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Developing a management and operation model for water and wastewater components using the equilibrium optimization algorithm 利用平衡优化算法开发水和废水组件的管理和运行模型
Pub Date : 2024-02-06 DOI: 10.2166/ws.2024.019
Selami Kiliç, Abdullah Ates, M. Firat, S. Yilmaz
A novel optimization model was developed using the equilibrium optimization algorithm to define the most appropriate management process according to the current state of urban water components in utilities. The basis of the optimization model is the current status analysis and management system, which consists of 11 main headings and 231 components. This model is applied for three utilities, and the results are presented in comparison with real-time data. Currently, the number of components with 0 or 1 score is 28, 19 and 69, respectively. The current average scores of the components in the utilities were obtained as 2.84, 3.43 and 2.48, respectively. Then, the improvement process of these components is optimized by the equilibrium optimization algorithm. The most appropriate targets were defined as 3.90, 4.15 and 3.71, respectively, with the optimization algorithm by considering the current scores in the utilities. The target scores for water supply, wastewater collection and treatment components are determined as 3.81, 4.05 and 3.84 for utility I; 4.03, 4.18 and 4.22 for utility II; and 3.51, 3.56 and 4.05 for utility III. The proposed model will be a reference for defining the most appropriate target and determining the management process.
利用均衡优化算法建立了一个新颖的优化模型,以根据公用事业中城市水部件的现状确定最合适的管理流程。优化模型的基础是现状分析和管理系统,该系统由 11 个大标题和 231 个组件组成。该模型适用于三家公用事业公司,其结果与实时数据进行了对比。目前,得分为 0 或 1 的组件数量分别为 28、19 和 69。公用事业中组件的当前平均得分分别为 2.84、3.43 和 2.48。然后,通过均衡优化算法对这些组件的改进过程进行优化。考虑到公用事业的当前得分,通过优化算法将最合适的目标分别定义为 3.90、4.15 和 3.71。供水、废水收集和处理部分的目标分数确定为:公用事业 I 为 3.81、4.05 和 3.84;公用事业 II 为 4.03、4.18 和 4.22;公用事业 III 为 3.51、3.56 和 4.05。建议的模型将为确定最合适的目标和管理过程提供参考。
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引用次数: 0
Discharge Formula Based on Brink Depth Over Sharp-Crested Weirs 基于尖顶堰堰底深度的排水量计算公式
Pub Date : 2024-02-06 DOI: 10.2166/ws.2024.021
N. Alomari, Moayad S. Khaleel, A. Mohammed, Inaam A. Juma
Weirs are among the most essential hydraulic structures for measuring water discharge in open channels. The prediction of water discharge over weirs should be as precise and straightforward measured as feasible. The experimental investigation of flow prediction over varied heights of a conventional rectangular sharp-crested weir was conducted in the present work. The investigation evaluated five ratios of weir height to length, P/b, of 0.33, 0.4, 0.47, 0.53, and 0.6, different water discharges, Q, of up to 17.25 L/s, and different bed slopes, S, between 0.001 and 0.01. The experiment's findings reveal that a change in the bed slope has no significant effect on the brink depth, hb, for a constant water discharge. However, it influences the head over the weir, h, which is usually measured upstream of the weir location and used to predict water discharge. A simple, accurate formula was developed for predicting water discharge over rectangular sharp-crested weirs depending on the brink depth with mean absolute percent error (MAPE) and root-mean-square error (RMSE) of 1.714% and 0.229, respectively. In addition to having a simple form, the developed formula performs well, is unaffected by the bed slope, and applies to a wide range of h/P values, from 0.158 to 0.945.
