Very short-term reactive forecasting of the solar ultraviolet index using an extreme learning machine integrated with the solar zenith angle

Exposure to erythemally-effective solar ultraviolet radiation (UVR) that contributes to malignant keratinocyte cancers and associated health-risk is best mitigated through innovative decision-support systems, with global solar UV index (UVI) forecast necessary to inform real-time sun-protection beha...

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Veröffentlicht in:	Environmental research 2017-05, Vol.155, p.141-166
Hauptverfasser:	Deo, Ravinesh C., Downs, Nathan, Parisi, Alfio V., Adamowski, Jan F., Quilty, John M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Extreme learning machine Forecasting M5 Model Tree Machine Learning Models, Theoretical Multivariate adaptive regression splines Queensland Real-time solar forecasting Reproducibility of Results Solar ultraviolet index (UVI) Sunlight Ultraviolet Rays
Online-Zugang:	Volltext
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