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1. Geospatial Model Optimization for Mapping Social Vulnerability to Natural Disasters Using Fuzzy Geographically Weighted Clustering and Flower Pollination Algorithm
Deden Istiawan, Ratri Wulandari, Windyaning Ustyannie
International Journal of Advances in Data and Information Systems vol: 6 issue: 3 first page: 735 year: 2025
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2. Strengthening flash flood resilience in coastal Bangladesh through vulnerability drivers and policy reform
Sajib Sarker, Israt Jahan
Discover Hazards vol: 2 issue: 1 year: 2026
doi: 10.1007/s44475-026-00009-4
3. Identifying gaps in research on social vulnerability to floods: a systematic review of indicators, indexes, and methodological approaches
Abdur Rahim Hamidi, Paula Novo, Jouni Paavola, James D Ford
Environmental Research Letters vol: 20 issue: 11 first page: 113006 year: 2025
doi: 10.1088/1748-9326/ae1496
4. Assessing disaster vulnerability in an informal settlement of Cape Town, South Africa, through the MOVE framework
Olivia Kunguma, Lum Sonita Awah, Ilona Petersen, Wilfred Lunga
Frontiers in Built Environment vol: 11 year: 2025
doi: 10.3389/fbuil.2025.1693836
5. Machine learning-enabled classification of global human development using INFORM risk indicators
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doi: 10.61112/jiens.1724247
6. Understanding vulnerability to flood-induced disasters: a comprehensive scoping review on at-risk individuals and evacuation challenges
Clara Del Prete, Martina Valente, Abesha Mitiku Saji, Amir Khorram-Manesh, Luca Ragazzoni
BMC Health Services Research vol: 26 issue: 1 year: 2025
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7. Climate Induced Factors Affecting Income Diversification in Flood-Prone Areas of Punjab, Pakistan: An Application of Income Diversification Herfindahl Index
Aneela Naz, Dr. Dilshad Ahmad, Dr. Muhammad Irfan, Dr. Bilal Tariq, Dr. Asad Abbas
Journal of Policy Research vol: 10 issue: 2 first page: 370 year: 2024
doi: 10.61506/02.00244
8. An Example of Vulnerability Analysis According to Disasters: Neighborhoods in the Southern Region of Izmir
Sibel Ecemiş Kılıç, Mercan Efe Güney, İrem Ayhan Selçuk, Kübra Alğın Demir, Gizem Gür
Sustainability vol: 17 issue: 18 first page: 8358 year: 2025
doi: 10.3390/su17188358
9. Multi-sectoral and systemic drought risk in forested cold climates: stakeholder-informed vulnerability factors from Sweden
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Hydrology and Earth System Sciences vol: 29 issue: 15 first page: 3809 year: 2025
doi: 10.5194/hess-29-3809-2025