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Effect of Managing Tributary Flows on Flood Risk in Transitional Low-Gradient River Systems 过渡性低梯度水系支流流量管理对洪水风险的影响
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-07-03 DOI: 10.1111/jfr3.70094
Mohamed S. Awaad, Emad H. Habib, Haitham A. Saad

Flooding in low-gradient river systems, particularly, within inland-to-coastal transitional settings, poses significant risks to both human and natural systems due to complex flow dynamics and the convergence of riverine, tidal, and storm-driven flooding regimes. Effective flood management strategies in these settings require a careful consideration of the interactions between tributary flows and the main river, as the synchronization of peak flows can intensify flood severity. Using a counterfactual hydrodynamic modeling approach, this study investigates how modifications to magnitudes and timings of tributary inflows, as part of practical flood mitigation interventions, influence flood dynamics and overall flood risk along the Vermilion River in south Louisiana, USA—a representative a case study. Simulations of various tributary desynchronization scenarios showed that, while managing individual tributary flows can lower water levels in the main river, simultaneous manipulation of multiple tributaries can introduce added complexities, since poorly timed tributary interactions could diminish the intended flood mitigation benefits. The analysis also revealed that alterations to tributary hydrographs can modify existing flow exchanges between the river and interconnected large natural storage systems, such as swamps, highlighting the importance of comprehensive flood management strategies that consider different flood dynamics in low-gradient river systems. Overall, this study offers actionable insights for optimizing flood management strategies in similar systems worldwide, where intricate interdependencies among tributaries, natural storage features, and main rivers can influence flood mitigation outcomes.

低梯度河流系统的洪水,特别是内陆向沿海过渡地区的洪水,由于复杂的流动动力学和河流、潮汐和风暴驱动的洪水制度的汇合,对人类和自然系统构成了重大风险。在这些情况下,有效的洪水管理策略需要仔细考虑支流流量和主河之间的相互作用,因为峰值流量的同步会加剧洪水的严重程度。本研究采用反事实水动力学建模方法,研究了作为实际防洪干预措施的一部分,支流流入的震级和时间变化如何影响美国路易斯安那州南部朱米利恩河沿岸的洪水动态和整体洪水风险——一个具有代表性的案例研究。对各种支流不同步情景的模拟表明,虽然管理单个支流流量可以降低主河的水位,但同时操纵多个支流可能会带来额外的复杂性,因为支流相互作用的时间不佳可能会降低预期的洪水缓解效益。分析还显示,支流水文的变化可以改变河流与相互连接的大型自然储存系统(如沼泽)之间现有的流量交换,这突出了综合洪水管理策略的重要性,该策略考虑了低梯度河流系统中不同的洪水动态。总的来说,这项研究为优化世界范围内类似系统的洪水管理策略提供了可行的见解,在这些系统中,支流、自然储存特征和主要河流之间错综复杂的相互依赖关系会影响洪水缓解结果。
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引用次数: 0
Water Discharge Peak Estimation Based on HEC-HMS and Predicted Curve Numbers for Flood Forecast in the River Brembo (Northern Italy) 基于HEC-HMS和预测曲线数的布雷博河洪水流量峰值估算
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-07-02 DOI: 10.1111/jfr3.70090
Carlo Giudicianni, Hossein Aghaee, Luca Ventura, Enrico Creaco

This paper proposes a novel methodology for peak flow estimation. This methodology uses single-event hydrological modeling based on the software HEC-HMS and curve numbers (CNs) estimated as a function of antecedent and current weather variables and is applied to the river Brembo case study in Northern Italy. By using rainfall, weather, and water discharge data collected over an eleven-year-long period, from 2013 to 2023, HEC-HMS is first used to optimize the CN values at two cross sections in the Brembo basin, in an attempt to reproduce the flood peak in numerous single rain events. Then, regression equations are constructed to express CN as a function of current event rainfall depth and antecedent rainfall depth and temperature, as explicative variables for current soil conditions. The good predictive performance of HEC-HMS based on CN values estimated through the regression equations (for the peak flow at the two cross sections, a mean absolute percentage error [MAPE] of 0.26 and 0.29, respectively, in calibration, and 0.33 and 0.45, respectively, in validation; and an index of agreement [d] of 0.84 and 0.92, respectively, in calibration, and 0.86 and 0.88, respectively, in validation) makes the modeling tool constructed in the paper efficient and effective for potential early-warning applications.

