ML4WX

Local & station forecasting

A review of the application of hybrid machine learning models to improve rainfall prediction

Sam-Quarcoo Dotse, Isaac Larbi, Andrew Manoba Limantol, Liyanage C. De Silva

Modeling Earth Systems and Environment ·

Paper

In one sentence. Reviews hybrid machine learning models for rainfall prediction, summarizing methods and their reported accuracy gains.

Labels

Topic
Local & station forecasting
Type
Review, survey or tutorial
Method
Classical ML (trees, GP, linear, kernels)
Time scale
6 h–3 days
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.1007/s40808-023-01835-x OpenAlex:W4383878889
Added
2026-10-22

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