water demand

水需求
  • 文章类型: Journal Article
    爆炸的人口,工业化,水污染的增加导致淡水供应急剧减少。许多国家已经开始探索城市废水作为一种新的潜在水源,以在人类水循环管理中实现从线性到循环的范式转变。本研究旨在开发一个水和废水综合管理决策支持系统(DSS_IWWM),针对以回用为重点的选择适当的废水处理技术,以及在再生水需求识别方面围绕STP的本地化规划,估计,分配,可持续的定价。开发的DSS_IWWM包括14个重用目的的存储库,再利用质量标准,和360种组合的25种污水处理技术(WWTT)。它对当地资源情景敏感,并采用以社会经济和技术为重点的方法来解决社区和投资机构的利益。要验证DSS_IWWM的应用,首先使用来自北方邦(印度)-勒克瑙的三个城市的数据进行测试,Prayagraj,和阿格拉-然后延伸到九个印度城市,具有不同的流入质量特征,资源投入,现有的STP技术,以及相同的目标质量和决策标准优先级,提供在不同情况下获得的适当WWTT和相关平均价格的比较。结论是进水质量,现有技术,目标质量标准在选择合适的污水处理厂中起着重要作用。UASB和ASP等传统技术需要用高性能的WWTT来增强和补充,如BIOFOR-F与(C+F+RSF)和SBT+WP,以获得所需的出水水质。基于AOP的高性能高级氧化工艺系统,如A2O、SBR,和BIOFOR-F需要平均成本相对较低的WWTT(如SBT和OP)。开发的DSS_IWWM可能被证明对政策制定者非常有用和有益,政府官员,工程师,和科学界,因为它将促进合理决策,以便在以再利用为重点的废水处理中进行有效的投资规划,以实现可持续水资源管理中的循环经济。
    Exploding population, industrialization, and an increase in water pollution has led to acute shrinkage in freshwater availability. Numerous countries have started exploring municipal wastewater as a new potential source of water to bring a paradigm shift from linearity to obtaining circularity in human water cycle management. This study aims to develop a decision support system for integrated water and wastewater management (DSS_IWWM), targeted towards reuse-focused selection of appropriate wastewater treatment technology, and localized planning around STPs in terms of reclaimed water demand identification, estimation, allocation, and sustainable pricing. The developed DSS_IWWM comprises of a repository of fourteen reuse purposes, reuse quality criteria, and 25 wastewater treatment technologies (WWTTs) in 360 combinations. It is sensitive to local resource scenarios and applies a socioeconomic and technology-focused methodology for addressing the interests of the community and investing agencies and viably. To validate the application of the DSS_IWWM, it is first tested with data from three cities in the state of Uttar Pradesh (India)-Lucknow, Prayagraj, and Agra-and then extended to nine more Indian cities with varying influent quality characteristics, resource inputs, existing STP technologies, and same target quality and decision criteria prioritization, to present a comparison of appropriate WWTTs and associated average prices obtained in different scenarios. It is concluded that influent quality, existing technology, and target quality criteria play significant role in selection of appropriate WWTTs. The traditional technologies such as UASB and ASP are required to be augmented and supplemented with high-performing WWTTs, such as BIOFOR-F with (C + F + RSF) and SBT + WP to obtain desired effluent quality. High-performing advanced oxidation process (AOP)-based systems such as A2O, SBR, and BIOFOR-F require WWTTs with relatively lower average costs (such as SBT and OP). The developed DSS_IWWM may prove to be very useful and beneficial for policymakers, government officials, engineers, and scientific community as it will facilitate rational decision-making for efficient investment planning in reuse focused wastewater treatment towards achieving circular economy in sustainable water resource management.