本文提出了一种新的峰值流量估计方法。该方法使用基于软件HEC-HMS和曲线数(CNs)的单事件水文建模,作为先前和当前天气变量的函数估计,并应用于意大利北部布雷博河的案例研究。通过使用2013年至2023年11年间收集的降雨、天气和排水数据,HEC-HMS首先用于优化布雷博盆地两个横截面的CN值,试图重现多次单次降雨事件中的洪峰。然后,构建回归方程,将CN表示为当前事件降雨深度和之前降雨深度和温度的函数,作为当前土壤条件的解释性变量。基于回归方程估计的CN值(对于两个截面的峰值流量,平均绝对百分比误差[MAPE]在校准中分别为0.26和0.29,在验证中分别为0.33和0.45),HEC-HMS具有良好的预测性能;校正时的一致性指数[d]分别为0.84和0.92,验证时的一致性指数[d]分别为0.86和0.88),使得本文构建的建模工具在潜在的预警应用中是高效有效的。
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引用次数: 0
A New Flood Routing Framework Based on Modified Muskingum Model and Nature-Based Optimization Algorithms 基于改进Muskingum模型和基于自然的优化算法的洪水路由新框架
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-07-02 DOI: 10.1111/jfr3.70085
Mahdi Valikhan Anaraki, Saeed Farzin

This study presents a new flood routing method integrating the modified Muskingum (NLM7_Aqlat) method with hybrid natural optimization algorithms (hybrid of Humboldt squid optimization algorithm [HSOA] and gradient-based optimizer [GBO] and hybrid of Pine cone optimization algorithm [PCOA] and GBO). In the NLM7_Aqlat, the lateral flow is applied to a seven-parameter nonlinear Muskingum model (NLM7), and hybrid natural-based optimization algorithms optimize the parameters. In Karahan flood routing, the standard value of the mean sum of squared deviations (SSQmean) for integrating the NLM7_Aqlat model and PCOA_GBO was calculated to be 96.06% less than the other 10 algorithms (such as GA and GBO). In Wilson flood routing, the PCOA_GBO algorithm in the NLM7 model calculated the SSQmean criterion value 99% lower than other optimization algorithms. The HSOA_GBO algorithm in the NLM7_Aqlat model provided the best flood routing for Weisman-Lewis, enhancing hydrograph accuracy. In Karun flood routing, the PCOA algorithm estimated the SSQmean in the NLM7 model to be 89% lower than other algorithms. The new flood routing method showed competitive results versus NLM7. Hybrid optimization algorithms outperformed standalone ones, prompting authors to recommend this methodology for enhancing early flood warning systems.

本文提出了一种将改进的Muskingum (NLM7_Aqlat)方法与混合自然优化算法(Humboldt squid优化算法[HSOA]与基于梯度的优化器[GBO]的混合算法,以及松果优化算法[PCOA]与GBO的混合算法)相结合的洪水路由新方法。在NLM7_Aqlat中,将横向流动应用于7参数非线性Muskingum模型(NLM7),并采用基于自然的混合优化算法对参数进行优化。在Karahan洪水路由中,计算出NLM7_Aqlat模型与PCOA_GBO模型相结合的平均方差和(SSQmean)标准值比其他10种算法(如GA和GBO)低96.06%。在Wilson洪水路由中,NLM7模型中的PCOA_GBO算法计算的SSQmean准则值比其他优化算法低99%。NLM7_Aqlat模型中的HSOA_GBO算法为Weisman-Lewis模型提供了最佳的洪水路径,提高了水文图的精度。在Karun洪水路由中,PCOA算法估计NLM7模型的SSQmean比其他算法低89%。新的洪水路由方法显示出与NLM7的竞争结果。混合优化算法优于单独的算法,促使作者推荐这种方法来增强早期洪水预警系统。
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引用次数: 0
A Physical Modelling Environment for Laboratory-Scale Assessment of Rainfall-Runoff Responses in Urban Areas 城市地区降雨径流响应实验室尺度评估的物理模拟环境
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-07-02 DOI: 10.1111/jfr3.70092
Haksoo Kim, Hojun Keum

