paper
2023
Climate analysis & attribution
Review, survey or tutorial
Classical ML (trees, GP, linear, kernels) Journal
2023-06-27
030
Jun 2023
Jakob Runge, Andreas Gerhardus, Gherardo Varando et al.
Nature Reviews Earth & Environment
Review of causal inference methods for time series, showing how causal discovery and attribution tools apply to Earth system and climate data.
Climate analysis & attribution
Causal inference for time series
In one sentence. Review of causal inference methods for time series, showing how causal discovery and attribution tools apply to Earth system and climate data.
Labels
- Topic
- Climate analysis & attribution
- Type
- Review, survey or tutorial
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Global
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.1038/s43017-023-00431-y OpenAlex:W4382281637
- Added
- 2026-10-22
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