堰是测量明渠排水量最基本的水工建筑物之一。在可行的情况下,应尽可能精确和直接地测量堰上的排水量。本研究对传统矩形尖顶堰不同高度的流量预测进行了实验研究。调查评估了 0.33、0.4、0.47、0.53 和 0.6 五种堰高与堰长之比(P/b)、最高达 17.25 升/秒的不同排水量(Q)以及介于 0.001 和 0.01 之间的不同堰床坡度(S)。实验结果表明,在排水量不变的情况下,河床坡度的变化对边缘深度 hb 没有明显影响。然而,它却会影响堰上水头 h,而堰上水头通常是在堰址上游测量的,并用于预测排水量。针对矩形尖顶堰的出水量,我们开发了一个简单、精确的预测公式,该公式取决于堰顶深度,其平均绝对百分误差 (MAPE) 和均方根误差 (RMSE) 分别为 1.714% 和 0.229。所开发的公式不仅形式简单,而且性能良好,不受河床坡度的影响,适用于从 0.158 到 0.945 的各种 h/P 值。
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引用次数: 0
Spatio-temporal patterns of groundwater level changes in southwestern Indian Punjab 印度旁遮普邦西南部地下水位变化的时空模式
Pub Date : 2024-02-06 DOI: 10.2166/ws.2024.020
Arvind Dhaloiya, J. P. Singh
The study aimed to assess the dynamic behavior of groundwater levels (GWLs) in the southwestern districts (SWDs) of Indian Punjab, focusing on the spatial and temporal distribution of waterlogged and overexploited areas before and after the monsoon seasons. The research examined GWL data spanning 48 years (1973–2020) and a geographical information system was employed to map the GWL in the region to visualize GWL fluctuations throughout the study area. The findings revealed significant variations in GWL within Punjab's SWDs during different seasons. The maximum waterlogged area was found to be 97,350, 56,080, 21,730, 52,790, 6,760, and 2,910 ha during 1973 (Faridkot), 1981 (Ferozepur), 1991, 2000, 2010 (Sri Muktsar Sahib), and 2020 (Fazilka), respectively. However, the waterlogged and potential waterlogging area is being observed in the Fazilka district covering about one-third (32.52%) of the total area during 2020. The study identified that 45% of the study area faced the risk of overexploitation, 46% was considered safe, and 9% was either waterlogged or at risk of waterlogging. Over 48 years, the study demonstrated the dynamic nature of waterlogged and potentially waterlogged areas in the SWD of Punjab, including Ferozepur to Fazilka via Faridkot and Sri Muktsar Sahib districts.
该研究旨在评估印度旁遮普邦西南部地区(SWDs)地下水位(GWLs)的动态行为,重点关注季风季节前后内涝和过度开采地区的时空分布。研究考察了跨越 48 年(1973-2020 年)的全球降水量数据,并采用地理信息系统绘制了该地区的全球降水量地图,以直观显示整个研究区域的全球降水量波动情况。研究结果表明,不同季节旁遮普西南干旱区的全球降水量变化很大。1973 年(法里德科特)、1981 年(费罗泽布尔)、1991 年、2000 年、2010 年(斯里穆克扎尔萨希布)和 2020 年(法齐尔卡)的最大内涝面积分别为 97,350 公顷、56,080 公顷、21,730 公顷、52,790 公顷、6,760 公顷和 2,910 公顷。然而,法济尔卡地区的内涝和潜在内涝面积在 2020 年期间约占总面积的三分之一(32.52%)。研究发现,45% 的研究区域面临过度开发的风险,46% 的区域被认为是安全的,9% 的区域处于内涝或有内涝风险。在 48 年的时间里,该研究显示了旁遮普西南干旱区(包括费罗泽布尔经法里德科特和斯里穆克扎尔萨希布地区到法齐尔卡)内涝和潜在内涝地区的动态性质。
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引用次数: 0
Developing a management and operation model for water and wastewater components using the equilibrium optimization algorithm 利用平衡优化算法开发水和废水组件的管理和运行模型
Pub Date : 2024-02-06 DOI: 10.2166/ws.2024.019
Selami Kiliç, Abdullah Ates, M. Firat, S. Yilmaz
A novel optimization model was developed using the equilibrium optimization algorithm to define the most appropriate management process according to the current state of urban water components in utilities. The basis of the optimization model is the current status analysis and management system, which consists of 11 main headings and 231 components. This model is applied for three utilities, and the results are presented in comparison with real-time data. Currently, the number of components with 0 or 1 score is 28, 19 and 69, respectively. The current average scores of the components in the utilities were obtained as 2.84, 3.43 and 2.48, respectively. Then, the improvement process of these components is optimized by the equilibrium optimization algorithm. The most appropriate targets were defined as 3.90, 4.15 and 3.71, respectively, with the optimization algorithm by considering the current scores in the utilities. The target scores for water supply, wastewater collection and treatment components are determined as 3.81, 4.05 and 3.84 for utility I; 4.03, 4.18 and 4.22 for utility II; and 3.51, 3.56 and 4.05 for utility III. The proposed model will be a reference for defining the most appropriate target and determining the management process.
