Geographic Information System

地理信息系统
  • 文章类型: Journal Article
    China has complex natural conditions and is rich in biodiversity. Based on the geographical distribution and species composition of terrestrial mammals, we explored the characteristics and geographic partitioning of mammal populations in different regions of China. We used a clustering algorithm, combined with the spatial distribution data and taxonomic characteristics of mammals, to geographically partition the terrestrial mammals in China. We found 10 zoogeographic regions of terrestrial mammals in China: Northeast region, North China region, Eastern grassland region, Western region, Northwest region, Qiangtang plateau region, Eastern Qinghai-Tibet Plateau region, Himalayan region, South China region, and Taiwan-Hainan region. We found a new geographical zoning pattern for terrestrial mammals in China, examined the variability and characteristics of species composition among different regions, and quantified the association between species distribution and environmental factors. We proposed a method of incorporating taxonomic information into cluster analysis, which provided a new idea for zoogeographic region studies, a new perspective for understanding species diversity, and a scientific basis for animal conservation and habitat planning.
    中国自然条件复杂,生物多样性丰富。本研究基于中国陆栖哺乳动物的地理分布与物种构成特征,探讨中国不同地区哺乳动物种群的特点和地理分区;采用聚类算法,结合哺乳动物的空间分布数据和分类学特征,对中国陆栖哺乳动物进行地理分区。结果表明: 中国陆栖哺乳动物可分为东北区域、华北区域、东部草原区域、西部区域、西北区域、羌塘高原区域、青藏东部区域、喜马拉雅区域、华南区域、台湾-海南区域共10个动物地理区。研究结果揭示了中国陆栖哺乳动物的新地理分区模式,展现了不同区域间物种组成的差异性和特点,揭示了物种分布与环境因素之间的关联。本研究提出将分类信息纳入聚类分析的方法,为动物地理区域研究提供了新思路,为理解物种多样性提供了新视角,并为动物保护和栖息地规划提供了科学依据。.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    为了实现全球建筑和建筑业2050年的脱碳目标,需要更多地关注减少建筑和拆除的碳排放。然而,目前对这些活动的国家碳核算研究在空间粒度和局部适用性方面仍然有限。本研究通过整合基于地理信息系统的建筑存量模型,开发了一个自下而上的日本建筑和拆除碳排放时空数据库,统计数据,和调查信息。关注市政级排放,使用对数平均除法指数方法分解时空变异并确定影响因素.结果表明,2005年至2020年间,日本建筑和拆除活动的碳排放量下降了50%以上,这主要是由于新增/拆除与库存的比率下降。建议向以股票为基础的社会过渡。中心城市对碳密集型建筑的依赖对其建筑排放的空间变化做出了积极贡献。强调可持续材料和木材设计的重要性。县之间在拆除排放强度方面的差异凸显了在关键地区战略部署回收设施以遏制与运输有关的排放。总的来说,这些发现为地方政府制定量身定制的建筑和拆除排放管理政策提供了数据参考。
    To meet the 2050 decarbonization target of the global buildings and construction sector, more attention is needed to reduce carbon emissions from construction and demolition. However, current national carbon accounting studies for these activities remain limited in spatial granularity and localized applicability. This study developed a bottom-up spatiotemporal database of carbon emissions from building construction and demolition in Japan via integrating a geographic information system-based building stock model, statistical data, and survey information. Focusing on municipal-level emissions, the Logarithmic Mean Divisia Index approach was used to decompose spatiotemporal variations and identify the contributing factors. Results indicate that carbon emissions from Japan\'s construction and demolition activities fell by more than 50% between 2005 and 2020, largely due to declining new/demolished-to-stock ratio, suggesting a transition to a stock-based society. Central cities\' reliance on carbon-intensive buildings positively contributed to spatial variations in their construction emissions, underscoring the importance of sustainable materials and timber designs. Differences between prefectures in demolition emission intensity highlighted the strategic placement of recycling facilities in key regions to curb transportation-related emissions. Overall, these findings provided data reference for local governments to devise tailored policies for managing construction and demolition emissions.