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1.
Risk assessment of rainstorm and flood disasters in China between 2004 and 2009 based on gray fixed weight cluster analysis 总被引：3，自引：0，他引：3
Rainstorm and flood disasters frequently occur in China, causing heavy losses for people’s lives and property and reducing the capability of sustainable development of the national and local economy. In this study, the risks of the rainstorm and flood disasters are assessed for the Chinese mainland, excluding Hong Kong, Macao, and Taiwan and also employ the historical data of seven indicators, including the affected area of crops, the affected population, the direct economic loss, and etc., from 2004 to 2009. Based on the large 1,302 historical sample data, the impact of rainstorm and flood disasters were analyzed using the methodology of gray fixed weight cluster analysis according to disaster losses, which were divided into the three gray classes of high, medium, and low. The regional differences of the risk assessment of the rainstorm and flood disasters are discussed, and the dynamical risk zoning map is conducted. The results show a consistent conclusion with the actual losses of rainstorm and flood disasters over each administrative district, which can provide more scientific evidence for the relevant departments of disaster prevention and mitigation. 相似文献
2.
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
3.
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
4.
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
5.
Natural Hazards - Effective management of rainstorm risk is essential for reducing regional rainstorm disaster risks and losses. In this paper, we discussed the influencing factors of urban... 相似文献
6.
传统的岩性识别方法如岩屑录井、钻井取心及测井资料解释等技术,对录井质量的依赖程度较高,识别精度与效率低,泛化能力差。随着计算机技术的迅速发展,将测井资料与计算机技术相结合开展岩性研究已成为岩性识别的有效手段。本文提出了一种基于梯度提升算法XGBoost和LightGBM的岩性识别方法。以苏里格气田苏东41-33区块下碳酸盐岩储层为例进行测试验证,采用该方法结合测井资料中的声波时差、自然伽马、光电吸收截面指数、密度、深侧向电阻率和补偿中子等6种参数进行岩性识别,并与KNN （K近邻分类器）、朴素贝叶斯和支持向量机等传统算法进行对比,结果表明,3种传统算法的岩性识别准确率分别为78.45%、74.43%和78.72%,基于梯度提升算法XGBoost和LightGBM的识别准确率分别达到了98.90%和98.72%,远高于传统算法。 相似文献
7.
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
8.
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
9.
定量计算城镇尺度地质灾害不同降雨强度下的危险性是地质灾害风险评价中的难点。以红层地区群发性浅层滑坡链式灾害为研究对象,探索一种新的城镇尺度下的地质灾害危险性量化评价方法,为城镇地质灾害风险评价奠定基础。通过查询喜德县米市河区域不同降雨频率下降雨参数,统计分析国家雨量站数据及近50 a的18场群发性地质灾害降雨历时、雨型分布特征。以土层厚度、植被覆盖度及地形数据处理为基础,基于STEM TRAMM数值计算方法及降雨分布曲线计算城镇地质灾害危险性,绘制研究区地质灾害危险性评价图。通过遥感解译数据、地面调查数据及灾害数据库数据与数值计算结果对比,表明应用降雨特征统计及STEM TRAMM数值计算方法精细化评价红层地区城镇地质灾害危险性具有良好的适应性、便捷性及科学性,可为其他不同孕灾背景下的城镇地质灾害危险性评价提供思路。 相似文献
10.
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
11.
中国是世界上遭受泥石流灾害最为严重的国家之一,灾害发生数量大,造成的人员伤亡和财产损失较高,同时监测和防治难度极大。本文收集了2005-2015年间发生的全部泥石流灾害共计10 927起,对灾害发生时间、地点、灾害规模、灾害损失以及灾害成因进行了统计,发现泥石流灾害具有近年来发生数量明显下降、集中分布在西部和东南沿海省份、特大型和大型灾害损失最为惨重等时空分布特点及成灾特点。通过对具体案例剖析后发现,预警技术有待提高、山区城镇建设场地选址不当、多年来泥石流灾害防治标准偏低、震区灾害防治形势严峻、灾害防治意识淡薄为我国泥石流灾害危害严重的主要原因。同时,我国正在积极应对泥石流灾害的威胁,如：主动提高震区泥石流灾害防治标准,研发新型的拦挡技术;研发具备实时可视化等功能的监测预警系统,提高监测预警效率;提高群众防灾意识,大力发展群测群防监测预警体系;转变观念,将泥石流灾害防治与城镇化发展规划有机结合。 相似文献
12.
