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Utilizing a Two-Stage Constructed Wetland With Floating Plant Mats for Removing Phosphorus From Agricultural Drainage in Michigan 利用两级人工湿地与漂浮植物垫去除密歇根州农业排水中的磷
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-31 DOI: 10.1111/1752-1688.70048
Alaina Nunn, Lois Wolfson, Dawn Dechand, Cole Kelley, Quinton Merrill, John Day, Kasey A. Matusik, Jeremiah Asher

A two-stage constructed floating wetland with a 0.7% ratio of wetland to drainage area was studied for removing phosphorus from subsurface agricultural drainage. This system consisted of two stages, the first being a floating wetland containing Scirpus atrovirens, Carex vulpinoidea, Juncus effusus, Ranunculus hispidus, and Acorus americanus, and the second containing a filter media of pea stone. It was found that total phosphorus (TP) in plant tissues was not statistically different across macrophyte species; however, total biomass did differ. Therefore, to obtain maximum TP removal, plant shoots should be removed when they reach their maximum biomass. Scirpus had the highest average dry mass (17.1 g) and average TP shoot mass and was significantly greater than the other species examined. Total P removal by plant shoots ranged between 0.89% and 19.3% of the soluble reactive phosphorus (SRP) entering the wetland, depending on the year. The average annual SRP and total phosphorus reductions from discharge entering and exiting the system equated to 65 and 36%, respectively. Additionally, the average SRP concentration across all 3 years during the growing season was reduced from 0.087 mg/L to 0.029 mg/L, and TP was reduced from 0.168 mg/L to 0.068 mg/L, keeping both SRP and TP effluent concentrations below maximum concentrations recommended for flowing waters to minimize eutrophication and harmful algal blooms.

采用湿地与排水面积比例为0.7%的两级人工浮式湿地对农业地下排水中的磷进行了去除研究。该系统由两个阶段组成,第一个阶段是一个漂浮的湿地,其中包括山菖蒲、毛菖蒲、积液菖蒲、毛茛和美洲菖蒲,第二个阶段含有豌豆石的过滤介质。结果表明,植物组织中总磷(TP)在不同植物种间差异无统计学意义;然而,总生物量确实不同。因此,为了获得最大的TP去除量,应在植物枝条达到最大生物量时进行去除。山楂的平均干质量和平均茎部质量最高(17.1 g),显著大于其他树种。植物芽对总磷的去除率在进入湿地的可溶性活性磷(SRP)的0.89% ~ 19.3%之间,随年份的不同而不同。平均每年SRP和总磷从排放进入和退出系统分别相当于65%和36%。此外,生长季3年的平均SRP浓度从0.087 mg/L降至0.029 mg/L, TP从0.168 mg/L降至0.068 mg/L,使SRP和TP出水浓度均低于水体富营养化和有害藻华的最大推荐浓度。
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引用次数: 0
Flood Response to Complex Underlying Surface Changes in the Urbanized Plain River Network Regions 城市化平原河网区复杂下垫面变化的洪水响应
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-31 DOI: 10.1111/1752-1688.70060
Yuefeng Wang, Zhongying Xiao, Hanhan Wu, Youpeng Xu

Floods, one of the most frequent natural disasters in urbanized plain river network regions, have been significantly altered by complex underlying surface changes. However, quantitative assessments of flood responses to various underlying surface factors at the event scale remain limited. This study examines the Changzhou Plain as a case study, analyzing changes in underlying surfaces (land use, river systems, and hydraulic structures) over the past 40 years and evaluating their impacts on flood processes using a coupled flood model. Both the coefficient of determination (R2) and the Nash–Sutcliffe efficiency (NSE) exceeded 0.90 during calibration and validation for the coupled flood model. Significant underlying surface changes, mainly including a 172.07% increase in urban land, a 67.63% decrease in agricultural land, a 7.55% reduction in river density (Rd), and an increase in hydraulic structures to 917. Hydraulic structure operations had a more substantial influence on both the magnitude and spatial distribution of floods compared to land use and river system changes, with their effects intensifying as flood magnitudes increased. These findings enhance the understanding of the impact mechanisms of complex underlying surface changes on flood processes and provide valuable guidance for future flood management.

