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Technical Note: Bias Correcting Climate Model Simulated Daily Temperature Extremes With Quantile Mapping, Bridget Thrasher, Edwin P. Maurer, Philip B. Duffy, Colin Mckellar

Civil, Environmental and Sustainable Engineering

When applying a quantile mapping-based bias correction to daily temperature extremes simulated by a global climate model (GCM), the transformed values of maximum and minimum temperatures are changed, and the diuWhen applying a quantile mapping-based bias correction to daily temperature extremes simulated by a global climate model (GCM), the transformed values of maximum and minimum temperatures are changed, and the diurnal temperature range (DTR) can become physically unrealistic. While causes are not thoroughly explored, there is a strong relationship between GCM biases in snow albedo feedback during snowmelt and bias correction resulting in unrealistic DTR values. We propose a technique …