paper
2019
Extremes & hazards
Climate analysis & attribution Application study
Classical ML (trees, GP, linear, kernels) Journal
2019-08-05
008
Aug 2019
Michael S. Fischer, Brian H. Tang, Kristen L. Corbosiero
Monthly Weather Review
K-means clustering of upper-tropospheric troughs shows rapid intensification is more likely with shorter-wavelength troughs and cutoff lows 500–1000 km southwest of the storm.
A Climatological Analysis of Tropical Cyclone Rapid Intensification in Environments of Upper-Tropospheric Troughs
In one sentence. K-means clustering of upper-tropospheric troughs shows rapid intensification is more likely with shorter-wavelength troughs and cutoff lows 500–1000 km southwest of the storm.
Labels
- Topic
- Extremes & hazards, Climate analysis & attribution
- Type
- Application study
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- ERA5 / reanalysis, Satellite
- Status
- Research
- Identifiers
- DOI:10.1175/mwr-d-19-0013.1 OpenAlex:W2966654050
- Added
- 2026-10-22
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