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Water allocation sustainability assessment in climate change: a modeling approach using water footprint and just policy 气候变化中的水资源分配可持续性评估:利用水足迹和公正政策的建模方法
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-28 DOI: 10.2166/wcc.2023.534
Somaye Imani, Mohammad Hossein Niksokhan, Majid Delavar, Reza Safari Shali
Abstract Climate change has challenged water allocation strategies for food production, particularly in water-scarce areas. This fact calls for re-evaluating water allocation in basins with dominant agricultural activities. This study develops a framework, combining the Soil and Water Assessment Tool (SWAT) model and water footprint (WF), to primarily evaluate water resource sustainability under climate change and improve its indices by just water reallocation (RA). The Karkheh River Basin, located in Iran, was chosen as a study area for verification. Here, the impacts of climate change on WF sustainability and food security were evaluated based on six main crops. Deficit irrigation (DI) was referred to as a farm strategy to simultaneously promote basin sustainability, maintain food security, and save water. DI was distributed according to the equality of resources, proposed by Ronald Dworkin, as a just allocation principle. It means that water for irrigation would be distributed based on an equal water ratio per hectare area. Results showed that the basin is currently unsustainable regarding the groundwater (BkWS) and blue water footprints (BuWS). According to the climate scenario of SSP5-8.5, the BuWS of the basin increases from 1.12 to 1.22 (9%), its BkWS increases from 2 to 2.15 (7.5%), while GnWS remains relatively constant at 0.99 <1. By Dworkin's principle, DI caused 21–48% reduction in water allocation among five provinces. RA improved the BuWS, GnWS, and BkWS of the whole basin to 0.99, 0.95, and 1.67 and ensured environmental flow. Climate change reduces 3.5% of overall food production, with an extra 9% by RA. However, these reductions would not significantly endanger food security.
气候变化挑战了粮食生产的水资源分配策略,特别是在缺水地区。这一事实要求重新评估以农业活动为主的流域的水资源分配。本研究将土壤与水评估工具(SWAT)模型与水足迹(WF)相结合,构建了气候变化条件下水资源可持续性评价框架,并通过水资源再分配(RA)对水资源可持续性指标进行了初步评价。位于伊朗的Karkheh河流域被选为进行核查的研究区域。本文以六种主要作物为研究对象,对气候变化对世界粮食基金可持续性和粮食安全的影响进行了评估。亏缺灌溉(DI)是一种同时促进流域可持续性、维持粮食安全和节约用水的农业战略。根据罗纳德·德沃金(Ronald Dworkin)提出的公平分配原则,对残障救济金进行分配。这意味着灌溉用水将根据每公顷面积的平均用水比例进行分配。结果表明,该流域目前在地下水(BkWS)和蓝水足迹(BuWS)方面是不可持续的。在SSP5-8.5气候情景下,流域的BuWS从1.12增加到1.22 (9%),BkWS从2增加到2.15(7.5%),而GnWS保持相对稳定在0.99 <1。根据德沃金原理,DI使5个省的水资源分配减少了21-48%。RA将整个流域的BuWS、GnWS和BkWS分别提高到0.99、0.95和1.67,保证了环境流量。气候变化减少了总粮食产量的3.5%,RA又减少了9%。然而,这些削减不会严重危及粮食安全。
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引用次数: 0
Nexus of land use land cover dynamics and extent of soil loss in the Panjkora River Basin of eastern Hindu Kush 东兴都库什邦潘杰科拉河流域土地利用、土地覆盖动态和土壤流失程度的联系
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-28 DOI: 10.2166/wcc.2023.353
Haseeb Ur Rahman, Muhammad Shakir
Abstract The increasing population, deforestation and conversion of agricultural land to the built-up areas are putting pressure on land resources. Moreover, among land degradation, soil loss is one of the common issues that has posed adverse consequences to natural ecosystems thus affecting livelihood. The Panjkora River Basin is selected as the study area due to its very fragile soil and having shown regular soil loss activity. In the study area, the scientific communities are consistently insisting to monitor the LULC changes and explore the extent of soil loss. To achieve the stated objectives, the RUSLE approach was applied to generate maps of soil loss for the years 1990, 2005 and 2020. The analysis revealed that during the past three decades (1990–2020), the built-up areas have been increased by 20%. Contrary to this, a decrease of 3% in barren land, 2% in area under water, 3% in snow cover and 13% in area under vegetation have been recorded. The analysis further revealed that the maximum actual annual soil loss consistently increased from 5,195 tons/ha/year in 1990 to 6,247 tons/ha/year in 2005 and 8,297 tons/ha/year in 2020. This research implies that geospatial technologies are effective tools for modeling the erosion of soil.