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  • 文章类型: Journal Article
    本研究提出了一种混合方法,通过整合社会经济变量来准确预测需水量,如人口和国内生产总值(人均),随着气候变量,包括温度和降水。预测模型利用极限学习机(ELM),有效地捕捉输入变量与需水量之间的动态关系。采用改进的蚂蚁嵌套算法对权重和偏差进行微调,以优化网络性能。为了评估模型的预测准确性,由社会经济和气候因素组成的综合数据集用于培训和测试目的。性能指标,即均方根误差(RMSE)和相关系数(R2),被用作评估标准。结果表明,混合方法实现了准确的供水预测,展示其潜力,为有效的水资源管理和决策过程做出重大贡献。根据结果,IANA-ELM由于其高R2值而被认为是最佳模型。具体来说,在训练数据中,人口的R2值为0.693,人均国内生产总值0.624,温度为0.607,降雨量为0.708。同样,在测试数据中,人口的R2值为0.672,人均国内生产总值0.608,温度0.592,降雨量为0.708。这种综合方法为决策者提供了一个强有力的工具,水务公司,和水管理领域的研究人员,使他们能够根据对水需求的准确预测做出明智的决策。
    This study proposes a hybrid approach for accurately predicting water demand by integrating socio-economic variables, such as population and GDP (per capita), with climatic variables, including temperature and precipitation. The prediction model utilizes an Extreme Learning Machine (ELM), effectively capturing the dynamic relationships between the input variables and water demand. The Improved Ant Nesting Algorithm is employed to fine-tune the weights and biases to optimize the network\'s performance. To evaluate the predictive accuracy of the model, a comprehensive dataset consisting of socio-economic and climatic factors is utilized for training and testing purposes. Performance metrics, namely Root Mean Square Error (RMSE) and Correlation Coefficients (R2), are employed as evaluation criteria. The results demonstrate that the hybrid approach achieves accurate water supply predictions, showcasing its potential to contribute significantly to effective water resource management and decision-making processes. Based on the results, IANA-ELM is considered the best model due to its high R2 values. Specifically, in the training data, the R2 values are 0.693 for population, 0.624 for GDP per capita, 0.607 for temperature, and 0.708 for rainfall. Similarly, in the test data, the R2 values are 0.672 for population, 0.608 for GDP per capita, 0.592 for temperature, and 0.708 for rainfall. This integrated approach provides a robust tool for policymakers, water utility companies, and researchers in the field of water managements, enabling them to make informed decisions based on accurate predictions of water demand.
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  • 文章类型: Journal Article
    本研究采用地理信息系统(GIS)工具和空间数据来评估阿尔及利亚西南NaamaWilaya牲畜浇水的水资源可用性。研究采用两阶段方法,从创建涵盖牲畜用水需求的七个专题地图开始,靠近水源,来自钻孔的水量,山坡水库,Wells,和弹簧,降水,和土地利用/土地覆盖(LULC)。随后,利用层次分析法(AHP)来确定Wilaya内牲畜浇水的合适区域。除了建立水资源基准以促进最佳和可持续的牲畜管理的主要目标之外,这项研究还旨在评估合适的牲畜地点,并对放牧水资源进行全面评估。调查结果表明,由于水资源有限,该地区大部分地区不适合放牧,大约2.43%是“高度合适”(S1),13.42%“适度适合”(S2),其余84.15%被归类为“勉强合适”(S3),“暂时不适合”(N1),或“永久不适合”(N2)。这些结果强调了GIS和空间分析在自然资源管理中的重要性,并强调需要进一步研究以完善方法。这项研究中产生的数据对于研究人员和水利益相关者在这个敏感区域做出明智的决策将是非常宝贵的。
    This study employs Geographic Information Systems (GIS) tools and spatial data to evaluate water resource availability for livestock watering in Algeria\'s southwestern Wilaya of Naama. The research adopts a two-stage approach, starting with the creation of seven thematic maps encompassing livestock water needs, proximity to water sources, water quantities from boreholes, hillside reservoirs, wells, and springs, precipitation, and land use/land cover (LULC). Subsequently, an Analytic Hierarchy Process (AHP) is utilized to identify suitable areas within the Wilaya for livestock watering. Beyond its primary objective of establishing a benchmark for water resources to facilitate optimal and sustainable livestock management, this study also aims to assess suitable sites for livestock and provide a comprehensive evaluation of water resources for grazing. The findings reveal that the majority of the area is unsuitable for grazing due to limited water resources, with approximately 2.43% being \"highly suitable\" (S1), 13.42% \"moderately suitable\" (S2), and the remaining 84.15% categorized as \"marginally suitable\" (S3), \"temporarily unsuitable\" (N1), or \"permanently unsuitable\" (N2). These results underscore the significance of GIS and spatial analysis in natural resource management and emphasize the need for further research to refine the methodology. The data generated in this study will be invaluable to researchers and water stakeholders for informed decision-making in this sensitive zone.