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    鉴于当代能源和环境目标,能源系统的关键转变,包括生物质能,势在必行。生物质能源设施布局规划中的一个显著挑战是高效生产和相关投资成本之间的权衡。为了协调能源效率与经济可行性,同时建设集中式和分散式生物质能源设施的混合布局已成为至关重要的战略解决方案。然而,这两种布局的划分方法缺乏明确的数据支持。本研究建立了适合选择分布式布局的人口密度阈值(PDT),并采用人口密度作为划分两个布局的标准。以阜新市为例,混合布局规划方案是在不同的PDT下生成的,并为这些方案开发了成本和能源效益分析框架。结果表明,PDT为145人/km2的方案具有最高的能源和经济综合效益。与单一布局相比,本研究中提出的规划策略可以实现几乎相同的能源盈余水平,同时节省投资成本从2.039亿人民币到2,5000.23万人民币不等。调查结果适用于其他有类似情况的地区,本研究提出的分析框架可用于制定其他国家和地区的生物质开发战略。
    In light of contemporary energy and environmental objectives, a pivotal transformation of the energy system, encompassing biomass energy, is imperative. A notable challenge in biomass energy facility layout planning is the trade-off between high-efficiency production and the associated investment costs. To harmonize energy efficiency with economy viability, a hybrid layout with the simultaneous construction of centralized and decentralized biomass energy facilities has emerged as a crucial strategic solution. However, the delineation methods for these two layouts lack explicit data support. This study established a population density threshold (PDT) suitable for selecting the distributed layout and employed population density as the criterion for delineating the two layouts. Taking Fuxin City as an example, hybrid layout planning schemes were generated under different PDTs, and a cost and energy benefit analysis framework was developed for these schemes. The results indicated that the scheme with a PDT of 145 person/km2 exhibited the highest energy and economic comprehensive benefits. Compared to a single layout, the planning strategy proposed in this study could achieve nearly the same energy surplus level while saving an investment cost ranging from 2403.9 million CNY to 25,000.23 million CNY. The findings are applicable to other regions with similar conditions, and the analysis framework proposed in this study can be utilized in formulating biomass development strategies for other countries and regions.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:本研究旨在调查东部老年人肝病合并症的危险因素,中央,和中国西部,探索二进制,健康生态模型中肝病的三元和四元共病共因果模式。
    方法:使用中国健康与退休纵向研究(CHARLS)的数据分析了9,763名老年人的基本信息。LASSO回归用于确定东部地区的重要预测因子,中央,和中国西部。使用关联规则研究了肝病合并症的模式,并使用地理信息系统分析了空间分布。此外,二进制,三元,和四元网络图被构建来说明肝脏疾病合并症和共同原因之间的关系。
    结果:在9,763名老年人中,536人被发现患有肝病合并症,二元或三元合并症是最普遍的。肝病合并症患病率较高的省份主要集中在内蒙古,四川,和河南。确定的最常见的合并症模式是“肝-心-代谢”,“肝肾”,“肝肺”,和“肝-胃-关节炎”。在东部地区,重要的组合模式包括“肝病-代谢性疾病”,“肝病-胃病”,和“肝病-关节炎”,主要影响因素为睡眠时间小于6h,经常喝酒,女性,和日常活动能力。在中部地区,常见的组合模式包括“肝病-心脏病”,“肝病-代谢性疾病”,和“肝病-肾病”,主要影响因素是小学以下的教育水平,婚姻,有医疗保险,锻炼,没有残疾。在西部地区,主要共病模式是“肝病-慢性肺病”,“肝病-胃病”,“肝病-心脏病”,和“肝病-关节炎”,主要影响因素是健康满意度一般或较差,一般或健康状况不佳,剧烈疼痛,没有残疾。
    结论:与肝病相关的合并症在整体和局部水平上都表现出特定的聚类模式。通过分析不同地区肝病的共病模式,建立共病共病因果模式,本研究为肝病的防治提供了新的视角和科学依据。
    OBJECTIVE: This study aimed to investigate the risk factors for liver disease comorbidity among older adults in eastern, central, and western China, and explored binary, ternary and quaternary co-morbid co-causal patterns of liver disease within a health ecological model.
