首页 > 最新文献

Water最新文献

英文 中文
Technological Advancements and Prospects for Near-Zero-Discharge Treatment of Semi-Coking Wastewater 半焦化废水近零排放处理技术的进步与前景
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-15 DOI: 10.3390/w16182614
Bingxu Quan, Yuanhui Tang, Tingting Li, Huifang Yu, Tingting Cui, Chunhui Zhang, Lei Zhang, Peidong Su, Rui Zhang
This review examines the technological bottlenecks, potential solutions, and future development directions in the treatment and resource utilization of semi-coking wastewater (SCOW) in China. By comprehensively investigating the semi-coking industry and analyzing wastewater treatment research hotspots and existing projects, this study systematically explores the current status and challenges of each treatment unit, emphasizing the necessity for innovative wastewater treatment technologies that offer high efficiency, engineering feasibility, environmental friendliness, and effective resource recovery. This review highlights prospects and recommendations, including the development of novel extractants for phenol and ammonia recovery, a deeper understanding of biological enhancement mechanisms, exogenous bio-enhancement materials, and the creation of cost-effective advanced oxidation process (AOP)-based combined processes. Additionally, it underscores the potential for repurposing SCOW as a valuable resource through appropriate treatment, whether recycling for production or other applications.
本综述探讨了中国半焦废水(SCOW)处理和资源化利用的技术瓶颈、潜在解决方案和未来发展方向。通过全面调查半焦化行业,分析废水处理研究热点和现有项目,本研究系统地探讨了各处理单元的现状和挑战,强调了高效、工程可行、环境友好和有效资源回收的创新废水处理技术的必要性。本综述强调了前景和建议,包括开发新型萃取剂以回收苯酚和氨,深入了解生物强化机制、外源生物强化材料,以及创建基于高级氧化工艺 (AOP) 的具有成本效益的组合工艺。此外,它还强调了通过适当的处理将 SCOW 重新用作宝贵资源的潜力,无论是回收用于生产还是其他用途。
{"title":"Technological Advancements and Prospects for Near-Zero-Discharge Treatment of Semi-Coking Wastewater","authors":"Bingxu Quan, Yuanhui Tang, Tingting Li, Huifang Yu, Tingting Cui, Chunhui Zhang, Lei Zhang, Peidong Su, Rui Zhang","doi":"10.3390/w16182614","DOIUrl":"https://doi.org/10.3390/w16182614","url":null,"abstract":"This review examines the technological bottlenecks, potential solutions, and future development directions in the treatment and resource utilization of semi-coking wastewater (SCOW) in China. By comprehensively investigating the semi-coking industry and analyzing wastewater treatment research hotspots and existing projects, this study systematically explores the current status and challenges of each treatment unit, emphasizing the necessity for innovative wastewater treatment technologies that offer high efficiency, engineering feasibility, environmental friendliness, and effective resource recovery. This review highlights prospects and recommendations, including the development of novel extractants for phenol and ammonia recovery, a deeper understanding of biological enhancement mechanisms, exogenous bio-enhancement materials, and the creation of cost-effective advanced oxidation process (AOP)-based combined processes. Additionally, it underscores the potential for repurposing SCOW as a valuable resource through appropriate treatment, whether recycling for production or other applications.","PeriodicalId":23788,"journal":{"name":"Water","volume":"17 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Economic Analysis of Sturgeon Farming and Caviar Production: A Case Study of an Italian Fish Farm 鲟鱼养殖和鱼子酱生产的经济分析:意大利养鱼场案例研究
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-15 DOI: 10.3390/w16182618
Laura Onofri, Domitilla Pulcini, Arianna Martini, Marco Martinoli, Riccardo Napolitano, Nicolò Tonachella, Fabrizio Capoccioni
Sturgeon farming poses an interesting decision: give priority to highly prized caviar or meat. Indeed, sturgeons are mainly reared in aquaculture to produce caviar. However, the economic profitability of a sturgeon farm also depends on the existence of a meat market. Meat is still an important product for sturgeon farmers once the stock of caviar-producing females has been established. This paper takes a case study approach and analyses how an Italian producer addresses the trade-off, adopting a methodology that measures the value of the economic productivity of production inputs, e.g., the measure of the profitability of the inputs, and compares them with the costs of the inputs and the prices of the outputs. This analysis is the first attempt, to our knowledge, to adopt an economic analysis to address this choice problem, based on a very representative case study. This helps monitor whether the farm’s production choices are economically efficient and effective and whether and how those can be improved. The results show that the farm maximizes profit but does not reach its optimal production level. This implies that both (1) producing more output and (2) a further switch to caviar production for less meat are economically efficient production strategies.