针对目前地质灾害应急调查还处在野外全手工记录、应急数据传输不及时、室内手工处理数据等效率低下的情况,进行了地质灾害应急调查工具箱配套数据采集终端的研制,重点进行了自动化数据采集、数据电子化、应急数据实时化传输、数据管理智能化等设计。本文主要介绍在基于Android系统下的平板终端上,设计开发出一套智能化地质灾害应急调查软件,该软件遵循地质灾害调查技术规范,采用结构化和标准化的调查表模板,结合可视化的Google地图数据资源,为地质灾害调查人员现场采集数据（如文字信息,灾害点空间信息,有关灾害点的语音、视频、图片信息,绘制灾害点平面图、剖面图、素描图等）和后期对灾害点的管理,提供了更直观、更快捷、更高效的技术支持手段。该软件利用GIS技术,将采集的数据以可视化的方式展现在地图平台上,直观地反映地质灾害及隐患点的空间分布、灾害类型、灾害危害等级等详细信息,为地质灾害调查提供技术支撑。 相似文献
13.
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
14.
Exploring the characteristics of major natural disasters in China and their impacts during the past decades 总被引：4，自引：3，他引：1
The exploration of the characteristics of natural disasters (NDs) and their impacts have important implications for guiding disaster prevention and mitigation. This paper discussed the characteristics of the major NDs that occurred in mainland China between 1980 and 2011 based on the number of disasters and fatalities, the affected population, and the resulting economic damages. We further examined the relationships between the level of social/economic development and the disaster losses. At last, we also explored the trend variations in disaster losses and losses expressed as a percentage of gross domestic product (losses/GDP) for 31 provinces in China over the period from 1990 to 2011. The results show that over the past three decades, the number of major NDs and the number of affected population appear to exhibit a detectable increasing trend, while the direct economic losses and the deaths show a slight increase trend. The correlations between the number of disasters and the economic losses as well as deaths and between the economic losses and socioeconomic status were not significant (p > 0.05), which indicates that the growth in the number of disasters do not result in a significant increase in the disaster losses. Further investigations demonstrate that as economies develop, there are fewer losses/GDP in China over the past two decades. The per capita accumulative losses and losses/GDP in the western and central regions were higher than that in the eastern parts of China. There are significant regional differences in the trends in disaster losses and losses/GDP in China. Statistics also indicate that more than 70 % provinces in underdeveloped regions show an increasing trend in disaster losses, whereas exceeding 90 % provinces exhibit a decreasing trend in their losses/GDP. These results suggest that the economic development may have played an important role in improving the capacity of disaster prevention and reduction. 相似文献
15.
因特殊的地质环境条件,我省地质灾害发育,加之近年来经济增长、城镇扩张、降雨增多等因素共同影响,地质灾害数量和经济损失都呈现上升的趋势,因此地质灾害防治显得尤为必要。为全面认识地质灾害防治投入和社会经济发展的关系,本文通过对近十年的地质灾害现状、地质灾害防治投入和经济发展数据进行分析研究,建立固定经济投入下的总体收益函数,认为虽然青海省近年来地质灾害防治效果较好,但是从整体看,我省地质灾害防治投入较低,未达到最佳收益点。因此,相关部门在兼顾经济发展的同时也要关注地质灾害防治工作,随着经济增长适当调整防治投入,不仅能有效控制地质灾害损失,而且也保障社会其他效益。 相似文献
16.