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  • 文章类型: Journal Article
    由于人们认为水资源短缺,在撒哈拉以南非洲农村地区通过家庭规模的厌氧消化提供沼气的潜力有限。最常见的底物是用水1:1稀释的动物粪便。两种实验方法测试了减少水需求的潜力。第一个实验比较了总固体量为3.5-10.6%的四种牛粪稀释液的化学需氧量(COD)和挥发性固体去除率。在第二个实验中,将生物浆液滤液以不同浓度再循环回到新鲜底物中。通过将等体积的粪便与滤液混合(平均总固体为7.4%),可获得28.3%的最高COD去除率,而最高的甲烷产率为0.40g/L/天,根据COD平衡计算,从未稀释的牛粪(总固体10.6%)获得。结果表明,水需求有可能减少75-100%。
    The potential for biogas provision through household-scale anaerobic digestion in rural sub-Saharan Africa is limited due to perceived water shortages. The most common substrate is animal dung diluted 1:1 with water. Two experimental methods tested the potential of reducing water demand. The first experiment compared the chemical oxygen demand (COD) and volatile solid removal of four cow dung dilutions ranging from 3.5-10.6% total solids. In the second experiment, bioslurry filtrate was recirculated back into the fresh substrate at different concentrations. The highest COD removal rate of 28.3% was obtained from mixing equal volumes of dung with filtrate (mean total solids 7.4%) while the highest methane production rate of 0.40 g/L/day, calculated from COD balance, was obtained from undiluted cow dung (total solids 10.6%). Results suggest the potential for a 75-100% reduction in water demand.
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  • 文章类型: Journal Article
    本文评估了可持续农业管理解决方案在农场一级的有效性,以减轻巴西农业前沿之一-格兰德河流域的水安全威胁。本文探讨了流域水安全面临的未来挑战,并探讨了如何在农场一级有效解决方法,以减轻流域规模当前和未来的水安全威胁。基于对多个驱动因素的评估,由于气候变化,预计2040年该地区未来的水安全威胁更高,土地利用变化和相应的用水变化。论文发现福尔摩沙里约普雷托地区,目前水不安全,到2040年,可能会变成水安全热点地区。水安全有效响应指数(ERI-WS),基于对农场规模影响的定性评估,用于评估当前可持续管理实践在应对水安全挑战方面的有效性。ERI-WS的水安全维度方法表明,超过50%的站点拥有可以对“饮用水和人类福祉”产生积极影响的技术,“经济活动与发展”,“生态系统”和“弹性”维度。论文发现,66%的农场有有效的土壤,土地,和水管理解决方案(ERI-WS>0.5),以解决当前和未来的水安全问题。这些解决方案的范围从可持续的放牧土地管理到综合植物营养管理,再到提高土壤生产力。然而,15%的农场位于圣德西德里奥市的脆弱地区,Barreiras和Catolándia的有效性较低。结果还表明,36%的网站,分布在8个城市,采用基于自然的解决方案来减轻水安全威胁,主要与下游地区的水质状况有关,表明这些做法在该地区的相关性。
    This paper evaluates the effectiveness of sustainable agricultural management solutions at a farm level to mitigate water security threats in one of Brazil\'s agricultural frontiers - the Grande River basin. The paper addresses future challenges to water security in the river basin and explores how effective solutions are at a farm level to mitigate current and future water security threats at a basin scale. Based on the assessment of multiple drivers, higher future water security threats in the region are predicted in 2040 due to climate change, land use modification and corresponding changes in water use. The paper finds that the Formosa do Rio Preto region, which is not currently water-insecure, may turn into a water security hotspot area by 2040. The effective response index for water security (ERI-WS), based on the qualitative assessment of the impact at the farm scale, is used to evaluate the effectiveness of current sustainable management practices in addressing water security challenges. The water security dimensions approach of the ERI-WS shows that >50 % of the sites have technologies that can have positive impacts on the \"Drinking water and human well-being\", \"Economic activities and development\", \"Ecosystem\" and the \"Resilience\" dimensions. The paper finds that 66 % of the farms have efficient soil, land, and water management solutions (ERI-WS > 0.5) to address current and future water security issues. These solutions range from sustainable grazing land management to integrated plant nutrition management to enhanced soil productivity. However, 15 % of the farms located in vulnerable areas of the municipalities of São Desidério, Barreiras and Catolândia have lower effectiveness. Results also indicate that 36 % of the sites, distributed in 8 municipalities, employ nature-based solutions to mitigate water security threats, mainly those related to water quality conditions in downstream areas, indicating the relevance of these practices in the region.
