Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Research findings on Machine Learning are discussed in a new report. According to news originating from Tarragona, Spa in, by NewsRx correspondents, research stated, "In this work, Machine Learning ( ML) techniques are used to develop tools capable of accurately predicting the im pact of severe weather events. We use readily accessible predictors, including d aily meteorological data, basic demographics, geographic and terrain features, a long with the number of daily meteorological incidents reported to the emergency services." Financial supporters for this research include Spanish Government, Generalitat d e Catalunya, Universitat Rovira i Virgili. Our news journalists obtained a quote from the research from the University of R ovira and Virgili, "The model was built using disaggregated data from the 947 mu nicipalities from the region of Catalonia between January 1, 2015 and June 30, 2 021. Catalonia's region is situated in the northeastern part of Spain along the Mediterranean Basin, and frequently experiences storms with strong winds and int ense rainfall. In 2020, such weather events resulted in 64 injuries and damages amounting to approximately 70 million USD. The ML-based model presented in this study shows a predictive capacity for extreme weather risk superior to that of t he daily meteorological warning system of the Meteorological Service of Cataloni a. In addition, the model has been used to estimate how urbanization modifies th e extreme weather impact."
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