{"title":"利用地理空间技术对印度沿海地区热带气旋减灾空间风险进行评估","authors":"Brinda Banerjee , Priyanka Karmakar , Sudhir Kumar Singh , Dharmaveer Singh , Biswajit Patra , T.P. Singh , Somil Swarnkar","doi":"10.1016/j.jastp.2025.106602","DOIUrl":null,"url":null,"abstract":"<div><div>Frequent cyclones in the Bay of Bengal (BoB) cause substantial loss to property and human lives. This asserts for the systematic vulnerability assessment to mitigate their adverse impact. Odisha is one of the most vulnerable states in India exposed to the tropical cyclones. Most of the studies related to tropical cyclone risk mapping and identification of evacuation route in Odisha are limited at scale greater than district level. This study investigated risk of the tropical cyclone Yaas in the Balasore district of Odisha (India) at block level using Fuzzy Analytical Hierarchical Process (FAHP) and Geographic Information System (GIS) based spatial analysis methods. A total number of 15 parameters classified under physical (6), social (6) and mitigation (3) were used for this purpose. The weight of these parameters was determined using FAHP. However, categorization of weights into the high, medium and low was performed using a Weighted Overlay Analysis (WOA). Further, a spatial vulnerability risk map was generated by dividing the multiplication of physical and social vulnerability indices with that of the mitigation capacity. Analysis of results show that about 44.6 % and 49.3 % of study area are covered under the category of the ‘high’ and ‘moderate’ risks, respectively, while ∼6 % under the ‘low’ risk category. The high-risk zones are predominantly situated in the western, south-western, central and eastern regions of the study area. These are not only close to the cyclone track and coastlines but also have revealed poor mitigation capacity. Additionally, network analysis was used to determine the evacuation routes (shortest route path) from the outlets/settlements to the cyclone shelters based on the developed risk map. These spatial data (e.g., vulnerability risk map and evacuation routes) can be used by district's emergency administration and management authorities to develop efficient cyclone mitigation plans in the Balasore district. Thus, the study has demonstrated methodological robustness through the integration of FAHP and geospatial techniques in spatial risk assessment for the tropical cyclone at district level.</div></div>","PeriodicalId":15096,"journal":{"name":"Journal of Atmospheric and Solar-Terrestrial Physics","volume":"274 ","pages":"Article 106602"},"PeriodicalIF":1.9000,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Spatial risk assessment of tropical cyclone for disaster mitigation in a coastal district of India using geospatial technology\",\"authors\":\"Brinda Banerjee , Priyanka Karmakar , Sudhir Kumar Singh , Dharmaveer Singh , Biswajit Patra , T.P. Singh , Somil Swarnkar\",\"doi\":\"10.1016/j.jastp.2025.106602\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Frequent cyclones in the Bay of Bengal (BoB) cause substantial loss to property and human lives. This asserts for the systematic vulnerability assessment to mitigate their adverse impact. Odisha is one of the most vulnerable states in India exposed to the tropical cyclones. Most of the studies related to tropical cyclone risk mapping and identification of evacuation route in Odisha are limited at scale greater than district level. This study investigated risk of the tropical cyclone Yaas in the Balasore district of Odisha (India) at block level using Fuzzy Analytical Hierarchical Process (FAHP) and Geographic Information System (GIS) based spatial analysis methods. A total number of 15 parameters classified under physical (6), social (6) and mitigation (3) were used for this purpose. The weight of these parameters was determined using FAHP. However, categorization of weights into the high, medium and low was performed using a Weighted Overlay Analysis (WOA). Further, a spatial vulnerability risk map was generated by dividing the multiplication of physical and social vulnerability indices with that of the mitigation capacity. Analysis of results show that about 44.6 % and 49.3 % of study area are covered under the category of the ‘high’ and ‘moderate’ risks, respectively, while ∼6 % under the ‘low’ risk category. The high-risk zones are predominantly situated in the western, south-western, central and eastern regions of the study area. These are not only close to the cyclone track and coastlines but also have revealed poor mitigation capacity. Additionally, network analysis was used to determine the evacuation routes (shortest route path) from the outlets/settlements to the cyclone shelters based on the developed risk map. These spatial data (e.g., vulnerability risk map and evacuation routes) can be used by district's emergency administration and management authorities to develop efficient cyclone mitigation plans in the Balasore district. Thus, the study has demonstrated methodological robustness through the integration of FAHP and geospatial techniques in spatial risk assessment for the tropical cyclone at district level.