Centre for Advanced Modelling and Geospatial Information Systems, Faculty of Engineering and IT, The University of Technology Sydney, Ultimo, NSW 2007, Australia; Department of Geography and Environment, Jagannath University, Dhaka 1100, Bangladesh.
Centre for Advanced Modelling and Geospatial Information Systems, Faculty of Engineering and IT, The University of Technology Sydney, Ultimo, NSW 2007, Australia; Department of Energy and Mineral Resources Engineering, Sejong University, Choongmu-gwan, 209 Neungdong-ro,Gwangjin-gu, Seoul 05006, Republic of Korea.
Sci Total Environ. 2020 Feb 25;705:135957. doi: 10.1016/j.scitotenv.2019.135957. Epub 2019 Dec 5.
Drought is a damaging and costly natural disaster that frequently affects many climatic regions in the world. A multi-criteria-based approach for integrated spatial drought vulnerability mapping that combines all drought categories is required to generate detailed vulnerability information for formulating drought mitigation strategies. This study presents a spatial multi-criteria integrated approach for mapping comprehensive drought vulnerability using geospatial techniques and an analytical hierarchy process (AHP). The developed approach was applied in the northwestern region of Bangladesh to justify its applicability. A total of 17 criteria under 4 drought categories, namely, meteorological, agricultural, hydrological and socio-economic, were selected. Moreover, spatial layers for each criterion were developed. AHP was used to calculate the weights for each criterion and drought types using pair-wise comparison matrices. Individual categories of drought and overall drought vulnerability maps were developed using the weighted overlay technique by integrating the corresponding criteria. The produced maps effectively defined the spatial extents and levels (e.g. normal, mild, moderate, severe and extreme) of drought vulnerability. Results demonstrated that approximately 77% of the total area of the north-western region of Bangladesh was moderately to extremely vulnerable to drought. The output of the developed approach was successfully validated using the receiver operating characteristics and area under the curve techniques. The findings suggest that the proposed approach is highly effective in mapping comprehensive drought vulnerability for formulating strong drought mitigation strategies.
干旱是一种破坏性和代价高昂的自然灾害,经常影响世界上许多气候区。需要采用基于多标准的综合空间干旱脆弱性制图方法,将所有干旱类别结合起来,以生成详细的脆弱性信息,制定干旱缓解策略。本研究提出了一种利用地理空间技术和层次分析法(AHP)进行综合干旱脆弱性制图的空间多标准综合方法。该方法在孟加拉国西北部进行了应用,以验证其适用性。选择了 4 个干旱类别(气象、农业、水文和社会经济)下的总共 17 个标准。此外,还为每个标准开发了空间层。使用层次分析法通过成对比较矩阵计算每个标准和干旱类型的权重。使用加权叠加技术,通过整合相应的标准,开发了个别干旱类别和整体干旱脆弱性图。生成的地图有效地定义了干旱脆弱性的空间范围和级别(例如,正常、轻度、中度、严重和极端)。结果表明,孟加拉国西北部约 77%的总面积容易受到中度到极度干旱的影响。使用接收者操作特征和曲线下面积技术成功验证了所开发方法的输出。研究结果表明,该方法在绘制综合干旱脆弱性图以制定强有力的干旱缓解策略方面非常有效。