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Overlapping soil moisture time series derived 5 from two satellite microwave radiometers (the Soil Moisture 6 and Ocean Salinity and the Advanced Microwave Scanning 7 Radiometer-Earth Observing System) are used to generate a soil 8 moisture time series from 2003 to 2010. Two statistical methodolo-Q1 9 gies for generating long homogeneous time series of soil moisture 10 are considered. Generated soil moisture time series using only 11 morning satellite overpasses are compared to grounddoi:10.1109/tgrs.2013.2240691 fatcat:f5tgi46vxzehpbjkhg7mgxp5ky