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2024 Vol.57, Issue 10 Preview Page

Research Article

Evaluation of environmental drought index applicability for watershed-specific drought management

유역 맞춤형 가뭄 관리를 위한 환경가뭄지수 적용성 평가

Jaeyeon Lima
,
Sangung Leeb
,
Bugeon Joc
,
Young Do Kimd*
,
Joo-Heon Leee
임 재연a
,
이 상웅b
,
조 부건c
,
김 영도d*
,
이 주헌e
aMaster’s Course, Department of Civil and Environmental Engineering, Myongji University, Yongin, Korea
bPh.D Course, Department of Civil and Environmental Engineering, Myongji University, Yongin, Korea
cResearch Professor, Institute for Construction and Environment Engineering, Myongji University, Yongin, Korea
dProfessor, Department of Civil and Environmental Engineering, Myongji University, Yongin, Korea
eProfessor, Department of Civil Engineering, Joongbu University, Goyang, Korea
a명지대학교 토목환경공학과 석사과정
b명지대학교 토목환경공학과 박사과정
c명지대학교 건설환경연구소 연구교수
d명지대학교 토목환경공학과 교수
e중부대학교 토목공학과 교수
*Corresponding Author
31 October 2024. pp. 699-709
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Abstract

This study comprehensively evaluates the environmental impacts of droughts caused by abnormal climate change. Specifically, to quantitatively analyze the impact of droughts on the water environment of river basins, an Environmental Drought Index (EDI) was developed using meteorological, hydrological, and water quality parameters. The study focuses on the Han River basin, categorizing the watersheds into urban, agricultural, and forest types to develop region-specific EDIs. Various data analysis techniques, such as multiple linear regression, principal component and random forest analysis, were employed to determine the weights of different parameters to assess the impact of droughts. The primary water quality parameter used in the assessment was BOD (Biochemical Oxygen Demand). The results showed that in urban areas, TOC (Total Organic Carbon) and flow were the primary parameters, with significant deterioration in water quality during droughts. In agricultural areas, TOC and EC (Electrical Conductivity) were the primary parameters driving changes in water quality during droughts. In forest areas, TOC, flow and cumulative precipitation were identified as the primary parameters, with relatively less impact compared to other regions.

Keywords
Drought
Climate change
Water quality managment
Data anlysis

본 연구는 이상기후변화로 발생하는 가뭄의 환경적 영향을 종합적으로 평가하였다. 특히 가뭄이 하천 유역의 물환경에 미치는 영향을 정량적으로 분석하기 위해 기상, 수문, 수질 항목을 활용하여 환경가뭄지수를 개발하였다. 한강수계를 대상으로 유역 특성에 따라 도시 유형, 농업 유형, 산림 유형으로 구분하여 각 지역별 환경가뭄지수를 산정하였다. 가뭄의 영향을 평가하기 위해 다중선형회귀, 주성분분석, 랜덤포레스트 등의 다양한 데이터 분석 기법을 사용하여 가중치를 산정하였다. 주요 수질 항목으로는 BOD를 활용하여 평가를 진행하였다. 연구 결과, 도시 유형에서는 TOC와 유량이 주요 항목으로 나타나며, 가뭄 시 수질 악화가 두드러지게 나타났다. 농업 유형에서는 TOC와 EC가 주요 항목으로 작용하여 가뭄에 따른 수질 변화가 뚜렷하게 나타났고, 산림 유형에서는 TOC, 유량 및 누적강수량이 주요 항목으로 나타났으며, 다른 지역에 비해 가뭄의 영향이 상대적으로 적게 나타났다.

키워드
가뭄
기후변화
수질 관리
데이터 분석
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Information
  • Publisher :KOREA WATER RESOURECES ASSOCIATION
  • Publisher(Ko) :한국수자원학회
  • Journal Title :Journal of Korea Water Resources Association
  • Journal Title(Ko) :한국수자원학회 논문집
  • Volume : 57
  • No :10
  • Pages :699-709
  • Received Date : 2024-08-06
  • Revised Date : 2024-09-30
  • Accepted Date : 2024-10-02
  • DOI :https://doi.org/10.3741/JKWRA.2024.57.10.699
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