paper
2024
Benchmarks, datasets & evaluation
Position or perspective paper
Colorado State University (incl. CIRA)NSF NCAR / UCARUniversity of Oklahoma (AI2ES)University of Washington Journal
2024-01-22
055
Jan 2024
Amy McGovern, A. Bostrom, Marie McGraw et al.
Bulletin of the American Meteorological Society
Colorado State University (incl. CIRA), NSF NCAR / UCAR, University of Oklahoma (AI2ES), University of Washington
The authors propose a categorization of bias in AI for Earth system prediction, illustrating each bias type with examples across weather and climate tasks.
Benchmarks, datasets & evaluation
Identifying and Categorizing Bias in AI/ML for Earth Sciences
In one sentence. The authors propose a categorization of bias in AI for Earth system prediction, illustrating each bias type with examples across weather and climate tasks.
Labels
- Topic
- Benchmarks, datasets & evaluation
- Type
- Position or perspective paper
- Domain
- Global
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.1175/bams-d-23-0196.1 OpenAlex:W4391101805
- Added
- 2026-10-22
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