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1.
In this paper, we introduce the gray correlation method of risk evaluation in meteorological disaster losses based on historical disaster data in China (mainland) and apply the improved gray relational analysis model (the triangular gray relational model) to the risk evaluation of rainstorm and flood disaster losses. In addition, we divide the risk grade standards of rainstorm and flood disaster losses according to 186 rainstorm and flood disaster data of four optimization indexes (disaster area, suffered population, collapsed houses, and direct economic losses), evaluate the extent of dynamic rainstorm and flood disaster losses in 31 provinces of China (Hong Kong, Macao, and Taiwan exclusive) comprehensively, and draw China’s zoning map of rainstorm and flood disaster from 2004 to 2009. The method provides reasonable and effective references for national disaster preventions which can be used in other researches focused on risk evaluation of meteorological disaster losses. 相似文献
2.
吉林省重大暴雨过程灾害损失风险预评估 总被引：4，自引：1，他引：3
利用吉林省50县市1951-2013年逐日降水资料、暴雨灾情损失数据,1：5万DEM数据、水系、TM遥感卫星影像资料以及GDP、人口等数据,探讨了吉林省重大暴雨过程灾害损失风险的主要影响因素,确立了各因素的权重系数,构建了吉林省重大暴雨过程灾害损失风险评估模型.利用过程预报降雨量对2013年8月14-17日的重大暴雨过程灾害损失风险进行了预评估.结果表明：重大暴雨过程灾害损失综合风险的高值区分布在四平、辽源大部以及长春、吉林、通化城区附近,风险偏高区位于中南部,西部地区和东北部地区为中低风险区.灾害损失风险评估模型预评估效果良好,可在实际的暴雨过程灾害损失风险预评估业务中使用,由于通过该模型的评估结果可迅速圈定各级洪涝风险区,对提高重大暴雨过程应对能力、减少灾害损失以及防灾减灾意义重大. 相似文献
3.
基于自然灾害风险原理,结合青海省气象数据、地理信息数据、社会经济数据,并利用主成分分析法、GIS自然断点法对青海省暴雨洪涝灾害致灾因子危险度、承载体易损度评估模型以及暴雨洪涝灾害风险度进行评估,结果表明：青海省不同强度降水日数均呈增多趋势,新世纪以来中雨日数及强降水日数增加趋势尤为明显;暴雨洪涝灾害致灾因子危险度呈由东南向西北降低的趋势,承载体易损度为东北部地区最高,南部以及西部地区最低;暴雨洪涝风险较高的地区主要集中在东部地区,互助、湟中、大通、西宁为高风险区,东部大部地区、环青海湖地区为较高风险区,西部地区为低风险区。该评估结果可以在气象灾害风险管理业务中进行应用,可以加强对暴雨洪涝灾害风险的影响程度及影响区域的判定,为地方防灾减灾救灾工作提供科学依据。 相似文献
4.
1980—2019年新疆南部不同强度暴雨洪水灾害的空间分布和时间变化特征 总被引：1，自引：0，他引：1
以1980—2019年新疆南部出现的暴雨洪水灾害事件造成的死亡人数、倒塌房屋数、倒塌棚圈数、牲畜死亡数、受灾面积作为灾情要素,采用比值权重法和无量纲化线性求和,构建了暴雨洪水灾害事件的灾损指数。根据灾损指数,采用百分位数法将每次暴雨洪水灾害事件定量划分为一般、较重、严重、特重四个等级。结果表明：新疆南部暴雨洪水事件在塔里木盆地北缘多于南缘,西部多于东部,高值区集中在阿克苏地区、喀什地区、克孜勒苏柯尔克孜自治州一带;暴雨洪水事件多发在3—10月,年出现次数呈现明显上升趋势,增幅为8次·（10a）-1,主要表现为一般性灾害发生频次的增加;新疆南部暴雨洪水灾害年平均灾损指数在1985年和1999年发生两次突变,平均值表现出“低—高—低”阶段性变化;暴雨洪水灾害发生次数与3—10月降水量、大雨发生日数、暴雨发生日数密切相关。近40年来新疆南部降水量的增多,导致暴雨洪水灾害次数增加;年平均灾损指数与特重和严重灾害发生次数关系密切,后者对其贡献率达87%。 相似文献
5.
