Using species distribution models to infer potential climate change-induced range shifts of freshwater fish in south-eastern Australia

被引:122
作者
Bond, Nick [1 ,2 ]
Thomson, Jim [1 ]
Reich, Paul [1 ]
Stein, Janet [3 ]
机构
[1] Monash Univ, Sch Biol Sci, Clayton, Vic 3800, Australia
[2] Monash Univ, EWater Cooperat Res Ctr, Clayton, Vic 3800, Australia
[3] Australian Natl Univ, Fenner Sch Environm & Soc, Canberra, ACT 0200, Australia
关键词
bioclimatic model; conservation planning; environmental filters; hydrology; prediction; validation; ASSEMBLAGE STRUCTURE; HABITAT MODELS; RIVER-BASINS; FLOW REGIME; VALIDATION; ECOSYSTEMS; MANAGEMENT; REGRESSION; IMPACTS; CLASSIFICATION;
D O I
10.1071/MF10286
中图分类号
S9 [水产、渔业];
学科分类号
0908 ;
摘要
There are few quantitative predictions for the impacts of climate change on freshwater fish in Australia. We developed species distribution models (SDMs) linking historical fish distributions for 43 species from Victorian streams to a suite of hydro-climatic and catchment predictors, and applied these models to explore predicted range shifts under future climate-change scenarios. Here, we present summary results for the 43 species, together with a more detailed analysis for a subset of species with distinct distributions in relation to temperature and hydrology. Range shifts increased from the lower to upper climate-change scenarios, with most species predicted to undergo some degree of range shift. Changes in total occupancy ranged from -38% to +63% under the lower climate-change scenario to -47% to +182% under the upper climate-change scenario. We do, however, caution that range expansions are more putative than range contractions, because the effects of barriers, limited dispersal and potential life-history factors are likely to exclude some areas from being colonised. As well as potentially informing more mechanistic modelling approaches, quantitative predictions such as these should be seen as representing hypotheses to be tested and discussed, and should be valuable for informing long-term strategies to protect aquatic biota.
引用
收藏
页码:1043 / 1061
页数:19
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