paper
2023
Downscaling & super-resolution
Extremes & hazards New model or method
Classical ML (trees, GP, linear, kernels) Journal
2023-01-01
012
Jan 2023
Honglin Zhu, Huizeng Liu, Qiming Zhou et al.
IEEE Transactions on Geoscience and Remote Sensing
XGBoost used for both downscaling and calibration of satellite precipitation during typhoons, better reproducing extreme rainfall spatial variability than single-step alternatives.
Downscaling & super-resolution
A XGBoost-Based Downscaling-Calibration Scheme for Extreme Precipitation Events
In one sentence. XGBoost used for both downscaling and calibration of satellite precipitation during typhoons, better reproducing extreme rainfall spatial variability than single-step alternatives.
Labels
- Topic
- Downscaling & super-resolution, Extremes & hazards
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- Satellite
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2023.3294266 OpenAlex:W4383960224
- Added
- 2026-10-22
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