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Extreme weather events (EWEs)-Related health complications in Bangladesh: A gender-based analysis on the 2017 catastrophic floods 孟加拉国与极端天气事件(EWEs)相关的健康并发症:基于性别的 2017 年灾难性洪水分析
Pub Date : 2024-09-01 Epub Date: 2023-10-23 DOI: 10.1016/j.nhres.2023.10.006

Floods are major Extreme Weather Events (EWEs) that are more frequent and intense. Floods has multifarious dire impacts on human health, but health implications of floods are limitedly examined from a gender lens, particularly in the context of developing countries, like Bangladesh. Floods periodically hit in Bangladesh. The 2017 was a catastrophic year for Bangladesh. The year experienced two consecutive floods that were more catastrophic in the last couple of decades and direly affected 24 districts of the country. The floods resulted in health stress and intensifying exposure to manifold health vulnerabilities. Our study aimed to investigate gendered health complications caused by the floods and the impacts of the confluence of the floods and vulnerabilities relating to water, sanitation, health care facilities on reproductive health. To explore gendered dimensions of health, we conducted 280 household surveys, 4 Focus Group Discussions, 4 In-Depth Interviews, and 6 Key Informant Interviews within the framework of mixed-method research in a northern flood-prone district named Jamalpur. Our findings showed that 84.6% of the respondents stated water gets polluted during floods, and 69.6% identified polluted water as a major challenge while collecting water during floods. Due to living with polluted floodwater, fever (66.4%) and diarrheal diseases (55.4%) were most common among women. In respect to reproductive health, 75% of the females reported improper menstrual management causing mental shocks and vaginal infections; over 66.4% females noted remaining without any measures. To mitigate health vulnerability, majority of the rural women (78.6%) encountered challenges – including the dearth of available medicine and poor transportation and communication. Health vulnerability also increased when poor communities failed to afford the cost of medicine because of poor economic condition and food insecurity. Consequently, our study recommends for fostering health education and the immediate deployment of health care facilities on an emergency basis to reduce health complications, especially among marginal groups (e.g., women and children). Future research can explore how the intersection of economic insecurity and flood whet differential health complications among poor and non-poor.

洪水是主要的极端天气事件(EWEs),其发生频率更高,强度更大。洪水对人类健康造成了多方面的严重影响,但从性别视角审视洪水对健康的影响却十分有限,尤其是在孟加拉国这样的发展中国家。洪水定期袭击孟加拉国。2017 年对孟加拉国来说是灾难性的一年。这一年连续发生了两次在过去几十年中更为灾难性的洪灾,全国 24 个地区受到严重影响。洪灾造成了健康压力,加剧了多方面的健康脆弱性。我们的研究旨在调查洪水造成的性别健康并发症,以及洪水和与水、卫生、医疗设施有关的脆弱性对生殖健康的影响。为了探究健康的性别层面,我们在北部洪灾多发区贾马尔布尔(Jamalpur)开展了 280 次家庭调查、4 次焦点小组讨论、4 次深入访谈和 6 次关键信息提供者访谈,并在此框架内进行了混合方法研究。研究结果显示,84.6% 的受访者表示洪水期间水会受到污染,69.6% 的受访者认为洪水期间水污染是取水时面临的主要挑战。由于生活在被污染的洪水中,妇女最常见的疾病是发烧(66.4%)和腹泻(55.4%)。在生殖健康方面,75% 的女性表示月经管理不当会导致精神创伤和阴道感染;超过 66.4% 的女性表示仍未采取任何措施。为了减轻健康方面的脆弱性,大多数农村妇女(78.6%)遇到了各种挑战,包括药品匮乏、交通和通讯不畅。当贫困社区因经济条件差和粮食不安全而无法负担医药费用时,健康脆弱性也会增加。因此,我们的研究建议加强健康教育,并立即紧急部署医疗保健设施,以减少健康并发症,尤其是边缘群体(如妇女和儿童)的健康并发症。未来的研究可以探讨经济不安全与洪水的交织如何在穷人和非穷人中造成不同的健康并发症。
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引用次数: 0
Comprehensive seismic hazard assessment for Guwahati City, Northeast India: Insights from probabilistic and deterministic seismic hazard analysis 印度东北部古瓦哈提市地震灾害综合评估:概率和确定性地震灾害分析的启示
Pub Date : 2024-09-01 Epub Date: 2023-11-08 DOI: 10.1016/j.nhres.2023.10.005

