paper
2025
Climate analysis & attribution
Explainability, uncertainty & physics Evaluation or intercomparison of existing models
2 weeks–2 monthsColorado State University (incl. CIRA) Other
2025-05-18
026
May 2025
Chenrui Diao, Elizabeth A. Barnes
preprint
Colorado State University (incl. CIRA)
Pangu-Weather and NeuralGCM reproduce MJO teleconnections two to three weeks out, and Pangu gives physically consistent PNA responses to MJO heating.
Climate analysis & attribution
Assessing MJO Tropical-Extratropical Teleconnections in Deep Learning Weather Prediction Models
In one sentence. Pangu-Weather and NeuralGCM reproduce MJO teleconnections two to three weeks out, and Pangu gives physically consistent PNA responses to MJO heating.
Labels
- Topic
- Climate analysis & attribution, Explainability, uncertainty & physics
- Type
- Evaluation or intercomparison of existing models
- Time scale
- 2 weeks–2 months
- Domain
- Global
- Data
- ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.22541/essoar.174759219.91708232/v1 OpenAlex:W4410471833
- Added
- 2026-10-22
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