    METHODS: Basic information from 9,763 older adults was analyzed using data from the China Health and Retirement Longitudinal Study (CHARLS). LASSO regression was employed to identify significant predictors in eastern, central, and western China. Patterns of liver disease comorbidity were studied using association rules, and spatial distribution was analyzed using a geographic information system. Furthermore, binary, ternary, and quaternary network diagrams were constructed to illustrate the relationships between liver disease comorbidity and co-causes.
    RESULTS: Among the 9,763 elderly adults studied, 536 were found to have liver disease comorbidity, with binary or ternary comorbidity being the most prevalent. Provinces with a high prevalence of liver disease comorbidity were primarily concentrated in Inner Mongolia, Sichuan, and Henan. The most common comorbidity patterns identified were \"liver-heart-metabolic\", \"liver-kidney\", \"liver-lung\", and \"liver-stomach-arthritic\". In the eastern region, important combination patterns included \"liver disease-metabolic disease\", \"liver disease-stomach disease\", and \"liver disease-arthritis\", with the main influencing factors being sleep duration of less than 6 h, frequent drinking, female, and daily activity capability. In the central region, common combination patterns included \"liver disease-heart disease\", \"liver disease-metabolic disease\", and \"liver disease-kidney disease\", with the main influencing factors being an education level of primary school or below, marriage, having medical insurance, exercise, and no disabilities. In the western region, the main comorbidity patterns were \"liver disease-chronic lung disease\", \"liver disease-stomach disease\", \"liver disease-heart disease\", and \"liver disease-arthritis\", with the main influencing factors being general or poor health satisfaction, general or poor health condition, severe pain, and no disabilities.
    CONCLUSIONS: The comorbidities associated with liver disease exhibit specific clustering patterns at both the overall and local levels. By analyzing the comorbidity patterns of liver diseases in different regions and establishing co-morbid co-causal patterns, this study offers a new perspective and scientific basis for the prevention and treatment of liver diseases.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    由于环境挑战,快速的城市发展增长在全球范围内引起了激烈的争论。这项研究考察了卡拉奇市非正式建筑增长的时空趋势。使用地理信息系统,研究了过去20年(2000-2020年)非正规建筑增长的趋势。为了实现研究目标,地理参考高分辨率地图和卫星图像用于基于精度的空间数据。卡拉奇分为五种不同的土地利用和土地覆盖(LULC):正式建成,非正式的积累,空置,水体,绿色空间。五个不同年份非正式建制增长变化的空间数据,2000年、2005年、2010年、2015年和2020年是通过使用ArcMap数字化获取的地图生成的。随后,使用IDRISI软件中的土地变更建模器(LCM)分析了卡拉奇基于2000-2005年,2005-2010年,2010-2015年和2015-2020年五年的非正式建筑增长的收益和转移。此外,使用IDRISI中的集成元胞自动机马尔可夫(CA-Markov)模拟模型,预测了未来40年(2020-2060年)的土地利用土地覆盖变化(LULCC)。结果显示,卡拉奇的建筑正在迅速扩大。将土地转换为非正式建成区令人震惊,在过去的二十年(2000-2020年)中,它已从144.31km2变为217.19km2,其中72.88km2,并占用了绿色和农业用地。大多数非正式建成区已从空置(71.01km2)的土地使用土地覆盖(LULC)过渡。非正式建筑面积可从217.19平方公里扩大到317.63平方公里,到2060年约为100.44平方公里。有计划和无计划的发展将朝着城市的东(E)方向发展,并将转变和破坏农业和空地。本研究为城市规划者提供了建议,行政机关,和决策者控制非正式增长并实现发展中国家的可持续发展目标。
    Rapid urban developmental growth is a heated debate worldwide due to environmental challenges. This research has examined the spatiotemporal trend of informal built-up growth in Karachi city. Using a geo-information system, the past twenty years (2000-2020) trends of informal built-up growth are examined. For attaining the research objectives, geo-referenced high-resolution maps and satellite images are used for accuracy based spatial data. Karachi is divided into five different land use and land cover (LULC): formal built-up, informal built-up, vacant, water bodies, and green spaces. Spatial data of informal built-up growth change of five different years, 2000, 2005, 2010, 2015, and 2020 are generated