A laboratory-based physical modeling environment has great potential to reproduce the complex physical hydrologic phenomena and understand the interactions of rainfall-runoff processes in a visual and informative manner. In this study, a three-layer physical modeling environment was developed to represent the dynamics of runoff production from the urban drainage system. The three-layer physical modeling environment consists of a rainfall simulator (the 1st layer), a surface drainage network (the 2nd layer) and a subsurface rainwater pipe network (the 3rd layer). The degree of homogeneity of the spatial rainfall distribution produced by the rainfall simulator ranged from 78.6% to 84.0%, which lies within an acceptable range in the rainfall uniformity. The physical catchment model accurately represented the dynamic characteristics of the catchment response in a natural system associated with differing rainfall intensities within a controlled laboratory modeling environment, particularly the magnitude, volume, and shape of the discharge hydrographs. The three-layer physical modeling setup was implemented to identify the effects of stormwater management facilities such as the rooftop detention storage and the permeable road pavement on the urban rainfall-runoff responses. The runoff reduction rates for the peak discharge and the total discharge volume showed a strong linearity with the percentage coverages of the stormwater management facilities. Functional relationships between the variables were established to provide intuitive criteria for the runoff reduction rates for a specific coverage percentage of the rooftop detention storage and the permeable road pavement. These results demonstrate the effectiveness of the three-layer physical setup for modeling rainfall-runoff processes within the urban drainage network.

以实验室为基础的物理模拟环境在再现复杂的物理水文现象和以视觉和信息的方式理解降雨-径流过程的相互作用方面具有很大的潜力。在这项研究中,开发了一个三层物理建模环境来表示城市排水系统的径流生产动态。三层物理建模环境由降雨模拟器(第1层)、地表排水网络(第2层)和地下雨水管网(第3层)组成。降雨模拟器模拟的降雨空间分布均匀度为78.6% ~ 84.0%,在降雨均匀性上处于可接受的范围内。物理集水区模型准确地代表了在受控的实验室模拟环境中与不同降雨强度相关的自然系统中集水区响应的动态特征,特别是流量线的大小、体积和形状。建立了三层物理模型,以确定雨水管理设施(如屋顶蓄水池和透水路面)对城市降雨径流响应的影响。峰值流量和总流量的径流减少率与雨水管理设施的百分比覆盖率呈很强的线性关系。建立了变量之间的函数关系,为特定覆盖百分比的屋顶蓄水池和透水路面的径流减少率提供直观的标准。这些结果证明了三层物理设置在城市排水网络中模拟降雨径流过程的有效性。
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引用次数: 0
Hydrodynamic Effects of Flash Floods Considering the Bridges and Their Blockage in South China 华南地区考虑桥梁及其堵塞的山洪水动力效应
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-07-01 DOI: 10.1111/jfr3.70086
Hongqi Wang, Zixia Liu, Jingyun Feng, Pingping Zhang, Ronghua Liu, Saige Wang

Amidst intensifying climate change, flash floods are becoming more recurrent, posing significant threats to safety and assets, especially in mountainous areas. Given the non-negligible influence of bridges on flash floods, this research capitalized on fluid dynamics simulations to examine the mechanisms by which six bridges within the investigation zone affect the evolution of flash floods. Moreover, bridge blockage from debris accumulation was methodically investigated under multiple return periods. Results indicated that during the two historical floods, the bridges altered the distribution pattern of flash floods from various flood elements, including the backwater effect, flow velocity, and inundation. It is noteworthy that the spillway bridge (M1) notably raised water levels and slowed flows, whereas the influence of other bridges on flood dynamics was more muted. The presence of six bridges resulted in expanded flooded areas, particularly near the upstream bridges, raising risks for Qishi Village. Furthermore, the increasing blockage ratios at bridge B2 during multiple return periods exacerbated the impacts on flood elements, consequently amplifying the disaster of flash floods. This research strongly emphasizes the importance of incorporating bridges and their blockages into flood risk management. It further provides technical insights to bolster the basin's resilience against extreme hydrological events.

