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RISRetrievals for the Rainfall Rate over Land Using Special Sensor Microwave Imager Data during Tropical Cyclones: Comparisons of Scattering Index, Regression, and Support Vector Regression
Publisher: American Meteorological Society
Abstract: ropical cyclones, also known as typhoons or hurricanes, are among the most devastating events in nature and often strike the western North Pacific region (including the Philippines, Taiwan, Japan, Korea, China, and others). ...
Diagnosing Rain Occurrences Using Passive Microwave Imagery: A Comparative Study on Probabilistic Graphical Models and “Black Box” Models
Publisher: American Meteorological Society
Abstract: ainfall is a fundamental process in the hydrologic cycle. This study investigated the cause?effect relationship in which precipitation at lower frequencies affects the amount of emitted radiation and at higher frequencies ...