鲟鱼养殖提出了一个有趣的决定:优先考虑珍贵的鱼子酱还是肉类。事实上,养殖鲟鱼主要是为了生产鱼子酱。然而,鲟鱼养殖场的经济效益也取决于肉类市场的存在。对鲟鱼养殖户来说,一旦存栏了能生产鱼子酱的雌性鲟鱼,肉类仍然是重要的产品。本文采用案例研究的方法,分析了一家意大利生产商如何权衡利弊,采用的方法是衡量生产投入的经济生产力价值,即衡量投入的盈利能力,并将其与投入的成本和产出的价格进行比较。据我们所知,这项分析是基于一项极具代表性的案例研究,首次尝试采用经济分析方法来解决这一选择问题。这有助于监测农场的生产选择是否具有经济效益和效率,以及是否和如何改进这些选择。结果显示,该农场实现了利润最大化,但并未达到最佳生产水平。这意味着,(1) 生产更多产量和 (2) 进一步转产鱼子酱以减少肉类产量都是具有经济效益的生产策略。
{"title":"Economic Analysis of Sturgeon Farming and Caviar Production: A Case Study of an Italian Fish Farm","authors":"Laura Onofri, Domitilla Pulcini, Arianna Martini, Marco Martinoli, Riccardo Napolitano, Nicolò Tonachella, Fabrizio Capoccioni","doi":"10.3390/w16182618","DOIUrl":"https://doi.org/10.3390/w16182618","url":null,"abstract":"Sturgeon farming poses an interesting decision: give priority to highly prized caviar or meat. Indeed, sturgeons are mainly reared in aquaculture to produce caviar. However, the economic profitability of a sturgeon farm also depends on the existence of a meat market. Meat is still an important product for sturgeon farmers once the stock of caviar-producing females has been established. This paper takes a case study approach and analyses how an Italian producer addresses the trade-off, adopting a methodology that measures the value of the economic productivity of production inputs, e.g., the measure of the profitability of the inputs, and compares them with the costs of the inputs and the prices of the outputs. This analysis is the first attempt, to our knowledge, to adopt an economic analysis to address this choice problem, based on a very representative case study. This helps monitor whether the farm’s production choices are economically efficient and effective and whether and how those can be improved. The results show that the farm maximizes profit but does not reach its optimal production level. This implies that both (1) producing more output and (2) a further switch to caviar production for less meat are economically efficient production strategies.","PeriodicalId":23788,"journal":{"name":"Water","volume":"201 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Drinking Water Quality in Delta and Non-Delta Counties along the Mississippi River 密西西比河沿岸三角洲县和非三角洲县的饮用水质量
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-15 DOI: 10.3390/w16182622
Emily V. Pickering, Chunrong Jia, Abu Mohd Naser
The Mississippi Delta region has worse population health outcomes, including higher overall cardiovascular and infant mortality rates. Water quality has yet to be considered as a factor in these health disparities. The objective of this paper is to determine overall differences in basic water quality indicators, electrolytes of cardiovascular importance, trace elements, heavy metals, and radioactive ions of groundwater in delta and non-delta counties in states along the Mississippi River. Data were sourced from the major-ions dataset of the U.S. Geological Survey. We used the Wilcoxon rank sum test to determine the difference in water quality parameters. Overall, delta counties had lower total dissolved solids (TDS) (47 and 384 mg/L, p-value < 0.001), calcium (7 and 58 mg/L; p-value < 0.001), magnesium (2 and 22 mg/L; p-value < 0.001), and potassium (1.57 and 1.80 mg/L; p-value < 0.001) and higher sodium (38 mg/L and 22 mg/L; p-value < 0.001) compared to non-delta counties. Overall, there were no statistical differences in trace elements, heavy metals, and radioactive ions across delta versus non-delta counties. These results underscore the need for further epidemiological studies to understand if worse health outcomes in delta counties could be partially explained by these parameters.
密西西比河三角洲地区的人口健康状况较差,包括较高的心血管疾病和婴儿总死亡率。水质尚未被视为造成这些健康差异的因素之一。本文旨在确定密西西比河沿岸各州三角洲县和非三角洲县地下水的基本水质指标、心血管重要电解质、微量元素、重金属和放射性离子的总体差异。数据来源于美国地质调查局的主要离子数据集。我们使用 Wilcoxon 秩和检验来确定水质参数的差异。总体而言,与非三角洲地区相比,三角洲地区的总溶解固体(TDS)(47 和 384 mg/L,p 值 < 0.001)、钙(7 和 58 mg/L,p 值 < 0.001)、镁(2 和 22 mg/L,p 值 < 0.001)和钾(1.57 和 1.80 mg/L,p 值 < 0.001)较低,而钠(38 mg/L 和 22 mg/L,p 值 < 0.001)较高。总体而言,三角洲县与非三角洲县在微量元素、重金属和放射性离子方面没有统计学差异。这些结果突出表明,有必要开展进一步的流行病学研究,以了解三角洲地区较差的健康状况是否可部分归因于这些参数。
{"title":"Drinking Water Quality in Delta and Non-Delta Counties along the Mississippi River","authors":"Emily V. Pickering, Chunrong Jia, Abu Mohd Naser","doi":"10.3390/w16182622","DOIUrl":"https://doi.org/10.3390/w16182622","url":null,"abstract":"The Mississippi Delta region has worse population health outcomes, including higher overall cardiovascular and infant mortality rates. Water quality has yet to be considered as a factor in these health disparities. The objective of this paper is to determine overall differences in basic water quality indicators, electrolytes of cardiovascular importance, trace elements, heavy metals, and radioactive ions of groundwater in delta and non-delta counties in states along the Mississippi River. Data were sourced from the major-ions dataset of the U.S. Geological Survey. We used the Wilcoxon rank sum test to determine the difference in water quality parameters. Overall, delta counties had lower total dissolved solids (TDS) (47 and 384 mg/L, p-value < 0.001), calcium (7 and 58 mg/L; p-value < 0.001), magnesium (2 and 22 mg/L; p-value < 0.001), and potassium (1.57 and 1.80 mg/L; p-value < 0.001) and higher sodium (38 mg/L and 22 mg/L; p-value < 0.001) compared to non-delta counties. Overall, there were no statistical differences in trace elements, heavy metals, and radioactive ions across delta versus non-delta counties. These results underscore the need for further epidemiological studies to understand if worse health outcomes in delta counties could be partially explained by these parameters.","PeriodicalId":23788,"journal":{"name":"Water","volume":"48 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Necessity of Updating IDF Curves for the Sharjah Emirate, UAE: A Comparative Analysis of 2020 IDF Values in Light of Recent Urban Flooding (April 2024) 更新阿联酋沙迦酋长国 IDF 曲线的必要性:根据最近的城市洪水对 2020 年 IDF 值的比较分析(2024 年 4 月)
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-15 DOI: 10.3390/w16182621
Khalid B. Almheiri, Rabee Rustum, Grant Wright, Adebayo J. Adeloye
In the arid Arabian Peninsula, particularly within the United Arab Emirates (UAE), the perception of rainfall has shifted from a natural blessing to a significant challenge for infrastructure and community resilience. The unprecedented storm on 17 April 2024, exposed critical vulnerabilities in the UAE’s urban infrastructure and flood management practices, revealing substantial gaps in handling accumulated precipitation. This study addresses the necessity of updating the Intensity–Duration–Frequency (IDF) curves for the Sharjah Emirate by utilizing recent precipitation data from 2021 to April 2024, alongside previously published 2020 data. By recalibrating the IDF curves based on data from three meteorological stations, this study reveals a substantial increase in rainfall intensities across all durations and return periods. Rainfall intensities increased by an average of 36.76% in Sharjah, 26.52% in Al Dhaid, and 17.55% in Mleiha. These increases indicate a trend towards more severe and frequent rainfall events, emphasizing the urgent need to revise hydrological models and infrastructure designs to enhance flood resilience. This study contributes valuable insights for policymakers, urban planners, and disaster management authorities in the UAE and similar regions worldwide.
