研究论文
Downscaling the GPM-based satellite precipitation retrievals using gradient boosting decision tree approach over Mainland China
Zhehui Shen, Bin Yong
Hohai University State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering
来源Journal of Hydrology
年份2021
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学术脉络
学科主题
物理Precipitation Measurement and Analysis
Climate variability and models · Cryospheric studies and observations
参考文献 46
Greedy function approximation: A gradient boosting machine.
被引 30,216Jerome H. Friedman · The Annals of Statistics · 2001
Advanced Concepts on Remote Sensing of Precipitation at Multiple Scales
被引 222Soroosh Sorooshian, Amir AghaKouchak, Phillip A. Arkin · Bulletin of the American Meteorological Society · 2011
Constraints on future changes in climate and the hydrologic cycle
被引 3,083Myles Allen, William Ingram · Nature · 2002
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引用本文 66
A two-step merging strategy for incorporating multi-source precipitation products and gauge observations using machine learning classification and regression over China
被引 97Huajin Lei, Hongyu Zhao, Tianqi Ao · Hydrology and earth system sciences · 2022
A novel composite drought index combining precipitation, temperature and evapotranspiration used for drought monitoring in the Huang-Huai-Hai Plain
被引 78Jiale Li, Yu Li, Lei Yin · Agricultural Water Management · 2023
Revolutionizing the future of hydrological science: Impact of machine learning and deep learning amidst emerging explainable AI and transfer learning
被引 74Rajib Maity, Aman Srivastava, Subharthi Sarkar · Applied Computing and Geosciences · 2024
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