Developing Hybrid GA-AHP Groundwater Vulnerability Model Based on DRASTIC Method

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Norouzi gharagezloo Y.; NIKOO M.R.; Karimi Jashani A.; DEHGHANI M.

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Journal Paper

Paper Information

Journal: WATER AND SOIL SCIENCE (AGRICULTURAL SCIENCE) Year:2021 | Volume:30 | Issue:4 Page(s): 119-132

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Title

Developing Hybrid GA-AHP Groundwater Vulnerability Model Based on DRASTIC Method

Author(s)

Norouzi gharagezloo Y. | NIKOO M.R. | Karimi Jashani A. | DEHGHANI M. | Issue Writer Certificate

Keywords

DRASTICQ1

Genetic algorithmQ1

Geographic information system (GIS)Q2

Groundwater vulnerabilityQ1

Multi-criteria decision makingQ2

Abstract

Proper management of groundwater resources, as the main source of fresh water, is very important. Groundwater vulnerability assessment has been applied as a management tool for prioritizing the use of resources, controling the contaminant transfer and adopting cost-effective ways for aquifer management. This study has adopted a novel approach based on DRASTIC method, analytic hierarchy process (AHP), and Genetic algorithm (GA) optimization method to assess the vulnerability of Shiraz aquifer. AHP was utilized to modify the rank of DRASTIC model’ s parameters and GA optimization model was used to optimize the weights of DRASTIC parameters based on hydro-geological characteristics and nitrate concentrations of the Shiraz aquifer. The main aim of the GA-AHP model was to maximize the DRASTIC index correlation with nitrate concentration. The vulnerability map of Shiraz plain was provided using geographic information system (GIS). The results suggested that the southern and southeastern areas of Shiraz plain were faced with very high and high classes of vulnerability, respectively. The Pearson correlation coefficient between the developed vulnerability index and the nitrate concentrations was estimated as 80%, which confirmed the accuracy of the vulnerability map of Shiraz plain.

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APA: Copy

Norouzi gharagezloo, Y., NIKOO, M.R., Karimi Jashani, A., & DEHGHANI, M.. (2021). Developing Hybrid GA-AHP Groundwater Vulnerability Model Based on DRASTIC Method. WATER AND SOIL SCIENCE (AGRICULTURAL SCIENCE), 30(4 ), 119-132. SID. https://sid.ir/paper/411494/en

Vancouver: Copy

Norouzi gharagezloo Y., NIKOO M.R., Karimi Jashani A., DEHGHANI M.. Developing Hybrid GA-AHP Groundwater Vulnerability Model Based on DRASTIC Method. WATER AND SOIL SCIENCE (AGRICULTURAL SCIENCE)[Internet]. 2021;30(4 ):119-132. Available from: https://sid.ir/paper/411494/en

IEEE: Copy

Y. Norouzi gharagezloo, M.R. NIKOO, A. Karimi Jashani, and M. DEHGHANI, “Developing Hybrid GA-AHP Groundwater Vulnerability Model Based on DRASTIC Method,” WATER AND SOIL SCIENCE (AGRICULTURAL SCIENCE), vol. 30, no. 4 , pp. 119–132, 2021, [Online]. Available: https://sid.ir/paper/411494/en

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