This paper presents a comprehensive seismic hazard assessment for Guwahati city, located in the northeast region of India. The earthquake data considered for the study is from 1762 to 2020, which was sourced from the published data of various seismological agencies. The fault information comprises of the latest studies and Seismotectonic Atlas (SEISAT) data. The density of earthquakes close to the faults was used to define the fault zones. The G-R relationship was utilized to calculate the seismicity parameters of the identified faults. We have used PSHA and DSHA to estimate the ground motion parameters such as peak ground acceleration and spectral acceleration at various probabilities of exceedance to calculate the level of seismic hazard. The results indicate that the seismic hazard in Guwahati is moderate to high, with several active faults in the vicinity and a high potential for strong ground motions. This study includes identifying the controlling source for Guwahati and plotting the seismic hazard curve and uniform hazard spectra for various probabilities of exceedance, which will give a basic idea of the seismic hazard of the city. The findings of this study can be used as a basis for earthquake risk reduction and mitigation strategies in Guwahati.

本文对位于印度东北部地区的古瓦哈提市进行了全面的地震危害评估。研究中考虑的地震数据时间跨度为 1762 年至 2020 年,数据来源于各地震机构公布的数据。断层信息包括最新研究和地震构造图集(SEISAT)数据。断层附近的地震密度被用来定义断层带。利用 G-R 关系计算已确定断层的地震参数。我们使用 PSHA 和 DSHA 估算地动参数,如不同超限概率下的峰值地面加速度和频谱加速度,以计算地震危害程度。结果表明,古瓦哈提的地震危害程度为中度到高度,附近有多条活动断层,发生强烈地动的可能性很大。这项研究包括确定古瓦哈提的控制震源,绘制地震危险性曲线和各种超限概率的均匀危险性频谱,从而对该市的地震危险性有一个基本概念。这项研究的结果可作为古瓦哈提市地震风险降低和减灾战略的基础。
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引用次数: 0
Adaptation planning for climate change: An application of the advanced bibliometric analytical framework 气候变化适应规划:应用先进的文献计量学分析框架
Pub Date : 2024-09-01 Epub Date: 2023-11-15 DOI: 10.1016/j.nhres.2023.11.005

There has been a surge in research on adaptation planning to address climate change and its effects. This study conducted a bibliometric analysis of the keywords “adaptation planning” and “climate change” to determine the level of research being undertaken using a proposed Advanced Bibliometric Analytical Framework (ABAF). ABAF intends to overcome the inconsistency and vagueness surrounding the existing bibliometric analytical frameworks. Three types of analyses, namely performance analysis, rank analysis, and scientific mapping, were carried out on a dataset of 1087 research articles retrieved from the Web of Science database. The study found contributions from 1515 institutions and 116 countries. Most studies were published in English and Chinese languages only. An upward trend was observed in the number of publications per year, with 135 being the highest number recorded in 2021, emphasizing SDG13: Climate Action, followed by SDGs 6, 15, and 14. Findings show adaptation planning as a trending discourse in the impact reduction of climate extreme events. The results of this study can serve as a foundation for future research on adaptation planning for climate change. Additionally, ABAF can be applied in any bibliometric analytical study, and the framework could be expanded to include additional analysis typologies and metrics to enhance its comprehensiveness.

针对气候变化及其影响的适应规划研究激增。本研究对关键词 "适应规划 "和 "气候变化 "进行了文献计量分析,以确定使用拟议的高级文献计量分析框架(ABAF)开展的研究水平。高级文献计量分析框架旨在克服现有文献计量分析框架的不一致性和模糊性。研究对从科学网数据库检索到的 1087 篇研究文章数据集进行了三种分析,即绩效分析、排名分析和科学绘图。研究发现了来自 1515 个机构和 116 个国家的投稿。大多数研究仅以英文和中文发表。每年发表的论文数量呈上升趋势,2021 年的论文数量最高,达到 135 篇,其中强调了可持续发展目标 13:气候行动,其次是可持续发展目标 6、15 和 14。研究结果表明,适应规划是减少气候极端事件影响的趋势性论述。本研究的结果可作为未来气候变化适应规划研究的基础。此外,ABAF 还可应用于任何文献计量分析研究,该框架还可扩展到其他分析类型和指标,以增强其全面性。
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引用次数: 0
Assessment of multi-components and sectoral vulnerability to urban floods in Peshawar – Pakistan 巴基斯坦白沙瓦城市洪水多成分和部门脆弱性评估
Pub Date : 2024-09-01 Epub Date: 2023-12-14 DOI: 10.1016/j.nhres.2023.12.012

