Bias correction for worldclim data for species distribution modeling?

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I used Worldclim data for SDM and the results obtained in the near future (2030) looks unreasonable, no species exist. The reason I thought was a problem with the bioclim data I used. For instance, the annual mean temperature in 2030 will increase by 3oC, which one expert said it is unreasonable and needs for bias correction of bioclim data. Now I am asking with this regard, Do I need bias correction of bioclim data? If so which method I need to use?

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