Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods

Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods

This research is devoted to the determination of hidden dependencies between the flow of particles that come from the Sun and precipitation-induced floods in the United Kingdom (UK). The analysis covers 20 flood events during the period from October 2001 to December 2019. The parameters of solar act...

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Bibliographic Details
Main Authors: Slavica Malinović-Milićević, Milan M. Radovanović, Sonja D. Radenković, Yaroslav Vyklyuk, Boško Milovanović, Ana Milanović Pešić, Milan Milenković, Vladimir Popović, Marko Petrović, Petro Sydor, Mirjana Gajić
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Mathematics
Subjects:
solar activity
precipitation
floods
machine learning
classification
modeling
Online Access:https://www.mdpi.com/2227-7390/11/4/795

Internet

https://www.mdpi.com/2227-7390/11/4/795

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