洪涝灾害是城市化平原河网地区最常见的自然灾害之一,复杂的下垫面变化使其发生了显著变化。然而,在事件尺度上对各种下垫面因子的洪水响应的定量评估仍然有限。本研究以常州平原为例,分析了近40年来下垫面(土地利用、水系和水工结构)的变化,并利用耦合洪水模型评估了它们对洪水过程的影响。在耦合洪水模型的标定和验证过程中,决定系数(R2)和Nash-Sutcliffe效率(NSE)均超过0.90。下垫面变化显著,主要表现为城市用地增加172.07%,农业用地减少67.63%,河流密度(Rd)减少7.55%,水工构筑物增加917个。与土地利用和水系变化相比,水工构筑物运行对洪水震级和空间分布的影响更为显著,且随洪水震级的增加而增强。这些发现增强了对复杂下垫面变化对洪水过程影响机制的认识,并为未来的洪水管理提供了有价值的指导。
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引用次数: 0
Perceptions of Drinking Water and Safety: A Public Survey of U.S. Residents 对饮用水和安全的看法:美国居民的一项公众调查
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-28 DOI: 10.1111/1752-1688.70059
Karissa Palmer, T. Allen Berthold, Audrey McCrary, Stephanie deVilleneuve, Michael Schramm, Holli R. Leggette

There is an increasing need for safe drinking water. Yet, public perceptions of drinking water providers are not always positive. Incidents like those in Flint, Michigan, and Jackson, Mississippi, contribute to mistrust and poor perceptions of public water providers. To better understand public perceptions, we conducted an exploratory survey with 1100 respondents using online Qualtrics panels, guided by five research questions. First, we explored public perceptions of drinking water safety. Most respondents used municipal water and generally trusted their source although many reported problems such as odd smells, tastes, or hardness. Second, we examined trust in entities involved in drinking water management. Water utilities were the most trusted, followed by local and state governments. Respondents also believed these groups were responsible for ensuring water safety. Third, we analyzed water problems respondents had experienced, which included odd tastes, smells, and hardness. Fourth, we identified concerns about contamination sources with pesticides, industrial chemicals, pathogens, and heavy metals ranking highest. Fifth, we explored sources of information, finding respondents relied primarily on water providers, social media, and word-of-mouth. Our findings emphasize the need for educational programs and transparent communication about drinking water safety, particularly targeting groups with higher distrust (e.g., women, non-whites, renters).

对安全饮用水的需求日益增加。然而,公众对饮用水供应商的看法并不总是积极的。像密歇根州弗林特和密西西比州杰克逊这样的事件,助长了人们对公共供水商的不信任和不良看法。为了更好地了解公众的看法,我们使用在线Qualtrics面板对1100名受访者进行了探索性调查,并以五个研究问题为指导。首先,我们调查了公众对饮用水安全的看法。大多数受访者使用市政供水,通常相信他们的来源,尽管许多人报告了诸如奇怪的气味、味道或硬度等问题。其次,我们检查了对参与饮用水管理的实体的信任。自来水公司是最受信任的,其次是地方和州政府。受访者还认为,这些组织有责任确保水安全。第三,我们分析了受访者所经历的水问题,包括奇怪的味道,气味和硬度。四是明确农药、工业化学品、病原体、重金属等污染源关注度最高。第五,我们探索了信息来源,发现受访者主要依赖于供水商、社交媒体和口口相传。我们的研究结果强调了对饮用水安全的教育计划和透明沟通的必要性,特别是针对高度不信任的群体(如女性、非白人、租房者)。
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引用次数: 0
Quantifying the Role of Agricultural Management Practices on Erosion and Runoff in Minnesota Under Future Climate Scenarios 量化未来气候情景下明尼苏达州农业管理实践对侵蚀和径流的作用
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-27 DOI: 10.1111/1752-1688.70058
Garner J. Kohrell, Eduardo Luquin, Brian Gelder, David J. Mulla