This paper deals with the problem of the estimation of rainstorm floods disaster. Based on the relevant historical disaster data of Yearbook of Meteorological Disasters in China (2005–2010), the initial disaster data of 31 provinces, municipalities and autonomous regions in mainland China (Hong Kong, Macao and Taiwan excluded) are processed into evaluation indices values. And then, the incidence degrees of disaster data are calculated. The disaster situation of rainstorm floods disaster for each region in mainland China from 2004 to 2009 is estimated by applied the grey incidence decision model of the dynamic multiple attribute. Simultaneously, the comprehensive quantitative assessment of the rainstorm and flood disaster of each region in mainland China nearly 6 years is conducted. According to the assessment results of 2004–2009 torrential rain and flood disaster in Chinese mainland, the level division of disaster loss is investigated. And the disaster loss of mainland China’s 31 provinces, municipalities and autonomous regions is divided into five levels in which the national flood disaster situation zoning maps are constructed. The results demonstrate that the evaluation method of rainstorm floods disaster is practical and effective. 相似文献
6.
This study presents the methodology and procedure for risk assessment of flood disasters in central Liaoning Province, which was supported by geographical information systems (GIS) and technology of natural disaster risk assessment. On the basis of the standard formulation of natural disaster risk and flood disaster risk index, of which weights were developed using combined weights of entropy, the relative membership degree functions of variable fuzzy set (VFS) theory were calculated using improved set pair analysis, while level values were calculated using VFSs, including hazard levels, exposure levels, vulnerability levels and restorability levels, and the flood risk level for each assessment unit was obtained using the natural disaster index method. Consequently, integrated flood risk map was carried out by GIS spatial analysis technique. The results show that the southwestern and central parts of the study area possess higher risk, while the northwestern and southeastern parts possess lower risk. The results got by the assessment model fits the area of historical flood data; this study offer new insights and possibility to carry out an efficient way for flood disaster prevention and mitigation. The study also provides scientific reference in flood risk management for local and national governmental agencies. 相似文献
7.
简要介绍了20世纪90年代我国大江大河的防洪形势。重点指出:河道萎缩,江河泄洪能力下降,行洪水位抬高,城市水灾突出,洪涝矛盾加重和水灾损失急剧增加的特点。探讨了防洪减灾的目标和标准,在进行防洪策略历史回顾的基础上,阐述了防洪减灾对策和基本措施方向。 相似文献
8.
在全球气候变化和城市化进程不断加快的背景下,城市洪涝灾害频发,造成严重的经济损失和人员伤亡问题。对近年来中国典型城市洪涝灾害进行系统整理介绍,说明洪涝灾害带来的人员伤亡和经济损失巨大。风险评估作为一种非工程性防洪措施,是城市洪涝风险管理的首要工作,精确、高效的把握洪灾过程等特征可以为防灾减灾工作提供科学依据。对城市洪涝风险评估与分区的概念和内容进行系统梳理,常用的风险评估方法有数理统计法、不确定性分析法、遥感影像评估法、指标体系评估法、情景模拟评估法；风险分区常用方法有阈值法、经验公式法和物理机制法。论述了城市洪涝风险评估与分区常用方法的应用范围、优缺点及其发展前景。 相似文献
9.
With the acceleration of urbanisation in China, preventing and reducing the economic losses and casualties caused by urban rainstorm waterlogging disasters have become a critical and difficult issue that the government is concerned about. As urban storms are sudden, clustered, continuous, and cause huge economic losses, it is difficult to conduct emergency management. Developing a more scientific method for real-time disaster identification will help prevent losses over time. Examining social media big data is a feasible method for obtaining on-site disaster data and carrying out disaster risk assessments. This paper presents a real-time identification method for urban-storm disasters using Weibo data. Taking the June 2016 heavy rainstorm in Nanjing as an example, the obtained Weibo data are divided into eight parts for the training data set and two parts for the testing data set. It then performs text pre-processing using the Jieba segmentation module for word segmentation. Then, the term frequency–inverse document frequency method is used to calculate the feature items weights and extract the features. Hashing algorithms are introduced for processing high-dimensional sparse vector matrices. Finally, the naive Bayes, support vector machine, and random forest text classification algorithms are used to train the model, and a test set sample is introduced for testing the model to select the optimal classification algorithm. The experiments showed that the naive Bayes algorithm had the highest macro-average accuracy. 相似文献
10.
