ML4WX

Climate analysis & attribution

Topological Data Analysis and Machine Learning for Classifying Atmospheric River Patterns in Large Climate Datasets

Grzegorz Muszyński, Vitaliy A. Kurlin, Karthik Kashinath, Michael F. Wehner, Prabhat

EGUGA · · Lawrence Berkeley National Laboratory / NERSC

Paper

In one sentence. Abstract missing; applies topological data analysis with machine learning to classify atmospheric river patterns in large climate datasets.

Labels

Topic
Climate analysis & attribution, Extremes & hazards
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels), Other
Domain
Global
Status
Research
Identifiers
DOI:10.5194/gmd-12-613-2019 OpenAlex:W3024029187
Added
2026-10-22

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