</div></div>\",\"PeriodicalId\":15096,\"journal\":{\"name\":\"Journal of Atmospheric and Solar-Terrestrial Physics\",\"volume\":\"274 \",\"pages\":\"Article 106602\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-07-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Atmospheric and Solar-Terrestrial Physics\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1364682625001865\",\"RegionNum\":4,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"GEOCHEMISTRY & GEOPHYSICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Atmospheric and Solar-Terrestrial Physics","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1364682625001865","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"GEOCHEMISTRY & GEOPHYSICS","Score":null,"Total":0}
Spatial risk assessment of tropical cyclone for disaster mitigation in a coastal district of India using geospatial technology
Frequent cyclones in the Bay of Bengal (BoB) cause substantial loss to property and human lives. This asserts for the systematic vulnerability assessment to mitigate their adverse impact. Odisha is one of the most vulnerable states in India exposed to the tropical cyclones. Most of the studies related to tropical cyclone risk mapping and identification of evacuation route in Odisha are limited at scale greater than district level. This study investigated risk of the tropical cyclone Yaas in the Balasore district of Odisha (India) at block level using Fuzzy Analytical Hierarchical Process (FAHP) and Geographic Information System (GIS) based spatial analysis methods. A total number of 15 parameters classified under physical (6), social (6) and mitigation (3) were used for this purpose. The weight of these parameters was determined using FAHP. However, categorization of weights into the high, medium and low was performed using a Weighted Overlay Analysis (WOA). Further, a spatial vulnerability risk map was generated by dividing the multiplication of physical and social vulnerability indices with that of the mitigation capacity. Analysis of results show that about 44.6 % and 49.3 % of study area are covered under the category of the ‘high’ and ‘moderate’ risks, respectively, while ∼6 % under the ‘low’ risk category. The high-risk zones are predominantly situated in the western, south-western, central and eastern regions of the study area. These are not only close to the cyclone track and coastlines but also have revealed poor mitigation capacity. Additionally, network analysis was used to determine the evacuation routes (shortest route path) from the outlets/settlements to the cyclone shelters based on the developed risk map. These spatial data (e.g., vulnerability risk map and evacuation routes) can be used by district's emergency administration and management authorities to develop efficient cyclone mitigation plans in the Balasore district. Thus, the study has demonstrated methodological robustness through the integration of FAHP and geospatial techniques in spatial risk assessment for the tropical cyclone at district level.
期刊介绍:
The Journal of Atmospheric and Solar-Terrestrial Physics (JASTP) is an international journal concerned with the inter-disciplinary science of the Earth''s atmospheric and space environment, especially the highly varied and highly variable physical phenomena that occur in this natural laboratory and the processes that couple them.
The journal covers the physical processes operating in the troposphere, stratosphere, mesosphere, thermosphere, ionosphere, magnetosphere, the Sun, interplanetary medium, and heliosphere. Phenomena occurring in other "spheres", solar influences on climate, and supporting laboratory measurements are also considered. The journal deals especially with the coupling between the different regions.
Solar flares, coronal mass ejections, and other energetic events on the Sun create interesting and important perturbations in the near-Earth space environment. The physics of such "space weather" is central to the Journal of Atmospheric and Solar-Terrestrial Physics and the journal welcomes papers that lead in the direction of a predictive understanding of the coupled system. Regarding the upper atmosphere, the subjects of aeronomy, geomagnetism and geoelectricity, auroral phenomena, radio wave propagation, and plasma instabilities, are examples within the broad field of solar-terrestrial physics which emphasise the energy exchange between the solar wind, the magnetospheric and ionospheric plasmas, and the neutral gas. In the lower atmosphere, topics covered range from mesoscale to global scale dynamics, to atmospheric electricity, lightning and its effects, and to anthropogenic changes.