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A methodology for temporal disaggregation of daily rain gauge data using satellite precipitation product for improved accuracy in hydrologic simulation 利用卫星降水产品对日雨量计数据进行时间分解以提高水文模拟精度的方法
Q3 Environmental Science Pub Date : 2023-11-14 DOI: 10.2166/wpt.2023.199
Nitin Singh Kachhawa, Prasit Girish Agnihotri
Abstract High-temporal resolution rainfall is a prerequisite for flood risk-related studies. Recently, satellite precipitation products (SPPs) have gained some attention in the hydro-meteorology field, but the application of these products for hydrological studies is still uncertain. This study discusses the methodology for temporal disaggregation of daily rain gauge (DRG) data using SPP for improved accuracy in hydrologic simulation. The objectives of this research article are (i) to temporally dis-aggregate the DRG data using 3-h SPP TRMM_3B42RT; (ii) to suggest the best approach in terms of hydrologic simulation capabilities using the compound factor (CF) technique. The hydrologic simulation in HEC-HMS was performed for various temporally disaggregated rain gauge (TDRG) data and results were analyzed using 10 efficiency criteria. The best approach was selected using the CF technique. The lowest CF of 2.4 reveals that peak discharge can be computed with less than 8% deviation using the TDRG data, which utilizes the least error tile/grid/pixel from rain gauge rainfall value out of four nearby tile/grid/pixel. This study concluded that flood volume can be computed with less than 5% deviation using DRG data but it failed to reproduce the flood peak. This approach has overcome the insufficiency of sub-daily rainfall observation.
高时间分辨率降雨是洪水风险相关研究的先决条件。近年来,卫星降水产品在水文气象领域受到了一定的关注,但其在水文研究中的应用仍不确定。本文讨论了利用SPP对日雨量计(DRG)数据进行时间分解的方法,以提高水文模拟的精度。本研究的目的是:(i)使用3-h SPP TRMM_3B42RT暂时分解DRG数据;(ii)就使用复合因子技术的水文模拟能力提出最佳方法。在HEC-HMS中对不同时间分解雨量计(TDRG)数据进行了水文模拟,并采用10个效率标准对结果进行了分析。采用CF技术选择最佳入路。最小的CF值为2.4,表明使用TDRG数据可以在小于8%的偏差下计算峰值流量,该数据利用了附近四个瓦/网格/像素中与雨量计降雨量值误差最小的瓦/网格/像素。本研究得出的结论是,利用DRG数据可以在小于5%的偏差下计算洪量,但不能再现洪峰。该方法克服了亚日降水观测的不足。
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引用次数: 0
Hydro-geochemical characterisation and modelling of groundwater in Chikun Local Government Area of Kaduna state, Nigeria 尼日利亚卡杜纳州奇昆地方政府区地下水水文地球化学特征和模拟
Q3 Environmental Science Pub Date : 2023-11-14 DOI: 10.2166/wpt.2023.198
Ezra Lekwot Vivan, Augustine Chukuma Eziashi, Nankap Latur Binbol, Vivien Chikogu Ameso
Abstract This study assessed groundwater quality in Chikun Local Government Area of Kaduna State and how it can be harnessed as a useful resource for water supply and to improve the management of water resources. The field survey methods adopted with the collection of water samples in the field were employed in collecting data. The study randomly collected fifty water samples from wells and boreholes in the peak of wet and dry seasons for 2 years (2021–2022) in the five selected wards within the Chikun Local Government Area and a range of water quality parameters were measured and compared with WHO standards for drinking water. The laboratory analysis results revealed that with the exception of magnesium, mercury, iron, lead and calcium, all other physicochemical parameters measured fell within the maximum permissible limit. The presence of some of these pollutants at varying degrees was found. Groundwater models showed groundwater flow in the North-Western direction and significant vertical movement of contaminants up to depths of about 60 m. This calls for regulations on the handling of wastes and pollutants that affect groundwater, which is best done through strict enforcement of laws and advocacy through all the appropriate institutions involved in water management.