Integrated risk zoning of drought and waterlogging disasters based on fuzzy comprehensive evaluation in Anhui Province,China 总被引：3，自引：2，他引：1
Zhongyi Sun Jiquan Zhang Qi Zhang Yue Hu Denghua Yan Chunyi Wang 《Natural Hazards》2014,71(3):1639-1657
This study presents a methodology for risk analysis, assessment, combination, and regionalization of integrated drought and waterlogging disasters in Anhui Province, which is supported by geographical information systems (GIS) and technique of natural disaster risk assessment from the viewpoints of climatology, geography, disaster science, environmental science, and so on. Along with the global warming, the occurrences of water-related disasters become more frequent and serious. It is necessary to determine the mode of spatial distribution of water-related disaster risk. Based on the principle of natural disaster risk, natural conditions, and socioeconomic situation, drought and waterlogging disaster risk index, which combined hazard, exposure, vulnerability, and restorability, was developed by using combined weights, entropy, and fuzzy comprehensive evaluation method. Drought and waterlogging disaster risk zoning map was made out by using GIS spatial analysis technique and gridding GIS technique. It was used for comparing the relative risk of economic and life losses in different grids of Anhui Province. It can also be used to compare the situation of different levels of drought and waterlogging disaster combination risk in a similar place. The result shows that the northwestern and central parts of Anhui Province possess higher risk, while the southwestern and northeastern parts possess lower risk. The information obtained from statistical offices and remote sensing data in relation to results compiled were statistically evaluated. The results obtained from this study are specifically intended to support local and national governmental agencies on water-related disaster management. 相似文献
17.
湖南省新宁县地质灾害经济损失评估 总被引：1，自引：0，他引：1
文章介绍了新宁县地质灾害特征,依据区内地质灾害经济损失评估的原则和方法,进行地质灾害现状评估和预测评估,为防治地质灾害提供科学借鉴。评估结果表明：（1）新宁县地质灾害灾情以轻度为主,其中,滑坡88处,崩塌10处,泥石流9处,地面塌陷6处,不稳定斜坡5处,共计118处;中度灾害及重度灾害各1处,皆为泥石流灾害。各类地质灾害已伤亡15人,毁坏城乡房屋333间,毁田44．5hm^2,毁路135m,直接经济损失878．1万元。（2）以新宁县地质灾害危险性分级指标为依据,按照点评估的要求,把新宁县地质灾害划分为高、中等、低三个危险性级别,其中高危险性级别9处,中等危险性级别49处,低危险性级别60处,地质灾害隐患点共威胁着4885人的生命和财产安全,威胁田地282．1hm^2,潜在最大经济损失为5042．1万元。 相似文献
18.
Fine assessment of tropical cyclone disasters based on GIS and SVM in Zhejiang Province, China 总被引：1，自引：1，他引：0
Tropical cyclones represent major natural disasters in low- and mid-latitude coastal areas. Effective assessment of tropical cyclone disasters provides a scientific reference for the formulation of tropical cyclone prevention and disaster-relief measures. Tropical cyclone disasters in Zhejiang Province are mainly studied based on GIS technology, by considering disaster-causing factors, disaster-affected bodies, the disaster-formative environment, and spatial distribution of disaster prevention and relief capacity. In light of an uncertain nonlinear relationship between assessment factors and disaster factors, we used support vector machines to establish a fine, quantitative assessment model. This model evaluates the following disaster indices: Disaster-affected population, direct economic loss, affected crop area, and number of damaged houses resulting from a tropical cyclone disaster in Zhejiang, with the county as basic assessment unit. Assessment of tropical cyclone No. 0908 shows that the developed assessment model is able to accurately evaluate the geographical distribution of losses caused by a tropical cyclone. 相似文献
19.
青岛崂山地区一直都存在着地质灾害及隐患,在旅游业快速发展的带动下,更是加剧了改造环境的人类工程地质活动,这些活动不仅增加了崂山地区滑坡、崩塌、泥石流等地质灾害及隐患的存在,而且增强了地质灾害的危险程度。近年来随着经济活动的增加,区内地质灾害隐患更是时刻威胁着人类的生命财产安全,并且有些已经造成了生命财产损失,因此有必要对区内开展地质灾害研究,为灾害防治提供科学依据。本文以青岛崂山区为实证,针对旅游背景条件下地质灾害隐患存在区域已经建立的灾害监测系统,对监测数据变化规律进行分析。通过对监测数据和气候因素的变化分析,结果表明气候因素对地质灾害的影响具有差异性,强降雨仍然是灾害引发的重要因素之一。同时旅游业的发展所带来的人类工程活动对地质灾害与隐患的存在有着不可忽视的影响作用。本文为崂山区地质灾害监测预警提供了地质灾害变形方面的参考资料,并为旅游地区的人类活动影响下的地质灾害研究拓宽了新的思路。 相似文献
20.
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