人口增长、森林砍伐和农用地向建成区的转变给土地资源带来了压力。此外,在土地退化中,土壤流失是对自然生态系统造成不利后果的常见问题之一,从而影响生计。选择潘杰科拉河流域作为研究区域,是因为其土壤非常脆弱,土壤流失活动频繁。在研究区,科学界一直坚持监测LULC的变化,探索土壤流失的程度。为了实现既定目标,采用RUSLE方法生成了1990年、2005年和2020年的土壤流失图。分析显示,在过去三十年(1990-2020年),建成区面积增加了20%。与此相反,荒地面积减少3%,水下面积减少2%,积雪面积减少3%,植被面积减少13%。年实际最大土壤流失量从1990年的5195吨/公顷/年持续增加到2005年的6247吨/公顷/年和2020年的8297吨/公顷/年。该研究表明,地理空间技术是模拟土壤侵蚀的有效工具。
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引用次数: 0
Assessment of climate change impacts on hydrological processes in the Usangu catchment of Tanzania under CMIP6 scenarios CMIP6情景下气候变化对坦桑尼亚Usangu流域水文过程影响的评估
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-26 DOI: 10.2166/wcc.2023.542
Gift Raphael Mollel, Deogratias M. M. Mulungu, Joel Nobert, Augustina C. Alexander
Abstract Climate change is anticipated to have long-term effects on hydrological processes and patterns that lead to water stress in agroecological catchments. Climate change escalates water scarcity in the Usangu catchment, evidenced by the drying up of rivers during the dry season. Therefore, this study was undertaken to assess climate change impacts on hydrology by utilizing the Soil Water Assessment Tool (SWAT) model and an ensemble mean of five Global Circulation Models (GCMs) under two shared socio-economic pathway (SSP) emission scenarios. Downscaling of GCMs was performed by the LARS-WG statistical downscaling tool. In comparison to the baseline period, short rain intervals are expected to occur between 2030 and 2060, with a mean annual precipitation increase of 7 and 17% in SSP 2–4.5 and SSP 5–8.5, respectively. Maximum and minimum temperatures are expected to rise by 0.6–2 °C. Corresponding to future temperature increases, evapotranspiration would increase to about 30% and decrease water yield and groundwater recharge by 7 and 26% in SSP 2–4.5 than in SSP 5–8.5. However, the effect of precipitation increase is shown by increased surface runoff and streamflow during wetter months. These findings provide watershed managers with crucial information for planning and managing the catchment in light of a changing climate.
