Assessing Coastal Land Cover Changes after the 2004 Tsunami Using Remote Sensing and GIS Approaches

Authors

  • Pasu KONGAPAI Department of Marine Science, Faculty of Science, Chulalongkorn University, Bangkok 10330
  • Penjai SOMPONGCHAIYAKUL Department of Marine Science, Faculty of Science, Chulalongkorn University, Bangkok 10330
  • Somrudee JITPRAPHAI Department of Marine Science, Faculty of Science, Chulalongkorn University, Bangkok 10330

Keywords:

Tsunami, land cover, change detection, setback line, remote sensing

Abstract

Land cover change analysis can be applied in order to understand the impacts of natural disasters. These results are critical for addressing future planning needs. This study assessed long-term land cover changes at Khao Lak, Thailand, which were severely affected by the 2004 tsunami, by applying Geographic Information System analyses, including change detection using remotely sensed imagery. Results revealed that urban areas were highly impacted by the tsunami, decreasing considerably moving landwards, with an 85 % change recorded at 225 m from shoreline, whereas vegetated areas showed relatively little change 1 km from shore. The period after the tsunami (2005 - 2008) showed considerable change: water bodies were reduced by 42 %, mainly turned into barren land, at 26.2 %, with a lesser amount changed into urban areas, 0.1 %, at 75 m from shore. Five years later (2008 - 2013), barren land areas had gradually increased to 44 %, while water bodies declined by 53 % at 75 m inland. Additionally, urban areas had increased up to 1 km landwards. Land cover changes varied between land cover types and their distances from shoreline or coastal proximity. Findings should prove valuable for understanding coastal hazard impacts in relation to land cover types, and also guide planning policy, such as setting a minimum distance from the shore for urban development.

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References

C Thanawood, C Yongchalermchai and O Densrisereekul. Effects of the December 2004 tsunami and disaster management in southern Thailand. Sci. Tsunami Hazards 2006; 24, 207-17.

E Calgaro and K Lloyd. Sun, sea, sand and tsunami: Examining disaster vulnerability in the tourism community of Khao Lak, Thailand. Singapore J. Trop. Geogr. 2008; 29, 288-306.

P Willroth, J Revilla Diez and N Arunotai. Modelling the economic vulnerability of households in the Phang-Nga Province (Thailand) to natural disasters. Nat. Hazards 2011; 58, 753-69.

T Rossetto, N Peiris, A Pomonis, SM Wilkinson, ED Del, R Koo and S Gallocher. The Indian ocean tsunami of December 26, 2004: Observations in Sri Lanka and Thailand. Nat. Hazards 2007; 42, 105-24.

N Tanaka, Y Sasaki, MIN Mowjood, KBSN Jinadasa and S Homchuen. Coastal vegetation structures and their functions in tsunami protection: experience of the recent Indian Ocean tsunami. Landsc. Ecol. Eng. 2007; 3, 33-45.

M Papathoma, D Dominey-Howes, Y Zong and D Smith. Assessing tsunami vulnerability, an example from Herakleio, Crete. Nat. Hazards Earth Syst. Sci. 2003; 3, 377-89.

G Kaiser, L Scheele, A Kortenhaus, F Lovholt, H Romer and S Leschka. The influence of land cover roughness on the results of high resolution tsunami inundation modeling. Nat. Hazards Earth Syst. Sci. 2011; 11, 2521-40.

D Kamthonkiat, C Rodfai, A Saiwanrungkul, S Koshimura and M Matsuoka. Geoinformatics in mangrove monitoring: damage and recovery after the 2004 Indian Ocean tsunami in Phang Nga, Thailand. Nat. Hazards Earth Syst. Sci. 2011; 11, 1851-62.

H Romer, J Jeewarongkakul, G Kaiser, R Ludwig and H Sterr. Monitoring post-tsunami vegetation recovery in Phang-Nga province, Thailand, based on IKONOS imagery and field investigations - A contribution to the analysis of tsunami vulnerability of coastal ecosystems. Int. J. Remote Sens. 2012; 33, 3090-121.

S Chutiratanaphun, R Boonsin, P Kuneepong and J Suttirod. Land use/land cover change by tsunami 2004 in Thailand: A case study at Phi Phi Island, Krabi Province and Ban Num Kem Village, Pang Nga Province. In: Proceedings of the 2nd International Conference on Information Systems for Crisis Response and Management, Brussels, Belgium, 2005, p. 301-3.

SE Chang, BJ Adams, J Alder, PR Berke, R Chuenpagdee, S Ghosh and C Wabnitz. Coastal ecosystems and Tsunami protection after the December 2004 Indian Ocean Tsunami. Earthq. Spectra 2006; 22, 863-87.

