paper
2019
Downscaling & super-resolution
Observations & remote sensing New model or method
Classical ML (trees, GP, linear, kernels) Journal
2019-02-26
008
Feb 2019
Jing Zhang, Hui Fan, Daming He et al.
International Journal of Climatology
Random forest with precipitation zoning downscales satellite rainfall to 1 km over the Lancang–Mekong basin, cutting RMSE by 1–17%.
Downscaling & super-resolution
Integrating precipitation zoning with random forest regression for the spatial downscaling of satellite‐based precipitation: A case study of the Lancang–Mekong River basin
In one sentence. Random forest with precipitation zoning downscales satellite rainfall to 1 km over the Lancang–Mekong basin, cutting RMSE by 1–17%.
Labels
- Topic
- Downscaling & super-resolution, Observations & remote sensing
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- Satellite, Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.1002/joc.6050 OpenAlex:W2917202993
- Added
- 2026-10-22
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