ML4WX

Local & station forecasting

Predictability of daily precipitation using data from newly established automated weather stations over Notwane catchment in Botswana

Ditiro B. Moalafhi, Piet Kebuang Kenabatho, Bhagabat Prasad Parida, Botlhe Matlhodi

Biodiversity & Ecology ·

PaperPDF

In one sentence. Artificial neural networks using new Botswana automated weather station data predict daily precipitation at four stations, but struggle with extreme events.

Labels

Topic
Local & station forecasting
Type
Evaluation or intercomparison of existing models
Method
Classical ML (trees, GP, linear, kernels)
Time scale
6 h–3 days
Domain
Local / station
Data
Station / in-situ
Status
Research
Identifiers
DOI:10.7809/b-e.00304 OpenAlex:W2808055227
Added
2026-10-22

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