ML4WX

Global medium-range NWPClassic

Applying Neural Network Models to Prediction and Data Analysis in Meteorology and Oceanography

William W. Hsieh, Benyang Tang

Bulletin of the American Meteorological Society ·

Paper

In one sentence. Early review of neural network applications to meteorological and oceanographic prediction and data analysis, from the pre-deep-learning era.

Labels

Topic
Global medium-range NWP, Climate analysis & attribution
Type
Review, survey or tutorial
Method
Classical ML (trees, GP, linear, kernels)
Time scale
6 h–3 days, Seasonal to annual
Domain
Regional, Global
Data
Other
Status
Research
Identifiers
DOI:10.1175/1520-0477(1998)079<1855:annmtp>2.0.co;2 OpenAlex:W2084547407
Added
2026-10-22

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