There is still uncertainty about how agricultural watersheds will respond to changing future climate. This modeling study aims to evaluate different agricultural strategies for reducing runoff and hillslope soil losses in two Minnesota watersheds. The Water Erosion Prediction Project (WEPP) model was implemented to simulate various strategies and adoption rates of cover crops, reduced tillage systems, and perennial crops across the watersheds. Daily weather was simulated for 1965–2019, 2020–2059, and 2060–2099 in CLImate GENerator (CLIGEN) using climate projections from two Coupled Model Intercomparison Project Phase 5 models and three relative concentration pathway (RCP) emission scenarios. Results indicate that the modeled future scenarios will maintain or slightly decrease both runoff and hillslope soil losses in the two simulated watersheds, while steeper agricultural fields will remain at high risk based on the modeled unsustainable erosion rates. Among the agricultural strategies analyzed, the study revealed that integrating perennials into 50%–70% of fields decreased future watershed runoff by 2%–5% and hillslope soil losses by 24%–46%. Reduced tillage also proved substantial reductions in contrast to the negligible effects observed with cover crops. Given the uncertainty in future climate, further research is warranted to expand this type of scenario analysis to other parts of Minnesota and the Midwest USA, helping build better climate resilience into cropping systems.

农业流域将如何应对未来气候变化仍存在不确定性。该模型研究旨在评估明尼苏达州两个流域减少径流和山坡土壤流失的不同农业策略。采用水侵蚀预测项目(WEPP)模型,模拟流域覆盖作物、免耕制度和多年生作物的不同策略和采用率。利用两个耦合模式比对项目第5阶段模式和三个相对浓度路径(RCP)排放情景的气候预估,在CLImate GENerator (CLIGEN)中模拟了1965-2019年、2020-2059年和2060-2099年的日天气。结果表明,模拟的未来情景将维持或略微减少两个模拟流域的径流和山坡土壤损失,而根据模拟的不可持续侵蚀率,陡峭的农田仍将处于高风险状态。在分析的农业策略中,研究表明,将多年生植物整合到50%-70%的农田中,未来流域径流减少2%-5%,山坡土壤流失量减少24%-46%。与覆盖作物所观察到的微不足道的影响相比,减少耕作也证明了大量减少。考虑到未来气候的不确定性,有必要进一步研究将这种情景分析扩展到明尼苏达州和美国中西部的其他地区,帮助建立更好的气候适应能力的种植系统。
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引用次数: 0
Inferring Trends and Temperature Sensitivities Using Regression-Based Unimpaired Runoff to San Francisco Estuary, 1872–2022 1872-2022年基于回归的旧金山河口未受损径流趋势和温度敏感性分析
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-24 DOI: 10.1111/1752-1688.70057
Yuchuan Lai, Paul H. Hutton, Sujoy B. Roy

Changes in snowmelt and stream runoff timing due to warming temperatures are a concern for water managers. This study analyzed runoff estimates from 10 Sierra Nevada watersheds upstream of California's San Francisco Estuary (1872–2022) to examine trends and temperature sensitivities. Monthly runoff time series, reconstructed using a multivariate regression model with temperature and precipitation data, revealed high variability with multi-year wet and dry periods. While no statistically significant annual runoff trends were detected over the entire period, nine of 10 watersheds showed significant decreases in April–July runoff fractions. Breakpoints in the mid-20th century indicated stationary fractions of April–July runoff followed by declining fractions in six watersheds, with the sharpest reductions occurring in the last decade. Sensitivity analysis linked warming to earlier runoff timing and modest reductions in annual runoff volumes, though interannual precipitation variability masked the impacts. We estimate a 3.7% decrease in total annual flow per oC of warming in the historical record, the effects of which may become more consequential under future warmer periods and during drought conditions. This work confirms previous findings of earlier runoff from snow-fed watersheds in western North America in recent decades; importantly, it highlights the stationarity in this quantity from the late 19th century to mid-20th century before significant warming trends emerged.