利用均衡优化算法建立了一个新颖的优化模型,以根据公用事业中城市水部件的现状确定最合适的管理流程。优化模型的基础是现状分析和管理系统,该系统由 11 个大标题和 231 个组件组成。该模型适用于三家公用事业公司,其结果与实时数据进行了对比。目前,得分为 0 或 1 的组件数量分别为 28、19 和 69。公用事业中组件的当前平均得分分别为 2.84、3.43 和 2.48。然后,通过均衡优化算法对这些组件的改进过程进行优化。考虑到公用事业的当前得分,通过优化算法将最合适的目标分别定义为 3.90、4.15 和 3.71。供水、废水收集和处理部分的目标分数确定为:公用事业 I 为 3.81、4.05 和 3.84;公用事业 II 为 4.03、4.18 和 4.22;公用事业 III 为 3.51、3.56 和 4.05。建议的模型将为确定最合适的目标和管理过程提供参考。
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引用次数: 0
Spatio-temporal patterns of groundwater level changes in southwestern Indian Punjab 印度旁遮普邦西南部地下水位变化的时空模式
Pub Date : 2024-02-06 DOI: 10.2166/ws.2024.020
Arvind Dhaloiya, J. P. Singh
The study aimed to assess the dynamic behavior of groundwater levels (GWLs) in the southwestern districts (SWDs) of Indian Punjab, focusing on the spatial and temporal distribution of waterlogged and overexploited areas before and after the monsoon seasons. The research examined GWL data spanning 48 years (1973–2020) and a geographical information system was employed to map the GWL in the region to visualize GWL fluctuations throughout the study area. The findings revealed significant variations in GWL within Punjab's SWDs during different seasons. The maximum waterlogged area was found to be 97,350, 56,080, 21,730, 52,790, 6,760, and 2,910 ha during 1973 (Faridkot), 1981 (Ferozepur), 1991, 2000, 2010 (Sri Muktsar Sahib), and 2020 (Fazilka), respectively. However, the waterlogged and potential waterlogging area is being observed in the Fazilka district covering about one-third (32.52%) of the total area during 2020. The study identified that 45% of the study area faced the risk of overexploitation, 46% was considered safe, and 9% was either waterlogged or at risk of waterlogging. Over 48 years, the study demonstrated the dynamic nature of waterlogged and potentially waterlogged areas in the SWD of Punjab, including Ferozepur to Fazilka via Faridkot and Sri Muktsar Sahib districts.
该研究旨在评估印度旁遮普邦西南部地区(SWDs)地下水位(GWLs)的动态行为,重点关注季风季节前后内涝和过度开采地区的时空分布。研究考察了跨越 48 年(1973-2020 年)的全球降水量数据,并采用地理信息系统绘制了该地区的全球降水量地图,以直观显示整个研究区域的全球降水量波动情况。研究结果表明,不同季节旁遮普西南干旱区的全球降水量变化很大。1973 年(法里德科特)、1981 年(费罗泽布尔)、1991 年、2000 年、2010 年(斯里穆克扎尔萨希布)和 2020 年(法齐尔卡)的最大内涝面积分别为 97,350 公顷、56,080 公顷、21,730 公顷、52,790 公顷、6,760 公顷和 2,910 公顷。然而,法济尔卡地区的内涝和潜在内涝面积在 2020 年期间约占总面积的三分之一(32.52%)。研究发现,45% 的研究区域面临过度开发的风险,46% 的区域被认为是安全的,9% 的区域处于内涝或有内涝风险。在 48 年的时间里,该研究显示了旁遮普西南干旱区(包括费罗泽布尔至法济尔卡,途经法里科特和斯里穆克扎尔萨希布县)内涝和潜在内涝地区的动态性质。
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引用次数: 0
Discharge Formula Based on Brink Depth Over Sharp-Crested Weirs 基于尖顶堰堰底深度的排水量计算公式
Pub Date : 2024-02-06 DOI: 10.2166/ws.2024.021
N. Alomari, Moayad S. Khaleel, A. Mohammed, Inaam A. Juma
Weirs are among the most essential hydraulic structures for measuring water discharge in open channels. The prediction of water discharge over weirs should be as precise and straightforward measured as feasible. The experimental investigation of flow prediction over varied heights of a conventional rectangular sharp-crested weir was conducted in the present work. The investigation evaluated five ratios of weir height to length, P/b, of 0.33, 0.4, 0.47, 0.53, and 0.6, different water discharges, Q, of up to 17.25 L/s, and different bed slopes, S, between 0.001 and 0.01. The experiment's findings reveal that a change in the bed slope has no significant effect on the brink depth, hb, for a constant water discharge. However, it influences the head over the weir, h, which is usually measured upstream of the weir location and used to predict water discharge. A simple, accurate formula was developed for predicting water discharge over rectangular sharp-crested weirs depending on the brink depth with mean absolute percent error (MAPE) and root-mean-square error (RMSE) of 1.714% and 0.229, respectively. In addition to having a simple form, the developed formula performs well, is unaffected by the bed slope, and applies to a wide range of h/P values, from 0.158 to 0.945.