在干旱的阿拉伯半岛,尤其是在阿拉伯联合酋长国(阿联酋),人们对降雨的看法已经从自然的恩赐转变为对基础设施和社区抗灾能力的巨大挑战。2024 年 4 月 17 日史无前例的暴风雨暴露了阿联酋城市基础设施和洪水管理实践中的关键漏洞,揭示了在处理累积降水方面的巨大差距。本研究利用 2021 年至 2024 年 4 月的最新降水数据以及之前发布的 2020 年数据,对沙迦酋长国的降水强度-持续时间-频率 (IDF) 曲线进行了必要的更新。通过根据三个气象站的数据重新校准 IDF 曲线,本研究揭示了所有降雨持续时间和重现期的降雨强度都大幅增加。沙迦的降雨强度平均增加了 36.76%,Al Dhaid 增加了 26.52%,Mleiha 增加了 17.55%。这些增长表明,降雨事件有更加严重和频繁的趋势,因此迫切需要修改水文模型和基础设施设计,以提高抗洪能力。这项研究为阿联酋和全球类似地区的政策制定者、城市规划者和灾害管理机构提供了宝贵的见解。
{"title":"The Necessity of Updating IDF Curves for the Sharjah Emirate, UAE: A Comparative Analysis of 2020 IDF Values in Light of Recent Urban Flooding (April 2024)","authors":"Khalid B. Almheiri, Rabee Rustum, Grant Wright, Adebayo J. Adeloye","doi":"10.3390/w16182621","DOIUrl":"https://doi.org/10.3390/w16182621","url":null,"abstract":"In the arid Arabian Peninsula, particularly within the United Arab Emirates (UAE), the perception of rainfall has shifted from a natural blessing to a significant challenge for infrastructure and community resilience. The unprecedented storm on 17 April 2024, exposed critical vulnerabilities in the UAE’s urban infrastructure and flood management practices, revealing substantial gaps in handling accumulated precipitation. This study addresses the necessity of updating the Intensity–Duration–Frequency (IDF) curves for the Sharjah Emirate by utilizing recent precipitation data from 2021 to April 2024, alongside previously published 2020 data. By recalibrating the IDF curves based on data from three meteorological stations, this study reveals a substantial increase in rainfall intensities across all durations and return periods. Rainfall intensities increased by an average of 36.76% in Sharjah, 26.52% in Al Dhaid, and 17.55% in Mleiha. These increases indicate a trend towards more severe and frequent rainfall events, emphasizing the urgent need to revise hydrological models and infrastructure designs to enhance flood resilience. This study contributes valuable insights for policymakers, urban planners, and disaster management authorities in the UAE and similar regions worldwide.","PeriodicalId":23788,"journal":{"name":"Water","volume":"17 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatiotemporal Changes in the Quantity and Quality of Water in the Xiao Bei Mainstream of the Yellow River and Characteristics of Pollutant Fluxes 黄河小北干流水量和水质的时空变化及污染物通量特征
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-15 DOI: 10.3390/w16182616
Zhenzhen Yu, Xiaojuan Sun, Li Yan, Yong Li, Huijiao Jin, Shengde Yu
The Xiao Bei mainstream, located in the middle reaches of the Yellow River, plays a vital role in regulating the quality of river water. Our study leveraged 73 years of hydrological data (1951–2023) to investigate long-term runoff trends and seasonal variations in the Xiao Bei mainstream and its two key tributaries, the Wei and Fen Rivers. The results indicated a significant decline in runoff over time, with notable interannual fluctuations and an uneven distribution of runoff within the year. The Wei and Fen Rivers contributed 19.75% and 3.59% of the total runoff to the mainstream, respectively. Field monitoring was conducted at 11 locations along the investigated reach of Xiao Bei, assessing eight water quality parameters (temperature, pH, dissolved oxygen (DO), chemical oxygen demand (COD), ammonia nitrogen (NH3-N), total phosphorus (TP), permanganate index (CODMn), and 5-day biochemical oxygen demand (BOD5)). Our long-term results showed that the water quality of the Xiao Bei mainstream during the monitoring period was generally classified as Class III. Water quality parameters at the confluence points of the Wei and Fen Rivers with the Yellow River were higher compared with the mainstream. After these tributaries merged into the mainstream, local sections show increased concentrations, with the water quality parameters exhibiting spatial fluctuations. Considering the mass flux process of transmission of the quantity and quality of water, the annual NH3-N inputs from the Fen and Wei Rivers to the Yellow River accounted for 11.5% and 67.1%, respectively, and TP inputs accounted for 6.8% and 66.18%. These findings underscore the critical pollutant load from tributaries, highlighting the urgent need for effective pollution management strategies targeting these tributaries to improve the overall water quality of the Yellow River. This study sheds light on the spatiotemporal changes in runoff, water quality, and pollutant flux in the Xiao Bei mainstream and its tributaries, providing valuable insights to enhance the protection and management of the Yellow River’s water environment.
