paper
2023
Climate analysis & attribution
New model or method
Classical ML (trees, GP, linear, kernels) Journal
2023-01-01
012
Jan 2023
Talukdar Sasanka, Krishna Kishore Osuri, Dev Niyogi
Quarterly Journal of the Royal Meteorological Society
Hybrid error-index and machine-learning method detects Arabian Sea monsoon onset vortices in ERA5, recovering all 27 observed vortices with 5 false positives.
Climate analysis & attribution
Machine learning and dynamics based error‐index method for the detection of monsoon onset vortex over the Arabian Sea: Climatology and composite structures
In one sentence. Hybrid error-index and machine-learning method detects Arabian Sea monsoon onset vortices in ERA5, recovering all 27 observed vortices with 5 false positives.
Labels
- Topic
- Climate analysis & attribution
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.1002/qj.4422 OpenAlex:W4313480355
- Added
- 2026-10-22
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