Predicting Potential Climate Change Impacts on Groundwater Nitrate Pollution and Risk in an Intensely Cultivated Area of South Asia

IF 6.7 Q1 ENGINEERING, ENVIRONMENTAL
Soumyajit Sarkar, Abhijit Mukherjee*, Balaji Senapati and Srimanti Duttagupta, 
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Abstract

One of the potential impacts of climate change is enhanced groundwater contamination by geogenic and anthropogenic contaminants. Such impacts should be most evident in areas with high land-use change footprint. Here, we provide a novel documentation of the impact on groundwater nitrate (GWNO3) pollution with and without climate change in one of the most intensely groundwater-irrigated areas of South Asia (northwest India) as a consequence of changes in land use and agricultural practices at present and predicted future times. We assessed the probabilistic risk of GWNO3 pollution considering climate changes under two representative concentration pathways (RCPs), i.e., RCP 4.5 and 8.5 for 2030 and 2040, using a machine learning (Random Forest) framework. We also evaluated variations in GWNO3 distribution against a no climate change (NCC) scenario considering 2020 status quo climate conditions. The climate change projections showed that the annual temperatures would rise under both RCPs. The precipitation is predicted to rise by 5% under RCP 8.5 by 2040, while it would decline under RCP 4.5. The predicted scenarios indicate that the areas at high risk of GWNO3 pollution will increase to 49 and 50% in 2030 and 66 and 65% in 2040 under RCP 4.5 and 8.5, respectively. These predictions are higher compared to the NCC condition (43% in 2030 and 60% in 2040). However, the areas at high risk can decrease significantly by 2040 with restricted fertilizer usage, especially under the RCP 8.5 scenario. The risk maps identified the central, south, and southeastern parts of the study area to be at persistent high risk of GWNO3 pollution. The outcomes show that the climate factors may impose a significant influence on the GWNO3 pollution, and if fertilizer inputs and land uses are not managed properly, future climate change scenarios can critically impact the groundwater quality in highly agrarian areas.

Abstract Image

预测气候变化对南亚集约化耕地地下水硝酸盐污染的潜在影响及其风险
气候变化的潜在影响之一是地质和人为污染物对地下水的污染加剧。这种影响在土地利用变化足迹大的地区应最为明显。在这里,我们提供了一份新的文件,记录了在南亚(印度西北部)地下水灌溉最密集的地区之一,由于土地利用和农业实践的变化,目前和预测的未来时间,在有和没有气候变化的情况下,地下水硝酸盐(GWNO3)污染的影响。我们使用机器学习(随机森林)框架评估了考虑气候变化的两种代表性浓度路径(RCP)下GWNO3污染的概率风险,即2030年和2040年的RCP为4.5和8.5。我们还评估了考虑2020年现状气候条件的无气候变化(NCC)情景下GWNO3分布的变化。气候变化预测表明,在这两个RCPs下,年气温都将上升。预计到2040年,在RCP 8.5条件下,降水量将增加5%,而在RCP 4.5条件下,降水量将减少。预测情景表明,在RCP 4.5和8.5条件下,2030年GWNO3污染高风险区分别增加到49%和50%,2040年增加到66%和65%。这些预测高于NCC条件(2030年为43%,2040年为60%)。然而,在限制化肥使用的情况下,到2040年,高风险地区可以显著减少,特别是在RCP 8.5情景下。风险图确定了研究区域的中部、南部和东南部处于持续的高GWNO3污染风险。结果表明,气候因子可能对GWNO3污染产生显著影响,如果肥料投入和土地利用管理不当,未来气候变化情景将严重影响高度农业区的地下水质量。
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来源期刊
ACS Environmental Au
ACS Environmental Au 环境科学-
CiteScore
7.10
自引率
0.00%
发文量
0
期刊介绍: ACS Environmental Au is an open access journal which publishes experimental research and theoretical results in all aspects of environmental science and technology both pure and applied. Short letters comprehensive articles reviews and perspectives are welcome in the following areas:Alternative EnergyAnthropogenic Impacts on Atmosphere Soil or WaterBiogeochemical CyclingBiomass or Wastes as ResourcesContaminants in Aquatic and Terrestrial EnvironmentsEnvironmental Data ScienceEcotoxicology and Public HealthEnergy and ClimateEnvironmental Modeling Processes and Measurement Methods and TechnologiesEnvironmental Nanotechnology and BiotechnologyGreen ChemistryGreen Manufacturing and EngineeringRisk assessment Regulatory Frameworks and Life-Cycle AssessmentsTreatment and Resource Recovery and Waste Management
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