摘要:本研究评估了卡杜纳州奇昆地方政府地区的地下水质量,以及如何将其作为一种有用的供水资源加以利用,并改善水资源管理。数据采集采用实地调查法,实地采集水样。本研究在两年(2021-2022年)的干湿季节高峰期间,在赤昆地方政府辖区内选定的五个区随机采集了50个水井和钻孔水样,测量了一系列水质参数,并与世卫组织饮用水标准进行了比较。实验室分析结果显示,除镁、汞、铁、铅和钙外,其他物理化学参数均在最大允许范围内。其中一些污染物的存在程度不同。地下水模型显示地下水向西北方向流动,污染物在深度约60 m处有明显的垂直运动。这就要求制订关于处理影响地下水的废物和污染物的条例,最好通过严格执行法律和通过所有有关的水管理机构进行宣传来做到这一点。
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引用次数: 0
ACWA: an AI-driven cyber-physical testbed for intelligent water systems ACWA:智能水系统的人工智能驱动的网络物理测试平台
Q3 Environmental Science Pub Date : 2023-11-10 DOI: 10.2166/wpt.2023.197
Feras Batarseh, Ajay Kulkarni, Chhayly Sreng, Justice Lin, Siam Maksud
Abstract This manuscript presents a novel state-of-the-art cyber-physical water testbed, namely the AI and Cyber for Water and Agriculture testbed (ACWA). ACWA is motivated by the aim to advance water resources' management using AI and cybersecurity experimentation. The main objective of ACWA is to address pressing challenges in the water and agricultural domains by utilising cutting-edge AI and data-driven technologies. These challenges include cyberbiosecurity, resources' management, access to water, sustainability, and data-driven decision-making, among others. To address such issues, ACWA is built consisting of topologies, sensors, computational clusters, pumps, tanks, smart water devices, as well as databases and AI models that control the system. Moreover, we present ACWA simulator, which is a software-based water digital twin. The simulator is based on fluid and constituent transport principles that produce a theoretical time series of a water distribution system. It creates a benchmark for comparing the theoretical approach with real-life outcomes via the physical ACWA testbed. ACWA data are available to AI and water sector researchers and are hosted in an online public repository. In this paper, the system is introduced and compared with existing water testbeds; additionally, use cases are described along with novel outcomes, such as datasets, software, and AI models.
摘要:本文提出了一种新型的最先进的网络物理水测试平台,即人工智能和水与农业网络测试平台(ACWA)。ACWA的目标是利用人工智能和网络安全实验推进水资源管理。ACWA的主要目标是通过利用尖端的人工智能和数据驱动技术,解决水和农业领域的紧迫挑战。这些挑战包括网络生物安全、资源管理、水资源获取、可持续性和数据驱动决策等。为了解决这些问题,ACWA由拓扑结构、传感器、计算集群、泵、水箱、智能水设备以及控制系统的数据库和人工智能模型组成。此外,我们提出了ACWA模拟器,这是一个基于软件的水数字孪生。该模拟器基于流体和成分输运原理,产生配水系统的理论时间序列。它为通过物理ACWA测试平台将理论方法与实际结果进行比较创造了一个基准。ACWA数据可供人工智能和水务部门的研究人员使用,并托管在一个在线公共存储库中。本文对该系统进行了介绍,并与现有的水试验台进行了比较;此外,用例与新结果一起描述,例如数据集、软件和人工智能模型。
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引用次数: 0
Phosphorus removal from ore waste in aqueous solution with different mass of ore waste adsorbent from the Johor mine site 柔佛矿区不同质量的矿渣吸附剂对矿渣水溶液中磷的去除
Q3 Environmental Science Pub Date : 2023-11-10 DOI: 10.2166/wpt.2023.196
Noorul Hudai Abdullah, Wazif Hilmi Ahmad Nizam, Muhammad Habil Izzuddin Norhisham, Nur Audrizety Husaimi, Norhayati Ngadiman, Nur Atikah Abdul Salim, Norzainariah Abu Hassan, Nur Husna Muslim
Abstract Mine waste management is becoming a growing global environmental concern for mining industries all over the world. Due to the abundance of ore waste from mining industries, this study aimed to observe the possibility of using ore waste to remove phosphorus from a solution. Although phosphorus is one of the essential elements for plant life, excessive phosphorus in water becomes one of the environmental issues, e.g., eutrophication. This study analysed the prediction contour of removal efficiency with the mass of adsorbent needed under different initial concentrations of solution. The batch experiment used an aqueous solution of 5 mg/L using potassium dihydrogen phosphate (KH2PO4) at different masses of adsorbent (2, 4, 6, 8, and 10 g). The highest removal efficiency for phosphorus using 10 g of adsorbent is 54.3%. The data verified that the pseudo-second-order model (0.9976) fitted well. The adsorption between ore waste adsorbent and phosphorus was chemical sorption, whereas the analysis of isotherm models fitted the Freundlich model, with the occurrence of multilayer adsorption on the adsorption surface. The ability of ore waste to remove phosphorus was successful. This approach is one of the alternatives to enhance tertiary wastewater treatment technologies.
