paper
2023
Downscaling & super-resolution
Observations & remote sensing New model or method
Classical ML (trees, GP, linear, kernels) Journal
2023-05-19
012
May 2023
Yuming Lu, Bingfang Wu, Abdelrazek Elnashar et al.
International Journal of Climatology
Neural-network downscaling of ERA5 daily wind speed to a 1 km China dataset for 2015, with R2 of 0.95 against station observations.
Downscaling & super-resolution
Downscaling wind speed based on coupled environmental factors and machine learning
In one sentence. Neural-network downscaling of ERA5 daily wind speed to a 1 km China dataset for 2015, with R2 of 0.95 against station observations.
Labels
- Topic
- Downscaling & super-resolution, Observations & remote sensing
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- ERA5 / reanalysis, Satellite, Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.1002/joc.8114 OpenAlex:W4377096886
- Added
- 2026-10-22
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