through acquired maps digitization using ArcMap. Subsequently, the gains and transfers of Karachi\'s informal built-up growth based on five years 2000-2005, 2005-2010, 2010-2015, and 2015-2020 are analyzed using the Land Change Modeler (LCM) in IDRISI software. Also, land use land cover changes (LULCC) are predicted for the next 40 years (2020-2060) using the integrated Cellular Automata Markov (CA-Markov) simulation model in IDRISI. The results revealed that Karachi\'s built-up is expanding rapidly. Land conversion into the informal built-up area is alarming, as it has changed from 144.31 km2 to 217.19 km2 with 72.88 km2 in the past twenty years (2000-2020) and has occupied green and agricultural land. Most informal built-up areas have transitioned from vacant (71.01 km2) land use land cover (LULC). The informal built-up area could expand from 217.19 km2 to 317.63 km2, with about 100.44 km2 up to 2060. The planned and unplanned development will be towards the city\'s East (E) direction and will convert and ruin agriculture and vacant land. The present study provides suggestions to urban planners, administrative authorities, and policymakers to control informal growth and achieve sustainable development goals in developing countries.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    资源要素的匹配失衡导致土地利用要素冲突(LUEC),成为制约社会经济高质量发展的瓶颈。由于高资源消耗,重工业区(HIZ)已成为LUEC的重点领域。以辽宁省中部城市群为例,以东北工业振兴地区为例,该研究提出了一种小波相干方法来识别LUEC的影响指标和指标权重,以用于空间评估。利用二维图论在地块尺度上对LUEC的评价结果进行聚类,并对主要指标进行控制,提出LUEC的分区策略。结果表明,影响HIZ西部LUECs的主要指标主要是人类指标,而东部的激烈冲突主要来自自然指标。HIZ的LUEC分区策略应防止过度能源消耗增加强烈冲突地区和中度冲突地区的碳排放,加强轻度冲突地区的农村定居点安排和水土流失控制,并在潜在冲突地区建立生态安全预警。本研究为全球重工业城市群土地利用冲突提供了重要参考。
    The matching imbalance of resource factors leads to land use elemental conflicts (LUECs), which has become the bottleneck restricting high-quality social and economic development. The heavy industrial zones (HIZ) have become the focus area of LUECs due to the high-resource consumption. Taking the urban group of central Liaoning Province, the area of industrial revitalization in northeast China as a case study area, the study proposed a wavelet coherence approach to identifying the influencing indicators and indicators weight of LUECs for spatial evaluation. Two-dimensional graph theory is used to cluster the evaluation results of LUECs at the plot scale and controls the main indicators to put forward the zoning strategies of LUECs. The results showed that the main indicators affecting LUECs in the western part of the HIZ are mainly human indicators, while the fierce conflicts in the east mainly come from natural indicators. The zoning strategies of LUECs in the HIZ should prevent excessive energy consumption from increasing carbon emissions in intense conflict zone and moderate conflict zone and strengthen the rural settlement arrangement and soil erosion control in mild conflict zone and structure ecological security early warnings in potential conflict zone. This study provides an important reference for land use conflicts in the global heavy industrial urban agglomeration.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    针对医生的暴力行为是全球关注的问题。在中国,对医生的暴力伤害定期发生。在2020年,至少有54%的医务人员目睹了一次暴力伤害事件。分析这种现象并制定预防措施是医学界和犯罪界共同关注的问题。
    这项研究包括广东省针对医生的712起伤害事件,中国,从2019年1月到2022年10月。使用ArcGIS和Excel软件分析了这些事件的空间分布和时空变化。
    考虑到地理分布,针对医生的伤害事件显示出三级同心圆模式,广州和深圳,邻近城市,遥远的城市排名很高,中等,和低风险地区,分别。在时间分布中,高发期为9-11、14-15和20时,每天的发病率往往相似,6月和7月的高峰。
    我们发现,针对医生的伤害事件的风险水平与该地区的医疗资源水平呈正相关。损伤事件发生率在白天工作时间较高。温度可能对医生的伤害事件产生强烈的积极影响。
    UNASSIGNED: Violence against doctors is a global concern. Violent injuries against doctors occur periodically in China. At least one violent injury event was witnessed by 54% of medical staff against doctors in 2020. Analyzing this phenomenon and establishing preventive measures is a common concern of the medical and criminal communities.