针对复杂洪水灾害系统中随机、模糊、灰色等各种不确定性,结合洪水灾害风险管理广义熵智能分析的理论框架,以最大熵原理和属性区间识别理论为基础,建立了基于最大熵原理的洪水灾害风险属性区间识别模型(AIRM-POME),利用梯形模糊数和层次分析法相结合的方法确定评价指标权重,采用均化系数综合AIRM-POME计算得到的属性测度区间,由置信度准则和特征值公式对各评价单元进行危险、易损等级的评定和排序,并根据联合国对自然灾害风险的定义及其定量表达式给出风险等级。将模型应用到荆江分洪区洪水灾害风险分析中,实例研究表明,模型合理可靠,深层次地刻画了各种不确定性,是一种风险分析新方法,可推广应用到其他自然灾害的风险分析中。 相似文献
11.
长江流域安徽段2016年暴雨洪水成因分析 总被引：1，自引：0，他引：1
2016年6月18日7月21日,长江流域安徽段发生暴雨洪水,最大3d、7d雨量位居历史第一,重现期大于50年一遇,最大15d雨量位居历史第二,重现期接近50年一遇,至7月5日长江安徽段全线超警戒水位,给长江流域安徽段造成较为严重的洪涝灾害。收集、整理了本次暴雨洪水的资料,对暴雨的过程和成因进行了分析,并结合历史特征年资料进行了比较。结果表明:强降雨、降雨的空间分布以及前期长江底水高是2016年洪水总体水平位居历史第二的主要因素。 相似文献
12.
1983-2013年西藏自治区气象灾害时空分布特征与变化趋势 总被引：5，自引：1，他引：4
西藏自治区地处青藏高原这一独特的孕灾环境中,气象灾害的频发对当地农牧业、生态环境等敏感领域的影响尤为显著。通过收集西藏自治区1983-2013年气象灾害事件,分析了干旱、雪灾、霜冻、冰雹和洪涝五种灾害的年际、月际、空间分布特征。结果表明：在时间分布上,研究区五种气象灾害在1983-1995年发生总频次呈增涨趋势,1995年后趋于稳定,其中干旱多发生在3-6月,雪灾全年均有发生,霜冻多发生在4月、5月和8月,冰雹和暴雨洪涝灾害季节性强,主要发生在6-9月;在空间分布上,气象灾害高发区分布于西藏自治区南部,其中,干旱多发区分布于日喀则市中东部和山南市北部,雪灾多发区分布于那曲、阿里以及西藏自治区南部边缘地区,霜冻多发区分布于西藏自治区东、南部少数地区,冰雹频发区多呈带状且分布于雅鲁藏布江流域,暴雨洪涝多发区分布于西藏自治区中、东部河谷地带。基于历史气象灾害事件,开展西藏自治区气象灾害的时空分布特征及趋势研究,其结果对农业气象灾害预测预报,区域农业防灾减灾等具有重要的意义。 相似文献
13.
根据暴雨洪涝灾害致灾因子危险性、孕灾环境敏感性、承载体易损性和防灾减灾能力4个一级因子,以山东地区为研究对象,综合考虑降雨、地形地势、河网密度、植被、人口和经济实力、道路交通信息等因子进行风险区划与分析。利用地理信息系统软件（ArcGIS）将上述因子进行归一化来获得标准化的多源栅格数据,结合层次分析法和自然断点法确定相关指标的权重,建立了暴雨洪涝灾害的风险评估模型,最后得到了山东地区暴雨洪涝灾害综合风险区划等级评估图。对研究区进行定性和定量分析后得出结论,山东地区暴雨洪涝灾害发生的高风险区在鲁中西部、鲁南及山东半岛东部沿海部分地区,此结论与历史数据基本吻合。研究结果为预防山东暴雨洪涝灾害提供了参考信息。 相似文献
14.
