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利用改进的 DRASTIC 模型评估和验证地下水对硝酸盐和 TDS 的脆弱性:伊拉克埃尔比勒中心子流域案例研究。

Assessment and validation of groundwater vulnerability to nitrate and TDS using based on a modified DRASTIC model: a case study in the Erbil Central Sub-Basin, Iraq.

机构信息

Department of Environmental Engineering, Faculty of Engineering, Van Yuzuncu Yıl University, Van, Turkey.

出版信息

Environ Monit Assess. 2023 Apr 14;195(5):567. doi: 10.1007/s10661-023-11165-1.

Abstract

In recent years, groundwater vulnerability assessment has become a crucial step in effectively protecting groundwater resources against increasing groundwater pollution in recent years. Sustainable effectual management of groundwater sources in terms of quality has become a critical factor in the development of unplanned urbanization areas, especially in regions with intensive agricultural and industrial activities in the land use/land cover (LULC) models. In this study, the GIS-based DRASTIC model was used by modified to estimate the groundwater vulnerability of porous aquifers to nitrate and total dissolved solids (TDS). The DRASTIC and the modified DRASTIC models generate four different groundwater vulnerability zones: high (33.6, 37.8%), moderate (45.9, 42.3%), low (18.7, 18.3%), and very low (1.8,1.6%). DRASTIC_LULC index map provides four different vulnerability zones: low, moderate, high, and very high, covering 0.1%, 7.6%, 83.6%, and 8.7% of the Erbil Central Sub-Basin, respectively. The most important hydrogeological factors determining the DRASTIC vulnerability obtained from sensitivity analyses are depth to the water table and impact of vadose zone parameters with average effective weight values of 23.7% and 22.6%. For validating the DRASTIC_LULC model, the water quality parameters, nitrate and TDS, have been used with an accuracy of 68% and 79%, which indicates that the validation accuracy for this model is quite high. Maps obtained as a result of this study can be used to create a baseline map for the sustainable management of groundwater quality in vulnerable areas of the Erbil Central Sub-Basin and its planning.

摘要

近年来,地下水脆弱性评估已成为有效保护地下水资源、应对近年来地下水污染加剧的关键步骤。从质量角度对地下水水源进行可持续、有效的管理,已成为无规划城市化地区发展的关键因素,尤其是在土地利用/土地覆被(LULC)模型中农业和工业活动密集的地区。本研究利用基于 GIS 的 DRASTIC 模型进行了改进,以评估多孔含水层对硝酸盐和总溶解固体(TDS)的地下水脆弱性。DRASTIC 和改进的 DRASTIC 模型生成了四个不同的地下水脆弱性带:高(33.6,37.8%)、中(45.9,42.3%)、低(18.7,18.3%)和极低(1.8,1.6%)。DRASTIC_LULC 指数图提供了四个不同的脆弱性带:低、中、高和极高,分别覆盖埃尔比勒中心子流域的 0.1%、7.6%、83.6%和 8.7%。通过敏感性分析得出的决定 DRASTIC 脆弱性的最重要水文地质因素是地下水位深度和包气带参数的影响,其平均有效权重值分别为 23.7%和 22.6%。为了验证 DRASTIC_LULC 模型,使用了水质参数硝酸盐和 TDS,其准确率分别为 68%和 79%,这表明该模型的验证准确率相当高。本研究得出的地图可用于为埃尔比勒中心子流域脆弱地区的地下水质量可持续管理及其规划创建基线图。

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