堰是测量明渠排水量最基本的水工建筑物之一。在可行的情况下,应尽可能精确和直接地测量堰上的排水量。本研究对传统矩形尖顶堰不同高度的流量预测进行了实验研究。调查评估了 0.33、0.4、0.47、0.53 和 0.6 五种堰高与堰长之比(P/b)、最高达 17.25 升/秒的不同排水量(Q)以及介于 0.001 和 0.01 之间的不同堰床坡度(S)。实验结果表明,在排水量不变的情况下,河床坡度的变化对边缘深度 hb 没有明显影响。然而,它却会影响堰上水头 h,而堰上水头通常是在堰址上游测量的,并用于预测排水量。针对矩形尖顶堰的出水量,我们开发了一个简单、精确的预测公式,该公式取决于堰顶深度,其平均绝对百分误差 (MAPE) 和均方根误差 (RMSE) 分别为 1.714% 和 0.229。所开发的公式不仅形式简单,而且性能良好,不受河床坡度的影响,适用于从 0.158 到 0.945 的各种 h/P 值。
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引用次数: 0
The role of Kampar watershed in achieving sufficient rice production and sustaining agriculture 贡榜流域在实现水稻丰产和农业可持续发展方面的作用
Pub Date : 2024-02-02 DOI: 10.2166/ws.2024.016
Prima Wahyu Titisari, Elfis Elfis, I. S. Zen, I. Chahyana, T. Permatasari, A. Maryanti, F. Dalilla
Agriculture is the largest global water consumer, making it crucial to understand its impact on watersheds. This study, conducted in 2023, examines the Kampar watershed in the Riau province, covering Kampar and Pelalawan regencies. It assesses the watershed's suitability for meeting agricultural water needs, particularly for rice cultivation. The study utilizes quantitative methods, applying the Penman–Monteith technique and benefit transfer analysis to measure the water footprint of agriculture. Key indicators include blue water, green water, and gray water footprint. The water footprint in the Kampar watershed is 173.84 m3/ton, with rice cultivation in the Kampar regency having 57.96 m3/ton blue, 32.19 m3/ton green, and 14.52 m3/ton gray water footprints. In the Pelalawan regency, the values were 41.09 m3/ton blue, 25.59 m3/ton green, and 2.49 m3/ton gray water footprints. The findings suggest a significant need for ample water usage from surface and groundwater in both Kampar and Pelalawan regencies for rice cultivation. Regarding the water availability in each district: Kampar regency has 1,063,281,652 m3/year and Pelalawan regency has 987,542,991 m3/year. This surplus in the Kampar watershed ensures sufficient water for rice cultivation in both districts, especially in the Kampar regency. This holds promising further agricultural development in the Riau province.