小北主流位于黄河中游,在调节河水水质方面发挥着重要作用。我们的研究利用了 73 年(1951-2023 年)的水文数据,调查了小北主流及其两条主要支流(渭河和汾河)的长期径流趋势和季节变化。结果表明,随着时间的推移,径流量明显减少,年际波动显著,年内径流分布不均。渭河和汾河的径流分别占主流径流总量的 19.75% 和 3.59%。我们在小北河调查河段的 11 个地点进行了实地监测,评估了 8 项水质参数(温度、pH 值、溶解氧、化学需氧量、氨氮、总磷、高锰酸盐指数和 5 天生化需氧量)。长期监测结果表明,监测期间小北主流水质总体为 III 类。与主流相比,渭河和汾河与黄河汇合点的水质参数较高。这些支流汇入主流后,局部断面浓度有所上升,水质参数呈现空间波动。考虑到水量和水质传输的质量通量过程,汾河和卫河每年输入黄河的 NH3-N 分别占 11.5%和 67.1%,TP 分别占 6.8%和 66.18%。这些发现强调了支流污染物负荷的重要性,突出表明迫切需要针对这些支流制定有效的污染管理策略,以改善黄河的整体水质。本研究揭示了小北主流及其支流径流、水质和污染物通量的时空变化,为加强黄河水环境的保护和管理提供了有价值的见解。
{"title":"Spatiotemporal Changes in the Quantity and Quality of Water in the Xiao Bei Mainstream of the Yellow River and Characteristics of Pollutant Fluxes","authors":"Zhenzhen Yu, Xiaojuan Sun, Li Yan, Yong Li, Huijiao Jin, Shengde Yu","doi":"10.3390/w16182616","DOIUrl":"https://doi.org/10.3390/w16182616","url":null,"abstract":"The Xiao Bei mainstream, located in the middle reaches of the Yellow River, plays a vital role in regulating the quality of river water. Our study leveraged 73 years of hydrological data (1951–2023) to investigate long-term runoff trends and seasonal variations in the Xiao Bei mainstream and its two key tributaries, the Wei and Fen Rivers. The results indicated a significant decline in runoff over time, with notable interannual fluctuations and an uneven distribution of runoff within the year. The Wei and Fen Rivers contributed 19.75% and 3.59% of the total runoff to the mainstream, respectively. Field monitoring was conducted at 11 locations along the investigated reach of Xiao Bei, assessing eight water quality parameters (temperature, pH, dissolved oxygen (DO), chemical oxygen demand (COD), ammonia nitrogen (NH3-N), total phosphorus (TP), permanganate index (CODMn), and 5-day biochemical oxygen demand (BOD5)). Our long-term results showed that the water quality of the Xiao Bei mainstream during the monitoring period was generally classified as Class III. Water quality parameters at the confluence points of the Wei and Fen Rivers with the Yellow River were higher compared with the mainstream. After these tributaries merged into the mainstream, local sections show increased concentrations, with the water quality parameters exhibiting spatial fluctuations. Considering the mass flux process of transmission of the quantity and quality of water, the annual NH3-N inputs from the Fen and Wei Rivers to the Yellow River accounted for 11.5% and 67.1%, respectively, and TP inputs accounted for 6.8% and 66.18%. These findings underscore the critical pollutant load from tributaries, highlighting the urgent need for effective pollution management strategies targeting these tributaries to improve the overall water quality of the Yellow River. This study sheds light on the spatiotemporal changes in runoff, water quality, and pollutant flux in the Xiao Bei mainstream and its tributaries, providing valuable insights to enhance the protection and management of the Yellow River’s water environment.","PeriodicalId":23788,"journal":{"name":"Water","volume":"10 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hydrodynamic Modelling in a Mediterranean Coastal Lagoon—The Case of the Stagnone Lagoon, Marsala 地中海沿海泻湖的水动力模型--马萨拉斯塔尼翁泻湖案例
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-14 DOI: 10.3390/w16182602
Emanuele Ingrassia, Carmelo Nasello, Giuseppe Ciraolo
Coastal lagoons are important wetland sites for migratory species and the local flora and fauna population. The Stagnone Lagoon is a coastal lagoon located on the west edge of Sicily between the towns of Marsala and Trapani. The area is characterized by salt-harvesting plants and several archaeological sites and is affected by microtidal excursion. Two mouths allow exchange with the open sea: one smaller and shallower in the north and one larger and deeper in the south. This study aims to understand the lagoon’s hydrodynamics, in terms of circulation and involved forces. The circulation process appears to be dominated mainly by tide excursions and wind forces. Wind velocity, water levels, and water velocity were recorded during different field campaigns in order to obtain a benchmark value. The hydrodynamic circulation has been studied with a 2DH (two-dimensional in the horizontal plane) unstructured mesh model, calibrated with data collected during the 2006 field campaign and validated with the data of the 2007 campaign. Rapid changes in averaged velocity have been found both in Vx and Vy components, showing the strong dependence on seiches. This study tries to identify the main factor that domains the evolution of the water circulation. Sensitivity analyses were conducted to estimate the correct energy transfer between the forcing factors and dissipating ones. A Gauckler–Strickler roughness coefficient between 20 and 25 m1/3/s is found to be the most representative in the lagoon. To enhance the knowledge of this peculiar lagoon, the MIKE 21 model has been used, reproducing all the external factors involved in the circulation process. Nash–Sutcliffe coefficient of efficiency (NSE) values up to 0.92 and 0.79 are reached with a Gauckler–Strickler coefficient equal to 20 m1/3/s related to water depth and the Vy velocity component. The Vx velocity component NSE has never been satisfying, showing the limits of the 2D approach in reproducing the currents induced by local morphological peculiarities. Comparing the NSE value of water depth, there is a loss of up to 70% in model predictivity capability between the southern and the northern lagoon areas. This study aims to support the local decision-makers to improve the management of the lagoon itself.
沿海泻湖是迁徙物种和当地动植物的重要湿地。斯塔尼翁泻湖是一个沿海泻湖,位于西西里岛西部边缘的马萨拉镇和特拉帕尼镇之间。该地区的特点是有采盐植物和多个考古遗址,并受到微潮汐的影响。这里有两个入海口可以与公海交换海水:一个在北部,面积较小,水位较浅;另一个在南部,面积较大,水位较深。这项研究的目的是了解环礁湖的水动力,包括环流和相关力量。环流过程似乎主要由潮汐偏移和风力主导。在不同的实地考察中记录了风速、水位和水流速度,以获得基准值。使用 2DH(水平面二维)非结构网格模型研究了水动力环流,该模型使用 2006 年实地考察收集的数据进行了校准,并使用 2007 年考察收集的数据进行了验证。发现平均速度的 Vx 和 Vy 部分都发生了快速变化,显示出对海蚀的强烈依赖性。这项研究试图找出影响水循环演变的主要因素。进行了敏感性分析,以估计强迫因素和耗散因素之间的正确能量转移。在泻湖中,高克勒-斯特里克勒(Gauckler-Strickler)粗糙度系数在 20 至 25 m1/3/s 之间最具代表性。为了加深对这一奇特泻湖的了解,使用了 MIKE 21 模型,再现了环流过程中涉及的所有外部因素。当高克勒-斯特里克勒系数等于 20 m1/3/s 时,与水深和 Vy 速度分量有关的纳什-萨特克利夫效率系数(NSE)分别达到 0.92 和 0.79。Vx 速度分量的 NSE 值从未令人满意,这表明二维方法在再现由局部形态特征引起的水流方面存在局限性。比较水深的 NSE 值,南部和北部泻湖地区的模型预测能力损失高达 70%。这项研究旨在为当地决策者提供支持,以改善环礁湖本身的管理。
