Application of solar activity time series in machine learning predictive modeling of precipitation-induced floods

HIGHLIGHTS

SUMMARY

Prikryl et_al revealed that arrivals of solar wind high-speed streams from coronal holes can be followed by heavy precipitation causing floods and flash floods. Daily precipitation data for ten days before the flood event and during the flood event Daily precipitation data for ten days before the flood event and during t were used from the European Climate Assessment and Dataset. The average accuracy of accuracy of precipitation models forecast for 9 days in advance is about 91% for the given precipitation models forecast for 9 days in advance is about 91% for . . .

 



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