G Kaiser, B Burkhard, H Römer, S Sangkaew, R Graterol, T Haitook and D Sakuna-Schwartz. Mapping tsunami impacts on land cover and related ecosystem service supply in Phang Nga, Thailand. Nat. Hazards Earth Syst. Sci. 2013; 13, 3095-111.

M Choowong, S Phantuwongraj, T Charoentitirat, V Chutakositkanon, S Yumuang and P Charusiri. Beach recovery after 2004 Indian Ocean tsunami from Phang-nga, Thailand. Geomorphology 2009; 104, 134-42.

GR Allen and GS Stone. Rapid assessment survey of tsunami-affected reefs of Thailand. Final Technique Report, 15 November 2005. Boston: New England Aquarium, 2005. Available at: http://neaq.org/documents/conservation_and_research/global_change/tsunami_report.pdf, accessed April 2015.

C Giri, Z Zhu, LI Tieszen, A Singh, S Gillette and JA Kelmelis. Mangrove forest distributions and dynamics (1975-2005) of the tsunami-affected region of Asia. J. Biogeogr. 2008; 35, 519-28.

H Romer, G Kaiser, H Sterr and R Ludwig. Using remote sensing to assess tsunami-induced impacts on coastal forest ecosystems at the Andaman Sea coast of Thailand. Nat. Hazards Earth Syst. Sci. 2010; 10, 729-45.

P Sirikulchayanon, W Sun and TJ Oyana. Assessing the impact of the 2004 tsunami on mangroves using remote sensing and GIS techniques. Int. J. Remote Sens. 2008; 29, 3553-76.

RK Turner, S Subak and WN Adger. Pressures trends and impacts in coastal zones: Interactions between socioeconomic and natural systems. Environ. Manage. 1996; 20, 159-73.

C Small and RJ Nicholls. A global analysis of human settlement in coastal zones. J. Coast Res. 2003; 19, 584-99.

M Fasona and A Omojola. Land cover change and land degradation in parts of the southwest coast of Nigeria. African J. Ecol. 2009; 47, 30-8.

KJ Mard, A Skelton, M Sanden, M Ioualalen, N Kaewbanjak, N Pophet and AV Matern. Reconstructions of the coastal impact of the 2004 Indian Ocean tsunami in the Khao Lak area Thailand. J. Geophys. Res. Oceans 2009; 114, C10023.

O Rozenstein and A Karnieli. Comparison of methods for land-use classification incorporating remote sensing and GIS inputs. Appl. Geogr. 2011; 31, 533-44.

CA Laben and BV Brower. Process for enhancing the spatial resolution of multispectral imagery using pan-sharpening. 2000, U.S. Patent 6,011,875.

A Aiazzi, S Baronti, M Selva and L Alparone. Enhanced Gram-Schmidt spectral sharpening based on multivariate regression of MS and pan data. In: Proceeding of the Geoscience and Remote Sensing Symposium, IGARSS. IEEE International Conference. Available at: http://www.atsdr.cdc.gov/toxprofiles/tp75.pdf, accessed October 2014.

T Das. 2009, Land Use Land Cover Change Detection: an Object Oriented Approach Munster, Germany. Msc Thesis, Institute for Geo informatics, University of Munster, Germany.

J Rogan and D Chen. Remote sensing technology for mapping and monitoring land-cover and land-use change. Prog. Plan. 2004; 61, 301-25.

United States Environmental Protection Agency (EPA). An accuracy assessment of 1992 Landsat-MSS derived land cover for the upper San Pedro watershed (U.S./Mexico). Available at: http://www.epa.gov/esd/land-sci/pdf/epa600r02040.pdf, accessed March 2015.

JR Jensen. Introductory Digital Image Processing a Remote Sensing Perspective. 3rd ed. Prentice-Hall, New Jersey, 2005.

M Kaplan, FG Renaud and G Lüchters. Vulnerability assessment and protective effects of coastal vegetation during the 2004 Tsunami in Sri Lanka. Nat. Hazards Earth Syst. Sci. 2009; 9, 1479-94.

S Günthert, M Wieland and A Siegmund. Change detection analysis for assessing the vulnerability and protective effect of beach forests in case of the tsunami 2004 in Thailand. Photogramm Fernerkun 2011; 4, 247-60.

PP Wong. Impacts, recovery and resilience of Thai tourist coasts to the 2004 Indian Ocean Tsunami. Geol. Soc. London Spec. Publ. 2012; 361, 127-38.

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Published

2015-10-23

How to Cite

KONGAPAI, P., SOMPONGCHAIYAKUL, P., & JITPRAPHAI, S. (2015). Assessing Coastal Land Cover Changes after the 2004 Tsunami Using Remote Sensing and GIS Approaches. Walailak Journal of Science and Technology (WJST), 13(9), 689–702. Retrieved from https://wjst.wu.ac.th/index.php/wjst/article/view/1675