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  • 文章类型: Journal Article
    水规划和管理对于所有计算部门的水使用至关重要,以根据埃塞俄比亚上Bilate流域的可持续需求,最大限度地利用稀缺和分配的水。地表水的短缺,尤其是在干燥的月份,已成为Bilate河上游上游和下游用水户之间的主要争论点。因此,这项研究的主要目标是评估地表水资源,并为流域的一系列需求确定最佳分布。2010-2019年期间的历史气候和河流流量每日数据已用于分析。水文工程中心水文建模系统-具有水文工程中心水文建模系统的地理空间水文建模扩展用于降雨径流分析。模型输出进一步表示流域的年度总地表水为502MCM。估计的年度环境需求为75.32MCM,是流域年平均可用流量的15%。目前的年度灌溉,牲畜,国内用水需求估计为19.34MCM,12.39MCM,和79.4MCM,分别。净水量为19.25MCM,79.28MCM,和12.36MCM用于灌溉,domestic,和牲畜需求,分别,在参考场景中。在当前可用的(参考)场景中,99.8%的供水需求已经满足,然而,只有0.2%的用水要求没有得到满足。年平均需水量111.13MCM在当前情景下增长到176.08MCM时的未来增长情景。相比之下,对于未来的灌溉发展和人口预测情景,69.8%的供求关系变得熟悉,2035年,30.2%的用水需求仍未满足。因此,为了实现生产用水的良好可用性,并建议以最佳方式分配水,建议在流域上游建造水工建筑物(大坝)。
    Water planning and management is very crucial for all computing sectors for water uses to maximize the scarce and allocated water uses based on their demands sustainably in Ethiopia\'s upper Bilate watershed. The shortage of surface water, especially during dry months, has become a major point of contention between upstream and downstream water users in the upper Bilate River. Therefore, the key objectives of the study are to evaluate the surface water resources and determine the best distribution for a range of requirements in the watershed. The historical climatic and stream flow daily data for the period of 2010-2019 have been used for the analysis. Hydrologic Engineering Center Hydrologic Modeling System-Geospatial Hydrologic Modeling Extension with the Hydrologic Engineering Center Hydrologic Modeling System was used for rainfall-runoff analysis. The model output further represents that the yearly overall surface water of the watershed is 502 MC M. Estimated annual environmental requirement is 75.32MCM which is 15% of the average annual available flow in watershed. Current annual irrigation, livestock, and domestic water demand were estimated to be 19.34 MC M, 12.39 MC M, and 79.4 MC M, respectively. The net amount of water delivered was 19.25 MC M, 79.28 MC M, and 12.36 MC M for irrigation, domestic, and Livestock demands, respectively, in the reference scenario. In the currently available (reference) scenario, 99.8% of the water supply need had been fulfilled, yet only 0.2% of the requirements for water were unmet. Average annual water demand of 111.13 MC M in the current scenario growth to 176.08 MC M when the future growth scenario. In contrast, for the future irrigation development and population projections scenario, 69.8% of the supply-demand became acquainted, and 30.2% of the demand for water remained unfulfilled in 2035. Therefore, to realize good water availability for productive use and allocate water optimal manner constructing a hydraulic structure (dam) upstream of the watershed was recommended.