    UNASSIGNED: This study comprised 712 injury events against doctors in Guangdong Province, China, from January 2019 to October 2022. The spatial distribution and spatiotemporal changes of these events were analyzed using ArcGIS and Excel software.
    UNASSIGNED: Considering the geographical distribution, the injury events against doctors showed a three-level concentric circle pattern where, Guangzhou and Shenzhen, adjacent cities, and distant cities were ranked as high, medium, and low-risk areas, respectively. In temporal distribution, the periods of high incidence were 9-11, 14-15, and 20 o\'clock, and the incidence tended to be similar daily, with the peaks in June and July.
    UNASSIGNED: We found that the risk level of injury events against doctors was positively correlated with the medical resources level in the areas. The injury event incidence was higher during the daytime working hours. Temperature may have a strong positive effect on injury events against doctors.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    心血管疾病(CVD)是全球死亡的主要原因,冠芥蒂(CHD)是它的主要范畴。已经表明,城市建筑环境会影响CHD的发生,但大多数关注单一环境因素。本研究开发了两个多成分城市心脏健康环境(UHHE)指数(未加权指数和加权指数),这是基于冠心病的四个主要行为危险因素(不健康的饮食,缺乏体力活动,吸烟,喝酒)。并考察了各指标与冠心病患病率的关系。患病率计算基于F医院患者的数据库,谁有冠状动脉支架植入术(CSI)。此外,对这些单中心数据进行校正,以减少对患病率的低估.我们进行了全局(有序最小二乘法)和局部(地理加权回归)回归分析,以评估两个UHHE指数与CHD患病率之间的关系。两项指标均与冠心病患病率呈显著负相关。在它的空间关系中,发现了一个不稳定的物体。UHHE指数可能有助于确定和确定CHD预防的地理区域的优先级,并可能有利于中国的城市设计。
    Cardiovascular disease (CVD) is the leading cause of death globally, coronary heart disease (CHD) is the main category of it. It has been shown that the urban built environment affects the occurrence of CHD, but most focus on single environmental factors. This study developed two multicomponent Urban Heart Health Environment (UHHE) Indexes (unweighted index and weighted index), which were based on the four main behavioral risk factors for CHD (unhealthy diet, lack of physical activity, smoking, and drinking). And we examined the relationship between the indexes and the prevalence of CHD. The prevalence calculation is based on the database of F Hospital patients, who have had coronary stent implantation (CSI). Furthermore, these single-center data were corrected to reduce underestimation of prevalence. We performed global (Ordinal Least Square) and local (Geographically Weighed Regression) regression analyses to assess the relationship between the two UHHE indexes and CHD prevalence. Both indexes showed a significant negative relationship with CHD prevalence. In its spatial relationship, a non-stationary was discovered. The UHHE indexes may help identify and prioritize geographical areas for CHD prevention and may be beneficial to urban design in China.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    从农业废物中产生的沼气可以有潜在的好处,比如提供清洁的可再生能源,保护生态环境,减少二氧化碳排放。然而,关于农业废弃物的沼气潜力及其在县级二氧化碳减排的研究很少。在这里,计算了农业废弃物的沼气潜力,利用地理信息系统确定了湖北省2017年的空间分布。然后,利用熵权和线性加权法建立了农业废弃物沼气潜力竞争优势评价模型。此外,通过热点分析得到了农业废弃物沼气潜力的空间分区。最后,沼气的标准煤当量,相当于沼气的煤炭消耗,并根据空间划分结果估算了CO2减排量。结果表明,湖北省农业废弃物的总沼气潜力和平均沼气潜力分别为18,498,317,558.54和222,871,295.89m3。潜江市,监利县,仙桃市,枣阳市在农业废弃物沼气潜力方面具有较高的竞争优势。农业废弃物中沼气潜力的CO2减排量主要在I类和II类。
