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Comparison of the performance of SWAT and hybrid M5P tree models in rainfall–runoff simulation SWAT 和混合 M5P 树模型在降雨-径流模拟中的性能比较
Pub Date : 2024-04-01 DOI: 10.2166/wh.2024.022
Shailesh Kumar, K. K. Pandey, Ajay Ahirwar
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Stream flow forecasting is a crucial aspect of hydrology and water resource management. This study explores stream flow forecasting using two distinct models: the Soil and Water Assessment Tool (SWAT) and a hybrid M5P model tree. The research specifically targets the daily stream flow predictions at the MH Halli gauge stations, located along the Hemvati River in Karnataka, India. A 14-year dataset spanning from 2003 to 2017 is divided into two subsets for model calibration and validation. The SWAT model's pe

查看 largeDownload 幻灯片查看 largeDownload 幻灯片 关闭模态流预报是水文学和水资源管理的一个重要方面。本研究使用两种不同的模型:水土评估工具(SWAT)和混合 M5P 模型树,探讨了河水流量预测。研究特别针对位于印度卡纳塔克邦 Hemvati 河沿岸的 MH Halli 测量站的日流量预测。从 2003 年到 2017 年的 14 年数据集被分为两个子集,用于模型校准和验证。通过将 SWAT 模型的预测结果与观测到的河流流量数据进行比较,对 SWAT 模型的性能进行评估。然后使用 M5P 模型树解决比较得出的残差时间序列值。研究结果表明,混合 M5P 树模型在各种评价指标方面都优于 SWAT 模型,包括均方根误差、判定系数 (R2)、纳什-苏特克利夫效率和 MH Halli 站的吻合度 (d)。总之,本研究显示了混合 M5P 树模型在河流流量预报中的有效性。这项研究为改善水资源管理提供了宝贵的见解,并强调了根据特定水文预报任务的性能和适用性选择适当模型的重要性。
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引用次数: 0
Natural hazard risk analysis in the framework of water safety plans 水安全计划框架内的自然灾害风险分析
Pub Date : 2024-03-01 DOI: 10.2166/wh.2024.124
Jessica Amadio, Vasilis Kanakoudis, Dejan Dimkić, Branislava Matić, Primoz Banovec, Ivana Boljat, Emanuela Campione, Barbara Čenčur Curk, Andrea Duro, Darko Kovac, Anastasia Papadopoulou, Argiris Papakonstantinou, Jasmina Lukač Reberski, Matjaž Srša, Stavroula Tsitsifli, Emanuele Romano
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The available literature on natural hazard risk analysis focused on the implementation of water safety plans (WSPs) is surprisingly quite poor, despite the significant increase in the number and severity of disasters and adverse effects on drinking water supply systems generated by natural hazards. At the same time, WSPs that conveniently account for natural hazards with a comprehensive approach ‘from source to tap’ are still scarce as they typically occur at larger spatial scales and adequate prevention, mi

查看大尺寸下 载幻灯片查看大尺寸下 载幻灯片 关闭模版尽管自然灾害造成的灾害和对饮用水供应系统的不利影响在数量和严重程度上都显著增加,但现有的以实施水安全计划(WSP)为重点的自然灾害风险分析文献却少得令人吃惊。同时,能够以 "从水源到水龙头 "的综合方法方便地考虑自然灾害的水安全计划仍然很少,因为自然灾害通常发生在更大的空间范围内,而充分的预防、缓解和适应需要高效的机构间合作。本文旨在强调水务公司在制定水资源战略计划时将自然灾害纳入考虑范围的主要瓶颈。研究采用了一种以利益相关者为导向的方法,涉及亚得里亚海-爱奥尼亚海地区的大量水务公司(168 家)、水务部门机构(15 家)和机构(68 家),通过一个循序渐进的过程,进行了联合 SWOT 分析,开发了一个以 WSP 程序和桌面演练为重点的决策支持系统(DSS)。最终成果产生了战略文件(REWAS--亚得里亚海--爱奥尼亚地区抗灾供水路线图),强调了在制定有充分依据和稳健的供水系统战略计划以应对供水系统(DWSS)自然灾害风险分析方面开展高效的跨部门和机构间合作的必要性。
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引用次数: 0
Change in water quality in an Amazonian microbasin: ecological and human health implications 亚马逊小流域的水质变化:对生态和人类健康的影响
Pub Date : 2024-03-01 DOI: 10.2166/wh.2024.286
Louisiane Farias Batista, Thiago Shinaigger Rocha do Nascimento, Igor Costa, Edinelson Saldanha Correa, Christiane do Nascimento Monte