Over the last two decades, urban floods and their impacts have been on the rise worldwide, owing to both climatic changes and human activities. The present study examines different at-risk elements, such as residential, commercial, and critical facilities, to evaluate their multi-components of vulnerability to urban floods in Peshawar, Pakistan. Based on the impacts of urban floods, the weightage of each component of the vulnerability for the selected elements at risk is defined. This study presents and uses the modified Fisher's ideal quantity index to combine the different vulnerability components into a single value. Additionally, the Patnaik and Narayan vulnerability index is employed to generalize sector-wise vulnerabilities across the study area. The results show that the old physical infrastructure of commercial and manufacturing units in the Kohati Gate area is highly vulnerable to urban floods, while the residential units are the least susceptible due to their distanced location from the drainage system. In Hayatabad, encroachments along the torrent's sides, affecting housing and educational institutions, contributed to increased vulnerability to urban floods, despite their relatively lower physical vulnerability. The study provides a new platform for understanding the multi-components of vulnerability to urban floods and tackling the challenges posed by urban floods effectively.

在过去的二十年里,由于气候变化和人类活动,城市洪水及其影响在全球范围内呈上升趋势。本研究考察了不同的风险要素,如住宅、商业和重要设施,以评估它们在巴基斯坦白沙瓦城市洪水中的脆弱性的多个组成部分。根据城市洪水的影响,确定了所选风险要素脆弱性各组成部分的权重。本研究提出并使用修正的费雪理想数量指数,将不同的脆弱性组成部分合并为一个单一值。此外,还采用了 Patnaik 和 Narayan 脆弱性指数来概括整个研究区域各部门的脆弱性。结果显示,科哈提门地区商业和制造业单位的老旧物质基础设施极易受到城市洪水的影响,而住宅单位由于远离排水系统,受影响最小。在哈亚塔巴德,尽管住宅和教育机构的物理脆弱性相对较低,但沿洪流两侧的侵占行为影响了这些机构,导致它们更容易受到城市洪水的影响。这项研究提供了一个新的平台,有助于了解城市洪水脆弱性的多重因素,并有效应对城市洪水带来的挑战。
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引用次数: 0
A review on the extreme rainfall studies in India 印度极端降雨研究综述
Pub Date : 2024-09-01 Epub Date: 2023-08-28 DOI: 10.1016/j.nhres.2023.08.005

Climate vulnerability in the Indian region becomes a major concern due to the frequent hydro-meteorological extreme events throughout the year. The number of extreme rainfall events (ERE) associated with monsoon, thunderstorms and short-spanned local cloudbursts which are mainly ranges from a few hours to a few days, has increased in recent decades over the subcontinent. There is a need to quantify these high impact weather events and to understand the spatio-temporal dynamics and associated physical processes for the real time prediction for pro-active disaster management. This review paper highlights the various research works carried out and suggests the need of observation, modelling efforts for simulation/prediction of the EREs in the continental India. The works starting from cloudburst in the Himalayan region (Leh, Uttarakhand, Himachal Pradesh) to the heavy rainfall in Kerala, Bangalore, Mumbai, Chennai etc. as presented by earlier researchers are being reported in this compilation. The ERE intensity and frequency distribution in India are being analyzed using IMD gridded rainfall observation for 72 years. The analysis indicates the increasing trend in the intensity of daily rainfall during the ERE in the subcontinent. The current state of research in the multi-scale study of the ERE as well as their future changes based on climate model outputs are reviewed and the challenges are also reviewed. Evaluation of the capability of the state of art meso scale models like Weather Research and Forecasting (WRF) model for the simulation of such events at high resolution using the high-performance computing and the assimilation techniques are also emphasized in the recent research in this field. Along with the impact of large-scale physical processes like El Nino Southern Oscillations (ENSO), also the sensitivity of the urbanization, topography in the simulation of the convective meso-scale events is being presented and which indicated the down-scaled data are the best tool for the ERE research. This review will surely help the interdisciplinary researchers for the extreme analysis of the high impact hydro-meteorological disaster events.