气候变化预计会对水文过程和模式产生长期影响,从而导致农业生态集水区的水资源压力。气候变化加剧了乌桑古流域的水资源短缺,旱季河流干涸就是明证。因此,本研究利用土壤水分评估工具(SWAT)模型和5个全球环流模式(GCMs)在两种共享社会经济途径(SSP)排放情景下的综合平均值,评估了气候变化对水文的影响。采用LARS-WG统计降尺度工具对gcm进行降尺度。与基线期相比,预计2030年至2060年将出现较短的降雨间隔,在SSP 2-4.5和SSP 5-8.5期间年均降水量分别增加7%和17%。最高和最低气温预计将上升0.6-2摄氏度。与未来温度升高相对应,SSP 2-4.5的蒸散发量将比SSP 5-8.5增加30%左右,产水量和地下水补给将分别减少7%和26%。然而,降水增加的影响表现在湿润月份地表径流和河流流量的增加。这些发现为流域管理者在气候变化的情况下规划和管理流域提供了重要信息。
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引用次数: 0
Type-2 fuzzy chance-constrained linear fractional programming model for a water resource management system: a case study of Taiyuan city, China 水资源管理系统的二类模糊机会约束线性分式规划模型——以太原市为例
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-25 DOI: 10.2166/wcc.2023.319
Wenyu Wu, Xuehua Zhao, Xueyou Zhang, Liushan Yao, Xin Liu
Abstract Uncertainties arising from extreme climate events and human activities pose a challenge to the efficient allocation of water resources. In this study, a type-2 fuzzy chance-constrained linear fractional programming (T2F-CCLFP) is developed to support the water resource management system under uncertainty by incorporating type-2 fuzzy sets, chance-constrained programming, and fractional programming into a comprehensive multi-objective optimization framework. The model enables the trade-off between economic, social, and environmental sustainability and provides water supply solutions associated with different levels of fuzzy uncertainty and risk of violating constraints. The T2F-CCLFP model is applied to Taiyuan, Shanxi Province, China, to support its water resource management. Results reveal that (i) the industrial structure is transitioning toward diverse industries from energy and heavy industry dominance; (ii) external water transfer will be the major water-supply sources for the city in the future, accounting for 55 and 50% of the total water supply in 2025 and 2030, respectively; (iii) the water-supply security of the city is enhanced by provoking the utilization of reclaimed water (the annual growth rate is 13.9%). The results are helpful for managers in adjusting the current industry structure, enhancing water supply security, and contributing to the sustainable development of socio-economic and water systems.
极端气候事件和人类活动带来的不确定性对水资源的有效配置提出了挑战。本文将2型模糊集、机会约束规划和分数规划结合到一个综合的多目标优化框架中,提出了支持不确定条件下水资源管理系统的2型模糊机会约束线性分式规划(tf2 - cclfp)。该模型实现了经济、社会和环境可持续性之间的权衡,并提供了与不同程度的模糊不确定性和违反约束风险相关的供水解决方案。以山西省太原市为例,应用T2F-CCLFP模型支持太原市水资源管理。结果表明:(1)产业结构正从以能源、重工业为主向多元化转型;(ii)外调水将是未来城市的主要供水来源,2025年和2030年分别占城市总供水量的55%和50%;(三)促进中水利用,提高了城市供水安全(年增长率为13.9%)。研究结果有助于管理者调整当前产业结构,增强供水安全,促进社会经济和水系统的可持续发展。
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引用次数: 0
Enhancing climate-resilient urban river restoration: predictive modeling of geomorphic changes 加强气候适应型城市河流恢复:地貌变化的预测模拟
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-24 DOI: 10.2166/wcc.2023.233
Farzad Jalaeifar, Amin Sarang, Asghar Abdoli, Mohammad Hosein Niksokhan
Abstract Urbanization and climate change are two potent forces shaping the contemporary environment. Urban rivers, integral to city life, are profoundly affected by these dynamics. While restoration efforts have yielded promising results, a persistent challenge lies in the inadequate consideration of geomorphic processes and climate change impacts in restoration planning. This study addresses this critical gap by proposing a novel approach for designing stable urban river geometries in ungauged basins. Leveraging the Soil Conservation Service (SCS) method in conjunction with General Circulation Model (GCM) data, our research focuses on determining design discharge and channel stability. Our principal finding, based on the incorporation of parameters related to precipitation, runoff, and effective discharge, indicates a projected 35% increase in the width of stable urban rivers in the future. These results underscore the urgency of integrating climate change considerations into urban river restoration initiatives. Neglecting this imperative aspect risks the failure of restoration projects, particularly in addressing geomorphic challenges intensified by climate change. This research offers a valuable framework for future restoration efforts, ultimately contributing to the resilience and sustainability of urban river ecosystems.