{"title":"Hydrodynamic Modelling in a Mediterranean Coastal Lagoon—The Case of the Stagnone Lagoon, Marsala","authors":"Emanuele Ingrassia, Carmelo Nasello, Giuseppe Ciraolo","doi":"10.3390/w16182602","DOIUrl":"https://doi.org/10.3390/w16182602","url":null,"abstract":"Coastal lagoons are important wetland sites for migratory species and the local flora and fauna population. The Stagnone Lagoon is a coastal lagoon located on the west edge of Sicily between the towns of Marsala and Trapani. The area is characterized by salt-harvesting plants and several archaeological sites and is affected by microtidal excursion. Two mouths allow exchange with the open sea: one smaller and shallower in the north and one larger and deeper in the south. This study aims to understand the lagoon’s hydrodynamics, in terms of circulation and involved forces. The circulation process appears to be dominated mainly by tide excursions and wind forces. Wind velocity, water levels, and water velocity were recorded during different field campaigns in order to obtain a benchmark value. The hydrodynamic circulation has been studied with a 2DH (two-dimensional in the horizontal plane) unstructured mesh model, calibrated with data collected during the 2006 field campaign and validated with the data of the 2007 campaign. Rapid changes in averaged velocity have been found both in Vx and Vy components, showing the strong dependence on seiches. This study tries to identify the main factor that domains the evolution of the water circulation. Sensitivity analyses were conducted to estimate the correct energy transfer between the forcing factors and dissipating ones. A Gauckler–Strickler roughness coefficient between 20 and 25 m1/3/s is found to be the most representative in the lagoon. To enhance the knowledge of this peculiar lagoon, the MIKE 21 model has been used, reproducing all the external factors involved in the circulation process. Nash–Sutcliffe coefficient of efficiency (NSE) values up to 0.92 and 0.79 are reached with a Gauckler–Strickler coefficient equal to 20 m1/3/s related to water depth and the Vy velocity component. The Vx velocity component NSE has never been satisfying, showing the limits of the 2D approach in reproducing the currents induced by local morphological peculiarities. Comparing the NSE value of water depth, there is a loss of up to 70% in model predictivity capability between the southern and the northern lagoon areas. This study aims to support the local decision-makers to improve the management of the lagoon itself.","PeriodicalId":23788,"journal":{"name":"Water","volume":"68 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatiotemporal Dynamics and Drivers of Coastal Wetlands in Tianjin–Hebei over the Past 80 Years 过去 80 年天津-河北沿海湿地的时空动态和驱动因素
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-14 DOI: 10.3390/w16182612
Feicui Wang, Fu Wang, Ke Zhu, Peng Yang, Tiejun Wang, Yunzhuang Hu, Lijuan Ye
Coastal wetland ecosystems are critical due to their diverse ecological and economic benefits, yet they have been significantly affected by human activities over the past century. Understanding the spatiotemporal changes and underlying factors influencing these ecosystems is crucial for developing effective ecological protection and restoration strategies. This study examines the Tianjin–Hebei coastal wetlands using topographic maps from the 1940s and Landsat satellite imagery from 1975, 2000, and 2020, supplemented by historical literature and field surveys. The aim is to analyze the distribution and classification of coastal wetlands across various temporal intervals. The findings indicate an expansion of the Tianjin–Hebei coastal wetlands from 7301.34 km2 in the 1940s to 8041.73 km2 in 2020. However, natural wetlands have declined by approximately 44.36 km2/year, while constructed wetlands have increased by around 53.61 km2/year. The wetlands have also become increasingly fragmented, with higher numbers of patches and densities. The analysis of driving factors points to human activities—such as urban construction, cultivated land reclamation, sea aquaculture, and land reclamation—as the primary contributors to these changes. Furthermore, the study addresses the ecological and environmental issues stemming from wetland changes and proposes strategies for wetland conservation. This research aims to enhance the understanding among researchers and policymakers of the dynamics and drivers of coastal wetland changes, as well as the major challenges in their protection, and to serve as a foundation for developing evidence-based conservation and restoration strategies.
沿海湿地生态系统因其多样的生态和经济效益而至关重要,但在过去的一个世纪里,它们受到了人类活动的严重影响。了解影响这些生态系统的时空变化和潜在因素对于制定有效的生态保护和恢复战略至关重要。本研究利用 20 世纪 40 年代的地形图以及 1975 年、2000 年和 2020 年的 Landsat 卫星图像,辅以历史文献和实地调查,对天津-河北滨海湿地进行了研究。目的是分析不同时间间隔内滨海湿地的分布和分类。研究结果表明,天津-河北沿海湿地面积从 20 世纪 40 年代的 7301.34 平方公里扩大到 2020 年的 8041.73 平方公里。然而,自然湿地每年减少约 44.36 平方公里,而人工湿地每年增加约 53.61 平方公里。湿地也变得越来越支离破碎,斑块数量和密度都有所增加。对驱动因素的分析表明,城市建设、耕地开垦、海水养殖和填海造地等人类活动是造成这些变化的主要原因。此外,研究还探讨了湿地变化带来的生态和环境问题,并提出了湿地保护策略。这项研究旨在加深研究人员和政策制定者对沿海湿地变化的动力和驱动因素,以及湿地保护面临的主要挑战的理解,并为制定以证据为基础的保护和恢复策略奠定基础。
