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Validation of the new HelioClim-3 version 4 real-time and short-term forecast service using 14 BSRN stations

Abstract : Meteosat Second Generation (MSG) satellite images acquired every 15 min during daytime are currently processed by the Heliosat-2 method every night to generate the HelioClim-3 (HC3) database of the surface solar irradiation for the day before. A new service is proposed based on version 4 of HC3 (HC3v4) that offers real-time and forecasted irradiation for horizons up to a few hours. The service is based on a local persistence of the clear-sky index. Its results were compared to coincident high quality 15 min global irradiations measured in fourteen stations belonging to the Baseline Surface Radiation Network (BSRN). For forecasts for a temporal horizon of 15 min ahead, the relative bias and root mean square error (RMSE) range respectively from 0 to 2 %, and 20 to 23 % for most stations. The correlation coefficient ranges from 0.94 to 0.95. These performances are similar to HC3v4 for the same stations. Expectedly, the quality of the forecasts degrades as the temporal horizon increases. For 1 h ahead forecasts of 15 min irradiation, the relative bias, root mean square error (RMSE) and correlation coefficient range respectively from −3 to 1 %, 30 to 37 %, and 0.90 to 0.91.
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Contributeur : Lucien Wald <>
Soumis le : jeudi 28 juillet 2016 - 12:42:58
Dernière modification le : jeudi 24 septembre 2020 - 17:20:10
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Claire Thomas, Laurent Saboret, Etienne Wey, Philippe Blanc, Lucien Wald. Validation of the new HelioClim-3 version 4 real-time and short-term forecast service using 14 BSRN stations. Advances in Science and Research, Copernicus Publications, 2016, 13, pp.129-136. ⟨10.5194/asr-13-129-2016⟩. ⟨hal-01349689⟩



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