城市化和气候变化是塑造当代环境的两股强大力量。城市河流是城市生活不可或缺的一部分,受到这些动态的深刻影响。虽然恢复工作取得了可喜的成果,但在恢复规划中没有充分考虑地貌过程和气候变化的影响是一个长期存在的挑战。本研究通过提出一种在未测量的流域中设计稳定的城市河流几何形状的新方法来解决这一关键差距。利用土壤保持服务(SCS)方法结合环流模型(GCM)数据,我们的研究重点是确定设计流量和渠道稳定性。我们的主要发现,基于与降水、径流和有效流量相关的参数的合并,表明未来稳定的城市河流的宽度预计将增加35%。这些结果强调了将气候变化考虑纳入城市河流恢复计划的紧迫性。忽视这一重要方面可能会导致恢复项目失败,特别是在应对气候变化加剧的地貌挑战方面。这项研究为未来的恢复工作提供了一个有价值的框架,最终有助于城市河流生态系统的恢复力和可持续性。
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引用次数: 0
Spatial and temporal analysis of drought resistance of different vegetation in the Ta-pieh Mountains based on multi-source data 基于多源数据的塔皮山不同植被抗旱性时空分析
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-24 DOI: 10.2166/wcc.2023.584
Huimin Li, Shaowei Ning, Yuliang Zhou, Chengguo Wu, Yi Cui, Juliang Jin, Xiaoyan Xu, A. Rong, Yang Cheng
Abstract This study focuses on the ecological and environmental safety of Ta-pieh Mountain. Drought episodes can lead to ecological problems such as vegetation damage. Therefore, quantifying the response of vegetation to drought is essential for ecological management. The study utilized normalized difference vegetation index (NDVI) and precipitation datasets from 1999 to 2019 to derive seasonal NDVI and standardized precipitation index (SPI) data. Using Theil-Sen median trend analysis and Mann-Kendall significance test analysis, we initially examined the characteristics of vegetation and drought for the 21-year time series. SPI is used to investigate and assess the occurrence and severity of drought in the research region. Then, the strength and variability of cropland, woodland, and grassland drought resistance in the Ta-pieh Mountains were discussed using the ratio of coefficient of variation (RCV). Finally, the cross-spectrum was used to calculate the vegetation lag time to drought. The study found that NDVI increased across all seasons, while SPI increased in spring and autumn and decreased in summer and winter. The spring drought had the most significant impact on vegetation. Cropland showed the highest improvement in drought tolerance and woodland showed the highest drought tolerance. The lagged response periods of cropland, woodlands, and grassland to drought were 1.62 months, 8.94 months, and 2.49 months, respectively. These findings provide a scientific basis for the management and preservation of the ecology of the Ta-pieh Mountains.
摘要本文以大饼山生态环境安全为研究对象。干旱会导致生态问题,如植被破坏。因此,量化植被对干旱的响应对生态管理至关重要。利用1999 - 2019年的归一化植被指数(NDVI)和降水数据集,得到季节NDVI和标准化降水指数(SPI)数据。利用Theil-Sen中位数趋势分析和Mann-Kendall显著性检验分析,初步考察了21年时间序列的植被和干旱特征。利用SPI对研究区干旱的发生和严重程度进行调查和评价。在此基础上,利用变异系数比(RCV)分析了塔皮山农田、林地和草地抗旱性的强度和变异度。最后,利用交叉光谱法计算植被对干旱的滞后时间。研究发现,NDVI在各季节均呈上升趋势,SPI在春秋季呈上升趋势,在夏冬季呈下降趋势。春季干旱对植被的影响最为显著。农田抗旱性提高最高,林地抗旱性提高最高。耕地、林地和草地对干旱的滞后响应期分别为1.62个月、8.94个月和2.49个月。这些发现为大派山的生态管理和保护提供了科学依据。
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引用次数: 0
Ecological assessment of a subtropical floodplain wetland of the Ganga basin in the context of changing climate using GIS tools 气候变化背景下恒河流域亚热带洪泛平原湿地生态评价
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-20 DOI: 10.2166/wcc.2023.410
Bandana Das Ghosh, Sanjeet Debnath, Uttam Kumar Sarkar, Basanta Kumar Das, Mishal Puthiyottil, Canciyal Johnson, Gunjan Karnatak
Abstract Climate change associated with anthropogenic stressors is considered the main threat to these wetlands resulting in reduced water connection followed by a decline in ecological functions. This article presents a systemic approach to assess the present ecological status of a subtropical floodplain wetland concerning the fisheries and associated ecosystem services. The analysis of historic climatic data indicated a weak increasing (R2 = 0.098) and decreasing (R2 = 0.042) trend in average annual air temperature and total annual rainfall, respectively. In addition, a significant reduction in the wetland area was also observed. Altogether, 45 fish species were reported in the studied wetland, of which 2 are listed as endangered and 7 are near threatened. Fish production increased from 2010 to 2020 as a result of culture-based fisheries practice. The present study demonstrated the variation of the important fisheries-related environment and nutrient parameters of the wetland through the geographic information system (GIS)-based spatial distribution map for the reader's digest. It has been found that the provisioning ecosystem services are higher in number (n = 9) followed by supporting (n = 6), regulating (n = 4), and cultural (n = 2) ecosystem services. Finally, we have discussed some important case-specific sustainable climate-smart adaptation and mitigation approaches to strengthen the resilience and adaptive capacity of fishers.
