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RISReassessing Model Uncertainty for Regional Projections of Precipitation with an Ensemble of Statistical Downscaling Methods
Publisher: American Meteorological Society
Abstract: AbstractThis is the second in a pair of papers in which the performance of statistical downscaling methods (SDMs) is critically reassessed with respect to their robust applicability in climate change studies. Whereas the ...
Assessing and Improving the Local Added Value of WRF for Wind Downscaling
Publisher: American Meteorological Society
Abstract: imited area models (LAMs) are widely used tools to downscale the wind speed forecasts issued by general circulation models. However, only a few studies have systematically analyzed the value added by the LAMs to the ...
Reassessing Statistical Downscaling Techniques for Their Robust Application under Climate Change Conditions
Publisher: American Meteorological Society
Abstract: he performance of statistical downscaling (SD) techniques is critically reassessed with respect to their robust applicability in climate change studies. To this end, in addition to standard accuracy measures and distributional ...
Statistical Downscaling in the Tropics Can Be Sensitive to Reanalysis Choice: A Case Study for Precipitation in the Philippines
Publisher: American Meteorological Society
Abstract: his work shows that local-scale climate projections obtained by means of statistical downscaling are sensitive to the choice of reanalysis used for calibration. To this aim, a generalized linear model (GLM) approach is ...