由于气温变暖,融雪和溪流径流时间的变化是水资源管理者关注的问题。本研究分析了加州旧金山河口上游的10个内华达山脉流域(1872-2022)的径流估计,以检查趋势和温度敏感性。利用温度和降水数据的多元回归模型重建的月径流时间序列显示出多年干湿期的高变异性。虽然在整个期间没有检测到具有统计意义的年径流趋势,但10个流域中有9个在4月至7月的径流分量中显示出显著的减少。20世纪中期的断点表明,6个流域4 - 7月径流的稳定部分随后下降,在过去十年中减少幅度最大。敏感性分析将变暖与径流时间提前和年径流量的适度减少联系起来,尽管年际降水变率掩盖了这些影响。我们估计,在历史记录中,每摄氏度变暖的年总流量减少了3.7%,其影响可能在未来变暖期和干旱条件下变得更加严重。这项工作证实了近几十年来北美西部雪源流域早期径流的发现;重要的是,它强调了从19世纪末到20世纪中期显著变暖趋势出现之前这一数量的平稳性。
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引用次数: 0
Assessing the Long-Term Trends and Impacts of Water Resource System Resilience in the Yangtze River Basin 长江流域水资源系统恢复力的长期趋势及影响评价
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-16 DOI: 10.1111/1752-1688.70053
Mengge Lu, Huaiwei Sun, Jie Xue, Fulong Chen, Leying Fu, Siyue Li, Hui Qin, Wenxin Zhang

Resilience is a critical issue for water resource systems. Over the past few decades, these systems have been significantly disrupted by natural disasters and human activities, resulting in substantial economic losses. This study develops a resilience evaluation framework based on a comprehensive literature review and applies it to assess the resilience of the Yangtze River Basin (YRB). The results reveal a significant improvement in the basin's water resources resilience from 2010 to 2023, particularly in the upper and middle reaches. However, the overall resilience level remained below 0.6, indicating moderate resilience. While hydraulic infrastructure improved resilience in the upper and middle sections during dry seasons, it had adverse effects on downstream areas. Economic factors were identified as key contributors to resilience gaps, underscoring their importance in ensuring sustainable water resource management. Critical factors influencing resilience included total water resources, the number of large and medium-sized reservoirs, and urban storage capacity. These findings offer valuable insights for developing targeted strategies and policies to enhance water resource resilience in the YRB.

恢复力是水资源系统的一个关键问题。在过去的几十年里,这些系统受到自然灾害和人类活动的严重破坏,造成了巨大的经济损失。在文献综述的基础上,构建了长江流域恢复力评价框架,并将其应用于长江流域恢复力评价。结果表明,2010 - 2023年,流域水资源恢复力显著提高,尤其是中上游。然而,整体弹性水平仍低于0.6,表明弹性中等。虽然水力基础设施在旱季提高了上游和中游的恢复能力,但对下游地区产生了不利影响。经济因素被确定为造成复原力差距的关键因素,强调了它们在确保可持续水资源管理方面的重要性。影响弹性的关键因素包括水资源总量、大中型水库数量和城市库容。这些发现为制定有针对性的战略和政策以增强长江三角洲的水资源复原力提供了宝贵的见解。
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引用次数: 0
Innovative Source Tracking of Groundwater Contamination: PMF – Geostatistics Fusion in Human-Dominated Regions 地下水污染源的创新追踪:PMF -地质统计融合在人类主导地区
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-14 DOI: 10.1111/1752-1688.70055
Yue Wei, Shuaishuai Gou, Guangming Cao, Hongling Ren, Jianbo Yin, Qianqian Zhang

Accurate identification of groundwater contamination sources is crucial for effective water pollution prevention, yet precise quantitative methods remain limited. This study investigates the sources of groundwater contamination in the Hutuo River area, a region heavily influenced by human activities, using hydrochemical analysis, the positive matrix factorization (PMF) model, and geostatistical methods. The findings reveal that the groundwater is slightly alkaline, with total hardness (TH) and nitrate (NO3) concentrations exceeding standards at rates of 81.5%–85.2% and 44.4%–59.3%, respectively, indicating significant human impact. Based on hydrochemical methods, it has been identified that SO42− in groundwater primarily originates from the dissolution of gypsum, while Ca2+ and Mg2+ mainly come from the dissolution of carbonates. NO3 is predominantly sourced from fertilizers and sewage. The PMF model identifies industrial wastewater, domestic sewage, water−rock interactions, and nonpoint source pollution as the primary sources. Domestic and industrial sewage contribute 44.1%, 34.9%, and 28.3% to groundwater pollution during the dry, flood, and normal water seasons, respectively, while industrial sewage contributes 24.1%, 19.2%, and 20.9%. Our research findings provided a scientific basis for preventing the deterioration of groundwater quality and protecting the ecological environment in areas strongly affected by human activities.

