paper
2012
Climate analysis & attribution
Review, survey or tutorial
Classical ML (trees, GP, linear, kernels)Colorado State University (incl. CIRA) Journal
2012-03-02
036
Mar 2012
Imme Ebert-Uphoff, Yi Deng
Journal of Climate
Colorado State University (incl. CIRA)
Accessible introduction to constraint-based causal discovery for climate scientists, illustrated on boreal winter atmospheric low-frequency modes.
Climate analysis & attributionClassic
Causal Discovery for Climate Research Using Graphical Models
In one sentence. Accessible introduction to constraint-based causal discovery for climate scientists, illustrated on boreal winter atmospheric low-frequency modes.
Labels
- Topic
- Climate analysis & attribution
- Type
- Review, survey or tutorial
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Global
- Data
- ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.1175/jcli-d-11-00387.1 OpenAlex:W2071312622
- Added
- 2026-10-22
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