ML4WX

Downscaling & super-resolution

Sequence-based statistical downscaling and its application to hydrologic simulations based on machine learning and big data

Qingrui Wang, Jing Hua Huang, Ruimin Liu, Cong Men, Lijia Guo, Yuexi Miao, Lijun Jiao, Yifan Wang, Muhammad Shoaib, Xinghui Xia

Journal of Hydrology ·

Paper

In one sentence. Sequence-based machine-learning statistical downscaling of climate data for hydrologic simulation; abstract not available, so classification is based on the title only.

Labels

Topic
Downscaling & super-resolution
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
Climate projections / centennial
Domain
Regional
Data
CMIP / climate model output, Other
Status
Research
Identifiers
DOI:10.1016/j.jhydrol.2020.124875 OpenAlex:W3012319822
Added
2026-10-22

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