矿山废弃物管理已成为世界各国矿业日益关注的全球性环境问题。由于采矿行业的矿石废料丰富,本研究旨在观察利用矿石废料从溶液中去除磷的可能性。虽然磷是植物生命所必需的元素之一,但水中磷含量过高已成为水体富营养化等环境问题之一。分析了不同初始溶液浓度下吸附剂用量对去除率的预测曲线。采用5 mg/L的磷酸二氢钾(KH2PO4)水溶液,在不同吸附剂质量(2、4、6、8、10 g)下进行批量实验,10 g吸附剂对磷的最高去除率为54.3%。数据验证了拟二阶模型(0.9976)的拟合效果。矿渣吸附剂与磷的吸附为化学吸附,等温线模型分析符合Freundlich模型,吸附表面存在多层吸附。矿石废料的除磷能力是成功的。这种方法是加强三级污水处理技术的替代方法之一。
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引用次数: 0
Partitioning blue and green water sources of evapotranspiration using the water evaluation and planning (WEAP) model 利用水资源评价与规划(WEAP)模型划分蒸散蓝绿水源
Q3 Environmental Science Pub Date : 2023-11-09 DOI: 10.2166/wpt.2023.191
Belete Berhanu Kidanewold, Ethiopia Bisrat Zeleke, Claire Michailovsky, Solomon Seyoum
Abstract Understanding agricultural water use by sources such as rainwater (green water) or irrigation water (blue water) is vital to manage scarce freshwater resources. Tracing sources of evapotranspiration increases water management efficiency. This study proposes a two-bucket soil moisture water balance approach to trace sources of evapotranspiration over irrigated landscapes in the Awash Basin, Ethiopia, which is modeled in the water evaluation and planning model. Algorithms are devised to separate actual evapotranspiration into blue and green sources. The results showed annual basin renewable water of 15.78 BCM in the form of streamflow (4.65 BCM), stored water (3.54 BCM), and groundwater percolation (7.59 BCM). Annual actual evapotranspiration over irrigated landscapes was 805 MCM, which was separated as blue evapotranspiration (88.4%) and green evapotranspiration (11.6%). The findings also demonstrate that blue evapotranspiration predominantly occurs during dry months, indicating heavy reliance on stored water for irrigated landscapes. Subbasin-level analyses showed varying blue/green evapotranspiration patterns based on precipitation and irrigated agriculture. Irrigation accounted for less than 3% of the streamflow in upstream basins, while midstream and downstream basins utilized up to 30 and 70%, respectively. The complementary use of rainfall and irrigation in most parts of the basin is considered to be of interest to water managers.
了解雨水(绿水)或灌溉用水(蓝水)等农业用水来源对于管理稀缺的淡水资源至关重要。追踪蒸散的来源可提高水管理效率。本研究提出了一种双桶土壤水分平衡方法来追踪埃塞俄比亚阿瓦什盆地灌溉景观的蒸散发来源,并在水资源评价和规划模型中对其进行了建模。设计算法将实际蒸散发分为蓝色和绿色来源。结果表明:流域年可再生水量为15.78 BCM,分别为河流流量(4.65 BCM)、储水(3.54 BCM)和地下水渗流(7.59 BCM)。灌溉景观年实际蒸散量为805 MCM,分别为蓝色蒸散(88.4%)和绿色蒸散(11.6%)。研究结果还表明,蓝色蒸散主要发生在干旱月份,表明灌溉景观严重依赖储存的水。亚流域水平分析显示,基于降水和灌溉农业的蓝/绿蒸散模式存在差异。上游流域灌溉占流量的比例不到3%,而中游和下游流域分别高达30%和70%。流域大部分地区降雨和灌溉的互补利用被认为是水资源管理人员感兴趣的问题。
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引用次数: 0
Estimating the vulnerability of groundwater resources to diffuse pollution in highlands areas: review of the literature and critical analysis (highlands of Cameroon) 估计高原地区地下水资源对弥漫性污染的脆弱性:文献综述和批判性分析(喀麦隆高地)
Q3 Environmental Science Pub Date : 2023-11-09 DOI: 10.2166/wpt.2023.194
Kevin Djatsa Nguedia, Roger Ntankouo Njila, Barthelémy Ndongo, Ronny Roy Choumele Jiague, Vivien Piercy Lotse Tedontsah, Armand Kagou Dongmo
Abstract Groundwater is a major resource for drinking water, especially in developing countries, where it is less expensive to treat than surface water. Today, the resource is highly susceptible to pollution, particularly as a result of human activity. This review was based on a literature review and critical analysis of models for estimating the groundwater vulnerability. The results show that the deepest porous aquifers are the least susceptible to pollution, whereas those in karstic and fissured environments are susceptible, whatever their depth. Pollution usually arises from human activity. Critical analysis of the literature shows that existing methods are developed in specific environmental contexts. Given the variability of factors in space and time, these methods do not take the intrinsic realities of all natural settings into account adequately and are not perfectly applicable in all environments. This highlights the need to develop appropriate models for each environment, such as that of the highlands in countries such as Cameroon.
