ML4WX

Observations & remote sensing

Gap-Filling Satellite Land Surface Temperature Over Heatwave Periods With Machine Learning

Isaac Buo, Valentina Sagris, Jaak Jaagus

IEEE Geoscience and Remote Sensing Letters ·

Paper

In one sentence. Random forest fills cloud-caused gaps in satellite land surface temperature during heatwaves using land cover, elevation and vegetation indices.

Labels

Topic
Observations & remote sensing, Extremes & hazards
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Satellite
Status
Research
Identifiers
DOI:10.1109/lgrs.2021.3068069 OpenAlex:W3150849752
Added
2026-10-22

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