ML4WX

Applications & impacts

Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities

Sujan Ghimire, Ravinesh Chand Deo, Nathan James Downs, Nawin Raj

Remote Sensing of Environment ·

Paper

In one sentence. Self-adaptive differential evolution tuned extreme learning machines predict long-term solar radiation in solar-rich cities using MODIS and reanalysis predictors.

Labels

Topic
Applications & impacts, Local & station forecasting
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
Seasonal to annual
Domain
Local / station
Data
Satellite, ERA5 / reanalysis
Status
Research
Identifiers
DOI:10.1016/j.rse.2018.05.003 OpenAlex:W2799674728
Added
2026-10-22

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