地下水是饮用水的主要资源,特别是在发展中国家,处理地下水比处理地表水要便宜。今天,这一资源极易受到污染,尤其是人类活动造成的污染。本综述基于文献综述和对地下水脆弱性评估模型的批判性分析。结果表明,最深的多孔含水层最不容易受到污染,而岩溶和裂隙环境的含水层最容易受到污染,无论其深度如何。污染通常由人类活动引起。对文献的批判性分析表明,现有方法是在特定的环境背景下发展起来的。鉴于空间和时间因素的可变性,这些方法没有充分考虑到所有自然环境的内在现实,并不完全适用于所有环境。这突出表明需要为每一种环境开发适当的模式,例如喀麦隆等国家的高原环境。
{"title":"Estimating the vulnerability of groundwater resources to diffuse pollution in highlands areas: review of the literature and critical analysis (highlands of Cameroon)","authors":"Kevin Djatsa Nguedia, Roger Ntankouo Njila, Barthelémy Ndongo, Ronny Roy Choumele Jiague, Vivien Piercy Lotse Tedontsah, Armand Kagou Dongmo","doi":"10.2166/wpt.2023.194","DOIUrl":"https://doi.org/10.2166/wpt.2023.194","url":null,"abstract":"Abstract Groundwater is a major resource for drinking water, especially in developing countries, where it is less expensive to treat than surface water. Today, the resource is highly susceptible to pollution, particularly as a result of human activity. This review was based on a literature review and critical analysis of models for estimating the groundwater vulnerability. The results show that the deepest porous aquifers are the least susceptible to pollution, whereas those in karstic and fissured environments are susceptible, whatever their depth. Pollution usually arises from human activity. Critical analysis of the literature shows that existing methods are developed in specific environmental contexts. Given the variability of factors in space and time, these methods do not take the intrinsic realities of all natural settings into account adequately and are not perfectly applicable in all environments. This highlights the need to develop appropriate models for each environment, such as that of the highlands in countries such as Cameroon.","PeriodicalId":23794,"journal":{"name":"Water Practice and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135242905","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Chemical pretreatment of Lagenaria breviflora seeds used as biosorbents for the removal of aqueous-bound Ni2+ 化学预处理短花菇种子作为生物吸附剂去除水中Ni2+
Q3 Environmental Science Pub Date : 2023-11-09 DOI: 10.2166/wpt.2023.192
Hillary Onyeka Abugu, Samson Ifeanyi Eze, Arinze Longinus Ezugwu, Ibeabuchi Jude Ali, Janefrances Ngozi Ihedioha
Abstract Lagenaria breviflora (LB) seeds were modified with acid (AMLB) and base (BMLB) for the sorption of Ni2+ from an aqueous solution. It was characterized by Fourier transformation infrared spectroscopy (FTIR), scanning electron microscope (SEM), X-ray diffraction (XRD), thermogravimetric analyzer (TGA), and Brunauer–Emmett–Teller (BET). Kinetic, isotherm thermodynamic, and effects of pH were also studied. The FTIR revealed a shift and formation of new functional groups on the pretreated biosorbent surface which could be attributed to the adsorption of Ni2+ onto the modified LB. SEM analysis under different magnifications revealed that the external surface of the modified LB exhibited several cracked surfaces and different pore structures which could be involved in the adsorption of Ni2+. The XRD showed an amorphous structure, while the BET revealed a large surface area (BMLB-360.430 and AMLB-322.965 m2/g). The experimental conditions – contact time, pH, and initial metal ion concentration indicated that the maximum adsorption was attained at 30 min at pH 6, while the adsorption efficiency increased as the concentration of the biosorbents increased. Kinetic studies indicated that the sorption process correlates with the pseudo-second-order kinetic model suggesting a chemosorption mechanism. The isotherm data obtained obeyed a Langmuir model suggesting monolayer adsorption of Ni2+. The calculated sorption thermodynamic factors showed the adsorption of Ni2+ to be exothermic and spontaneous.
