meta-analyses documented significant range shifts averaging 6.1 km per decade towards the poles (or metres per decade upward), and significant mean advancement of spring events by 2.3 days per decade. We define a diagnostic fingerprint of temporal and spatial 'sign-switching' responses uniquely predicted by twentieth century climate trends. Among appropriate long-term/large-scale/multi-species data sets, this diagnostic fingerprint was found for 279 species. This suite of analyses generates 'very high confidence' (as laid down by the IPCC) that climate change is already affecting living systems.
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              Rapid range shifts of species associated with high levels of climate warming.

              The distributions of many terrestrial organisms are currently shifting in latitude or elevation in response to changing climate. Using a meta-analysis, we estimated that the distributions of species have recently shifted to higher elevations at a median rate of 11.0 meters per decade, and to higher latitudes at a median rate of 16.9 kilometers per decade. These rates are approximately two and three times faster than previously reported. The distances moved by species are greatest in studies showing the highest levels of warming, with average latitudinal shifts being generally sufficient to track temperature changes. However, individual species vary greatly in their rates of change, suggesting that the range shift of each species depends on multiple internal species traits and external drivers of change. Rapid average shifts derive from a wide diversity of responses by individual species.
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                Author and article information

                Contributors
                philip.platts@york.ac.uk
                Journal
                Sci Rep
                Sci Rep
                Scientific Reports
                Nature Publishing Group UK (London )
                2045-2322
                21 October 2019
                21 October 2019
                2019
                : 9
                : 15039
                Affiliations
                [1 ]ISNI 0000 0004 1936 9668, GRID grid.5685.e, Department of Environment and Geography, , University of York, Wentworth Way, ; York, YO10 5NG UK
                [2 ]ISNI 0000 0004 1936 9668, GRID grid.5685.e, Department of Biology, , University of York, Wentworth Way, ; York, YO10 5DD UK
                [3 ]GRID grid.494924.6, NERC Centre for Ecology and Hydrology, ; Wallingford Oxfordshire, OX10 8BB UK
                [4 ]ISNI 0000 0004 0457 9566, GRID grid.9435.b, School of Biological Sciences, , University of Reading, Reading, ; Berkshire, RG6 6AS UK
                [5 ]Butterfly Conservation, Manor Yard, East Lulworth, Wareham, Dorset, BH20 5QP UK
                Author information
                http://orcid.org/0000-0002-0153-0121
                http://orcid.org/0000-0003-1871-7715
                http://orcid.org/0000-0002-4169-7313
                http://orcid.org/0000-0003-3313-7786
                http://orcid.org/0000-0001-6992-3522
                http://orcid.org/0000-0003-2822-1334
                Article
                51582
                10.1038/s41598-019-51582-2
                6803766
                31636341
                f9397cad-a3f2-4f05-a109-2f13e6be375f
                © The Author(s) 2019

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 10 April 2019
                : 30 September 2019
                Funding
                Funded by: FundRef https://doi.org/10.13039/501100000270, RCUK | Natural Environment Research Council (NERC);
                Award ID: NE/K00381X/1
                Award ID: NE/M013030/1
                Award ID: NE/K00381X/1
                Award ID: NE/K00381X/1
                Award ID: NE/M013030/1
                Award ID: NE/K00381X/1
                Award ID: NE/M013030/1
                Award ID: NE/K00381X/1
                Award Recipient :
                Categories
                Article
                Custom metadata
                © The Author(s) 2019

                Uncategorized
                biodiversity,climate-change ecology,population dynamics,entomology
                Uncategorized
                biodiversity, climate-change ecology, population dynamics, entomology

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