Application of Geographic Information System for Mapping Population Exposure to Flood Hazards in Thailand
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Abstract
The assessment of population exposure to flood hazards in urban riverine areas is crucial to flood risk response and mitigation in Thailand. This study employed a free, open-source QGIS associated with various spatial datasets e.g. administrative boundaries, census data, built-up areas, and flood hazard. The objective was to estimate the population's exposure to flood hazards in Thailand. The analysis focused at the provincial level and estimated the population's exposure to a 25-year flood event. The findings revealed that the percentage of the Thai population exposed to riverine flood hazards ranged from zero to 99.86% and was categorized into five severity levels. Approximately 18.10 million Thai people (25.83%) dwell along rivers that are highly vulnerable to riverine floods. Nakhon Pathom province was the first highest risk of its population being exposed to riverine floods specifically nearby the Tha Cheen River. Concurrently, there were 8 provinces namely; 1) Nonthaburi, 2) Sing Buri, 3) Phra Nakhon Si Ayutthaya, 4) Samut Songkhram, 5) Ang Thong, 6) Pathum Thani, 7) Bangkok and 8) Samut Sakhon were determined as having the highest vulnerabilities to riverine floods, while Phangnga, Krabi and Phuket showed the lowest vulnerabilities. The findings of this study provide valuable insights for policymakers to facilitate preparedness and improve effective strategies to mitigate the flood hazards.
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References
G. Singh and A. Pandey. "Flash flood vulnerability assessment and zonation through an integrated approach in the Upper Ganga Basin of the Northwest Himalayan region in Uttarakhand." International Journal of Disaster Risk Reduction, Vol. 66, pp. 1-18, December, 2021.
Intergovernmental Panel on Climate Change (IPCC). Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation. A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge and New York, 2012.
United Nations International Strategy for Disaster Reduction (UNISDR). Global assessment report on disaster risk reduction 2015. United Nations Office for Disaster Risk Reduction. Geneva, Switzerland, 2015.
J. Sahani, P. Kumar, S. Debel, C. Spyrou, M. Loupis, L. Aragão, F. Porcu, M.A.R. Shah, and S.D. Sabatino. "Hydro-meteorological risk assessment methods and management by nature-based solutions." Science of the Total Environment, Vol. 696, pp. 1-17, December, 2019.
A. Goffi, D. Stroppiana, P.A. Brivio, G. Bordogna, and M. Boschetti. "Towards an automated approach to map flooded areas from Sentinel-2 MSI data and soft integration of water spectral features." International Journal of Applied Earth Observation and Geoinformation, Vol. 84, pp. 1-14, February, 2020.
B. K. Osei, I. Ahenkorah, A. Ewusi, and E. B. Fiadonu. "Assessment of flood prone zones in the Tarkwa mining area of Ghana using a GIS-based approach." Environmental Challenges, Vol. 3, pp. 1-12, April, 2021.
I. Pal, P. Doydee, T. Utarasakul, P. Jaikaew, K. A. B. Razak, G. Fernandez, T. Huang, and C. S. Chen. "System approach for flood vulnerability and community resilience assessment at the local level - a case study of Sakon Nakhon province, Thailand." Kasetsart Journal of Social Sciences, Vol. 42, No. 1, pp. 107-116, January-March, 2021.
United Nations Economic and Social Commission for Asia and the Pacific (UNESCAP). Overview of Natural Disasters and Their Impacts in Asia and the Pacific, 1970-2014. Economic and Social Commission for Asia and the Pacific, Bangkok, Thailand, 2015.
H. H. Loc, E. Park, D. Chitwatkulsiri, J. Lim, S. H. Yun, L. Maneechot, and D. M. Phuong. "Local rainfall or river overflow? Re-evaluating the cause of the Great 2011 Thailand flood." Journal of Hydrology, Vol. 589, pp. 1-9, October, 2020.
H. Stoklosa, C. J. Burns, A. Karan, M. Lyman, N. Morley, R. Tadee, and E. Goodwin. "Mitigating trafficking of migrants and children through disaster risk reduction: Insights from the Thailand flood." International Journal of Disaster Risk Reduction, Vol. 60, pp. 1-14, June, 2021.
W. Pratoomchai, C. Ekkawatpanit, N. Yoobanpot, K. T. Lee. "A Dilemma between Flood and Drought Management: Case Study of the Upper Chao Phraya Flood-Prone Area in Thailand." Water, Vol. 14, No. 24, pp. 1-15, December, 2022.
S. F. Balica, I. Popescu, L. Beevers, and N. G. Wright. "Parametric and physically based modelling techniques for flood risk and vulnerability assessment: a comparison." Environmental Modelling & Software, Vol. 41, pp. 84-92, March, 2013.