准确识别地下水污染源对有效防治水污染至关重要,但精确的定量方法仍然有限。采用水化学分析、正矩阵分解(PMF)模型和地统计学方法,对人类活动影响较大的滹沱河流域地下水污染源进行了研究。结果表明:地下水呈微碱性,总硬度(TH)超标率为81.5% ~ 85.2%,硝态氮(NO3−)超标率为44.4% ~ 59.3%,人为影响显著;基于水化学方法,确定了地下水中SO42−主要来源于石膏的溶解,而Ca2+和Mg2+主要来源于碳酸盐的溶解。NO3−主要来自肥料和污水。PMF模型将工业废水、生活污水、水-岩相互作用和非点源污染确定为主要污染源。在枯水期、汛期和常水期,生活污水和工业污水对地下水污染的贡献率分别为44.1%、34.9%和28.3%,工业污水对地下水污染的贡献率分别为24.1%、19.2%和20.9%。研究结果为预防人类活动严重影响地区地下水水质恶化和保护生态环境提供了科学依据。
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引用次数: 0
Study on the Characteristics and Propagation Law of Hydrological Agricultural Drought in Henan Yellow River Water Supply Area 河南黄河供水区水文农业干旱特征及传播规律研究
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-05 DOI: 10.1111/1752-1688.70051
Weihao Wang, Fang Wan, Yu Wang, Mingran Li, Zhongpei Liu, Yuze Kang

To relieve droughts and supply demand imbalances in Henan Yellow River water supply area and improve water security, this study focuses on the drought evolution characteristics at different times and spaces. Standardized runoff index (SRI) and standardized soil moisture index (SSMI) were selected to characterize hydrological and agricultural drought. Based on Arc GIS and Mann–Kendall trend test method, this study revealed the temporal and spatial variation characteristics of drought trend at the hydrological and agricultural levels. The Gray Relational Analysis method is used to analyze the correlation degree between SRI and SSMI at different scales. The Pearson correlation coefficient and sliding window method are used to assess the correlation between multi scale SRI and monthly scale SSMI sequences and the seasonal changes in drought propagation time. The results of the study demonstrate that: (1) Hydrological drought in Henan Yellow River water supply area is generally moderate or severe in spring and winter, it is mainly mild or nonexistent in summer and autumn; (2) Agricultural drought of mild severity or above is primarily concentrated in the central-eastern regions; (3) The overall drought propagation time from hydrological to agricultural drought is 6 months. The optimal drought propagation times for the four seasons are 2, 1, 2, and 4 months. This study enabling early implementation of drought emergency prevention and control measures.

为缓解河南黄河供水区干旱和供需失衡,提高水安全水平,研究了不同时间和空间的干旱演变特征。选择标准化径流指数(SRI)和标准化土壤水分指数(SSMI)表征水文和农业干旱。基于Arc GIS和Mann-Kendall趋势检验方法,从水文和农业两个层面揭示了干旱趋势的时空变化特征。采用灰色关联分析方法,分析不同尺度下SRI与SSMI之间的关联度。利用Pearson相关系数和滑动窗口法评估了多尺度SRI和月尺度SSMI序列与干旱传播时间季节变化的相关性。研究结果表明:(1)河南黄河供水区春冬季水文干旱总体为中度或重度,夏秋季以轻度或不存在为主;②轻度及以上农业干旱主要集中在中东部地区;(3)从水文到农业干旱的总体干旱传播时间为6个月。四季最适干旱繁殖期分别为2、1、2、4个月。这一研究有助于及早实施干旱应急防治措施。
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引用次数: 0
Representation of Small Temporal and Spatial Changes in Rainfall Conditions by Analytical Probabilistic Stormwater Models 用分析概率暴雨模式表示降雨条件的小时空变化
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-02 DOI: 10.1111/1752-1688.70049
Yanan Pang, Yiping Guo