{"title":"Spatiotemporal Dynamics and Drivers of Coastal Wetlands in Tianjin–Hebei over the Past 80 Years","authors":"Feicui Wang, Fu Wang, Ke Zhu, Peng Yang, Tiejun Wang, Yunzhuang Hu, Lijuan Ye","doi":"10.3390/w16182612","DOIUrl":"https://doi.org/10.3390/w16182612","url":null,"abstract":"Coastal wetland ecosystems are critical due to their diverse ecological and economic benefits, yet they have been significantly affected by human activities over the past century. Understanding the spatiotemporal changes and underlying factors influencing these ecosystems is crucial for developing effective ecological protection and restoration strategies. This study examines the Tianjin–Hebei coastal wetlands using topographic maps from the 1940s and Landsat satellite imagery from 1975, 2000, and 2020, supplemented by historical literature and field surveys. The aim is to analyze the distribution and classification of coastal wetlands across various temporal intervals. The findings indicate an expansion of the Tianjin–Hebei coastal wetlands from 7301.34 km2 in the 1940s to 8041.73 km2 in 2020. However, natural wetlands have declined by approximately 44.36 km2/year, while constructed wetlands have increased by around 53.61 km2/year. The wetlands have also become increasingly fragmented, with higher numbers of patches and densities. The analysis of driving factors points to human activities—such as urban construction, cultivated land reclamation, sea aquaculture, and land reclamation—as the primary contributors to these changes. Furthermore, the study addresses the ecological and environmental issues stemming from wetland changes and proposes strategies for wetland conservation. This research aims to enhance the understanding among researchers and policymakers of the dynamics and drivers of coastal wetland changes, as well as the major challenges in their protection, and to serve as a foundation for developing evidence-based conservation and restoration strategies.","PeriodicalId":23788,"journal":{"name":"Water","volume":"16 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characteristics of Water Vapor Transport during the “7·20” Extraordinary Heavy Rain Process in Zhengzhou City Simulated by the HYSPLIT Model HYSPLIT 模型模拟的郑州市 "7-20 "特大暴雨过程的水汽输送特征
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-14 DOI: 10.3390/w16182607
Xiuzhu Sha, Jianfang Ding, Ronghao Chu, Xinxin Ma, Xingyu Li, Yao Xiao, Bo Cheng, Fan Zhang, Can Song, Shanhai Wang
Water vapor transport is an important foundation and prerequisite for the occurrence of rainstorms. Consequently, the understanding of water vapor transport as well as the sources of water vapor during rainstorm processes should be considered as essential to study the formation mechanism of rainstorms. In this study, the Hybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) model is adopted for backward tracking of water vapor transport trajectories and sources during the “7·20” extraordinary heavy rain process in Zhengzhou City of China that occurred on 20 July 2021. On this basis, the trajectory clustering method is applied to quantitatively analyze the contributions of water vapor sources, aiming to provide a basis for exploring the maintenance mechanism of this extreme rainstorm event. The spatio-temporal characteristics of this rainstorm event show that there are 4 consecutive days with the precipitation reaching or exceeding the rainstorm level across the whole Zhengzhou City, with the daily rainfall amounts at eight national meteorological stations all breaking their respective historical extreme values. The regional-averaged rainfall amount in Zhengzhou City is 527.4 mm, while the maximum accumulated rainfall amount reaches 985.2 mm at Xinmi station and the maximum hourly rainfall amount at Zhengzhou national meteorological station reaches 201.9 mm h−1. The water vapor sources for this rainfall process, ranked in descending order of contribution, are the Western Pacific, inland areas of Northwest China and South China, and South China Sea. The water vapor at lower levels is mainly transported from the Western Pacific and the South China Sea, while those from the inland areas of Northwest China and South China provide a supply of water vapor at upper levels to a certain extent. The water vapor at 950 hPa is mainly sourced from the Western Pacific and South China Sea, accounting for 56% and 44%, respectively. The water vapor at 850 hPa mainly derives from the Western Pacific and the inland areas of South China, contributing 58% and 34% of the total, respectively. The water vapor at 700 hPa mainly comes from the inland areas of Northwest China and South China Sea. Specifically, the water vapor from inland Northwest China contributes 44% of the total, acting as the primary source. The water vapor at 500 hPa is mainly transported from the inland areas of South China and Northwest China, with that from the inland South China (56%) being more prominent. The water vapor at all levels is mainly transported to the rainstorm region through the eastern and southern regions of China from the source areas. Additionally, there are some differences in the water vapor trajectories at a 6 h interval.
水汽输送是暴雨发生的重要基础和前提。因此,了解暴雨过程中的水汽输送和水汽来源对研究暴雨的形成机理至关重要。本研究采用混合单粒子拉格朗日综合轨迹(HYSPLIT)模型,对 2021 年 7 月 20 日郑州市 "7-20 "特大暴雨过程中的水汽输送轨迹和水汽源进行了反演。在此基础上,应用轨迹聚类方法定量分析水汽源的贡献,旨在为探索此次极端暴雨事件的维持机制提供依据。此次暴雨事件的时空特征显示,郑州市全境连续4天降水量达到或超过暴雨量级,8个国家级气象站日降水量均突破各自历史极值。郑州市区域平均降雨量为 527.4 毫米,新密站最大累积降雨量达 985.2 毫米,郑州国家气象站最大小时降雨量达 201.9 毫米 h-1。这次降雨过程的水汽来源从多到少依次为西太平洋、西北和华南内陆地区以及南海。低层水汽主要来自西太平洋和南海,而来自中国西北内陆地区和华南内陆地区的水汽则在一定程度上提供了高层水汽。950 hPa 的水汽主要来自西太平洋和南海,分别占 56% 和 44%。850 hPa 的水汽主要来自西太平洋和华南内陆地区,分别占总量的 58% 和 34%。700 hPa 的水汽主要来自中国西北内陆地区和南海。具体来说,来自中国西北内陆地区的水汽占总量的 44%,是主要来源。500 hPa 的水汽主要来自华南和西北内陆地区,其中华南内陆地区的水汽(56%)更为突出。各层次的水汽主要从水汽源区通过华东和华南地区输送到暴雨区。此外,间隔 6 小时的水汽轨迹也存在一些差异。
{"title":"Characteristics of Water Vapor Transport during the “7·20” Extraordinary Heavy Rain Process in Zhengzhou City Simulated by the HYSPLIT Model","authors":"Xiuzhu Sha, Jianfang Ding, Ronghao Chu, Xinxin Ma, Xingyu Li, Yao Xiao, Bo Cheng, Fan Zhang, Can Song, Shanhai Wang","doi":"10.3390/w16182607","DOIUrl":"https://doi.org/10.3390/w16182607","url":null,"abstract":"Water vapor transport is an important foundation and prerequisite for the occurrence of rainstorms. Consequently, the understanding of water vapor transport as well as the sources of water vapor during rainstorm processes should be considered as essential to study the formation mechanism of rainstorms. In this study, the Hybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) model is adopted for backward tracking of water vapor transport trajectories and sources during the “7·20” extraordinary heavy rain process in Zhengzhou City of China that occurred on 20 July 2021. On this basis, the trajectory clustering method is applied to quantitatively analyze the contributions of water vapor sources, aiming to provide a basis for exploring the maintenance mechanism of this extreme rainstorm event. The spatio-temporal characteristics of this