A series of empirical studies involving typhoon rainstorm and flood risk scenario analysis were carried out on a medium spatial scale, covering Pingyang County. Considering a rainstorm/water-logging conversion process, active flooding submergence and per unit area values (million yuan/km2), two typical risk scenarios (50- and 100-year frequency) were simulated and analyzed. The study revealed that high-risk areas distributed across the towns of Aojiang, Qiancang and Xiaojiang, with a maximum submerged depth of 4.61 m for a 100-year flood hazard. In the case of a disaster loss rate >65 %, the potential maximum loss could be more than 10 million yuan/km2. For medium-scale disaster risk, more attention must be paid to catastrophic events, which have a low probability of occurrence but would induce great losses. An amended risk formula could determine the degree of priority for responses to hazards of equal risk value better. In Pingyang County, the 50-year flood risk for Kunyang, Aojiang, Qiancang and Xiaojiang is greater than that of 100-year events for the next 50 years. However, these areas should give priority to their responses to 100-year disaster events during the next 100 years. In addition, the attention of disaster risk should vary in different spatial regions. 相似文献
15.
The risk analysis of flood and drought disasters and the study of their influencing factors enhance our understanding of the temporal and spatial variation law of disasters and help identify the main factors affecting disasters. This paper uses the provincial administrative region of China as the research area. The proportion of the disaster area represents the degree of the disaster. The statistical distribution of the proportions was optimized from 10 alternative distributions based on a KS test, and the disaster risk was analyzed. Thirty-five indicators were selected from nature, agriculture and the social economy as alternative factors. The main factors affecting flood and drought disasters were selected by Pearson, Spearman and Kendall correlation coefficient test. The results demonstrated that the distribution of floods and drought is right-skewed, and the gamma distribution is the best statistical distribution for fitting disasters. In terms of time, the risk of flood and drought disasters in all regions showed a downward trend. Economic development and the enhancement of the ability to resist disasters were the main reasons for the change in disasters. Spatially, the areas with high drought risk were mainly distributed in Northeast and North China, and the areas with high flood risk were mainly distributed in the south, especially in Hubei, Hunan, Jiangxi and Anhui. The distribution of floods and drought disasters was consistent with the distribution characteristics of precipitation and water resources in China. Among the natural factors, precipitation was the main factor causing changes in floods and drought disasters. Among the agricultural and socioeconomic factors, the indicators reflecting the disaster resistance ability and regional economic development level were closely related to flood and drought disasters. The research results have reference significance for disaster classification, disaster formation mechanisms and flood and drought resistance.
相似文献16.
Spatio-temporal distributions of climate disasters and the response of wheat yields in China from 1983 to 2008 总被引：1，自引：0，他引：1
Climate disasters are now on the rise and more likely to increase in frequency and/or severity under climate change in the future. To clearly illustrate spatial–temporal distributions of climate disasters and the response of wheat yields to disasters over the past three decades, several disaster indices including the impact of climate disasters, the sensitivity to climate disasters and the response index of wheat yield losses to climate disasters were defined and calculated. The impact and sensitivity indices were examined by the agricultural production losses due to climate disasters, and the response of wheat yields to climate disasters was assessed by wheat yield loss compared with the 5-year moving average. The results showed that the indices of climate disaster impacts and sensitivities as well as response index of wheat yields to climate disasters could represent the spatial–temporal distributions of climate disasters well in the whole China. Droughts in northern China had higher impacts and sensitivities than those in southern China during the period 1983–2008, but the impacts of floods were opposite. In northern China, although impacted area by drought was larger than that by flood, the flood sensitivities were larger than drought sensitivities when flood happened. Although drought significantly affected wheat yields in most of the regions with drier conditions during 1983–2008 in major wheat-producing regions, better management practices like irrigation and drought-tolerant cultivars applied in the Huang-Huai-Hai Plain can adapt to climate disasters especially droughts. To ensure the stability of agricultural production, future food security will need to be achieved through quantifying the relative effects of climate disasters and effective adaptation to increasingly frequent extreme climate events. 相似文献
17.