G. M. Membele, M. Naidu, and O. Mutanga. "Examining flood vulnerability mapping approaches in developing countries: A scoping review." International Journal of Disaster Risk Reduction, Vol. 69, pp. 1-25, February, 2022.
H. de Moel, J. C. J. H. Aerts, and E. Koomen. "Development of flood exposure in the Netherlands during the 20th and 21st century." Global Environmental Change, Vol. 21, No. 2, pp. 620-627, May, 2011.
E. E. Koks, B. Jongman, T. G. Husby, and W. J. W. Botzen. "Combining hazard, exposure and social vulnerability to provide lessons for flood risk management." Environmental Science & Policy, Vol. 47, pp. 42-52, March 2015.
E. Tate, M. A. Rahman, C. T. Emrich, and C. C. Sampson. "Flood exposure and social vulnerability in the United States." Natural Hazards, Vol. 106, pp. 435-457, January, 2021.
P. V. Bolstad and J. L. Smith. "Errors in GIS assessing spatial data accuracy." Journal of Forestry, Vol. 90, pp. 21-29, 1992.
J. R. Jensen and R. R. Jensen. Introductory Geographic Information System. Pearson Education, Inc, Lake Ave., Glenview, IL.U.S.A., 2013.
Y. Mei, Z. Gui, J. Wu, D. Peng, R. Li, H. Wu, and Z. Wei. "Population spatialization with pixel-level attribute grading by considering scale mismatch issue in regression modeling." Geo-spatial Information Science, Vol. 25, No. 3, pp. 365-382, July, 2022.
D. Ariyani, A. K. Balqis, D. Abdaa, R. N. Arini, A. P. Dewi, and S. P. KT. "Flood hazard mapping using QGIS spatial analysis in Bangko and Masjid watershed at Riau, Indonesia." Journal Pengelolaan Sumberdaya Alam dan Lingkungan (JPSL), Vol. 13, No. 3, pp. 362-371, 2023.
A. Musunuru and A. Marshall, Mapping population exposure to flood hazards: step by step guide on the use of QGIS. Available Online at https://repository.unescap. org/handle/20.500.12870/3898, accessed on 6 March 2023.
S. H. Samsudin, N. A. Zuhaily, A. Setu, R. S. Muda, and M. F. M. Amin. "Dam break flood mapping and analysis using Open Source GIS Tool and Data." IOP Conference Series: Earth and Environmental Science, Vol. 1167, pp. 1-9, 2023.
A. Renjith, A. Jossy, A. Mary-S, A. Xaviour, and A. Baby. "Flood mapping in Pathanamthitta district using QGIS software." International Journal of Engineering Research & Technology (IJERT), Vol. 10, No. 06, pp. 136-139, 2022.
M. Buchhorn, B. Smets, L. Bertels, B. D. Roo, M. Lesiv, N. E. Tsendbazar, M. Herold, and S. Fritz. "Copernicus Global Land Service: Land Cover 100m: collection 3: epoch 2019: Globe (V3.0.1) [Data set]." Zenodo, 2020.
P. Bolstad. GIS Fundamentals: A First Text on Geographic Information Systems. 5th ed, Eider Press, White Bear Lake, Minnesota; 2016.
Royal Irrigation Department (RID). Riverine flood prevention and mitigation plan (rainy season) 2022. Bureau of Water Management and Hydrology, Royal Irrigation Department, Ministry of Agriculture and Cooperatives, Bangkok, Thailand, 2022.
Q. Din, A. Rashid, A. Rahim, and I. Ullah. "Flood risk assessment of the population in Afghanistan: A spatial analysis of hazard, exposure, and vulnerability." Natural Hazards Research, Vol. 4, No. 1, pp. 46-55, March, 2024.
QGIS Development Team, QGIS Geographic Information System. Open Source Geospatial Foundation Project. Available Online at http://qgis.osgeo.org, accessed on 22 July 2022.
Statista, Total population in Thailand from 2018 to 2028. Available Online at https://www.statista.com/statistics/ 331 889/total-population-of-thailand, accessed on 12 November 2023.
S. Rantasewee, P. Teerapunyapong, A. Rittima, K. Surakit, Y. Phankamolsil, A. S. Tabucanon, W. Sawangphol, J. Kraisangka, and Y. Talaluxmana. "Impacts of the 2011 Thailand flood on groundwater recharge potential in flood retention area in the middle reach of Tha Chin River." Engineering Access, Vol. 8, No. 2, pp. 186-191, July-December, 2022.