rainstorm event show that there are 4 consecutive days with the precipitation reaching or exceeding the rainstorm level across the whole Zhengzhou City, with the daily rainfall amounts at eight national meteorological stations all breaking their respective historical extreme values. The regional-averaged rainfall amount in Zhengzhou City is 527.4 mm, while the maximum accumulated rainfall amount reaches 985.2 mm at Xinmi station and the maximum hourly rainfall amount at Zhengzhou national meteorological station reaches 201.9 mm h−1. The water vapor sources for this rainfall process, ranked in descending order of contribution, are the Western Pacific, inland areas of Northwest China and South China, and South China Sea. The water vapor at lower levels is mainly transported from the Western Pacific and the South China Sea, while those from the inland areas of Northwest China and South China provide a supply of water vapor at upper levels to a certain extent. The water vapor at 950 hPa is mainly sourced from the Western Pacific and South China Sea, accounting for 56% and 44%, respectively. The water vapor at 850 hPa mainly derives from the Western Pacific and the inland areas of South China, contributing 58% and 34% of the total, respectively. The water vapor at 700 hPa mainly comes from the inland areas of Northwest China and South China Sea. Specifically, the water vapor from inland Northwest China contributes 44% of the total, acting as the primary source. The water vapor at 500 hPa is mainly transported from the inland areas of South China and Northwest China, with that from the inland South China (56%) being more prominent. The water vapor at all levels is mainly transported to the rainstorm region through the eastern and southern regions of China from the source areas. Additionally, there are some differences in the water vapor trajectories at a 6 h interval.","PeriodicalId":23788,"journal":{"name":"Water","volume":"24 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Evapotranspiration Estimations through Multi-Source Product Fusion in the Yellow River Basin, China 通过多源产品融合加强中国黄河流域的蒸散量估算
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-14 DOI: 10.3390/w16182603
Runke Wang, Xiaoni You, Yaya Shi, Chengyong Wu
An accurate estimation of evapotranspiration (ET) is critical to understanding the water cycle in watersheds and promoting the sustainable utilization of water resources. Although there are various ET products in the Yellow River Basin, various ET products have many uncertainties due to input data, parameterization schemes, and scale conversion, resulting in significant uncertainties in regional ET data products. To reduce the uncertainty of a single product and obtain more accurate ET data, more accurate ET data can be obtained by fusing different ET data. Addressing this challenge, by calculating the uncertainty of three ET data products, namely global land surface satellite (GLASS) ET, Penman–Monteith–Leuning (PML)-V2 ET, and reliability-affordable averaging (REA) ET, the weight of each product is obtained to drive the Bayesian three-cornered Hat (BTCH) algorithm to obtain higher quality fused ET data, which are then validated at the site and basin scales, and the accuracy has significantly improved compared to a single input product. On a daily scale, the fused data’s root mean square error (RMSE) is 0.78 mm/day and 1.14 mm/day. The mean absolute error (MAE) is 0.53 mm/day and 0.84 mm/day, respectively, which has a lower RMSE and MAE than the model input data; the correlation coefficients (R) are 0.9 and 0.83, respectively. At the basin scale, the RMSE and MAE of the annual average ET of the fused data are 11.77 mm/year and 14.95 mm/year, respectively, and the correlation coefficient is 0.84. The results show that the BTCH ET fusion data are better than single-input product data. An analysis of the fused ET data on a spatiotemporal scale shows that from 2001 to 2017, the ET increased in 85.64% of the area of the Yellow River Basin. Fluctuations in ET were greater in the middle reaches of the Yellow River than in the upstream and downstream regions. The BTCH algorithm has indispensable reference value for regional ET estimation research, and the ET data after BTCH algorithm fusion have higher data quality than the original input data. The fused ET data can inform the development of management strategies for water resources in the YRB and provide a deeper understanding of the regional water supply and demand balance mechanism.
准确估算蒸散量(ET)对于了解流域水循环和促进水资源的可持续利用至关重要。虽然黄河流域有多种蒸散发产品,但由于输入数据、参数化方案、尺度转换等原因,各种蒸散发产品都存在很多不确定性,导致区域蒸散发数据产品存在很大的不确定性。为了减少单一产品的不确定性,获得更准确的蒸散发数据,可以通过融合不同的蒸散发数据来获得更准确的蒸散发数据。针对这一难题,通过计算全球陆表卫星(GLASS)ET、Penman-Monteith-Leuning(PML)-V2 ET 和可靠性-可负担性平均(REA)ET 三种 ET 数据产品的不确定性,得到每种产品的权重,从而驱动贝叶斯三角帽(BTCH)算法,得到更高质量的融合 ET 数据,然后在站点和流域尺度上进行验证,与单一输入产品相比,精度有了显著提高。在日尺度上,融合数据的均方根误差(RMSE)分别为 0.78 毫米/天和 1.14 毫米/天。平均绝对误差(MAE)分别为 0.53 毫米/天和 0.84 毫米/天,RMSE 和 MAE 均低于模式输入数据;相关系数(R)分别为 0.9 和 0.83。在流域尺度上,融合数据的年平均蒸散发均方根误差和均方根误差分别为 11.77 毫米/年和 14.95 毫米/年,相关系数为 0.84。结果表明,BTCH ET 融合数据优于单一输入产品数据。对融合后的蒸散发数据进行时空尺度分析表明,2001-2017 年,黄河流域 85.64%的区域蒸散发增加。黄河中游地区的蒸散发波动大于上下游地区。BTCH算法对区域蒸散发估算研究具有不可或缺的参考价值,BTCH算法融合后的蒸散发数据比原始输入数据具有更高的数据质量。融合后的蒸散发数据可为制定长江流域水资源管理策略提供依据,并加深对区域水资源供需平衡机制的理解。