在气候变化加剧的情况下,山洪暴发越来越频繁,对安全和财产构成重大威胁,特别是在山区。考虑到桥梁对山洪的不可忽视的影响,本研究利用流体动力学模拟来研究调查区内六座桥梁影响山洪演变的机制。此外,系统地研究了多个回复期下堆积物引起的桥梁堵塞。结果表明,在两次历史洪水中,桥梁从回水效应、流速和淹没等各洪水要素上改变了山洪的分布格局。值得注意的是,溢洪道桥(M1)明显提高了水位,减缓了水流,而其他桥梁对洪水动态的影响则较为微弱。六座桥梁的存在导致洪水区域扩大,特别是上游桥梁附近,增加了七石村的风险。此外,B2桥多回期堵塞率的增加加剧了对洪水要素的影响,从而放大了山洪灾害。这项研究强烈强调了将桥梁及其堵塞纳入洪水风险管理的重要性。它还提供了技术见解,以增强流域对极端水文事件的抵御能力。
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引用次数: 0
Local Scale Current and Projected Future Total Flood Hazard Mapping for Canada—Literature Review 加拿大局部尺度的当前和预测的未来总洪水灾害地图——文献综述
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-07-01 DOI: 10.1111/jfr3.70091
Slobodan P. Simonovic, Brian Perry

This review, based on 231 articles, focuses on studies relevant to Canada that assess fluvial, pluvial, and coastal flood hazards at national and broader scales. It evaluates the application of remote sensing and artificial intelligence methods for flood mapping within the Canadian context. The review highlights a growing trend in large-scale flood modeling, with increasing relevance for Canadian flood risk management. Methods for downscaling coarse-resolution flood estimates from physically based models to finer spatial scales are particularly important for Canada's diverse hydrological regions. Global estimates of flood defense standards often rely on socio-economic indicators, but for Canada, physical hazard factors should also be integrated. Advances in LiDAR and radar remote sensing have improved the accuracy of Canadian flood models by providing detailed topographic data. Artificial intelligence techniques show strong potential for predicting flood inundation and enhancing flood hazard mapping across Canadian landscapes.

本综述基于231篇文章,重点关注与加拿大有关的研究,这些研究在全国和更广泛的范围内评估河流、雨洪和沿海洪水灾害。它评估了遥感和人工智能方法在加拿大洪水测绘中的应用。该综述强调了大规模洪水模型的增长趋势,与加拿大洪水风险管理的相关性越来越大。将基于物理模型的粗分辨率洪水估计降尺度到更精细的空间尺度的方法对加拿大不同的水文区域尤为重要。全球对防洪标准的估计往往依赖于社会经济指标,但对加拿大来说,物理危害因素也应纳入其中。激光雷达和雷达遥感技术的进步通过提供详细的地形数据提高了加拿大洪水模型的准确性。人工智能技术在预测洪水泛滥和加强加拿大各地的洪水灾害地图方面显示出强大的潜力。
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引用次数: 0
Multidimensional Vulnerability Assessment for Floods: Evidence From Flood-Prone Areas of Bangladesh 洪水的多维脆弱性评估:来自孟加拉国洪水易发地区的证据
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-07-01 DOI: 10.1111/jfr3.70089
Md Mostafizur Rahman, Kamrun Nahar Tanni, Ifta Alam Shobuj, Md. Tanvir Hossain, Edris Alam, Khawla Saeed Al Hattaw, Md Kamrul Islam