由于全年频繁发生水文气象极端事件,印度地区的气候脆弱性成为人们关注的主要问题。近几十年来,印度次大陆与季风、雷暴和短时局地云爆相关的极端降雨事件(ERE)数量有所增加,这些事件主要持续数小时至数天不等。有必要对这些高影响天气事件进行量化,并了解其时空动态和相关物理过程,以便为积极的灾害管理进行实时预测。本文重点介绍了已开展的各种研究工作,并提出了观测和建模工作的必要性,以模拟/预测印度大陆的EREs。从喜马拉雅地区(列城、北阿坎德邦、喜马偕尔邦)的云爆雨到喀拉拉邦、班加罗尔、孟买、钦奈等地的暴雨,都是早期研究人员的研究成果。本汇编利用 IMD 72 年的网格降雨观测数据分析了印度的ERE 强度和频率分布。分析表明,印度次大陆ERE 期间的日降雨强度呈上升趋势。报告回顾了对 ERE 的多尺度研究现状,以及基于气候模型输出结果的未来变化和挑战。该领域的最新研究还强调了对最先进的中尺度模式(如天气研究和预报(WRF)模式)利用高性能计算和同化技术在高分辨率下模拟此类事件的能力进行评估。除了厄尔尼诺南方涛动(ENSO)等大尺度物理过程的影响外,还介绍了城市化和地形在模拟对流中尺度事件中的敏感性,这表明缩小尺度的数据是进行 ERE 研究的最佳工具。这篇综述必将有助于跨学科研究人员对高影响水文气象灾害事件进行极端分析。
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引用次数: 0
Ecosysem-based approach to local flood risk management in Ogun State, Nigeria: Knowledge, and pathway to Actualisation 尼日利亚奥贡州基于生态系统的地方洪水风险管理方法:知识和实现途径
Pub Date : 2024-09-01 Epub Date: 2023-09-27 DOI: 10.1016/j.nhres.2023.09.003

Flooding continues to ravage communities and leave societies driven by quest towards a more likely solution to flood threats. The need to accommodate both the provision of fundamental human needs and the core values and functions of the natural environment, for instance, controlling floods, puts emphasis on sustainability and illustrates the worth of ecosystem-based approach to flood risk management in locations inhabited by almost half a million people in danger of flooding. This study aims to assess the awareness of ecosystem services in the Ogun State of Nigeria and how a sustainable appropriation of the natural resources can aid local flood risk mitigation and control. The study employed a mixed-method approach through a thorough literature search to gather secondary data and a semi-structured questionnaire to source primary data from a population of 1483 participants in the study area. From the analyses, a considerable proportion of the participants (∼70%) possess a profound knowledge of flood risk and are aware of local flood abatement and ecosystem services. Based on all measured variables, only less than half of the sampled respondents identified with the idea of ecosystem, although just about 43.6% of the sampled population failed to grasp that exploring more efficient ways of using natural resources can aid in tackling flooding in the study area. With this outcome in mind, the area under study can only attain a holistic flood risk management framework by making ecosystem-based flood risk management the centrepiece of local flood risk mitigation policy and practice. This research suggests a new angle to help incorporate ecosystem service into local FRM, fortify the resilience of communities and adapt indigenous methods and assets for flood risk mitigation economy and regulation.

洪水继续肆虐社区,使社会不得不寻求更有可能解决洪水威胁的办法。既要满足人类的基本需求,又要兼顾自然环境的核心价值和功能,例如控制洪水,这就强调了可持续性,并说明了在有近 50 万人口面临洪水威胁的地区采用基于生态系统的方法进行洪水风险管理的价值。本研究旨在评估尼日利亚奥贡州对生态系统服务的认识,以及自然资源的可持续利用如何帮助当地缓解和控制洪水风险。研究采用了混合方法,通过全面的文献检索收集二手数据,并通过半结构式问卷调查从研究地区的 1483 名参与者中获取一手数据。从分析结果来看,相当一部分参与者(70%)对洪水风险有深刻的认识,并了解当地的洪水消减和生态系统服务。从所有测量变量来看,只有不到一半的受访者认同生态系统的概念,但也只有约 43.6% 的受访者不了解探索更有效的自然资源利用方式有助于解决研究区域的洪水问题。考虑到这一结果,研究地区只有将基于生态系统的洪水风险管理作为当地洪水风险缓解政策和实践的核心,才能实现全面的洪水风险管理框架。这项研究提出了一个新的视角,有助于将生态系统服务纳入当地的洪水风险管理,加强社区的抗灾能力,并调整本土方法和资产,以实现洪水风险缓解经济和监管。
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引用次数: 0
Role of surface rainfall to the variability of extreme sea level along the eastern coast of Bangladesh 地表降雨对孟加拉国东部沿海极端海平面变化的影响
Pub Date : 2024-09-01 Epub Date: 2023-10-22 DOI: 10.1016/j.nhres.2023.10.004

