paper
2023
Climate analysis & attribution
Extremes & hazards Application study
Classical ML (trees, GP, linear, kernels)Climate projections / centennialColumbia University (LEAP, Lamont-Doherty)University of California, Los Angeles (UCLA) Journal
2023-06-21
022
Jun 2023
Swatah Snigdha Borkotoky, Park Williams, Scott Steinschneider
Journal of Geophysical Research Atmospheres
Columbia University (LEAP, Lamont-Doherty), University of California, Los Angeles (UCLA)
Neural networks classify US West Coast atmospheric river landfalls back to 1916, and tree-ring regression extends annual AR counts to 1400 CE.
Climate analysis & attribution
Six Hundred Years of Reconstructed Atmospheric River Activity Along the US West Coast
In one sentence. Neural networks classify US West Coast atmospheric river landfalls back to 1916, and tree-ring regression extends annual AR counts to 1400 CE.
Labels
- Topic
- Climate analysis & attribution, Extremes & hazards
- Type
- Application study
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- Climate projections / centennial
- Domain
- Regional
- Data
- Station / in-situ, Other
- Status
- Research
- Identifiers
- DOI:10.1029/2022jd038321 OpenAlex:W4381513400
- Added
- 2026-10-22
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