Bangladesh is a flood-prone country, yet studies on multidimensional vulnerability assessments related to floods remain limited. This study evaluates social, economic, physical, institutional, attitudinal, and gender vulnerabilities in Paschim Machimpur and Purba Machimpur, two rural flood-prone areas in Sunamganj District. Primary data were collected from 487 households through structured questionnaires and face-to-face interviews. The data were analyzed using descriptive statistics, chi-square tests, the Mann–Whitney U-test, and a composite vulnerability index. The analysis reveals disparities in household characteristics, including size, age, education, and the presence of vulnerable members such as children and older people. Economic assessments show high dependency on agriculture and fishing, with many households lacking defined income sources and flood insurance. Physical vulnerabilities include poor housing materials and inadequate sanitation. Institutional vulnerabilities highlight deficiencies in early warning systems and flood preparedness. Attitudinal assessments reveal a lack of confidence in authorities' flood risk reduction programs, and gender vulnerabilities show women are disproportionately affected due to social and cultural factors. Despite similar overall vulnerability scores between the two areas, Paschim Machimpur shows higher composite vulnerability. The study calls for enhanced community engagement, better communication of flood risks, and the development of more robust early warning systems to reduce flood vulnerabilities.

孟加拉国是一个易受洪水影响的国家,但与洪水有关的多维脆弱性评估研究仍然有限。本研究评估了苏南甘杰县两个农村洪灾易发地区Paschim Machimpur和Purba Machimpur的社会、经济、物质、制度、态度和性别脆弱性。通过结构化问卷和面对面访谈,对487户家庭进行了初步数据收集。采用描述性统计、卡方检验、Mann-Whitney u检验和综合脆弱性指数对数据进行分析。该分析揭示了家庭特征的差异,包括规模、年龄、教育程度以及儿童和老人等弱势成员的存在。经济评估显示高度依赖农业和渔业,许多家庭缺乏明确的收入来源和洪水保险。物理脆弱性包括住房材料差和卫生设施不足。体制脆弱性突出了预警系统和洪水防范方面的不足。态度评估表明,人们对当局减少洪水风险的计划缺乏信心,性别脆弱性表明,由于社会和文化因素,妇女受到的影响不成比例。尽管两个地区的总体脆弱性得分相似,但帕西姆·马钦普尔的综合脆弱性更高。该研究呼吁加强社区参与,更好地沟通洪水风险,并开发更强大的早期预警系统,以减少洪水脆弱性。
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引用次数: 0
Flood Risk in Char Community: An Evidence-Based Study in Bangladesh Char社区的洪水风险:孟加拉国的循证研究
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-17 DOI: 10.1111/jfr3.70084
Md Mostafizur Rahman, Mst. Nusrat Jahan Suchi, Abir Mohd Shakib Shahide, Md. Tanvir Hossain, Edris Alam, Md Kamrul Islam

This study evaluates the flood risk of households in the flood-prone Char areas of Dewanganj, Jamalpur, Bangladesh, focusing on sociodemographic factors, vulnerability, flood exposure, and capacity. Using survey data from 400 households, we found a predominance of male-headed households, a high reliance on wage labor, and widespread substandard housing, all contributing to flood risk. The findings reveal a rise in flood frequency and home inundation; nearly all respondents (99.75%) confirm worsening flood conditions, indicating a long-term climate trend rather than isolated events. Vulnerabilities are further heightened by low education levels (60.75% with no formal education), high poverty rates (98.75% below the national income average), and limited access to critical resources like durable housing and flood preparedness training. Regression analyses indicate significant associations between flood risk and factors like age, income source, and housing type (female-headed households: p < 0.001, β = 0.06; age groups 36–45 and 46–55: p < 0.001, β = 0.07, and β = 0.11, respectively). The study highlights the need for targeted interventions, with the most critical recommendation being the improvement of housing resilience, especially for vulnerable groups such as female-headed households and those in temporary structures. Enhanced flood forecasting, resilient infrastructure, and community-based training programs are also essential for reducing flood risk and increasing adaptive capacity. Our findings provide actionable insights for policymakers and NGOs to develop tailored flood resilience strategies, offering a foundational model for flood-prone communities across Bangladesh.

