ML4WX

Local & station forecasting

Nowcasting model of low wind profile based on neural network using SODAR data at Guarulhos Airport, Brazil

Gutemberg Borges França, Manoel Valdonel de Almeida, Suzanna Maria Bonnet, Francisco Leite Albuquerque Neto

International Journal of Remote Sensing ·

Paper

In one sentence. Generalized regression neural network nowcasts low-level wind profiles up to 45 minutes ahead at Guarulhos Airport using SODAR data, with near-zero bias.

Labels

Topic
Local & station forecasting
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
0–6 h
Domain
Local / station
Data
Other, Station / in-situ
Status
Research
Identifiers
DOI:10.1080/01431161.2018.1425562 OpenAlex:W2792647419
Added
2026-10-22

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