ML4WX

Climate analysis & attribution

El Niño Detection Via Unsupervised Clustering of Argo Temperature Profiles

Isabel Houghton, James David Wilson

Journal of Geophysical Research Oceans ·

Paper

In one sentence. Unsupervised clustering of Argo ocean temperature profiles detects El Niño events without geographic inputs, offering an alternative to SST-based ENSO indices.

Labels

Topic
Climate analysis & attribution
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Global
Data
Other
Status
Research
Identifiers
DOI:10.1029/2019jc015947 OpenAlex:W3039583663
Added
2026-10-22

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