Bangladesh is highly vulnerable to the adverse impacts of extreme sea levels (ESLs) because of its geographical location with low-lying coast. In addition, high discharge of huge rain water to the nearby coast may influence the ESL. The effects of different meteorological forcings like atmospheric pressure, wind-induced wave, and surges to ESL have been investigated intensively around Bangladesh. However, the role of surface rainfall to the ESL along the coast of Bangladesh remains unknown. In this study, the role of surface rainfall to the ESL was investigated for Cox's Bazar area along the eastern coast of Bangladesh. The ESL events were selected by applying the threshold of 500 ​mm height. The variations in SLA during seven days in prior to the ESL was predicted by multivariate regression using selected climatic variables of rainfall, sea level pressure, and wind. It was revealed that the prediction of ESL considering the contribution of rainfall outperforms the predictions without rainfall. The significant contribution of rainfall for prediction of ESL at Cox's Bazar, reflecting the hilly landscape at Cox's Bazar where a clear response of high surface runoff is expected. The findings suggest that the rainfall have an important effect to the ESL change along the eastern coast of Bangladesh. Therefore, incorporating rainfall effect is essential for better prediction of the ESLs which helps coastal management and reduction of hazards.

孟加拉国地处低洼海岸,极易受到极端海平面(ESL)的不利影响。此外,大量雨水排放到附近海岸可能会影响 ESL。孟加拉国已对不同气象诱因(如大气压力、风引起的波浪和浪涌)对 ESL 的影响进行了深入研究。但是,地表降雨对孟加拉国沿海 ESL 的影响仍不清楚。本研究调查了孟加拉国东部沿海考克斯巴扎尔地区的地表降雨对 ESL 的影响。ESL 事件以 500 毫米高度为临界值。利用选定的降雨、海平面气压和风等气候变量,通过多元回归法预测了 ESL 发生前七天内 SLA 的变化。结果表明,考虑降雨因素的 ESL 预测结果优于不考虑降雨因素的预测结果。降雨量对预测考克斯巴扎尔的 ESL 有重大影响,这反映了考克斯巴扎尔的丘陵地形,预计该地区会出现明显的高地表径流。研究结果表明,降雨对孟加拉国东部沿海地区的 ESL 变化有重要影响。因此,要更好地预测 ESL,就必须考虑降雨的影响,这有助于沿海管理和减少灾害。
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引用次数: 0
Application of geospatial tools in the assessment of Flood hazard impact on social vulnerability of Malda district, West Bengal, India 应用地理空间工具评估洪水灾害对印度西孟加拉邦马尔达地区社会脆弱性的影响
Pub Date : 2024-09-01 Epub Date: 2023-11-21 DOI: 10.1016/j.nhres.2023.11.008

Social vulnerability assessment is a dynamic process, which varies from place to place. In the present study, the social vulnerability index (SVI) of Malda district has been prepared because of several impacts of flood inundation. The flood inundation layer has been generated using multi-temporal remote sensing data. The flood inundation layer is prepared from real-time Synthetic Aperture Radar (SAR) data. For social vulnerability assessment, the most efficient indicators are household composition, age & sex composition, and underprivileged population (SC& ST). Economic and educational data has been collected from the Census of India Handbook 2011. All these data are combined with the district's village database on the GIS platform. The weightage overlay analysis method is applied to generate the social vulnerability index of the study area, where the multi-influencing factor (MIF) technique has been used for determining the influencing factors. The social vulnerability index has categories into Very High (4%), High (37%), Moderate (32%) and Low (27%). The social vulnerability index is being further intersected with the flood inundation layer to build a database for the most vulnerable area of this district. It has been observed that 70 villages are in Very High zones, 662 villages are in High, 578 villages are in Moderate and 479 villages are in Low zones. This study will help the disaster manager and stakeholders about the vulnerable situation of the study area and also depict the importance of geospatial techniques in disaster management.