本研究评估了孟加拉国贾马尔布尔德旺甘杰(Dewanganj)洪灾易发Char地区家庭的洪水风险,重点关注社会人口因素、脆弱性、洪水暴露和能力。利用400户家庭的调查数据,我们发现男性户主家庭占主导地位,对雇佣劳动力的高度依赖,以及普遍存在的不合格住房,这些都导致了洪水风险。调查结果显示,洪水频率和房屋被淹没的情况有所增加;几乎所有的受访者(99.75%)都确认洪水条件正在恶化,这表明了长期的气候趋势,而不是孤立的事件。受教育程度低(60.75%的人没有接受过正规教育)、贫困率高(98.75%的人低于国民收入平均水平)以及获得耐用住房和防洪培训等关键资源的机会有限,进一步加剧了脆弱性。回归分析表明,洪水风险与年龄、收入来源和住房类型等因素显著相关(女性户主家庭:p <; 0.001, β = 0.06;36-45岁和46-55岁年龄组:p <; 0.001, β = 0.07, β = 0.11)。该研究强调了有针对性的干预措施的必要性,其中最关键的建议是提高住房抵御能力,特别是针对弱势群体,如女性户主家庭和临时住房群体。加强洪水预报、抗灾基础设施和社区培训项目对于降低洪水风险和提高适应能力也至关重要。我们的研究结果为政策制定者和非政府组织制定量身定制的抗洪策略提供了可行的见解,为孟加拉国各地的洪水易发社区提供了一个基础模型。
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引用次数: 0
Rapid Flood Inundation Mapping for Effective Management: A Machine Learning and Pixel-Based Classification Approach in Feni District, Bangladesh 快速洪水淹没地图的有效管理:机器学习和基于像素的分类方法在孟加拉国Feni地区
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-15 DOI: 10.1111/jfr3.70087
Kabir Uddin, Sazzad Hossain, Birendra Bajracharya, Bayes Ahmed, Md. Khairul Islam

In Bangladesh, where floods frequently occur, there is a severe annual risk to community displacement, agriculture, fisheries, livestock, public health, and food security. Extreme flooding events are becoming more common due to a combination of human-induced climate change, irregular upstream river water flows, increased proportion of sediment distribution on the riverbed, institutional fragility, lack of planning regulations, and changing rainfall patterns. Effective flood management requires precise and timely flood mapping methodologies to adopt disaster risk reduction strategies and enable efficient response efforts. This study presents an approach that facilitates timely flood identification, improving emergency response, evacuation initiatives, relief distribution, and disaster risk reduction. This research introduces a novel methodology for expedited flood inundation mapping, using the August 2022, 2023, and especially the 2024 flood events in the Feni District as the primary case study. The study employs Google Earth Engine (GEE) and Sentinel-1 synthetic aperture radar (SAR) data to accurately delineate flood inundation regions by utilizing vertical transmit and vertical receive (VV), vertical transmit and horizontal receive (VH), and VV/VH polarization bands. Water bodies characterized by lower backscatter values in VH polarization ranging from −41.15 to −24.06 dB and VV polarization from −31.66 to −15.94 dB were identified as suitable thresholds for flood inundation area delineation. To assess the accuracy of flood map, this study focuses on pixel-based digital classification and machine learning (ML) techniques separately for flood inundation mapping. The classification accuracy values of 95.60% for the pixel-based method and 94.40% for the random forest ML model specifically correspond to the 2024 flood event. This study developed a GEE-based operational methodology by evaluating two innovative techniques designed for rapid flood inundation mapping to support effective flood management and disaster risk reduction efforts.

在经常发生洪水的孟加拉国,社区流离失所、农业、渔业、畜牧业、公共卫生和粮食安全每年都面临严重风险。由于人为引起的气候变化、上游河水流动不规则、河床沉积物分布比例增加、制度脆弱性、缺乏规划法规以及降雨模式的变化,极端洪水事件正变得越来越常见。有效的洪水管理需要精确和及时的洪水测绘方法,以采用减少灾害风险的战略,并使有效的应对工作成为可能。本研究提出了一种有助于及时识别洪水、改善应急响应、疏散计划、救济分配和减少灾害风险的方法。本文以2022年8月、2023年8月、特别是2024年汾尼地区洪水事件为主要案例,介绍了一种快速洪水淹没制图的新方法。本研究利用谷歌Earth Engine (GEE)和Sentinel-1合成孔径雷达(SAR)数据,利用垂直发射和垂直接收(VV)、垂直发射和水平接收(VH)以及VV/VH极化波段对洪水淹没区域进行精确圈定。VH极化值为- 41.15 ~ - 24.06 dB、VV极化值为- 31.66 ~ - 15.94 dB的后向散射值较低的水体被确定为洪水淹没区域划定的合适阈值。为了评估洪水地图的准确性,本研究将基于像素的数字分类和机器学习(ML)技术分别用于洪水淹没地图。基于像素的方法的分类准确率为95.60%,随机森林ML模型的分类准确率为94.40%,具体对应于2024年的洪水事件。本研究通过评估两种用于快速洪水淹没测绘的创新技术,开发了一种基于gee的操作方法,以支持有效的洪水管理和减少灾害风险的工作。
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引用次数: 0
Dynamic Adaptive Policy Pathways Approach to Manage Climate and Land Use Change-Induced Urban Flood Damages 气候和土地利用变化引发的城市洪涝灾害管理的动态适应政策路径方法
IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-09 DOI: 10.1111/jfr3.70074
Arash Majidi, Seyed Abbas Hosseini

