paper
2021
Benchmarks, datasets & evaluation
Observations & remote sensing Evaluation or intercomparison of existing models
Classical ML (trees, GP, linear, kernels) Journal
2021-03-23
008
Mar 2021
Muhammad Abrar Faiz, Yongqiang Zhang, Faisal Baig et al.
International Journal of Climatology
A fast-frugal decision tree ranks seven long-term precipitation datasets against 813 China gauge grids, placing APHRODITE first; machine learning is a light evaluation tool.
Benchmarks, datasets & evaluation
Identification and inter‐comparison of appropriate long‐term precipitation datasets using decision tree model and statistical matrix over China
In one sentence. A fast-frugal decision tree ranks seven long-term precipitation datasets against 813 China gauge grids, placing APHRODITE first; machine learning is a light evaluation tool.
Labels
- Topic
- Benchmarks, datasets & evaluation, Observations & remote sensing
- Type
- Evaluation or intercomparison of existing models
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- Satellite, Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.1002/joc.7113 OpenAlex:W3137981130
- Added
- 2026-10-22
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