{"title":"Enhancing Evapotranspiration Estimations through Multi-Source Product Fusion in the Yellow River Basin, China","authors":"Runke Wang, Xiaoni You, Yaya Shi, Chengyong Wu","doi":"10.3390/w16182603","DOIUrl":"https://doi.org/10.3390/w16182603","url":null,"abstract":"An accurate estimation of evapotranspiration (ET) is critical to understanding the water cycle in watersheds and promoting the sustainable utilization of water resources. Although there are various ET products in the Yellow River Basin, various ET products have many uncertainties due to input data, parameterization schemes, and scale conversion, resulting in significant uncertainties in regional ET data products. To reduce the uncertainty of a single product and obtain more accurate ET data, more accurate ET data can be obtained by fusing different ET data. Addressing this challenge, by calculating the uncertainty of three ET data products, namely global land surface satellite (GLASS) ET, Penman–Monteith–Leuning (PML)-V2 ET, and reliability-affordable averaging (REA) ET, the weight of each product is obtained to drive the Bayesian three-cornered Hat (BTCH) algorithm to obtain higher quality fused ET data, which are then validated at the site and basin scales, and the accuracy has significantly improved compared to a single input product. On a daily scale, the fused data’s root mean square error (RMSE) is 0.78 mm/day and 1.14 mm/day. The mean absolute error (MAE) is 0.53 mm/day and 0.84 mm/day, respectively, which has a lower RMSE and MAE than the model input data; the correlation coefficients (R) are 0.9 and 0.83, respectively. At the basin scale, the RMSE and MAE of the annual average ET of the fused data are 11.77 mm/year and 14.95 mm/year, respectively, and the correlation coefficient is 0.84. The results show that the BTCH ET fusion data are better than single-input product data. An analysis of the fused ET data on a spatiotemporal scale shows that from 2001 to 2017, the ET increased in 85.64% of the area of the Yellow River Basin. Fluctuations in ET were greater in the middle reaches of the Yellow River than in the upstream and downstream regions. The BTCH algorithm has indispensable reference value for regional ET estimation research, and the ET data after BTCH algorithm fusion have higher data quality than the original input data. The fused ET data can inform the development of management strategies for water resources in the YRB and provide a deeper understanding of the regional water supply and demand balance mechanism.","PeriodicalId":23788,"journal":{"name":"Water","volume":"42 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Chemical Fractions and Magnetic Simulation Based on Machine Learning for Trace Metals in a Sedimentary Column of Lake Taihu 基于机器学习的太湖沉积柱中痕量金属化学组分和磁性模拟
IF 3.4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-14 DOI: 10.3390/w16182604
Hui Xiao, Tong Ke, Liming Chen, Dehu Li, Wanru Yang, Xin Qian, Long Chen, Ligang Deng, Huiming Li
In this study, the chemical fractions (CFs) of trace metal (TMs) and multiple magnetic parameters were analysed in the sedimentary column from the centre of Lake Taihu. The sedimentary column, measuring 53 cm in length, was dated using 210Pb and 137Cs to be 124 years old. Surface layers of the column were found to contain significantly higher concentrations of Cd, Co, Cu, Pb, Sb, Ti, and Zn than the middle and bottom layers. The sedimentary core contained a substantial amount of ferrimagnetic minerals. Most of the TMs were present in the residual state, except for Mn and Pb. The chemical fractions of Cd exhibited the most significant variation with depth. The pollution load index (PLI) indicated moderate TMs pollution levels in the region, whereas the risk assessment code (RAC) classified Mn as being heavily polluted. Multiple linear regression (MLR) and random forest (RF), support vector machine (SVM), and XGBoost (1.7.7.1) machine learning models were used to simulate the RAC and total concentration of TMs, using physical and chemical indicators and magnetic parameters of the sediments as input variables. The MLR model outperformed RF, SVM, and XGBoost in simulating the CFs and total concentrations of most TMs in the sedimentary column, with R2 up to 0.668 and 0.87. The SHapley Additive exPlanations (SHAP) method reveals that χarm/χ is the dominant factor influencing the RAC of As in the XGBoost models. For the RAC of Co and Cu in RF models, C% and N% exhibit greater contributions.
本研究分析了太湖中心沉积柱中痕量金属(TMs)的化学组分(CFs)和多个磁性参数。根据 210Pb 和 137Cs 测定,沉积柱长度为 53 厘米,距今 124 年。研究发现,沉积柱表层的镉、钴、铜、铅、锑、钛和锌含量明显高于中层和底层。沉积岩芯含有大量铁磁性矿物。除了锰和铅之外,大多数铁磁性矿物都以残余状态存在。镉的化学组分随深度的变化最为显著。污染负荷指数(PLI)表明该地区的 TMs 污染程度为中度,而风险评估代码(RAC)则将锰列为重度污染。采用多元线性回归(MLR)、随机森林(RF)、支持向量机(SVM)和 XGBoost(1.7.7.1)机器学习模型,以沉积物的理化指标和磁性参数为输入变量,模拟 RAC 和锰的总浓度。在模拟沉积柱中大多数 TMs 的 CFs 和总浓度方面,MLR 模型优于 RF、SVM 和 XGBoost,R2 分别高达 0.668 和 0.87。SHapley Additive exPlanations(SHAP)方法表明,在 XGBoost 模型中,χarm/χ 是影响 As RAC 的主要因素。对于射频模型中 Co 和 Cu 的 RAC,C% 和 N% 的贡献更大。
{"title":"Chemical Fractions and Magnetic Simulation Based on Machine Learning for Trace Metals in a Sedimentary Column of Lake Taihu","authors":"Hui Xiao, Tong Ke, Liming Chen, Dehu Li, Wanru Yang, Xin Qian, Long Chen, Ligang Deng, Huiming Li","doi":"10.3390/w16182604","DOIUrl":"https://doi.org/10.3390/w16182604","url":null,"abstract":"In this study, the chemical fractions (CFs) of trace metal (TMs) and multiple magnetic parameters were analysed in the sedimentary column from the centre of Lake Taihu. The sedimentary column, measuring 53 cm in length, was dated using 210Pb and 137Cs to be 124 years old. Surface layers of the column were found to contain significantly higher concentrations of Cd, Co, Cu, Pb, Sb, Ti, and Zn than the middle and bottom layers. The sedimentary core contained a substantial amount of ferrimagnetic minerals. Most of the TMs were present in the residual state, except for Mn and Pb. The chemical fractions of Cd exhibited the most significant variation with depth. The pollution load index (PLI) indicated moderate TMs pollution levels in the region, whereas the risk assessment code (RAC) classified Mn as being heavily polluted. Multiple linear regression (MLR) and random forest (RF), support vector machine (SVM), and XGBoost (1.7.7.1) machine learning models were used to simulate the RAC and total concentration of TMs, using physical and chemical indicators and magnetic parameters of the sediments as input variables. The MLR model outperformed RF, SVM, and XGBoost in simulating the CFs and total concentrations of most TMs in the sedimentary column, with R2 up to 0.668 and 0.87. The SHapley Additive exPlanations (SHAP) method reveals that χarm/χ is the dominant factor influencing the RAC of As in the XGBoost models. For the RAC of Co and Cu in RF models, C% and N% exhibit greater contributions.","PeriodicalId":23788,"journal":{"name":"Water","volume":"15 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142254757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Water
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1