N. S. Fernando, S. Shrestha, S. KC, and S. Mohanasundaram. "Investigating major causes of extreme floods using global datasets: A case of Nepal, USA & Thailand." Progress in Disaster Science, Vol. 13, pp. 1-14, January, 2022.
H. Yolina, Rojali, and E. Irwansyah. "Development of flood-prone area classification program using linear classifier method based on geomorphic flood index and land cover." Procedia Computer Science, Vol. 216, pp. 396-405, 2023.
K. Pakoksung, P. Latcharote, P. Suttinon, P. Bunditsakulchai, A. Suppasri, and F. Imamura. "The probability of community-scale building damage and economic loss in Thailand increased after the 2004 Indian Ocean tsunami." International Journal of Disaster Risk Reduction, Vol. 79, pp. 1-22, September, 2022.
Z. Zhang, A. B. Kennedy, and J. P. Moris. "Tsunami wave loading on a structural array behind a partial wall." Coastal Engineering, Vol. 179, pp. 1-12, January, 2023.
L. A. Garcia, M. L. Martinez-Chenoll, I. Escuder-Bueno, and A. Serrano-Lombillo. "Assessing the impact of uncertainty on flood risk estimates with reliability analysis using 1-D and 2-D hydraulic models." Hydrology and Earth System Sciences, Vol. 16, No. 7, pp. 1895-1914, July, 2012.
S. Jonkman. "Global perspectives on loss of human life caused by floods." Natural Hazards, Vol. 34, No. 2, pp. 151-175, February, 2005.
M. Haraguchi and U. Lall. "Flood risks and impacts: A case study of Thailand's floods in 2011 and research questions for supply chain decision making." International Journal of Disaster Risk Reduction, Vol. 14, Part 3, pp. 256-272, December 2015.
J. Wu, Z. Jiang, Y. Liu, X. Zhao, Y. Liang, W. Lu, and J. Song. "Microplastic contamination assessment in water and economic fishes in different trophic guilds from an urban water supply reservoir after flooding." Journal of Environmental Management, Vol. 299, pp. 1-11, December, 2021.
H. J. Hung, W. C. Lo, C. N. Chen, and C. H. Tsai. "Fish's habitat area and habitat transition in a river under ordinary and flood flow." Ecological Engineering, Vol. 179, pp. 1-18, June, 2022.
X. Wang, G. Zhang, and Y. J. Xu. "Impacts of the 2013 extreme flood in Northeast China on regional groundwater depth and quality." Water, Vol. 7, No. 8, pp. 4575-4592, August, 2015.
Y. Hong, R. F. Adler, A. Negri, and G.J. Huffman. "Flood and landslide applications of near real- time satellite rainfall products." Natural Hazards, Vol. 43, pp. 285-294, March 2007.
A. Rahman and A. Khan. "Analysis of flood causes and associated socio- economic damages in the Hindukush region." Natural Hazards, Vol. 59, No. 3, pp. 1239-1260, December, 2011.
F. L. Ogden, N. R. Pradhan, C. W. Downer, and J. A. Zahner. "Relative importance of impervious area, drainage density, width function, and subsurface storm drainage on flood runoff from an urbanized catchment." Water Resources Research, Vol. 47, No. 12, pp. 1-12, December, 2011.
L. Hubbard, D. W. Kolpin, S. J. Kalkhoff, and D. M. Robertson. "Nutrient and sediment concentrations and corresponding loads during the historic June 2008 flooding in Eastern Iowa." Journal of Environmental Quality, Vol. 40, No. 1, pp. 166-175. January-February, 2011.
J. Park, M. Son, and C. Park. "Natural disasters and deterrence of economic innovation: a case of temporary job losses by hurricane Sandy." Journal of Open Innovation: Technology, Market, and Complexity, Vol. 3, No. 1, pp. 1-23, March 2017.
United Nations Economic and Social Commission for Asia and the Pacific (UNESCAP). The Disaster Riskscape Across Asia-Pacific. United Nations Economic and Social Commission for Asia and the Pacific. Bangkok, Thailand, 2019.
K. Uddin and M. A. Matin. "Potential flood hazard zonation and flood shelter suitability mapping for disaster risk mitigation in Bangladesh using geospatial technology." Progress in Disaster Science, Vol. 11, pp. 1-13, October, 2021.
E. S. Hermas, A. Gaber, and M. Bastawesy. "Application of remote sensing and GIS for assessing and proposing mitigation measures in flood-affected urban areas, Egypt" The Egyptian Egyptian Journal of Remote Sensing and Space Science, Vol. 24, No. 1, pp. 119-130, February 2021.