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The evaluation of species distribution models (SDMs) is a crucial step; usually, a random subsample of data is used to test prediction capacity. This procedure, called cross-validation, has been recently shown to overestimate SDMs performance due to spatial autocorrelation. In the case of expanding species, there exists the possibility to test the predictions with non-random geographically structured...
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