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Demonstration of a geostatistical approach to physically consistent downscaling of climate modeling simulations
Author(s) -
Jha Sanjeev Kumar,
Mariethoz Gregoire,
Evans Jason P.,
McCabe Matthew F.
Publication year - 2013
Publication title -
water resources research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.863
H-Index - 217
eISSN - 1944-7973
pISSN - 0043-1397
DOI - 10.1029/2012wr012602
Subject(s) - downscaling , environmental science , sampling (signal processing) , climatology , kriging , latent heat , meteorology , statistics , mathematics , computer science , geology , precipitation , geography , filter (signal processing) , computer vision
Key Points Downscaling of climate model data by the Direct Sampling method was demonstrated Downscaled temperature, soil moisture and latent heat show excellent results Error analysis of the downscaled variables and their correlations are presented