paper
2020
Extremes & hazards
Applications & impacts New model or method
Classical ML (trees, GP, linear, kernels) Journal
2020-04-05
008
Apr 2020
Vishal Bongirwar
International Journal of Climatology
A k-nearest-neighbour model conditioned on reanalysis environment generates stochastic tropical cyclone event sets for the South West Pacific for cyclone risk assessment.
Stochastic event set generation for tropical cyclone using machine‐learning approach guided by environmental data
In one sentence. A k-nearest-neighbour model conditioned on reanalysis environment generates stochastic tropical cyclone event sets for the South West Pacific for cyclone risk assessment.
Labels
- Topic
- Extremes & hazards, Applications & impacts
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Regional
- Data
- ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.1002/joc.6579 OpenAlex:W3015092912
- Added
- 2026-10-22
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