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Inclusion of Special Sensor Microwave/imager (SSM/I) Total Precipitable Water Estimates into the GEOS-1 Data Assimilation System
Publisher: American Meteorological Society
Abstract: At this time, most current data assimilation systems use dewpoint depression data, converted to an appropriate moisture variable (relative humidity or mixing ratio), provided by rawinsondes as the lone source of moisture ...
Principal Component Analysis of Vertical Profiles of Q1 and Q2 in the Tropics
Publisher: American Meteorological Society
Abstract: Rotated Principal component analysis (PCA) is applied to the combined vertical profiles of apparent heat source Q1 and apparent moisture sink Q2 from both disturbed and undisturbed periods of the Australian summer monsoon ...
Assimilation of SSM/I-Derived Surface Rainfall and Total Precipitable Water for Improving the GEOS Analysis for Climate Studies
Publisher: American Meteorological Society
Abstract: This article describes a variational framework for assimilating the SSM/I-derived surface rain rate and total precipitable water (TPW) and examines their impact on the analysis produced by the Goddard Earth Observing System ...