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采用基于模糊逻辑技术的新适宜性图和空间分析对灌溉地下水质量进行评估。

Groundwater quality assessment for irrigation by adopting new suitability plot and spatial analysis based on fuzzy logic technique.

机构信息

Water Research Center, Kuwait Institute for Scientific Research, Kuwait.

Department of Applied Geology, Faculty of Engineering and Science, Curtin University, Malaysia, CDT 250, 98009 Miri, Sarawak, Malaysia.

出版信息

Environ Res. 2022 Mar;204(Pt A):111729. doi: 10.1016/j.envres.2021.111729. Epub 2021 Aug 31.

Abstract

This study was focused on identifying the region suitable for agriculture-based, using new irrigation groundwater quality plot and its spatio-temporal variation with fuzzy logic technique in a geographic information system (GIS) platform. Six hundred and eighty groundwater samples were collected during pre, southwest, northeast, and post monsoon periods. A new ternary plot was also attempted to determine the irrigation suitability of water by considering four essential parameters such as sodium adsorption ratio (SAR), permeability index (PI), Sodium percentage (Na %), and electrical conductivity (EC). The derived ternary plot was the most beneficial over other available plots, as it incorporated four parameters, and it differs from the US Salinity Laboratory (USSL) plot, such that the groundwater with higher EC could also be used for irrigation purposes, depending on the Na%. The ternary plot revealed that the groundwater predominantly manifested good to moderate category during post, northeast, and southwest monsoons. The assessment with the amount of fertilizer used during the study period showed that the NPK fertilizers were effectively used for irrigation during monsoon periods. Spatial maps on EC, Kelly's ratio, Mg hazard, Na%, PI, potential salinity (PS), SAR, residual sodium carbonate (RSC), and soluble sodium percentage (SSP) were prepared for each season using fuzzy membership values, integrated for each season. A final suitability map derived by an overlay of all the seasonal outputs has identified that the groundwater in the western and the eastern part of the study area are suitable for agriculture. The study recommends cultivation of groundwater-dependent short-term crops, along the western and northern regions of the study area during the pre-monsoon season.

摘要

本研究旨在利用地理信息系统(GIS)平台中的新技术灌溉地下水质量图及其时空变化,确定适合农业的区域。在季风前、西南季风、东北季风和季风后四个时期采集了 680 个地下水样本。还尝试了一个新的三元图,通过考虑钠吸附比(SAR)、渗透率指数(PI)、钠百分比(Na%)和电导率(EC)等四个基本参数来确定水的灌溉适宜性。与其他可用图相比,派生的三元图更有利,因为它包含四个参数,并且与美国盐度实验室(USSL)图不同,即使 EC 较高的地下水也可用于灌溉,具体取决于 Na%。三元图显示,地下水在季风后、东北季风和西南季风期间主要表现为良好到中等类别。根据研究期间使用的化肥量进行评估表明,在季风期间,NPK 化肥有效地用于灌溉。使用模糊隶属值为每个季节准备了 EC、Kelly 比、Mg 危害、Na%、PI、潜在盐度(PS)、SAR、残余碳酸钠(RSC)和可溶性钠百分比(SSP)的空间图,并为每个季节进行了整合。通过对所有季节输出结果的叠加,得出了最终的适宜性图,该图确定研究区西部和东部的地下水适合农业。研究建议在季风前季节,在研究区的西部和北部地区种植依赖地下水的短期作物。

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