paper
2025
Climate analysis & attribution
Explainability, uncertainty & physics Application study
CNN / U-NetClimate projections / centennialColorado State University (incl. CIRA) Journal
2025-10-24
026
Oct 2025
Marc J. Alessi, Charlotte J. Connolly, Elizabeth A. Barnes et al.
Journal of Climate
Colorado State University (incl. CIRA)
Explainable AI on a CNN links south-central Pacific SST warming to Southwest US precipitation, with an AGCM experiment confirming the causal pathway via a shifted ITCZ and jet.
Climate analysis & attribution
Southern Hemisphere Surface Warming Drives Southwestern U.S. Precipitation according to AI-Informed Climate Model Simulations
In one sentence. Explainable AI on a CNN links south-central Pacific SST warming to Southwest US precipitation, with an AGCM experiment confirming the causal pathway via a shifted ITCZ and jet.
Labels
- Topic
- Climate analysis & attribution, Explainability, uncertainty & physics
- Type
- Application study
- Method
- CNN / U-Net
- Time scale
- Climate projections / centennial
- Domain
- Regional
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.1175/jcli-d-25-0176.1 OpenAlex:W4415518155
- Added
- 2026-10-22
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