Assessment of coastal vulnerability using integrated fuzzy analytical hierarchy process and geospatial technology for effective coastal management

被引:20
作者
Akash, Shahriar Hasnat [1 ]
Sarkar, Showmitra Kumar [1 ]
Bindajam, Ahmed Ali [2 ]
Kumari, Rina [3 ]
Talukdar, Swapan [4 ]
Mallick, Javed [5 ]
机构
[1] Khulna Univ Engn & Technol KUET, Dept Urban & Reg Planning, Khulna 9203, Bangladesh
[2] King Khalid Univ, Coll Engn, Dept Architecture & Planning, Abha, Saudi Arabia
[3] Cent Univ Gujarat, Sch Environm & Sustainable Dev SESD, Gandhinagar, Gujarat, India
[4] Jamia Millia Islamia, Fac Nat Sci, Dept Geog, New Delhi 110025, India
[5] King Khalid Univ, Coll Engn, Dept Civil Engn, POB 394, Abha 61411, Saudi Arabia
关键词
Coastal vulnerability; Social and physical vulnerability; FAHP; ROC; Remote sensing; Bangladesh coast;
D O I
10.1007/s11356-023-28317-y
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The vulnerability of coastal regions to climate change is a growing global concern, particularly in Bangladesh, which is vulnerable to flooding and storm surges due to its low-lying coastal areas. In this study, we used the fuzzy analytical hierarchy process (FAHP) method to assess the physical and social vulnerability of the entire coastal areas of Bangladesh, using 10 critical factors to evaluate the coastal vulnerability model (CVM). Our analysis indicates that a significant portion of the coastal regions of Bangladesh is vulnerable to the impacts of climate change. We found that one-third of the study area, encompassing around 13,000 km(2), was classified as having high or very high coastal vulnerability. Districts in the central delta region, such as Barguna, Bhola, Noakhali, Patuakhali, and Pirojpur, were found to have high to very high physical vulnerability. Meanwhile, the southern parts of the study area were identified as highly socially vulnerable. Our findings also showed that the coastal areas of Patuakhali, Bhola, Barguna, Satkhira, and Bagerhat were particularly vulnerable to the impacts of climate change. The coastal vulnerability map we developed using the FAHP method showed satisfactory modeling, with an AUC of 0.875. By addressing the physical and social vulnerability factors identified in our study, policymakers can take proactive steps to ensure the safety and wellbeing of coastal residents in the face of climate change.
引用
收藏
页码:53749 / 53766
页数:18
相关论文
共 35 条
[1]   Coastal erosion vulnerability assessment along the eastern coast of Bangladesh using geospatial techniques [J].
Ahmed, Naser ;
Howlader, Newton ;
Hoque, Muhammad Al-Amin ;
Pradhan, Biswajeet .
OCEAN & COASTAL MANAGEMENT, 2021, 199 (199)
[2]   Livelihood vulnerability of char land communities to climate change and natural hazards in Bangladesh: an application of livelihood vulnerability index [J].
Al Mamun, Abdullah ;
Islam, A. R. M. Towfiqul ;
Alam, G. M. Monirul ;
Sarker, Md Nazirul Islam ;
Erdiaw-Kwasie, Michael Odei ;
Bhandari, Humnath ;
Mallick, Javed .
NATURAL HAZARDS, 2023, 115 (02) :1411-1437
[3]   Cyclone risk assessment of the Cox's Bazar district and Rohingya refugee camps in southeast Bangladesh [J].
Alam, Akhtar ;
Sammonds, Peter ;
Ahmed, Bayes .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 704
[4]   Coastal Vulnerability Mapping by Integrating Geospatial Techniques and Analytical Hierarchy Process (AHP) along the Vishakhapatnam Coastal Tract, Andhra Pradesh, India [J].
Baig, Mirza Razi Imam ;
Shahfahad ;
Ahmad, Ishita Afreen ;
Tayyab, Mohammad ;
Asgher, Md Sarfaraz ;
Rahman, Atiqur .
JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2021, 49 (02) :215-231
[5]  
Bhowmik AK, 2013, LECT NOTES COMPUT SC, V7974, P120
[6]  
Dewan AM., 2013, Floods in a megacity: geospatial techniques in assessing hazards, risk and vulnerability
[7]   Climate Change Impacts and Vulnerability Assessment in Coastal Region of Bangladesh: A Case Study on Shyamnagar Upazila of Satkhira District [J].
Didar-Ul Islam, S. M. ;
Bhuiyan, Mohammad A. H. ;
Ramanathan, Al. .
JOURNAL OF CLIMATE CHANGE, 2015, 1 (1-2) :37-45
[8]   Climate change vulnerability assessments:: An evolution of conceptual thinking [J].
Fuessel, Hans-Martin ;
Klein, Richard J. T. .
CLIMATIC CHANGE, 2006, 75 (03) :301-329
[9]   Development of a Multi-Dimensional Coastal Vulnerability Index: Assessing vulnerability to inundation scenarios in the Italian coast [J].
Furlan, E. ;
Dalla Pozza, P. ;
Michetti, M. ;
Torresan, S. ;
Critto, A. ;
Marcomini, A. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 772
[10]   Assessing coastal vulnerability to environmental hazards of Indian Sundarban delta using multi-criteria decision-making approaches [J].
Ghosh, Soumen ;
Mistri, Biswaranjan .
OCEAN & COASTAL MANAGEMENT, 2021, 209