TY - JOUR
T1 - Using species distribution models to infer potential climate change-induced range shifts of freshwater fish in south-eastern Australia
AU - Bond, Nick
AU - Thomson, Jim
AU - Reich, Paul
AU - Stein, Janet
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
KW - bioclimatic model
KW - conservation planning
KW - environmental filters
KW - hydrology
KW - prediction
KW - validation
UR - http://www.scopus.com/inward/record.url?scp=80053103001&partnerID=8YFLogxK
U2 - 10.1071/MF10286
DO - 10.1071/MF10286
M3 - Article
SN - 1323-1650
VL - 62
SP - 1043
EP - 1061
JO - Marine and Freshwater Research
JF - Marine and Freshwater Research
IS - 9
ER -