农业是全球最大的用水户,因此了解农业对流域的影响至关重要。这项研究于 2023 年进行,考察了廖内省的甘帕流域,包括甘帕和佩拉拉万县。研究评估了该流域是否适合满足农业用水需求,尤其是水稻种植的用水需求。研究采用定量方法,运用彭曼-蒙蒂斯技术和效益转移分析来衡量农业用水足迹。主要指标包括蓝水足迹、绿水足迹和灰水足迹。贡榜流域的水足迹为 173.84 立方米/吨,其中贡榜县水稻种植的蓝水足迹为 57.96 立方米/吨,绿水足迹为 32.19 立方米/吨,灰水足迹为 14.52 立方米/吨。在 Pelalawan 地区,蓝色水足迹为 41.09 立方米/吨,绿色水足迹为 25.59 立方米/吨,灰色水足迹为 2.49 立方米/吨。研究结果表明,贡榜县和佩拉拉万县的水稻种植都需要大量使用地表水和地下水。关于各地区的可用水量:贡榜县的水量为 1,063,281,652 立方米/年,佩拉拉万县的水量为 987,542,991 立方米/年。贡帕流域的剩余水量确保了这两个地区(尤其是贡帕县)有足够的水用于水稻种植。这为廖内省农业的进一步发展带来了希望。
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引用次数: 0
The role of Kampar watershed in achieving sufficient rice production and sustaining agriculture 贡榜流域在实现水稻丰产和农业可持续发展方面的作用
Pub Date : 2024-02-02 DOI: 10.2166/ws.2024.016
Prima Wahyu Titisari, Elfis Elfis, I. S. Zen, I. Chahyana, T. Permatasari, A. Maryanti, F. Dalilla
Agriculture is the largest global water consumer, making it crucial to understand its impact on watersheds. This study, conducted in 2023, examines the Kampar watershed in the Riau province, covering Kampar and Pelalawan regencies. It assesses the watershed's suitability for meeting agricultural water needs, particularly for rice cultivation. The study utilizes quantitative methods, applying the Penman–Monteith technique and benefit transfer analysis to measure the water footprint of agriculture. Key indicators include blue water, green water, and gray water footprint. The water footprint in the Kampar watershed is 173.84 m3/ton, with rice cultivation in the Kampar regency having 57.96 m3/ton blue, 32.19 m3/ton green, and 14.52 m3/ton gray water footprints. In the Pelalawan regency, the values were 41.09 m3/ton blue, 25.59 m3/ton green, and 2.49 m3/ton gray water footprints. The findings suggest a significant need for ample water usage from surface and groundwater in both Kampar and Pelalawan regencies for rice cultivation. Regarding the water availability in each district: Kampar regency has 1,063,281,652 m3/year and Pelalawan regency has 987,542,991 m3/year. This surplus in the Kampar watershed ensures sufficient water for rice cultivation in both districts, especially in the Kampar regency. This holds promising further agricultural development in the Riau province.
农业是全球最大的用水户,因此了解农业对流域的影响至关重要。这项研究于 2023 年进行,考察了廖内省的甘帕流域,包括甘帕和佩拉拉万县。研究评估了该流域是否适合满足农业用水需求,尤其是水稻种植的用水需求。研究采用定量方法,运用彭曼-蒙蒂斯技术和效益转移分析来衡量农业用水足迹。主要指标包括蓝水足迹、绿水足迹和灰水足迹。贡榜流域的水足迹为 173.84 立方米/吨,其中贡榜县水稻种植的蓝水足迹为 57.96 立方米/吨,绿水足迹为 32.19 立方米/吨,灰水足迹为 14.52 立方米/吨。在 Pelalawan 地区,蓝色水足迹为 41.09 立方米/吨,绿色水足迹为 25.59 立方米/吨,灰色水足迹为 2.49 立方米/吨。研究结果表明,贡榜县和佩拉拉万县的水稻种植都需要大量使用地表水和地下水。关于各地区的可用水量:贡榜县的水量为 1,063,281,652 立方米/年,佩拉拉万县的水量为 987,542,991 立方米/年。贡帕流域的剩余水量确保了这两个地区(尤其是贡帕县)有足够的水用于水稻种植。这为廖内省农业的进一步发展带来了希望。
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引用次数: 0
Investigating the changing pattern of groundwater levels and rainfall in the peninsular region of Bhagalpur and Khagaria, Bihar 调查比哈尔邦 Bhagalpur 和 Khagaria 半岛地区地下水位和降雨量的变化规律
Pub Date : 2024-01-25 DOI: 10.2166/ws.2024.010
Abhishek Kumar Choudhary, Vivekanand Singh
Groundwater is the primary source of water for domestic and irrigation purposes in the peninsular region of the Bhagalpur and Khagaria districts of Bihar. Though this region is bounded by perennial rivers on three sides, the groundwater level is decreasing day by day because of over exploitation and misuse. In this study, spatial and temporal analyses of rainfall and groundwater levels for pre- and post-monsoon seasons from 1996 to 2020 have been carried out using GIS tools, graphical plots, and statistical methods of pattern recognition. The spatial analysis of rainfall shows less rainfall in the western region of the study area, whereas it shows heavy rainfall in the region near the Vikramshila Bridge. The temporal analysis of rainfall shows decreasing trend in the whole study area and the rate of decrease was 25.05 mm/year during 1996–2020. The results of the pre-monsoon groundwater levels analysis show decreasing trend in the majority of wells, and the rate of decrease varies from 0.005 to 0.102 m/year. By contrast, the post-monsoon groundwater levels showed an increasing trend varying from 0.005 to 0.083 m/year at wells located near the river Ganga, except at Maheshkhunt. Thus, there is a need for proper groundwater management for a sustainable future.