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  • 文章类型: Journal Article
    本文考虑了对石膏石进行改性以改善其性能的问题。描述了矿物添加剂对改性石膏组合物的物理和机械特性的影响。石膏混合物的组成包括熟石灰和灰微球形式的铝硅酸盐添加剂。由于它们的富集,它是从燃料发电厂的灰分和炉渣废物中分离出来的。这使得可以将添加剂中的碳含量降低到3%。提出了石膏组合物的改性组合物。用铝硅酸盐微球代替粘合剂。使用水合石灰来活化它。其含量变化:石膏粘合剂重量的0、2、4、6、8和10%。用铝硅酸盐产品代替粘合剂以富集灰分和炉渣混合物,可以改善石材的结构并提高其操作性能。石膏石的抗压强度为9MPa。这比石膏石的对照组合物的强度高100%以上。研究已经证实了使用铝硅酸盐添加剂的有效性-灰分和炉渣混合物的富集产物。将铝硅酸盐组分用于生产改性石膏混合物可以节省石膏资源。使用铝硅酸盐微球和化学添加剂开发的石膏组合物配方提供了指定的性能。这使得在自流平地板的生产中使用它们成为可能,抹灰和刮油工程。用基于废物的新组合物代替传统组合物对保护自然环境具有积极作用,并有助于形成人类居住的舒适条件。
    The article considered the issues of the modification of gypsum stone to improve its performance properties. The influence of mineral additives on the physical and mechanical characteristics of the modified gypsum composition is described. The composition of the gypsum mixture included slaked lime and an aluminosilicate additive in the form of ash microspheres. It was isolated from ash and slag waste from fuel power plants as a result of their enrichment. This made it possible to reduce the carbon content in the additive to 3%. Modified compositions of the gypsum composition are proposed. The binder was replaced with an aluminosilicate microsphere. Hydrated lime was used to activate it. Its content varied: 0, 2, 4, 6, 8 and 10% of the weight of the gypsum binder. Replacing the binder with an aluminosilicate product for the enrichment of ash and slag mixtures made it possible to improve the structure of the stone and increase its operational properties. The compressive strength of the gypsum stone was 9 MPa. This is more than 100% higher than the strength of the control composition of gypsum stone. Studies have confirmed the effectiveness of using an aluminosilicate additive-a product of enrichment of ash and slag mixtures. The use of an aluminosilicate component for the production of modified gypsum mixtures allows the saving of gypsum resources. Developed formulations of gypsum compositions using aluminosilicate microspheres and chemical additives provide the specified performance properties. This makes it possible to use them in the production of self-leveling floors, plastering and puttying works. Replacing traditional compositions with a new composition based on waste has a positive effect on the preservation of the natural environment and contributes to the formation of comfortable conditions for human habitation.
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  • 文章类型: Journal Article
    通过采访万隆附近城市社区的217人,量化了家庭活动的用水,印度尼西亚。产生了关于家庭用水需求的数据和对家庭活动进行暴露建模所需的数据:饮酒,烹饪,刷牙,游泳,洗澡,洗衣房,洗碗,宗教清洗,洗手和清洁食物。平均生活用水量为117升/人/天,超过世卫组织基本需求指南(50-100升/人/天)。这一用水量与同一组活动的高收入国家相当,但比印度尼西亚传统农村社区的用水量高100%。最终的数据集提供了用于家庭活动的水量的洞察力,以及使用频率,使用的持续时间和水源。这些数据对于印度尼西亚和其他中低收入国家来说是稀缺的,但对于水需求研究和通过人类暴露模型中暴露于病原体和新出现的污染物来估计风险是必要的。
    Water use of domestic activities was quantified by interviewing 217 people in a peri-urban community near Bandung, Indonesia. Resulting in data on domestic water demand and data needed for exposure modelling of domestic activities: drinking, cooking, brushing teeth, swimming, bathing, laundry, dishwashing, religious cleansing, washing hands and cleaning food. Average total domestic water usage was 117 l/person/day, topping the WHO guidelines for basic needs (50-100 l/person/day). This water use level is comparable with higher income countries for the same set of activities but 100% higher than water use in an Indonesian traditional rural community. The final dataset provides insight in quantity of water used for domestic activities, as well as the use-frequency, duration and water sources used. These data are scarce for Indonesia and other low-middle income countries but necessary for water demand studies and estimating risks through exposure to pathogens and emerging contaminants in human exposure modelling.