气候变化和人为压力因素是湿地面临的主要威胁,导致湿地水连接减少,生态功能下降。本文提出了一种从渔业和相关生态系统服务功能方面评价亚热带洪泛平原湿地生态现状的系统方法。历史气候资料分析表明,年平均气温呈微弱上升趋势(R2 = 0.098),年总降雨量呈微弱下降趋势(R2 = 0.042)。此外,湿地面积也明显减少。湿地共录得45种鱼类,其中2种为濒危鱼类,7种为近危鱼类。由于以养殖为基础的渔业实践,鱼类产量从2010年到2020年有所增加。本研究通过基于地理信息系统(GIS)的空间分布图,展示了湿地与渔业相关的重要环境和营养参数的变化,供读者参考。研究发现,提供生态系统服务的数量最多(n = 9),其次是支持(n = 6)、调节(n = 4)和文化(n = 2)生态系统服务。最后,我们讨论了一些重要的针对具体案例的可持续气候智能型适应和缓解方法,以加强渔民的复原力和适应能力。
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引用次数: 0
Spatiotemporal rainfall variability and its relationship to flash flood risk in Northeastern Sylhet Haor of Bangladesh 孟加拉国锡尔赫特哈尔东北部降雨时空变率及其与山洪风险的关系
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-18 DOI: 10.2166/wcc.2023.165
Nurunnaher Akter, Md. Rafiqul Islam, Md. Abdul Karim, Md. Giashuddin Miah, Md. Mizanur Rahman
Abstract The variability and distribution of rainfall are uniquely significant for climatic risk prediction. This study aims to assess spatiotemporal rainfall variability and flash flood intensity events in the Sylhet haor region of Bangladesh by analyzing rainfall data from April for the period 1995–2022. For this, we used both Climate Hazards Group InfraRed Precipitation with Station (CHIRPS) data and Bangladesh Meteorological Department (BMD) daily rainfall data. Rainfall patterns were studied using zonal statistics in ArcGIS and graphical illustration. The results revealed that the rainfall pattern was erratic and showed a range of spatiotemporal variability. If the average rainfall exceeds 250 mm in Meghalaya and Assam and 400 mm in Sylhet, severe flash floods may occur in the Sylhet haor region. An increase in pre-monsoon rainfall and its shift from May to April may increase the intensity of flash floods and consequently damage the rice crop. This finding might help flood management agencies to develop flood management strategies, prepare flood contingency plans, provide real-time and advanced warnings to strengthen flood warning and forecasting systems, and schedule seasonal agricultural activities.