A set of analytical equations has been derived to directly quantify the average hydrologic performance of low-impact development facilities such as bioretention cells and green roofs. These analytical equations, collectively referred to as the analytical probabilistic stormwater models (APSWMs), have been previously validated for representing regional rainfall conditions for regions across the US using selected example locations. This study evaluates APSWMs' capability to accurately represent small temporal changes in rainfall conditions at the same locations and small spatial changes in rainfall conditions between nearby locations. Results from the US EPA's Stormwater Management Model (SWMM), a continuous simulation tool representing rainfall conditions using long-term observed series, are used as the basis for comparisons. For the 176 hypothetical cases of bioretention cells and 208 cases of green roofs, the temporal performance differences between early and recent periods as determined by APSWM and SWMM were within ±0.03 for green roofs and up to ±0.08 for bioretention cells, while the spatial performance differences between paired locations averaged about 3% in relative terms. These results demonstrate that APSWM is capable of consistently and accurately representing the small spatial and temporal rainfall-condition changes. They also provide additional evidence of APSWMs' reliability and support jurisdictions to use APSWMs in the planning and design of LID facilities.

我们推导出一套解析方程,直接量化低影响发展设施(如生物滞留细胞和绿色屋顶)的平均水文性能。这些分析方程,统称为分析概率暴雨模型(APSWMs),以前已经通过选定的示例地点验证了美国各地的区域降雨条件。本研究评估了APSWMs准确反映同一地点降雨条件的小时间变化和附近地点之间降雨条件的小空间变化的能力。美国环保署的雨水管理模型(SWMM)是一种使用长期观测序列代表降雨条件的连续模拟工具,其结果被用作比较的基础。对于176个假设的生物保留细胞和208个假设的绿色屋顶,APSWM和SWMM确定的早期和近期的时间性能差异在绿色屋顶的±0.03以内,生物保留细胞的±0.08以内,而配对位置之间的空间性能差异相对平均约为3%。这些结果表明,APSWM能够一致、准确地反映小时空降雨条件的变化。它们还提供了APSWMs可靠性的额外证据,并支持司法管辖区在LID设施的规划和设计中使用APSWMs。
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引用次数: 0
Assessment of Flood Damage Costs for Different Storm Surge, Climate Change, and Drainage Scenarios in Busan, South Korea 韩国釜山不同风暴潮、气候变化和排水情景下的洪水损失评估
IF 2.2 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-02 DOI: 10.1111/1752-1688.70052
Seoyoung Shin, Jieun Kim, Daeryong Park, Taesoon Kang, Kichul Jung

Sea level rise and storm surges resulting from climate change are expected to increase the frequency and intensity of floods. Aging and/or inefficient drainage systems can significantly exacerbate flood damage. Effective flood defense policies must categorize flood damage and provide a detailed assessment of each contributing factor. In this study, we evaluated the cost of flood damage in Busan—the second most populous city on the coast of South Korea. Flood damage costs were analyzed based on an object-based approach across 10 scenarios, which accounted for variations in storm surge frequency, climate change impacts, and drainage efficiency. Flood damage costs for four categories, namely buildings, agriculture, human casualties, and vehicles, were examined across different administrative regions. Results reveal that flood damage costs increase with higher storm surge frequencies and climate change effects, while reduced drainage efficiency further amplifies these costs. Given that damage costs are predominantly concentrated in coastal areas, future data-based flood defense policies should be developed to reflect the specific vulnerabilities and damage patterns of each administrative region.

气候变化导致的海平面上升和风暴潮预计会增加洪水发生的频率和强度。老化和/或低效的排水系统会大大加剧洪水的破坏。有效的防洪政策必须对洪涝灾害进行分类,并对每个造成洪涝灾害的因素进行详细评估。在本研究中,我们评估了釜山(韩国沿海人口第二多的城市)的洪水损失成本。基于对象的方法分析了10种情景下的洪水损失成本,这些情景考虑了风暴潮频率、气候变化影响和排水效率的变化。洪水对建筑物、农业、人员伤亡和车辆等四类造成的损失进行了调查,涉及不同的行政区域。结果表明,随着风暴潮频率的增加和气候变化的影响,洪涝灾害成本增加,而排水效率的降低进一步放大了这些成本。鉴于损失成本主要集中在沿海地区,未来应制定基于数据的防洪政策,以反映每个行政区域的具体脆弱性和损害模式。
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引用次数: 0
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