A two-step bias correction followed by stochastic simulation of residuals produces downscaled daily temperature fields with improved distributional match and space-time consistency over empirical quantile mapping.
S., 2012: Stochastic weather generators for climate-change downscaling, part II : multivariable and spatially coherent multisite downscaling
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New approach for stochastic downscaling and bias correction of daily mean temperatures to a high-resolution grid
A two-step bias correction followed by stochastic simulation of residuals produces downscaled daily temperature fields with improved distributional match and space-time consistency over empirical quantile mapping.