paper
2018
Climate analysis & attribution
Extremes & hazards Evaluation or intercomparison of existing models
CNN / U-NetClimate projections / centennial Journal
2018-10-06
012
Oct 2018
Alex M. Haberlie, Walker S. Ashley
International Journal of Climatology
A CNN stratifies convection-permitting climate runs and finds too few quasi-linear convective systems in the Midwest, with future declines not spatially significant.
Climate analysis & attribution
Climatological representation of mesoscale convective systems in a dynamically downscaled climate simulation
In one sentence. A CNN stratifies convection-permitting climate runs and finds too few quasi-linear convective systems in the Midwest, with future declines not spatially significant.
Labels
- Topic
- Climate analysis & attribution, Extremes & hazards
- Type
- Evaluation or intercomparison of existing models
- Method
- CNN / U-Net
- Time scale
- Climate projections / centennial
- Domain
- Regional
- Data
- km-scale or high-res simulation, Radar
- Status
- Research
- Identifiers
- DOI:10.1002/joc.5880 OpenAlex:W2894611832
- Added
- 2026-10-22
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