The decline in the quality of water resources in the Amazon is very rapid in cities suffering from unplanned urban growth. The region has two defined seasons, winter (wet) and summer (dry), which directly affect the behavior of contaminants in aquatic ecosystems. The aim of this study was to assess the ecological and human health risks associated with the use of the watershed. In addition, an ecological index was proposed: the Quality Index for Aquatic Life, for the risk of contaminants to aquatic life. Sampling was carried out at six points in the Juá watershed. Physicochemical parameters, major anions, metals and total phosphorus were analyzed at both stations between 2020 and 2021. The highest concentrations of contaminants were found in the rainy season, due to the washing away of the banks. In this sense, Cl presented a concentration more than 307 times higher than that permitted by Brazilian legislation (wet). The ecological index showed that the watershed has a high risk of metals such as Cr III and Cr VI for the biota. The human health risk analysis showed a low risk; however, the lack of basic sanitation in the city indicates that monitoring of urban water resources is necessary.

亚马逊地区的水资源质量因城市无规划的发展而急剧下降。该地区有两个明确的季节:冬季(潮湿)和夏季(干燥),这直接影响了污染物在水生生态系统中的行为。这项研究的目的是评估与流域使用相关的生态和人类健康风险。此外,还提出了一个生态指数:水生生物质量指数,用于评估污染物对水生生物的风险。在 Juá 流域的六个点进行了采样。2020 年至 2021 年期间,在两个站点对理化参数、主要阴离子、金属和总磷进行了分析。由于河岸被冲刷,雨季的污染物浓度最高。从这个意义上说,Cl 的浓度比巴西法律允许的浓度(湿)高出 307 多倍。生态指数显示,该流域的生物群对三价铬和六价铬等金属的风险较高。人类健康风险分析表明风险较低;然而,城市缺乏基本的卫生设施,这表明有必要对城市水资源进行监测。
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引用次数: 0
Virucidal efficacy of hypochlorous acid water for aqueous phase and atomization against SARS-CoV-2 水相次氯酸水和雾化次氯酸水对 SARS-CoV-2 的杀毒功效
Pub Date : 2024-03-01 DOI: 10.2166/wh.2024.348
Makoto Kubo, Ryotaro Eda, Shotaro Maehana, Hiroshi Fuketa, Norihiro Shinkai, Naohisa Kawamura, Hidero Kitasato, Hideaki Hanaki
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Coronavirus disease 2019 (COVID-19) is an infectious viral disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that emerged at the end of 2019. SARS-CoV-2 can be transmitted through droplets, aerosols, and fomites. Disinfectants such as alcohol, quaternary ammonium salts, and chlorine-releasing agents, including hypochlorous acid, are used to prevent the spread of SARS-CoV-2 infection. In the present study, we investigated the efficacy of ionless hypochlorous acid water (HOCl) in s

View largeDownload slideView largeDownload slide Close modal冠状病毒病2019(COVID-19)是由严重急性呼吸系统综合征冠状病毒2(SARS-CoV-2)引起的传染性病毒病,于2019年底出现。SARS-CoV-2 可通过飞沫、气溶胶和飞沫传播。酒精、季铵盐和氯释放剂(包括次氯酸)等消毒剂被用来防止 SARS-CoV-2 感染的传播。在本研究中,我们研究了无离子次氯酸水(HOCl)悬浮液和喷雾灭活 SARS-CoV-2 的功效。在针对 SARS-CoV-2 的测试中,HOCl 溶液的杀毒效果以 50%的组织培养感染剂量进行评估。虽然有机化合物的存在会影响杀毒效果,但在悬浮液试验中,20 秒的 HOCl 处理对武汉株和三角洲株的灭活效果显著。雾化数小时的 HOCl 能明显减少附着在塑料板上的 SARS-CoV-2 。这些结果表明,含有 NaCl 和其他离子的 HOCl 溶液可能对 SARS-CoV-2 有很高的杀毒功效。这项研究为 HOCl 溶液的杀毒功效和使用提供了重要信息。
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Journal of Water & Health
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