Department of Geography, Faculty of Sciences, Jamia Millia Islamia, New Delhi, 110025, India.
Environ Sci Pollut Res Int. 2024 Sep;31(41):53856-53876. doi: 10.1007/s11356-024-33017-2. Epub 2024 Apr 2.
Tropical cyclone causes large-scale devastation and destruction in the coastal plains of India, particularly in Odisha, which is the most cyclone-affected state in the country. Tropical cyclones are projected to be more powerful and widespread due to changing climate. Hence, the risk assessment of tropical cyclone is necessary to identify cyclone-risk areas in coastal Odisha which may help in the mitigation of the damages caused by cyclones. Therefore, this study utilizes geospatial techniques to produce a comprehensive risk map posed by tropical cyclones and to estimate the degree of risk for coastal districts of Odisha. For this, we evaluated the district-level cyclone risk for coastal Odisha using multi-criteria decision-making (MCDM) technique by considering 21 parameters for each of the four components of risk, i.e., exposure, hazard, vulnerability, as well as mitigation capacity. For each criterion, thematic raster map layers were created and weighted using a fuzzy analytical hierarchy process (FAHP). We prepared individual risk component maps using weighted overlay techniques and finally integrated all indices to create the risk map. The study shows that 13% area of the study area comes under a very high-risk zone whereas, 25% area comes under a high-risk zone. The central (Cuttack, northern parts of Khordha, and south-western parts of Jajpur district) and the eastern part (most of the parts of Jagatsinghpur, Kendrapara, and northern parts of Puri district) of the study area come under high to very high tropical cyclone impact zone. Almost 67% of the total area is highly vulnerable to tropical cyclones and mainly concentrated near the shoreline. The applied approach and results can assist the local authorities in identifying vulnerable and hazardous locations and developing workable solutions for the mitigation of revised cyclone threats in the coastal districts of Odisha.
热带气旋在印度沿海平原造成大规模破坏,特别是在奥里萨邦,奥里萨邦是该国受气旋影响最严重的邦。由于气候变化,预计热带气旋将更加强大和广泛。因此,需要对热带气旋进行风险评估,以确定奥里萨邦沿海地区的气旋风险区域,这有助于减轻气旋造成的破坏。因此,本研究利用地理空间技术制作了一份全面的热带气旋风险图,并估计了奥里萨邦沿海地区的风险程度。为此,我们使用多准则决策(MCDM)技术评估了奥里萨邦沿海地区的地区级气旋风险,考虑了风险的四个组成部分(即暴露、危害、脆弱性以及减轻能力)的每个部分的 21 个参数。对于每个标准,我们创建了专题栅格地图层,并使用模糊层次分析法(FAHP)对其进行加权。我们使用加权叠加技术制作了各个风险组成部分的地图,最后将所有指数整合在一起创建了风险图。研究表明,研究区域的 13%的面积属于极高风险区,而 25%的面积属于高风险区。该研究区域的中心(库塔克、霍尔达的北部和贾贾布尔区的西南部)和东部(贾加特辛格布尔、坎德拉帕拉和普里区的北部的大部分地区)属于高到极高的热带气旋影响区。几乎 67%的总面积极易受到热带气旋的影响,主要集中在海岸线附近。所应用的方法和结果可以帮助地方当局识别脆弱和危险区域,并制定可行的解决方案,以减轻奥里萨邦沿海地区修订后的气旋威胁。