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Improving daily spatial precipitation estimates by merging gauge observation with multiple satellite-based precipitation products based on the geographically weighted ridge regression method

Shilei Chen, Lihua Xiong, Qiumei Ma, Jong‐Suk Kim, Jie Chen, Chong-Yu Xu

2020Journal of Hydrology122 citationsDOIOpen Access PDF

Topics & Concepts

DownscalingQuantitative precipitation estimationPrecipitationCollinearityEnvironmental scienceRegressionMerge (version control)Spatial variabilitySatelliteRidgeComputer scienceClimatologyMeteorologyGeologyStatisticsMathematicsGeographyCartographyAerospace engineeringEngineeringInformation retrievalPrecipitation Measurement and AnalysisMeteorological Phenomena and SimulationsCryospheric studies and observations
Improving daily spatial precipitation estimates by merging gauge observation with multiple satellite-based precipitation products based on the geographically weighted ridge regression method | Litcius