地下水是比哈尔邦巴加尔布尔和卡加里亚地区半岛地区生活和灌溉用水的主要来源。虽然该地区三面环水,但由于过度开采和滥用,地下水位日益下降。本研究使用地理信息系统(GIS)工具、图表和模式识别统计方法,对 1996 年至 2020 年季风前后的降雨量和地下水位进行了时空分析。降雨量的空间分析表明,研究区西部地区降雨量较少,而维克拉姆希拉大桥附近地区降雨量较大。降雨量的时间分析表明,整个研究区域的降雨量呈下降趋势,1996-2020 年期间的降雨量降幅为 25.05 毫米/年。季风前地下水位分析结果显示,大部分水井的地下水位呈下降趋势,下降率在 0.005 至 0.102 米/年之间。相比之下,除 Maheshkhunt 外,位于甘加河附近的水井的季风后地下水位呈上升趋势,上升幅度在 0.005 至 0.083 米/年之间。因此,为了未来的可持续发展,有必要对地下水进行适当管理。
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引用次数: 0
Implications of climate change on water quality and sanitation in climate hotspot locations: a case study in Indonesia 气候变化对气候热点地区水质和卫生设施的影响:印度尼西亚案例研究
Pub Date : 2024-01-24 DOI: 10.2166/ws.2024.008
Tonni Agustiono Kurniawan, Erick R. Bandala, Mohd Hafiz Dzarfan Othman, Huihwang Goh, A. Anouzla, K. Chew, Faissal Aziz, Hussein Al-Hazmi, Aulia Nisa'ul Khoir
Southeast Asia is vulnerable to climate change with over half of its population already being impacted by drought, flooding, rise in sea levels recently. This work reviews the current water resource challenges in Indonesia, prone to the rising impacts of climate change. A baseline assessment of Indonesia's water and drinking water resources related to its original sources is presented. In response to a growing concern over chronic challenges that undermine water supply nationwide, this study analyses drinking water safety supervision. To accomplish this, a literature survey (100 studies published during the 2000–2023 period) was performed to identify regional groundwater resources sustainability and water security issues. Among the main findings of this study, only 10% of rainfall infiltrates to the groundwater, while 70% of its rivers are heavily polluted by domestic waste. During the study period, water availability decreased to 1,200 m3/year in 2020, with only 35% of the resources being economically feasible for reuse. The water supply deficit in Indonesia was estimated to be 5.5 hm3/year with roughly 67% of the population's water demand satisfied in 2021. Although this deficit might be fulfilled with private vendors, water supply/demand forecasts in 2030 suggest that the gap could not be closed by increasing water supply.
东南亚很容易受到气候变化的影响,其一半以上的人口最近已经受到干旱、洪水和海平面上升的影响。本报告回顾了印度尼西亚目前面临的水资源挑战,这些挑战很容易受到气候变化日益加剧的影响。本文介绍了印尼与原始水源相关的水资源和饮用水资源基线评估。为回应人们对破坏全国供水的长期挑战的日益关注,本研究对饮用水安全监管进行了分析。为此,我们进行了一项文献调查(2000-2023 年间发表的 100 篇研究报告),以确定地区地下水资源的可持续性和水安全问题。本研究的主要发现包括:只有 10% 的降雨渗入地下水,而 70% 的河流受到生活垃圾的严重污染。在研究期间,2020 年的可用水量下降到每年 1200 立方米,只有 35% 的资源在经济上可以再利用。据估计,印度尼西亚的供水缺口为 5.5 立方米/年,到 2021 年将满足约 67% 的人口用水需求。虽然这一缺口可以通过私人供应商来弥补,但 2030 年的供水/需求预测表明,这一缺口无法通过增加供水来弥补。
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引用次数: 0
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Water Supply
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