Abstract
The Philippines is one of the most vulnerable countries to natural disasters due to its geographical location. Natural disasters such as storms, floods, earthquakes, and droughts often occur which bring threat and disturbance to people. Its frequency and severity are probable to increase since there are many studies linking its relationship with climate change. This study analyzed the frequency of natural disasters occurred from the dataset provided by the CRED EM-DAT to identify the patterns from a specified period from 1980–2012. The Results revealed that there is a drastic increase in the frequency of storms that hit the Philippines for more than three (3) decades from 1980 to 2012. Storms, floods, and volcanic eruptions remain the top 3 natural disasters that affect the entire country. There is an increase of 147% from 1980–2012. Thus, the natural disasters are extensively aggravating several industries in the Philippines. The results also indicate that the frequency of natural disasters is more likely increase in the future.
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Hoffmann, R., Muttarak, R.: Learn from the past, prepare for the future: impacts of education and experience on disaster preparedness in the Philippines and Thailand. World Dev. 96, 32–51 (2017)
Smith, K.: Environmental Hazards: Assessing Risk and Reducing Disaster. Routledge, Abingdon (2003)
Hallegatte, S., Przyluski, V.: The economics of natural disasters: concepts and methods (2010)
Noy, I., duPont IV, W.: The long-term consequences of natural disasters—A summary of the literature (2016)
Mata-Lima, H., Alvino-Borba, A., Pinheiro, A., Mata-Lima, A., Almeida, J.A.: Impacts of natural disasters on environmental and socio-economic systems: what makes the difference? Ambiente Sociedade 16(3), 45–64 (2013)
Emergency Events Database (EM-DAT)
Bergholt, D., Lujala, P.: Climate-related natural disasters, economic growth, and armed civil conflict. J. Peace Res. 49(1), 147–162 (2012)
Visser, H., Petersen, A.C., Ligtvoet, W.: On the relation between weather-related disaster impacts, vulnerability and climate change. Clim. Change 125(3–4), 461–477 (2014)
Miao, Q., Popp, D.: Necessity as the mother of invention: innovative responses to natural disasters. J. Environ. Econ. Manag. 68(2), 280–295 (2014)
National Aeronautics and Space Administration (NASA). The consequences of climate change (2017)
Keller, E. A., DeVecchio, D. E.: Natural Hazards: Earth’s Processes as Hazards, Disasters, and Catastrophes. Routledge, Abingdon (2016)
United Nations Office for Disaster Risk Reduction (UNISDR). The Human Cost of Weather Related Disasters
Gunderson, L.: Ecological and human community resilience in response to natural disasters. Ecol. soc. 15(2) (2010)
Cavallo, E., Galiani, S., Noy, I., Pantano, J.: Catastrophic natural disasters and economic growth. Rev. Econ. Stat. 95(5), 1549–1561 (2013)
Mimura, N., Yasuhara, K., Kawagoe, S., Yokoki, H., Kazama, S.: Damage from the great east japan earthquake and tsunami-a quick report. Mitig. Adapt. Strat. Glob. Change 16(7), 803–818 (2011)
Cavallo, E., Noy, I.: Natural disasters and the economy–a survey. Int. Rev. Environ. Res. Econ. 5(1), 63–102 (2011)
Orencio, P.M., Fujii, M.: A localized disaster-resilience index to assess coastal communities based on an analytic hierarchy process (AHP). Int. J. Disaster Risk Reduct. 3, 62–75 (2013)
Pulhin, J.M., Tapia, M.A., Perez, R.T.: Integrating disaster risk reduction and climate change adaptation: Initiatives and challenges in the Philippines. In: Climate Change Adaptation and Disaster Risk Reduction: An Asian Perspective, pp. 217–235. Emerald Group Publishing Limited (2010)
Yumul, G.P., Cruz, N.A., Servando, N.T., Dimalanta, C.B.: Extreme weather events and related disasters in the Philippines, 2004–08: a sign of what climate change will mean? Disasters 35(2), 362–382 (2011)
Franta, B., Roa-Quiaoit, H.A., Lo, D., Narisma, G.: Climate Disasters in the Philippines (2016)
Lagmay, A.M.F., et al.: Devastating storm surges of typhoon haiyan. Int. J. Disaster Risk Reduct. 11(1–12) (2015)
Lum, T., Margesson, R.: Typhoon Haiyan (Yolanda): US and international response to Philippines disaster. Curr. Politics Econ. South Southeast. Central Asia 23(2), 209 (2014)
National Disaster Risk Reduction and Management Council (2013)
Mori, N., Kato, M., Kim, S., Mase, H., Shibutani, Y., Takemi, T., Yasuda, T.: Local amplification of storm surge by Super Typhoon Haiyan in Leyte Gulf. Geophys. Res. Lett. 41(14), 5106–5113 (2014)
Takahashi, B., Tandoc, E.C., Carmichael, C.: Communicating on Twitter during a disaster: an analysis of tweets during Typhoon Haiyan in the Philippines. Comput. Hum. Behav. 50, 392–398 (2015)