社会脆弱性评估是一个动态过程,因地而异。本研究编制了马尔达地区的社会脆弱性指数(SVI),因为洪水淹没会造成多种影响。洪水淹没层是利用多时遥感数据生成的。洪水淹没层是根据实时合成孔径雷达(SAR)数据制作的。对于社会脆弱性评估,最有效的指标是家庭组成、年龄和性别组成以及贫困人口(在册种姓和在册部落)。经济和教育数据来自《2011 年印度人口普查手册》。所有这些数据都与地理信息系统平台上的地区村庄数据库相结合。应用加权叠加分析方法生成研究地区的社会脆弱性指数,其中使用了多影响因素(MIF)技术来确定影响因素。社会脆弱性指数分为极高(4%)、高(37%)、中等(32%)和低(27%)。社会脆弱性指数正与洪水淹没层进一步交叉,以建立该地区最脆弱地区的数据库。据观察,70 个村庄处于极高区,662 个村庄处于高区,578 个村庄处于中区,479 个村庄处于低区。这项研究将有助于灾害管理者和利益相关者了解研究地区的脆弱情况,同时也说明了地理空间技术在灾害管理中的重要性。
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引用次数: 0
A comparison of performance measures of two livelihood vulnerability indices in the context of recurrent tropical flood hazards 经常性热带洪水灾害背景下两种生计脆弱性指数的绩效措施比较
Pub Date : 2024-09-01 Epub Date: 2023-12-18 DOI: 10.1016/j.nhres.2023.12.011

Natural hazards often pose a considerable amount of social vulnerability which is the function of exposure, sensitivity and adaptation. Livelihood vulnerability assessment (LVA) benefits site-specific resilience building and disaster management. There are two popular indices of LVA – (1) the livelihood vulnerability index (LVI) of the Intergovernmental Panel on Climate Change (IPCC, 2007) and another method by (2) Hahn et al. (2009). The study intends to reveal the index that is more suitable to address the flood-induced livelihood vulnerability of the rural communities of the Mayurakshi river basin, India. To this end, the nature of exposure, adaptive capacity and sensitivity involving 35 parameters are measured mainly based on the primary data collected from a questionnaire survey executed over 2382 households spreading over 43 villages from five community development (C.D.) blocks. Moreover, the annual flood reports, district census reports, topographical maps, and satellite images are used as secondary data. The result shows that as per Hahn et al.’s LVI, Khargram (LVI- 0.41) is the most vulnerable block while Nabagram (LVI- 0.35) is the least vulnerable block. However, according to IPCC-LVI, Bharatpur-I has the highest LVI (0.02) and Burwan has the lowest LVI (-0.09). It is observed that exposure exhibits a strong positive correlation with IPCC-LVI and adaptive capacity also maintains a similar correlation with Hahn et al.’s LVI. Interestingly, Kandi is the most exposed block (score: 0.59) with a high adaptive capacity (score: 0.47) resulting in its exclusion from the high LVI category of both methods. This comparative performance assessment underscores the significance of the work before the decision-makers in preparing microscale disaster management plans.