    Biogas produced from agricultural waste can have potential benefits, such as offer clean renewable energy, protect the ecological environment, and reduce CO2 emission. However, few studies have been conducted on the biogas potential from agricultural waste and its CO2 emission reduction at the county level. Herein, the biogas potential from agricultural waste was calculated, and its spatial distribution in Hubei Province in 2017 was determined using a geographic information system. Then, an evaluation model for the competitive advantage of the biogas potential from agricultural waste was established using entropy weight and linear weighting methods. Moreover, the space partition of the biogas potential from agricultural waste was obtained through hot spot analysis. Lastly, the standard coal equivalent of biogas, the equivalent of coal consumption of biogas, and the CO2 emission reduction based on the space partition result were estimated. Results showed that the total and average biogas potentials from agricultural waste in Hubei Province were 18,498,317,558.54 and 222,871,295.89 m3, respectively. Qianjiang City, Jianli County, Xiantao City, and Zaoyang City had a high competitive advantage in the biogas potential from agricultural waste. The CO2 emission reduction of the biogas potential from agricultural waste was mainly in classes I and II.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    由于气候变化导致的极端降雨,城市洪水风险是近期重大风险之一,其发生频率和强度不断加快。系统评价城市洪涝灾害对社会经济的影响,本文提出了一种基于GIS的空间模糊综合评价(FCE)框架,用于地方政府有效地采取应急措施,特别是在紧急救援条件下。风险评估程序可以从四个方面进行研究:1)应用水动力模型来模拟淹没的深度和程度;2)用6种方法选择的有关运输衰减的评估指标来量化洪水的影响,住宅安全,根据深度损害函数和有形和无形的货币损失;3)实施FCE方法:利用模糊理论对城市洪水风险进行综合评价。4)在ArcGIS平台上直观地呈现单个和多个影响因素的风险图。在SA市进行了详细的案例研究,验证了所采用的多指标评估框架的有效性,这可以帮助检测运输效率低的高风险区域,高经济损失,社会影响大,和高无形损害。单因素分析的结果也可以为决策者和其他利益相关者提供可行性建议。理论上,由于可以通过水动力模型来模拟淹没分布,而不是使用危害因素进行主观预测,因此该方法倾向于提高评估精度。而洪水损失模型的影响量化也可以直接反映所涉及因素的脆弱性,而不是传统方法的经验权重分析。此外,结果表明,风险水平较高的地区合理地与严重的淹没情况和密集的危险体相吻合。这个系统的评估框架可以为进一步扩展到其他类似城市提供适用的参考。
    Due to the climate change-induced extreme rainfall, urban flooding risk is one of the major concerning risks in the near future with accelerating occurrence frequency and intensity. To systematically evaluate the socioeconomic impacts induced by urban flooding, this paper proposed a GIS-based spatial fuzzy comprehensive evaluation (FCE) framework for local government to efficiently take contingency measures especially under urgent rescue conditions. The risk-assessing procedure could be investigated in 4 aspects: 1) application of the hydrodynamic model to simulate the depth and extent of inundation; 2) quantification of the impact of flooding with 6 methodically picked evaluation indexes concerning the transportation attenuation, residential security, and tangible and intangible monetary losses according to depth-damage functions; 3) implementing FCE method: comprehensive evaluation of urban flooding risk with the diverse socioeconomic indexes by fuzzy theory; and 4) presenting the risk maps of single and multiple impact factors intuitively in ArcGIS platform. The detailed case study in SA city validates the effectiveness of the adopted multiple index evaluation framework, which could help detect higher risk areas with low transport efficiency, high economic loss, high social impact, and high intangible damage. The results of single-factor analysis can also provide feasible suggestions for decision-makers and other stakeholders. Theoretically, the proposed method tends to improve the evaluation accuracy as the inundation distribution can be simulated by hydrodynamic model rather than subjective prediction with hazard factors, while the impact quantification with flood-loss models can also directly reflect the vulnerability of involved factors instead of empirical weight analysis of traditional methods. Besides, the results illustrate that the areas with higher risk levels reasonably coincide with severe inundation situations and dense hazard-bearing bodies. This systematic evaluation framework can support applicable references for further extension to other similar cities.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号