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A classification‒regression‒correction(CRC)strategy for precipitation merging with gauge-independent spatial autocorrelation predictors

Rui GAO Ling-Jie LI Yin-Tang WANG Zhao-De YUN Zhi-Xin PENG Guo-Ping LIU Zi-Jiang ZHOU

Advances in Climate Change Research2025，Vol.16Issue(6)：P.1174-1190,17.

Advances in Climate Change Research2025，Vol.16Issue(6)：P.1174-1190,17.DOI:10.1016/j.accre.2025.09.007

A classification‒regression‒correction(CRC)strategy for precipitation merging with gauge-independent spatial autocorrelation predictors

Rui GAO ¹Ling-Jie LI ²Yin-Tang WANG ²Zhao-De YUN ³Zhi-Xin PENG ⁴Guo-Ping LIU ⁵Zi-Jiang ZHOU⁶

作者信息

1. School of Civil Engineering,Tianjin University,Tianjin 300350,China The National Key Laboratory of Water Disaster Prevention,Nanjing Hydraulic Research Institute,Nanjing 210024,China
2. The National Key Laboratory of Water Disaster Prevention,Nanjing Hydraulic Research Institute,Nanjing 210024,China Yangtze Institute for Conservation and Development,Nanjing 210098,China
3. The National Key Laboratory of Water Disaster Prevention,Nanjing Hydraulic Research Institute,Nanjing 210024,China State Key Laboratory of Water Resources Engineering and Management,Wuhan University,Wuhan 430072,China
4. The National Key Laboratory of Water Disaster Prevention,Nanjing Hydraulic Research Institute,Nanjing 210024,China
5. Kunshan Water Bureau,Kunshan 215131,China
6. Suzhou Branch of Jiangsu Province Hydrology and Water Resources Investigation Bureau,Suzhou 215006,China
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摘要

关键词

CRC/Precipitation merging/Machine learning/Spatial autocorrelation predictor

分类

天文与地球科学

引用本文复制引用

Rui GAO,Ling-Jie LI,Yin-Tang WANG,Zhao-De YUN,Zhi-Xin PENG,Guo-Ping LIU,Zi-Jiang ZHOU..A classification‒regression‒correction(CRC)strategy for precipitation merging with gauge-independent spatial autocorrelation predictors[J].Advances in Climate Change Research,2025,16(6):P.1174-1190,17.

基金项目

funded by the National Key R&D Program of China(2022YFC3202802) （2022YFC3202802）

the National Science Foundation of China(52009081) （52009081）

the Nanjing Hydraulic Research Institute Graduate Dissertation Fund(Yy524001) （Yy524001）

Special funded project for basic scientific research operation expenses of the Central Public Welfare Scientific Research Institutes of China(Y523010,Y524017). （Y523010,Y524017）

Advances in Climate Change Research

ISSN：1674-9278

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