During the summer season, the Italian territory is vulnerable to extended wildfres, whichcan have dramatic impact on human activities and ecosystems. Such wildfre events areusually associated with the presence of drought conditions and are generally more severe insouthern Italy, owing to the high temperatures and reduced precipitation that characterizethis geographical region. In this work, we discuss the statistical analysis of the burned area(BA) in Italy and build simple data-driven models linking BA to diferent climatic drivers, comparing the relevance of direct surface soil moisture information to that providedby drought indices such as the Standardized Precipitation Index and the Standardized Precipitation Evapotranspiration Index (SPEI). We show that considering surface soil moisturealone is sufcient to produce reliable out-of-sample predictions in a large part of the country. By contrast, SPEI allows for better model performances in the more arid regions.
Testing drought indicators for summer burned area prediction in Italy
Vissio Gabriele;Provenzale Antonello
2023
Abstract
During the summer season, the Italian territory is vulnerable to extended wildfres, whichcan have dramatic impact on human activities and ecosystems. Such wildfre events areusually associated with the presence of drought conditions and are generally more severe insouthern Italy, owing to the high temperatures and reduced precipitation that characterizethis geographical region. In this work, we discuss the statistical analysis of the burned area(BA) in Italy and build simple data-driven models linking BA to diferent climatic drivers, comparing the relevance of direct surface soil moisture information to that providedby drought indices such as the Standardized Precipitation Index and the Standardized Precipitation Evapotranspiration Index (SPEI). We show that considering surface soil moisturealone is sufcient to produce reliable out-of-sample predictions in a large part of the country. By contrast, SPEI allows for better model performances in the more arid regions.File | Dimensione | Formato | |
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Descrizione: Testing drought indicators for summer burned area prediction in Italy
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