• Title/Summary/Keyword: Decision thee algorithms

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A preliminary study on the determination of drought stages at the local level (지역 단위 가뭄단계 판단규칙 개발에 관한 연구)

  • Lee, Jongso;Jeon, Daeun;Yoon, Hyeoncheol;Kam, Jonghun;Lee, Sangeun
    • Journal of Korea Water Resources Association
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    • v.56 no.12
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    • pp.929-937
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    • 2023
  • This study aims to develop rules for the Determination of Drought Stages at the Local Level based on the drought cases in Gwangju and Jeollanam-do in 2022-2023. Among the eight drought indicators provided, six indicators (Agricultural drought stage (for paddy), Residential & industrial drought stage, SPI-12, Relative agricultural water storage, Residential water consumption change (for domestic use), Residential water consumption change (for non-domestic use) were confirmed to have statistical correlations with the perceptions of local government officials and experts. Additionally, this drought indicator was applied to a decision tree algorithm to develop rules for determining the severity of drought. Although it presented results similar to those of the existing method presented in previous studies, it showed a significant comparative advantage in explaining the temporal and spatial patterns of drought in the Gwangju and Jeollanam-do.