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应用改进的DRASTIC模型评估地下水脆弱性:以中国宁夏固原市为例

Assessment of groundwater vulnerability by applying the improved DRASTIC model: a case in Guyuan City, Ningxia, China.

作者信息

Wang Zhiye, Xiong Hanxiang, Ma Chuanming, Zhang Fawang, Li Xuan

机构信息

School of Environmental Studies, China University of Geosciences, Wuhan, 430074, China.

Center for Hydrogeology and Environmental Geological Survey, China Geological Survey, Baoding, 071051, China.

出版信息

Environ Sci Pollut Res Int. 2023 Apr;30(20):59062-59075. doi: 10.1007/s11356-023-26763-2. Epub 2023 Mar 31.

Abstract

Groundwater is the main source of production and living in most arid and semi-arid areas, and it plays an increasingly critical role in achieving local urban development. There is a serious issue regarding the contradiction between urban development and groundwater protection. In this study, we used three different models to assess the groundwater vulnerability of Guyuan City, including DRASTIC model, analytical hierarchy process-DRASTIC model (AHP-DRASTIC) and variable weight theory-DRASTIC model (VW-DRASTIC). The groundwater vulnerability index (GVI) of the study area was calculated in ArcGIS. Based on the magnitude of GVI, the groundwater vulnerability was classified into five classes: very high, high, medium, low, and very low using the natural breakpoint method, and the groundwater vulnerability map (GVM) of the study area was drawn. In order to validate the accuracy of groundwater vulnerability, the Spearman correlation coefficient was used, and the results showed that the VW-DRASTIC model performed best among the three models (ρ=0.83). The improved VW-DRASTIC model shows that the variable weight model effectively improves the accuracy of the DRASTIC model, which is more suitable for the study area. Finally, based on the results of GVM combined with the distribution of F and urban development planning, suggestions were proposed for further sustainable groundwater management. This study provides a scientific basis for groundwater management in Guyuan City, which can be an example for similar areas, particularly in arid and semi-arid areas.

摘要

地下水是大多数干旱和半干旱地区生产生活的主要水源,在实现当地城市发展方面发挥着越来越关键的作用。城市发展与地下水保护之间存在严重的矛盾问题。在本研究中,我们使用了三种不同的模型来评估固原市的地下水脆弱性,包括DRASTIC模型、层次分析法 - DRASTIC模型(AHP - DRASTIC)和可变权重理论 - DRASTIC模型(VW - DRASTIC)。在ArcGIS中计算了研究区域的地下水脆弱性指数(GVI)。基于GVI的大小,采用自然断点法将地下水脆弱性分为五个等级:极高、高、中、低和极低,并绘制了研究区域的地下水脆弱性图(GVM)。为了验证地下水脆弱性评估结果的准确性,使用了Spearman相关系数,结果表明VW - DRASTIC模型在这三种模型中表现最佳(ρ = 0.83)。改进后的VW - DRASTIC模型表明可变权重模型有效提高了DRASTIC模型的准确性,更适用于研究区域。最后,基于GVM的结果,结合氟的分布和城市发展规划,提出了进一步可持续地下水管理的建议。本研究为固原市的地下水管理提供了科学依据,可为类似地区,特别是干旱和半干旱地区提供借鉴。

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