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A Study of the Sampling Error in Satellite Rainfall Estimates Using Optimal Averaging of Data and a Stochastic Model
Publisher: American Meteorological Society
Abstract: A method of combining satellite estimates of rainfall into gridded monthly averages suitable for climatological studies is examined. Weighted averages of the satellite estimates are derived that minimize the mean squared ...
Dependence of Satellite Sampling Error on Monthly Averaged Rain Rates:Comparison of Simple Models and Recent Studies
Publisher: American Meteorological Society
Abstract: Considerable progress has been made in recent years with using satellite data to generate maps of rain rate with grid resolutions of 1°?5° square. In parallel with these efforts, much work has been devoted to the problem ...
Sampling Errors of SSM/I and TRMM Rainfall Averages: Comparison with Error Estimates from Surface Data and a Simple Model
Publisher: American Meteorological Society
Abstract: Quantitative use of satellite-derived maps of monthly rainfall requires some measure of the accuracy of the satellite estimates. The rainfall estimate for a given map grid box is subject to both remote sensing error and, ...