降雨的变率和分布对气候风险预测具有独特的意义。本研究旨在通过分析1995-2022年孟加拉国Sylhet haor地区4月份的降雨数据,评估该地区降雨时空变化和山洪暴发强度事件。为此,我们使用了气候灾害组织红外降水站(CHIRPS)数据和孟加拉国气象部门(BMD)的日降雨量数据。利用ArcGIS中的分区统计和图形说明对降雨模式进行了研究。结果表明:降雨模式不稳定,具有一定的时空变异性。如果梅加拉亚邦和阿萨姆邦的平均降雨量超过250毫米,锡尔赫特的平均降雨量超过400毫米,锡尔赫特哈尔地区可能会发生严重的山洪暴发。季风前降雨的增加及其从5月到4月的转变可能会增加山洪暴发的强度,从而损害水稻作物。这一发现可能有助于洪水管理机构制定洪水管理战略,制定洪水应急计划,提供实时和提前预警,以加强洪水预警和预报系统,并安排季节性农业活动。
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引用次数: 0
Analysis of urban water dissipation characteristics considering anthropogenic impacts: a case study in Beijing 考虑人为影响的城市耗水特征分析——以北京市为例
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-17 DOI: 10.2166/wcc.2023.195
Chuang Liu, Jiahong Liu, Xiangyi Ding, Weiwei Shao, Xin Su
Abstract Urban water dissipation is a significant part of the urban hydrologic cycle and has a typical natural–social dualistic attribute. Besides natural evaporation, the water dissipation in people's daily life and production process cannot be ignored. This study developed an urban water dissipation model based on different land uses and applied it in urban-built areas in Beijing. The results showed that the water dissipation of buildings and green spaces occupied the dominant position, and the water dissipation intensity of each district exceeded 500 mm, among which the six core districts were 700–1,100 mm. Comparing the water dissipation contribution rate and area rate of each underlying surface, it showed that the water dissipation intensity from strong to weak was building, water surface, green spaces, and hardened ground. According to the dualistic analysis of urban water dissipation, the contribution rates of social water dissipation in the six core districts were 45.3–69.1%, which was higher than the 17.8–36.1% of other suburbs obviously. This study reflected that the higher the degree of regional urbanization, the greater the water dissipation intensity, and artificial water dissipation was the main influencing factor.
城市耗水是城市水文循环的重要组成部分,具有典型的自然-社会二元属性。除了自然蒸发外,人们日常生活和生产过程中的耗水也是不容忽视的。本文建立了基于不同土地利用方式的城市水资源耗散模型,并将其应用于北京市城市建成区。结果表明:建筑和绿地耗水占主导地位,各区耗水强度均超过500 mm,其中6个核心区的耗水强度为700 ~ 1100 mm;通过对各下垫面耗水贡献率和面积率的比较,可知各下垫面耗水强度由强到弱依次为建筑、水面、绿地、硬化地面。根据城市耗水的二元分析,6个核心区的社会耗水贡献率为45.3 ~ 69.1%,明显高于其他郊区的17.8 ~ 36.1%。研究反映区域城市化程度越高,耗水强度越大,人工耗水是主要影响因素。
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引用次数: 0
Depthwise evaluation of total dissolved solids and arsenic from a drilled borehole near River Ravi, Lahore, Pakistan 巴基斯坦拉合尔拉维河附近钻孔中总溶解固体和砷的深度评价
4区 环境科学与生态学 Q2 WATER RESOURCES Pub Date : 2023-10-11 DOI: 10.2166/wcc.2023.170
Habib Ur Rehman, Mujeeb Ur Rahman, Saeed Ahmed
Abstract Groundwater pollution is now a significant threat to the ecosystem. The untreated disposal of municipal and industrial wastes through drains into water bodies (rivers, lakes, and canals) is the primary source of contamination. The highly contaminated water harms individual health. In this study, total dissolved solids (TDS) and Arsenic (As) mobilization were explored depthwise from a drilled borehole at main Raiwind Road, Thokar Niaz Baig, near River Ravi, Lahore. The concentrations of TDS and As in the aquifer indicate that the top shallow aquifer bearing high salts occurred due to local inputs of waste effluents discharged into the River Ravi. In contrast, at deep shallow aquifers, enrichment of As with elevated pH results from the geochemical oxidative dissolution process. The results showed that natural and anthropogenic activities influence groundwater throughout the depth. The TDS and As concentrations were found above the World Health Organisation (WHO) guideline values at some depth intervals, which are harmful to human health.
摘要地下水污染是当前生态系统面临的重大威胁。未经处理的城市和工业废物通过排水沟进入水体(河流、湖泊和运河)是污染的主要来源。高度污染的水危害个人健康。在这项研究中,从拉合尔拉维河附近的Thokar Niaz Baig主要Raiwind路的一个钻孔中深入探索了总溶解固体(TDS)和砷(As)的动员。含水层中TDS和As的浓度表明,上层浅层含盐量高是由于排入拉维河的废水在当地输入所致。而在深浅层,砷的富集与pH的升高是地球化学氧化溶解作用的结果。结果表明,自然活动和人为活动对地下水的影响贯穿整个深度。TDS和As的浓度在一定深度间隔内超过了世界卫生组织(WHO)的指导值,对人体健康有害。
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引用次数: 0
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Journal of Water and Climate Change
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