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  • 文章类型: Journal Article
    与水供应相比,由于水需求的涌入,水资源短缺在未来可能起着至关重要的作用。水不足可能会损害人类生命和与生活有关的其他方面。可以通过估计对水的需求来弥合水的需求和供应之间的小差距来防止这一严重问题。每天记录的一些水消耗数据可能丢失,可能会影响水需求的估计值。在这篇文章中,在不等概率抽样下,提出了新的估计人口总数的比率估计器,当数据缺失时无需替换。考虑两种情况:辅助变量的已知或未知平均值以及研究变量和辅助变量的随机缺失数据。在反向框架下研究了拟议估计器的方差和相关估计器。拟议的估计器适用于泰国水需求的模拟研究数据和经验数据,其中包含一些缺失值,评估估计量的有效性。
    Water shortage could play an imperative role in the future due to an influx of water demand when compared to water supplies. Inadequate water could damage human life and other aspects related to living. This serious issue can be prevented by estimating the demand for water to bridge the small gap between demand and supplies for water. Some water consumption data recorded daily may be missing and could affect the estimated value of water demand. In this article, new ratio estimators for estimating population total are proposed under unequal probability sampling without replacement when data are missing. Two situations are considered: known or unknown mean of an auxiliary variable and missing data are missing at random for both study and auxiliary variables. The variance and associated estimators of the proposed estimators are investigated under a reverse framework. The proposed estimators are applied to data from simulation studies and empirical data on water demand in Thailand which contain some missing values, to assess the efficacies of the estimators.
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  • 文章类型: Journal Article
    了解可用资源和使用这些资源的人的需求对于评估和分配水资源是必要的。利用流域水资源的主要部门是农业,饮用水,畜牧业,和工业,在这些不同的活动部门之间分配水资源的有效和合理管理至关重要。本研究试图通过采用情景分析方法结合水评估和规划模型(WEAP)来分析2015年至2050年之间的用水趋势和预期需求,为Dhasan河流域(DRB)开发综合水资源管理系统,模拟五种可能的情景(I,II,III,IV,和V)至于外部驱动因素。对于WEAP建模框架,选择2015年作为当前(基准)年,将所有可用信息和输入数据提供给模型,并分析了2016-2050年(预测期)的未来需求状况。从调查结果来看,据观察,在预测期内,总需水量,未满足的需求,流量分别为185.29Bm3、117.35Bm3和58.26Bm3,在情景I的情况下;在情景II的情况下,232.34Bm3,162.17Bm3和59.87Bm3;在情景III的情况下,为139.40Bm3,84.37Bm3和58.15Bm3;在情景IV的情况下,为186.15Bm3,118.76Bm3和56.98Bm3;和181.89Bm3,96.87Bm3和53.11B工业发展,农业面积的增加将大大增加水的需求,对环境和人类构成威胁。因此,实施改进的灌溉技术,推进农场的农业实践,建造节水和保留结构可以显着减少DRB中未满足的需求和不足。总体调查结果表明,未来达哈桑水资源的压力将会增加,因此,已经提供了一些建议,以协助决策者进行水资源的可持续规划和管理,以满足未来的需求。
    Understanding the available resources and the needs of those who use them is necessary for the evaluation and allocation of water resources. The main sectors utilizing the basin water resources are agriculture, drinking water, animal husbandry, and industries, and the efficient and rational management of water resources to be distributed among those different sectors of activity is vital. This study attempts to develop an integrated water resource management system for the Dhasan River Basin (DRB) by employing a scenario analysis approach in conjunction with Water Evaluation and Planning Model (WEAP) to analyze trends in water use and anticipated demand between 2015 and 2050, simulating five possible scenarios (I, II, III, IV, and V) as for external driving factors. For the WEAP modeling framework, 2015 was chosen as a current (base) year for which all available information and input data were given to the model and the future demand situation was analyzed for the period 2016-2050 (forecasting period). From the findings, it was observed that for the forecasting period, total water demand, unmet demand, and streamflow were 185.29 Bm3, 117.35 Bm3, and 58.26 Bm3, respectively, in the case of scenario I; 232.34 Bm3, 162.17 Bm3, and 59.87 Bm3 in case of scenario II; 139.40 Bm3, 84.37 Bm3, and 58.15 Bm3 in case of scenario III; 186.15 Bm3, 118.76 Bm3, and 56.98 Bm3 in case of scenario IV; and 181.89 Bm3, 96.87 Bm3, and 53.11 Bm3 in case of scenario V. Results of the study indicated that by 2050, increasing population growth, industrial development, and an increase in the agricultural area will rise the water demand dramatically, posing threats to the environment and humans. Therefore, implementing improved irrigation technologies, advancing agricultural practices on farms, and constructing water conservation and retaining structures could significantly reduce the unmet demands and shortfalls in DRB. Overall findings reveal that the pressure on the Dhasan water resources would increase in the future, and thus several suggestions have been provided to assist decision-makers in sustainable planning and management of water resources to meet future demands.
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