Comparison of Different Methods for Spatial Downscaling of GPM IMERG V06B Satellite Precipitation Product Over a Typical Arid to Semi-Arid Area

Comparison of Different Methods for Spatial Downscaling of GPM IMERG V06B Satellite Precipitation Product Over a Typical Arid to Semi-Arid Area

Spatial downscaling is an effective way to obtain precipitation with sufficient spatial details. The performance of downscaling is typically determined by the empirical statistical relationships between precipitation and the used auxiliary variables. In this study, we conducted a comprehensive compa...

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Bibliographic Details
Main Authors: Cheng Chen, Qiuwen Chen, Binni Qin, Shuhe Zhao, Zheng Duan
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Earth Science
Subjects:
GPM IMERG V06B
machine learning
residual correction
satellite precipitation
spatial downscaling
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2020.536337/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2020.536337/full

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