Integrating GEE and IWQI for sustainable irrigation: A geospatial water quality assessment

IF 4.9 Q2 ENGINEERING, ENVIRONMENTAL
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Abstract

The surface and sub-surface water quality is one of the decisive parameters for sustainable agriculture and water resources management. Deteriorating water quality impacts the irrigation, crop production, and human health. Therefore, the present work made an attempt to identify the water suitability for irrigation using the contemporary approach i.e. Irrigation Water Quality Index (IWQI) and Zone mapping using GIS techniques, and demonstrated for case of Wadhwan, Gujarat India. Three indices i.e., NDVI, NDWI, and LSWI were mapped using Landsat satellite imagery, whereas, Watermask index was mapped using Sentinel II satellite imagery for the assessment of the availability of water in different forms. The IWQI has applied to categorize the water quality as severe, high, moderate, low, and no restriction. The IWQI in the study area ranges from 6.4 to 62.5. The overall the water quality of study area shows that the 13.64 % of the region in severe restriction range, 56.82% in high restriction range, and 29.54% in moderate restriction range, which is in alarming for farmers and policy makers. The GIS zoning map effectively visualized the spatial distribution of IWQI, helping decision-makers to identify severity zones. Furthermore, the Piper diagram analysis has been performed, which shows that the water quality of the study area falls under mixed Ca2+-Mg2+-Cl-, mixed Ca2+-Na+-HCO3-, and Na-HCO3 types. The results revealed that major areas are in moderate to severe restriction zones, lying under deteriorated water quality, and need immediate attention for improvement before use. The IWQI advances SDG 2 (Zero Hunger) by optimizing water quality for crop production and SDG 6 (Clean Water and Sanitation) by ensuring sustainable water resource management, while indirectly supporting SDG 15 (Life on Land) through improved soil health and land management practices.

Abstract Image

整合 GEE 和 IWQI,促进可持续灌溉:地理空间水质评估
地表和地下水质是可持续农业和水资源管理的决定性参数之一。水质恶化会影响灌溉、作物生产和人类健康。因此,本研究尝试利用现代方法,即灌溉水质量指数(IWQI)和利用地理信息系统技术绘制的区域图来确定灌溉用水的适宜性,并以印度古吉拉特邦瓦德万为例进行了演示。使用 Landsat 卫星图像绘制了三个指数,即 NDVI、NDWI 和 LSWI,而使用 Sentinel II 卫星图像绘制了水掩膜指数,以评估不同形式的水供应情况。IWQI 适用于将水质分为严重、高、中、低和无限制。研究区域的 IWQI 介于 6.4 至 62.5 之间。研究区域的总体水质显示,13.64%的区域处于严重限制范围,56.82%的区域处于高度限制范围,29.54%的区域处于中度限制范围,这给农民和决策者敲响了警钟。GIS 分区图有效地直观显示了 IWQI 的空间分布,帮助决策者识别严重程度区。此外,Piper 图分析表明,研究区域的水质属于 Ca2+-Mg2+-Cl- 混合型、Ca2+-Na+-HCO3- 混合型和 Na-HCO3- 混合型。结果显示,主要地区处于中度至严重限制区,水质恶化,需要立即加以改善后才能使用。国际水质倡议通过优化作物生产水质推进可持续发展目标 2(零饥饿),通过确保可持续水资源管理推进可持续发展目标 6(清洁水和卫生),同时通过改善土壤健康和土地管理实践间接支持可持续发展目标 15(土地上的生命)。
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来源期刊
Groundwater for Sustainable Development
Groundwater for Sustainable Development Social Sciences-Geography, Planning and Development
CiteScore
11.50
自引率
10.20%
发文量
152
期刊介绍: Groundwater for Sustainable Development is directed to different stakeholders and professionals, including government and non-governmental organizations, international funding agencies, universities, public water institutions, public health and other public/private sector professionals, and other relevant institutions. It is aimed at professionals, academics and students in the fields of disciplines such as: groundwater and its connection to surface hydrology and environment, soil sciences, engineering, ecology, microbiology, atmospheric sciences, analytical chemistry, hydro-engineering, water technology, environmental ethics, economics, public health, policy, as well as social sciences, legal disciplines, or any other area connected with water issues. The objectives of this journal are to facilitate: • The improvement of effective and sustainable management of water resources across the globe. • The improvement of human access to groundwater resources in adequate quantity and good quality. • The meeting of the increasing demand for drinking and irrigation water needed for food security to contribute to a social and economically sound human development. • The creation of a global inter- and multidisciplinary platform and forum to improve our understanding of groundwater resources and to advocate their effective and sustainable management and protection against contamination. • Interdisciplinary information exchange and to stimulate scientific research in the fields of groundwater related sciences and social and health sciences required to achieve the United Nations Millennium Development Goals for sustainable development.
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