Under the background of climate warming, the occurrence time, frequency, intensity, and impact of snowmelt flood disasters have changed significantly. Thus, establishing a global snowmelt flood disaster database is particularly important for disaster risk management. With the help of a web crawler, and based on multiple data sources such as natural disaster databases, documents, books, government agency websites, and news media, this study collected relevant information of snowmelt floods and mixed floods and established standards for identifying snowmelt flood events and their disaster impacts based on data from the different sources. Following the screening, sorting, fusion, and integration of snowmelt flood events, a global snowmelt flood disaster dataset containing 579 pieces of data with strong pertinence and reliability was constructed. The temporal and spatial distribution characteristics of global snowmelt flood disasters from 1900 to 2020 were preliminarily analyzed. The results showed that the snowmelt floods were mainly distributed between 30° N and 60° N, with more mixed floods south of 50° N and more snowmelt floods north of 50° N. Spring was the period of highest incidence of snowmelt flood disasters, followed by winter, summer, and autumn, respectively. The snowmelt floods that occurred in spring, autumn, and winter were mainly at 40°~50° N, and the snowmelt floods that occurred in summer were mainly at 30°~40° N. Compared with the snowmelt floods, the mixed floods were more frequent and more destructive, and their frequency increased with climate warming. The results provide a scientific basis for risk prevention and loss assessment of global snowmelt flood disasters. © 2022 Science Press (China). 相似文献
18.
为了准确分析洪涝灾害对防洪体系现状的影响，做出相应的防洪减灾措施，以浙江省台州市灵江下游流域为研究区域，构建了基于Saint-Venant方程的水动力学耦合模型，对河道溃决洪水过程进行实时仿真模拟。综合考虑研究区域地形、气象、水文资料、水利工程、下垫面条件等因素，在一维河网模型和二维水动力学模型耦合衔接中，最大程度还原真实地形中河槽内外的水流交互淹没，借助研究区域内典型台风暴雨资料，率定验证本文建立的一维-二维耦合水动力学模型，检验后的模型可实现灵江下游沿岸城市不同量级设计洪水及历史洪水的实时淹没过程模拟。模型计算结果表明，该模型模拟复杂地形条件情况下流域洪水实时演进过程达到了较高精度，在水系沿程典型断面水位计算值与实测值误差不超过0.1 m。 相似文献
19.
上海市防汛辅助决策系统研究 总被引：4，自引：0，他引：4
针对威胁上海的三大水灾，研制暴雨积水模型、风暴潮模型、河网水力模型、灾害评估模型，在GIS基础上建立了上海市防汛辅助决策系统，实现了对处于平原感潮河网的上海市洪涝灾害的实时监测、分析预报、风险评估和网上发布。为分析洪涝形势、制定防汛成灾方案、进行灾情评估以及工程管理，提供准确、及时、全面的信息支持。阐述了系统的总体设计、功能模块、关键技术和特色，分析了GIS、水动力学模型在系统中的作用。 相似文献
20.
2021年8月8日渠县遭遇特大暴雨袭击,引发新增灾害38处,不同程度加剧已有灾害点109处。文中基于实地调查资料,对特大暴雨引发灾害的特征和孕灾地质条件与灾害分布关系开展研究,对比研究了累计降雨量与新增灾害数量和已有灾害加剧程度之间的关系。结果表明:此次渠县特大暴雨引发新增灾害点主要为土质滑坡,占比94.7%;区域斜坡结构对灾害发生的影响程度最高;土质滑坡集中发生在300～325 mm累计雨量区间,高达27处,变形迹象加剧程度严重的灾害点23处,分布在累计雨量为337～348 mm区间内;为该县地质灾害防治区划与汛期地质灾害防御提供科学依据,为类似地区特大暴雨地质灾害防灾减灾提供参考。 相似文献