摘要采用酸(AMLB)和碱(BMLB)对短花蕾草(Lagenaria breviflora, LB)种子进行修饰,使其吸附Ni2+。采用傅里叶变换红外光谱(FTIR)、扫描电镜(SEM)、x射线衍射(XRD)、热重分析仪(TGA)和布鲁诺尔-埃米特-泰勒(BET)对其进行了表征。研究了动力学、等温热力学和pH的影响。FTIR分析表明,改性LB吸附了Ni2+,并在改性LB表面形成了新的官能团。不同放大率下的SEM分析表明,改性LB的外表面出现了多个裂纹表面和不同的孔结构,可能参与了Ni2+的吸附。XRD显示为非晶结构,BET显示出较大的比表面积(BMLB-360.430和AMLB-322.965 m2/g)。实验条件-接触时间、pH和初始金属离子浓度表明,在pH为6的条件下,吸附时间为30 min时达到最大,吸附效率随生物吸附剂浓度的增加而增加。动力学研究表明,吸附过程符合准二级动力学模型,表明吸附机理为化学吸附。所得等温线数据符合Langmuir模型,表明Ni2+是单层吸附的。计算的吸附热力学因子表明,Ni2+的吸附是自发的、放热的。
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引用次数: 0
Assessment of risks to the quality of water supplied in Bushenyi-Uganda using the water safety plan approach 使用水安全计划方法评估乌干达布希尼供水质量的风险
Q3 Environmental Science Pub Date : 2023-11-09 DOI: 10.2166/wpt.2023.193
Christopher Kanyesigye, Innocent Twesigye, Sara Marks, Charles Niwagaba, Robinah Kulabako, Giuliana Ferrero, Frank Kansiime
Abstract This study assessed the effects of environmental and operational hazardous events on the Bushenyi water supply system over the period 2017–2020. Monthly secondary water quality data for the period July 2013–December 2017 were analyzed together with data from field samples collected monthly from January 2018 to November 2020. The parameters analyzed were pH, turbidity, total iron, free chlorine and faecal coliforms. Hazardous events and risks affecting the water supply at the source, treatment and distribution system were identified and assessed during the field visits. Control measures were determined during water safety plan development effective July 2017 and implemented effective August 2018. Quality of water in the distribution system met the national standards for turbidity (93%), total iron (99%), residual free chlorine (90%) and faecal coliforms (96%). pH in the storage and distribution system was below the national standard (annual mean range, 5.5–6.7). Water quality was negatively influenced by extreme seasonal weather variations at the source, source protection gaps, treatment deficiencies related to clarifier, filter and chemical dose management as well as distribution management and maintenance gaps. Improved source protection, treatment and distribution network management and maintenance are recommended for sustainable system and water quality standards.
摘要/ Abstract摘要:本研究评估了2017-2020年busshenyi供水系统环境和运行危险事件的影响。将2013年7月至2017年12月的月度二级水质数据与2018年1月至2020年11月每月采集的现场样本数据进行分析。分析了pH、浊度、总铁、游离氯和粪便大肠菌群。在实地访问期间,查明和评估了影响水源、处理和分配系统供水的危险事件和风险。控制措施在水安全计划制定期间确定,于2017年7月生效,并于2018年8月实施。配水系统水质浊度(93%)、总铁(99%)、剩余游离氯(90%)、粪便大肠菌群(96%)均达到国家标准。储配系统pH值低于国家标准(年平均范围5.5 ~ 6.7)。水源处的极端季节性天气变化、水源保护缺口、澄清剂、过滤器和化学品剂量管理相关的处理缺陷以及分配管理和维护缺口对水质产生了负面影响。建议改善水源保护、处理和配电网管理和维护,以实现可持续的系统和水质标准。
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引用次数: 0
Synergy effect in blend Orange G/Rhodamine B ultrafiltration, using natural bentonite-based membrane 协同效应中混合橙G/罗丹明B超滤,采用天然膨润土基膜
Q3 Environmental Science Pub Date : 2023-11-09 DOI: 10.2166/wpt.2023.195
Radia Labied, Fouzia Touahra, Souad Hazam, Maâmar Ouraghi, Redouane Chebout, Khaldoun Bachari, Djahida Lerari
Abstract Attempting to reduce issues with dumping and water pollution, bio-based membrane material (MB1000), based on bentonite was elaborated for application in tangential ultrafiltration. For this, morphological properties, textural properties, and chemical structure of the elaborated membrane material were established using Fourier transform infrared spectroscopy, X-ray diffraction, and Brunauer–Emmett–Teller analyses. Water permeability, chemical resistance, as well as point of zero charge of the membrane material were also investigated. The studied membrane material has a mesoporous structure, with a pore size of 7.20 nm and a water permeability of 318.06 L/h.m2.bar. The effect of transmembrane material pressure, pH solution, and concentration on Orange G (OG) and Rhodamine B (RB) dye rejection efficiency was examined and hence optimized. Besides, a mixture of RB and OG dyes was tested for membrane material ultrafiltration in a simultaneous system (RB/OG). Remarkably, an enhancement of the rejection results was noticed for the two dyes (ROG = 94.33%, RRB = 89.38%) resulting from a synergic effect of hydrogen bonding as well as electrostatic interactions generated from functional groups of the molecules dyes.
