Yazar "Gangi, Fabiola" için listeleme
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Drought analysis using innovative trend analysis and machine learning models for Eastern Black Sea Basin
Niazkar, Majid; Piraei, Reza; Türkkan, Gökçen Eryılmaz; Hırca, Tuğçe; Gangi, Fabiola; Afzali, Seied Hosein (Springer Wien, 2023)This study aims to assess the Eastern Black Sea Basin drought conditions. For this purpose, the trend changes in SPI values of 6, 9, 12, and 24 months using innovative trend analysis were examined. Additionally, four machine ... -
Short-term drought forecast across two different climates using machine learning models
Piraei, Reza; Niazka , Majid; Gangi, Fabiola; Türkkan, Gökçen Eryılmaz; Afzali, Seied Hosein (Multidisciplinary Digital Publishing Institute (MDPI), 2024)This paper presents a comparative analysis of machine learning (ML) models for predicting drought conditions using the Standardized Precipitation Index (SPI) for two distinct stations, one in Shiraz, Iran and one in ...