Flood management in urban areas requires innovative and adaptive strategies to address the growing challenges posed by climate change, land use transformations, and socio-economic developments. This study provides a comprehensive analysis of the complex interactions within an urban area using integrated modeling approaches, offering critical insights into potential future challenges. These approaches incorporate climate, land use, hydrological, hydraulic, and damage models, complemented by an adaptation pathways map and recommendations for the most effective strategies, conducted in a flood-prone urban area. The analysis projects an increase by 2080 of 3.39°C in temperature, 46% in precipitation, and 29% in flood-related damages. The study underscores the substantial impact of land use changes on flood damages, highlighting the need for integrating land use planning into flood mitigation strategies. A rigorous evaluation identified a combination of measures—including concrete dyke construction, dredging, afforestation, and forest conservation—as effective actions for mitigating flood risks in the region near the Caspian Sea. Forest conservation and afforestation reduce peak flood discharge by 12.2% and 23.1%, respectively, for a 100-year return period. Economic evaluations were performed for all adaptation pathways to assess their feasibility and cost-effectiveness. Using the Analytic Hierarchy Process (AHP), the study determined that the optimal strategy is the simultaneous implementation of concrete dyke construction, dredging, and forest conservation. Additionally, six adaptation pathways were defined through the Dynamic Adaptive Policy Pathways (DAPP) method to provide a structured roadmap for implementing and adjusting flood management measures over time. These pathways aim to reduce potential future flood damage to negligible levels. Overall, this research highlights the importance of adopting integrated and adaptive strategies to address the multi-faceted challenges posed by environmental changes, ensuring effective flood management amidst growing deep uncertainties.

城市地区的洪水管理需要创新和适应性战略,以应对气候变化、土地利用转型和社会经济发展带来的日益严峻的挑战。本研究使用综合建模方法对城市区域内复杂的相互作用进行了全面分析,为未来潜在的挑战提供了关键见解。这些方法包括气候、土地利用、水文、水力和损害模型,辅以适应路径图和最有效战略建议,在洪水易发的城市地区进行。该分析预测,到2080年,气温将增加3.39°C,降水量将增加46%,与洪水有关的损失将增加29%。该研究强调了土地利用变化对洪水损害的重大影响,强调了将土地利用规划纳入洪水缓解战略的必要性。一项严格的评估确定了包括混凝土堤坝建设、疏浚、植树造林和森林保护在内的一系列措施,作为缓解里海附近地区洪水风险的有效行动。在100年的周期内,森林保护和植树造林分别减少洪峰流量12.2%和23.1%。对所有适应途径进行了经济评估,以评估其可行性和成本效益。采用层次分析法(AHP)确定了混凝土堤防施工、疏浚和森林保护同时实施的最优策略。此外,通过动态适应政策路径(DAPP)方法定义了6条适应路径,为实施和调整洪水管理措施提供了一个结构化的路线图。这些路径旨在将未来潜在的洪水破坏降低到可以忽略不计的水平。总体而言,本研究强调了采用综合和适应性策略来应对环境变化带来的多方面挑战的重要性,确保在日益加深的不确定性中进行有效的洪水管理。
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Journal of Flood Risk Management
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