摘要为了减少倾倒和水污染问题,阐述了基于膨润土的生物基膜材料(MB1000)在切向超滤中的应用。为此,利用傅里叶变换红外光谱、x射线衍射和布鲁诺尔-埃米特-泰勒分析确定了制备膜材料的形态特性、结构特性和化学结构。研究了膜材料的透水性、耐化学性和零电荷点。所研究的膜材料具有介孔结构,孔径为7.20 nm,透水性为318.06 L/h.m2.bar。考察了跨膜材料压力、pH溶液和浓度对橙G (OG)和罗丹明B (RB)染料去除率的影响,并对其进行了优化。此外,还在RB/OG同步系统中测试了RB和OG染料混合对膜材料的超滤效果。两种染料(ROG = 94.33%, RRB = 89.38%)的去除率明显提高,这是由于氢键的协同作用以及分子染料官能团产生的静电相互作用。
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引用次数: 0
Reservoir capacity loss and sedimentation assessment of Dholbaha dam located in Punjab, India using remote sensing and bathymetric survey techniques 印度旁遮普邦Dholbaha大坝水库容量损失及沉积评价,遥感和测深技术
Q3 Environmental Science Pub Date : 2023-11-07 DOI: 10.2166/wpt.2023.188
Mahesh Chand Singh, Avishek Prashar, Jaswinder Singh, Sukhdeep Kumar
Abstract A study was undertaken to assess the live storage capacity of the Dholbaha reservoir located in Punjab, India using remote sensing and bathymetric survey techniques. The primary objectives included comparing the estimated capacity with findings from a bathymetric survey, refining the elevation-area-capacity curve, and determining the rate of capacity loss due to sedimentation. This analysis utilized water elevation data spanning from 1987 to 2022 and satellite imageries from Landsat 7, 8, and 9. The satellite data underwent processing using software tools such as ERDAS IMAGINE and ArcGIS. The water extent of the reservoir was calculated using the Modified Normalized Difference Water Index (MNDWI). Over the course of 34 years, the reservoir experienced reductions in its dead, active, and total storage capacities by 81.5, 19.7, and 28.9%, respectively. These changes correspond to annual depletion rates of 2.40, 0.58, and 0.85%, respectively. The sediment yield from the surrounding catchment area was determined to be approximately 1175.3 m3/km2/year. Conducting a bathymetric survey is both resource-intensive and time-consuming. Consequently, remote sensing techniques emerge as a superior alternative for consistently estimating the loss of reservoir capacity. This, in turn, facilitates precise calculations of available water volume, enabling optimal planning for water usage scheduling and reservoir management.
采用遥感和测深技术,对印度旁遮普省Dholbaha水库的活水库容进行了评价。主要目标包括将估算容量与水深测量结果进行比较,完善海拔-面积-容量曲线,并确定沉积造成的容量损失率。该分析利用了1987年至2022年的水位数据和Landsat 7号、8号和9号的卫星图像。利用ERDAS IMAGINE和ArcGIS等软件工具对卫星数据进行处理。利用修正归一化差水指数(MNDWI)计算了储层的含水程度。在34年的时间里,该水库的死水、活水和总库容分别减少了81.5%、19.7%和28.9%。这些变化对应的年耗竭率分别为2.40%、0.58%和0.85%。流域周边产沙量约为1175.3 m3/km2/年。进行水深测量既耗费资源又费时。因此,遥感技术成为持续估计水库容量损失的优越替代方法。这反过来又有助于精确计算可用水量,从而实现用水调度和水库管理的最佳规划。
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引用次数: 0
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