ML4WX

Local & station forecasting

Monthly rainfall prediction using artificial neural network: A case study of Kano, Nigeria

Ahmad Bello, Mustapha Mamman

Environmental and Earth Sciences Research Journal ·

PaperPDF

In one sentence. Artificial neural network predicts monthly rainfall in Kano, Nigeria from lagged ENSO indices, achieving correlation 0.73 versus 0.70 for a linear model.

Labels

Topic
Local & station forecasting, Sub-seasonal to seasonal
Type
Application study
Method
Classical ML (trees, GP, linear, kernels)
Time scale
Seasonal to annual
Domain
Local / station
Data
Station / in-situ
Status
Research
Identifiers
DOI:10.18280/eesrj.050201 OpenAlex:W2918919013
Added
2026-10-22

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