Loayza, N.V., Olaberria, E., Rigolini, J., Christiaensen, L.: Natural disasters and growth: going beyond the averages. World Dev. 40(7), 1317–1336 (2012)
Kousky, C.: Informing climate adaptation: a review of the economic costs of natural disasters. Energy Econ. 46, 576–592 (2014)
Middleton, S.E., Middleton, L., Modafferi, S.: Real-time crisis mapping of natural disasters using social media. IEEE Intell. Syst. 29(2), 9–17 (2014)
Chae, J., Thom, D., Jang, Y., Kim, S., Ertl, T., Ebert, D.S.: Public behavior response analysis in disaster events utilizing visual analytics of microblog data. Comput. Graph. 38, 51–60 (2014)
Official Gazette, The Philippines
Boquet, Y.: The Philippine Archipelago (2017)
Guha-Sapir, D., Vos, F., Below, R., Ponserre, S.: Annual disaster statistical review 2011: the numbers and trends. Centre for Research on the Epidemiology of Disasters (CRED) (2012)
Israel, D.C., Briones, R.M.: Impacts of natural disasters on agriculture, food security, and natural resources and environment in the Philippines (No. 2012-36). PIDS discussion paper series (2012)
Benavidez, R., Jackson, B., Maxwell, D., Paringit, E.: Improving predictions of the effects of extreme events, land use, and climate change on the hydrology of watersheds in the Philippines. Proc. Int. Assoc. Hydrol. Sci. 373, 147–151 (2016)
Intergovernmental Panel on Climate Change (IPCC)
Leichenko, R.: Climate change and urban resilience. Current opinion in environmental sustainability 3(3), 164–168 (2011)
Solecki, W., Leichenko, R., O’Brien, K.: Climate change adaptation strategies and disaster risk reduction in cities: connections, contentions, and synergies. Curr. Opin. Environ. Sustain. 3(3), 135–141 (2011)
Jones, H.P., Hole, D.G., Zavaleta, E.S.: Harnessing nature to help people adapt to climate change. Nat. Clim. Change 2(7), 504–509 (2012)
Neumayer, E., Barthel, F.: Normalizing economic loss from natural disasters: a global analysis. Glob. Environ. Change 21(1), 13–24 (2011)
Govind, P., Verchick, R.R.: Natural Disaster and Climate Change. International Environmental Law and the Global South: Comparative Perspectives (2015)
Anderson, J., Bausch, C.: Climate change and natural disasters: Scientific evidence of a possible relation between recent natural disasters and climate change. Policy Brief for the EP Environment Committee (IP/A/ENVI/FWC/2005-35) Brief Number 02a (2006)
Leng, G., Tang, Q., Rayburg, S.: Climate change impacts on meteorological, agricultural and hydrological droughts in China. Global Planet. Change 126, 23–34 (2015)
Department of Interior and Local Government. Climate Change in the Philippines (2011)
Garcia, K., Lasco, R., Ines, A., Lyon, B., Pulhin, F.: Predicting geographic distribution and habitat suitability due to climate change of selected threatened forest tree species in the Philippines. Appl. Geogr. 44, 12–22 (2013)
Wirtz, A., Kron, W., Löw, P., Steuer, M.: The need for data: natural disasters and the challenges of database management. Nat. Hazards 70(1), 135–157 (2014)
Zhang, Z., Wang, P., Chen, Y., Zhang, S., Tao, F., Liu, X.: Spatial pattern and decadal change of agro-meteorological disasters in the main wheat production area of China during 1991–2009. J. Geogr. Sci. 24(3), 387–396 (2014)
Alamgir, M., Shahid, S., Hazarika, M.K., Nashrrullah, S., Harun, S.B., Shamsudin, S.: Analysis of meteorological drought pattern during different climatic and cropping seasons in Bangladesh. JAWRA J. Am. Water Res. Assoc. 51(3), 794–806 (2015)
Felbermayr, G., Gröschl, J.: Naturally negative: the growth effects of natural disasters. J. Dev. Econ. 111, 92–106 (2014)
Parwanto, N.B., Oyama, T.: A statistical analysis and comparison of historical earthquake and tsunami disasters in Japan and Indonesia. Int. J. Disaster Risk Reduct. 7, 122–141 (2014)
Li, C.J., Chai, Y.Q., Yang, L.S., Li, H.R.: Spatio-temporal distribution of flood disasters and analysis of influencing factors in Africa. Nat. Hazards 82(1), 721–731 (2016)
Kamber, M., Han, J., Pei, J.: Data mining: Concepts and Techniques. Elsevier, Amsterdam (2012)
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The authors deeply appreciate the constructive comments and suggestions by the anonymous reviewers of the conference.
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Garcia, M.E.J.N., Hernandez, A.A. (2018). Pattern Analysis of Natural Disasters in the Philippines. In: Jung, J., Kim, P., Choi, K. (eds) Big Data Technologies and Applications. BDTA 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 248. Springer, Cham. https://doi.org/10.1007/978-3-319-98752-1_9
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DOI: https://doi.org/10.1007/978-3-319-98752-1_9
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