Introducing Variations of Predictors as Optional Predictors Offers the Potential to Improve the Downscaling Performance of Geographically Weighted Regression Model

Introducing Variations of Predictors as Optional Predictors Offers the Potential to Improve the Downscaling Performance of Geographically Weighted Regression Model

Are the variations of the fine predictors at the spatial scale of the target variable to be downscaled helpful for spatial downscaling? However, few studies have explored this topic. In this study, one of the most frequently downscaled satellite products (Tropical Rainfall Measuring Mission (TRMM) p...

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Bibliographic Details
Main Authors: Haijun Zhang, Jingfeng Bai, Sha Dai, Pengcheng Qi, Shuzhuan Wang, Hongyan Fan
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Variation predictor
spatial downscaling
disaggregation
unmixing
scaling
geographically weighted regression (GWR)
Online Access:https://ieeexplore.ieee.org/document/10064290/

Internet

https://ieeexplore.ieee.org/document/10064290/

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