自然灾害通常会造成相当大的社会脆弱性,这种脆弱性是暴露、敏感性和适应性的函数。生计脆弱性评估(LVA)有利于具体地点的抗灾能力建设和灾害管理。目前有两种流行的生计脆弱性评估指数--(1)政府间气候变化专门委员会(IPCC,2007 年)的生计脆弱性指数(LVI)和(2)Hahn 等人(2009 年)的另一种方法。本研究旨在揭示更适合解决印度马尤拉克希河流域农村社区由洪水引发的生计脆弱性问题的指数。为此,主要根据对五个社区发展(C.D.)区块 43 个村庄 2382 户家庭进行问卷调查所收集的原始数据,对涉及 35 个参数的暴露性质、适应能力和敏感性进行了测量。此外,还使用了年度洪水报告、地区人口普查报告、地形图和卫星图像作为辅助数据。结果显示,根据 Hahn 等人的 LVI 值,Khargram(LVI- 0.41)是最脆弱的区块,而 Nabagram(LVI- 0.35)是最不脆弱的区块。然而,根据 IPCC LVI,Bharatpur-I 的 LVI 值最高(0.02),Burwan 的 LVI 值最低(-0.09)。据观察,暴露程度与 IPCC-LVI 呈强烈的正相关,而适应能力与 Hahn 等人的 LVI 也保持着类似的相关性。有趣的是,Kandi 是暴露程度最高的区块(得分:0.59),但适应能力较强(得分:0.47),因此被排除在两种方法的高 LVI 类别之外。这种性能比较评估强调了决策者在制定微观灾害管理计划前所做工作的重要性。
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引用次数: 0
Spatio-temporal analysis of air pollution dynamics over Bangalore city during second wave of COVID-19 COVID-19 第二波期间班加罗尔市上空空气污染动态时空分析
Pub Date : 2024-09-01 Epub Date: 2023-10-12 DOI: 10.1016/j.nhres.2023.10.002

The country wide lockdown implemented during 27th April to 14th June 2021 in order to prevent the spread of COVID-19 during the second wave in India. Effect of the restricted lockdown resulted in improved air quality. This study focuses on analyzing the spatio-temporal distribution analysis of major air pollutant concentration over Bangalore city in India. The inverse distance weighting (IDW) method is implemented for the spatial analysis in order to quantify the distribution of the pollutant concentrations at each location in the Urban city of Bangalore. The research considers the distinct periods of pre-lockdown and lockdown during the second wave of COVID-19 pandemic in 2021 to investigate the impact of reduced human activities on air quality over the city. The study mainly utilizes the air pollution data collected from Central Pollution Control Board (CPCB) monitoring stations across Bangalore, including measurements of pollutants such as PM2.5, PM10, O3, NO2, SO2, and CO. The IDW method is implemented to create the high-resolution pollution concentration maps for both the pre-lockdown and lockdown periods. This spatial distribution provides valuable insights into the variations in the pollution levels though out the Bangalore city. The comparative analysis of the concentration maps reveals significant changes in air pollution levels between the two periods; similarly, the temporal weekly average analysis also witnessed negative anomalies during the lockdown weeks. The results indicate substantial reductions in pollutant concentrations during the second wave COVID-19 lockdown, attributed to decreased vehicular emissions, industrial activities, and construction operations. The pre-lockdown period serves as a baseline for assessing the improvements in air quality during the lockdown. The spatio-temporal modeling approach enhances our understanding of the distribution patterns of air pollutants across the Bangalore metropolitan city. The findings underscore the potential benefits of implementing sustainable strategies to maintain improved air quality even after the pandemic subsides.

在 2021 年 4 月 27 日至 6 月 14 日期间,印度在全国范围内实施封锁,以防止 COVID-19 在印度的第二波传播。限制性封锁的效果改善了空气质量。本研究主要分析印度班加罗尔市主要空气污染物浓度的时空分布分析。在空间分析中采用了反距离加权法(IDW),以量化班加罗尔市区各个地点的污染物浓度分布。研究考虑了 2021 年 COVID-19 大流行第二波期间不同的封锁前和封锁期,以调查人类活动减少对城市空气质量的影响。研究主要利用中央污染控制委员会(CPCB)在班加罗尔各监测站收集的空气污染数据,包括 PM2.5、PM10、O3、NO2、SO2 和 CO 等污染物的测量值。采用 IDW 方法绘制了封锁前和封锁期间的高分辨率污染浓度图。这种空间分布为了解班加罗尔市的污染水平变化提供了宝贵的信息。浓度地图的对比分析表明,两个时期的空气污染水平发生了显著变化;同样,时间周平均值分析也显示,在封锁周期间出现了负异常。结果表明,在 COVID-19 第二波封锁期间,污染物浓度大幅下降,这归因于车辆排放、工业活动和施工作业的减少。封锁前的时期可作为评估封锁期间空气质量改善情况的基线。时空建模方法增强了我们对班加罗尔大都市空气污染物分布模式的了解。研究结果强调了实施可持续战略的潜在益处,即使在大流行病消退后也能保持空气质量的改善。
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引用次数: 0
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Natural Hazards Research
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