1978-2020年中国台风灾害灾情时空分布格局及影响因素分析OA北大核心CSTPCD
Analysis of Temporal-Spatial Patterns and Impact Factors of Typhoon Disaster Losses in China from 1978 to 2020
为探究中国台风灾害影响和灾情的时空分布及演化规律,基于县域经济社会和灾情统计数据、历史台风风雨数据、高精度地形数据等资料,以县级行政区为空间单元,采用时序统计分析法、重心模型、地理探测器、空间相关分析、地理加权回归等方法,对1978-2020年中国台风灾害灾情的时空分布格局及影响因素进行分析,结果显示:1)台风灾害造成的死亡失踪人口、倒损房屋数量和每百万人口死亡失踪率、直接经济损失占GDP的比重均呈下降趋势,防灾减灾工作取得显著成效;2)台风灾害灾情重心随沿海地区经济发展南移,灾害影响呈现沿海地区减轻、内陆地区加重的特征;3)台风引发的风雨是灾情的主要驱动因素,地形因素是造成人员死亡失踪和农作物损失的驱动因素之一;4)浙江闽北、粤西桂东两大区域灾情集聚特征显著,与台风活动规律和经济发展水平密切相关;5)局部地区生产总值与灾情呈负相关关系,反映经济社会发展对防灾减灾能力的促进作用.
Typhoons are among the most significant natural disasters affecting the eastern and southern coastal regions of China,inflicting substantial annual damage on both coastal and inland areas.Since the initiation of the reform and opening-up policy,the socioeconomic development of the coastal regions of China has been swift,leading to increased exposure to typhoons.In the context of global climate change,typhoons are expected to increase in frequency and intensity in China.Therefore,researching on the spatiotemporal pattern characteristics of typhoons impacting China is of critical importance for understanding the impact patterns and risk changes of typhoon disasters,as well as for formulating policies on disaster response,prevention,and mitigation.This study aims to provide valuable insights into the formulation of such policies.Based on these objectives,this study utilized a comprehensive dataset,including county-level socioeconomic and disaster statistics,historical typhoon wind and rainfall data,and high-precision topographic data.Using county-level administrative regions as spatial units,this study employed various methods,such as time-series statistical analysis,gravity model,geographical detector,spatial correlation analysis,and geographically weighted regression,to analyze the spatiotemporal distribution patterns and influencing factors of typhoon disaster conditions in China from 1978 to 2020.The findings of this study are as follows:(1)The number of deaths and missing persons,quantity of damaged housing,death,and missing rate per million people,and proportion of direct economic loss to GDP caused by typhoon disasters have all shown a declining trend,indicating significant achievements in disaster prevention and mitigation efforts.(2)The center of gravity of typhoon disaster-related losses has shifted southward,corresponding with the economic development of coastal regions,demonstrating a reduced disaster impact in coastal areas and an increased impact in inland areas.(3)Wind and rain induced by typhoons are the primary driving factors of disaster conditions,and topographical factors are also drivers of casualties and crop loss.(4)The two major regions,Zhejiang-Northern Fujian and Western Guangdong-Eastern Guangxi,exhibit significant characteristics of disaster condition agglomeration,closely related to typhoon activity patterns and levels of economic development.(5)There is a negative correlation between the gross local product and disaster conditions in some areas,reflecting the role of socioeconomic development in enhancing the capacity for disaster prevention and mitigation.
张鹏;张云霞;汪洋;丁一;尹宜舟;董震;武喜红
应急管理部国家减灾中心,北京 100124国家气候中心,北京 100081中科星图空间技术有限公司,西安 710199
环境科学
台风灾害县域尺度时空格局地理探测器空间相关分析GWR模型中国
typhoon disastercounty leveltemporal-spatial patterngeo-detectorspatial correlationGWR modelChina
《热带地理》 2024 (006)
1047-1063 / 17
国家重点研发计划专项项目(2022YFC3006400、2022YFC3006405)
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