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Delineating village-level drought risk in Marinduque Island, Philippines

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  • Arnold R. Salvacion

    (University of the Philippines Los Baños College)

Abstract

Islands are highly vulnerable to natural disasters and extreme weather events due to their physical size, remoteness, and limited resources. This paper measured village-level drought risk in Marinduque, Philippines using Principal Component Analysis (PCA) and fuzzy logic. Standard Precipitation Index was used to measure drought hazards in the province utilizing publicly available rainfall. Principal component analysis was used to derive the drought hazard index from SPI-calculated drought magnitude and total drought event at different time scales. The fuzzy logic approach was used to delineate the physical vulnerability of the province to drought. The social vulnerability index was also derived from the socioeconomic and demographic data of Marinduque using PCA. Based on the results, villages with high drought risk were found in the northwest and eastern portion of the province. The results showed that topography and climate influence the hazard and physical vulnerability to drought in the area. Villages in high mountainous regions, and areas with low rainfall have higher drought hazard and physical vulnerability scores. Meanwhile, villages with high social vulnerability are also those with a large population of women, the elderly, and households engage in agriculture.

Suggested Citation

  • Arnold R. Salvacion, 2023. "Delineating village-level drought risk in Marinduque Island, Philippines," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(3), pages 2993-3014, April.
    • Handle: RePEc:spr:nathaz:v:116:y:2023:i:3:d:10.1007_s11069-022-05795-w
    DOI: 10.1007/s11069-022-05795-w
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    1. Algur, Kisan Dilip & Patel, Surendra Kumar & Chauhan, Shekhar, 2021. "The impact of drought on the health and livelihoods of women and children in India: A systematic review," Children and Youth Services Review, Elsevier, vol. 122(C).
    2. Kavina S. Dayal & Ravinesh C. Deo & Armando A. Apan, 2018. "Spatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 93(2), pages 823-847, September.
    3. Gauranshi Raj Singh & Manoj Kumar Jain & Vivek Gupta, 2019. "Spatiotemporal assessment of drought hazard, vulnerability and risk in the Krishna River basin, India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 99(2), pages 611-635, November.
    4. Guillermo N. Murray-Tortarolo & Víctor J. Jaramillo, 2019. "The impact of extreme weather events on livestock populations: the case of the 2011 drought in Mexico," Climatic Change, Springer, vol. 153(1), pages 79-89, March.
    5. Vinit Jain & R. Pandey & Manoj Jain, 2015. "Spatio-temporal assessment of vulnerability to drought," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 76(1), pages 443-469, March.
    6. D. Yoon, 2012. "Assessment of social vulnerability to natural disasters: a comparative study," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 63(2), pages 823-843, September.
    7. Matthias Garschagen & Patricia Romero-Lankao, 2015. "Exploring the relationships between urbanization trends and climate change vulnerability," Climatic Change, Springer, vol. 133(1), pages 37-52, November.
    8. Susan L. Cutter & Bryan J. Boruff & W. Lynn Shirley, 2003. "Social Vulnerability to Environmental Hazards," Social Science Quarterly, Southwestern Social Science Association, vol. 84(2), pages 242-261, June.
    9. João Santos & Maria Portela & Inmaculada Pulido-Calvo, 2011. "Regional Frequency Analysis of Droughts in Portugal," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(14), pages 3537-3558, November.
    10. Shamsuddin Shahid & Houshang Behrawan, 2008. "Drought risk assessment in the western part of Bangladesh," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 46(3), pages 391-413, September.
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