Multi-criteria analysis and geospatial applications-based mapping flood vulnerable areas: a case study from the eastern Mediterranean

被引:5
作者
Abdo, Hazem Ghassan [1 ]
Zeng, Taorui [2 ,9 ]
Alshayeb, Mohammed J. [3 ]
Prasad, Pankaj [4 ]
Ahmed, Mohamed Fatahalla Mohamed [5 ]
Albanai, Jasem A. [6 ]
Alharbi, Maged Muteb [7 ]
Mallick, Javed [8 ]
机构
[1] Univ Tishreen, Fac Arts & Humanities, Geog Dept, Latakia, Syria
[2] Chongqing Jiaotong Univ, Inst Future Civil Engn Sci & Technol, Chongqing 400074, Peoples R China
[3] King Khalid Univ, Coll Architecture & Planning, Dept Architecture, Abha 61411, Saudi Arabia
[4] Mahapurusha Srimanta Sankaradeva Viswavidyalaya, Dept Geog, Geoinformat Div, Nagaon 782001, Assam, India
[5] Univ Hail, Fac Arts, Dept Social Sci, Hail, Saudi Arabia
[6] Univ Oxford, Sch Geog & Environm, Oxford, England
[7] Minist Environm Water & Agr, Saudi Irrigat Org, Riyadh, Saudi Arabia
[8] King Khalid Univ, Coll Engn, Dept Civil Engn, Abha, Saudi Arabia
[9] Chongqing Jiaotong Univ, Inst Frontier Interdisciplinary Technol, Chongqing 400074, Peoples R China
关键词
Multi-criteria analysis; Mapping flood vulnerable; Risk assessment; Eastern Mediterranean; Syria; SUSCEPTIBILITY; GIS; BASIN;
D O I
10.1007/s11069-024-06864-y
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Floods are considered one of the most common natural hazards in the Eastern Mediterranean. In western Syria, floods annually cause dozens of casualties with massive destruction of infrastructure and agricultural land. Moreover, the consequences of the war in Syria increased the amount of losses due to the complete absence of administration components at the regional and administrative level. Flood susceptibility mapping represents a crucial basis for creating flood management and mitigation strategies. The current investigation aimed to delineate a flood susceptibility map in the Baluta river basin, western Syria, using the integration of the Analytical Hierarchy Process (AHP) approach and the Geographical Information System environment. To achieve this goal, nine factors affecting the flood occurens were selected, namely: rainfall, elevation, slope, Topographic Wetness Index, drainage density, distance from the river, soil resistance, Land Use/Land Cover and lithology. Additionally, the spatial distribution of 162 flood events was determined as a validation dataset for the accuracy assessment process, which was carried out using the Area Under the Curve (AUC). The results indicate that more than 28% of the area of the study area is considered high and very high flooding hazard. These areas are located in the central and northwestern parts of the study area along the river courses. These areas are formed by floodplains that are characterized by a high frequency of flood events annually. The AUC value of 0.88% indicates the flood susceptibility map's reliable and objective predictive ability produced using AHP. Overall, the approach applied in this evaluation represents a constructive tool for land use planners and policymakers to create spatial management strategies for flood risk in the environmental rehabilitation phase in Syria.
引用
收藏
页码:1003 / 1031
页数:29
相关论文
共 85 条
[1]   Evolving a total-evaluation map of flash flood hazard for hydro-prioritization based on geohydromorphometric parameters and GIS-RS manner in Al-Hussain river basin, Tartous, Syria [J].
Abdo, Hazem Ghassan .
NATURAL HAZARDS, 2020, 104 (01) :681-703
[2]   Impacts of war in Syria on vegetation dynamics and erosion risks in Safita area, Tartous, Syria [J].
Abdo, Hazem Ghassan .
REGIONAL ENVIRONMENTAL CHANGE, 2018, 18 (06) :1707-1719
[3]   Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees [J].
Abedi, Rahebeh ;
Costache, Romulus ;
Shafizadeh-Moghadam, Hossein ;
Pham, Quoc Bao .
GEOCARTO INTERNATIONAL, 2022, 37 (19) :5479-5496
[4]  
Abioui M., 2023, Water, Land, and Forest Susceptibility and Sustainability: Geospatial Approaches and Modeling, P61, DOI [10.1016/B978-0-323-91880-0.00023-4, DOI 10.1016/B978-0-323-91880-0.00023-4]
[5]   Climatic factors controlling chemical and isotopic characteristics of precipitation in Syria [J].
Abou Zakhem, B. ;
Hafez, R. .
HYDROLOGICAL PROCESSES, 2010, 24 (18) :2641-2654
[6]   Searching for homogeneous regions in regional flood frequency analysis for Southeast Australia [J].
Ahmed, Ali ;
Khan, Zaved ;
Rahman, Ataur .
JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2024, 53
[7]   Assessing gully erosion susceptibility using topographic derived attributes, multi-criteria decision-making, and machine learning classifiers [J].
Al-Bawi, Ahmed J. ;
Al-Abadi, Alaa M. ;
Pradhan, Biswajeet ;
Alamri, Abdullah M. .
GEOMATICS NATURAL HAZARDS & RISK, 2021, 12 (01) :3035-3062
[8]   Detection of flood-hazard-prone zones using GIS modeling and AHP method in urban areas: the case of Amman Governorate [J].
Al-Sababhah, Noah .
BULLETIN OF GEOGRAPHY-PHYSICAL GEOGRAPHY SERIES, 2023, 24 (01) :5-24
[9]   Geospatial-Based Analytical Hierarchy Process (AHP) and Weighted Product Model (WPM) Techniques for Mapping and Assessing Flood Susceptibility in the Wadi Hanifah Drainage Basin, Riyadh Region, Saudi Arabia [J].
AlAli, Abdulrahman Mubarark ;
Salih, Abdelrahim ;
Hassaballa, Abdalhaleem .
WATER, 2023, 15 (10)
[10]   Flash Flood Hazard Mapping Using Remote Sensing and GIS Techniques in Southwestern Saudi Arabia [J].
Alarifi, Saad S. ;
Abdelkareem, Mohamed ;
Abdalla, Fathy ;
Alotaibi, Mislat .
SUSTAINABILITY, 2022, 14 (21)