Browse > Article
http://dx.doi.org/10.12672/ksis.2014.22.4.049

Spatial Analysis of Typhoon Genesis Distribution based on IPCC AR5 RCP 8.5 Scenario  

Lee, Sungsu (Civil engineering, Chungbuk National University)
Kim, Ga Young (Civil engineering, Chungbuk National University)
Publication Information
Abstract
Natural disasters of large scale such as typhoon, heat waves and snow storm have recently been increased because of climate change according to global warming which is most likely caused by greenhouse gas in the atmosphere. Increase of greenhouse gases concentration has caused the augmentation of earth's surface temperature, which raised the frequency of incidences of extreme weather in northern hemisphere. In this paper, we present spatial analysis of future typhoon genesis based on IPCC AR5 RCP 8.5 scenario, which applied latest carbon dioxide concentration trend. For this analysis, we firstly calculated GPI using RCP 8.5 monthly data during 1982~2100. By spatially comparing the monthly averaged GPIs and typhoon genesis locations of 1982~2010, a probability density distribution(PDF) of the typhoon genesis was estimated. Then, we defined 0.05GPI, 0.1GPI and 0.15GPI based on the GPI ranges which are corresponding to probability densities of 0.05, 0.1 and 0.15, respectively. Based on the PDF-related GPIs, spatial distributions of probability on the typhoon genesis were estimated for the periods of 1982~2010, 2011~2040, 2041~2070 and 2071~2100. Also, we analyzed area density using historical genesis points and spatial distributions. As the results, Philippines' east area corresponding to region of latitude $10^{\circ}{\sim}20^{\circ}$ shows high typhoon genesis probability in future. Using this result, we expect to estimate the potential region of typhoon genesis in the future and to develop the genesis model.
Keywords
Genesis Potential Index; RCP 8.5 scenario; Typhoon Genesis;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Shin, H.; Chang, E; Hong, S, 2014, Estimation of Near Surface Air Temperature Using MODIS Land Surface Temperature Data and Geostatistics, Journal of Korea Spatial Information Society, 22(1): 55-63.   과학기술학회마을   DOI
2 National Institute Meteorological Research. 2011, Climate Change Scenario Report, Korea.
3 Bister, M; Emanuel, K. A. 2002, Low frequency variability of tropical cyclone potential intensity 1. Interannual to interdecadal variability, Journal of Geophysical Research, 107(D24):ACL 26-1-ACL26-15.
4 Emanuel, K. A; Nolan, D. S. 2004, Tropical cyclone activity and the global climate system, Paper presented at the 26th conference on Hurricanes and Tropical Meteorology, Miami, May 2.
5 Camargo, S. J; Emanuel, K. A; Sobel, A. H. 2007, Use of a Genesis Potential Index to Diagnose ENSO Effects on Tropical Cyclone Genesis. Journal of Climate, 20(19):4819-4834.   DOI
6 Kim, H. M; Lee, M. I; Peter J. Webster; Kim, D; Yoo, J. H. 2013, A Physical Basis for the Probabilistic Prediction of the Accumulated Tropical Cyclone Kinetic Energy in the western North Pacific, Journal of Climate, 26(20):7981-7991.   DOI
7 Park, D. S; Ho, C. H; Kim, J. H. 2014, Growing threat of intense tropical cyclones to East Asia over the period 1977-2010, Environmental Research letters, 9(1):014008.   DOI   ScienceOn
8 Korea Meteorological Administration. 2007, Development and use of typhoon occurrence predictive guidance.
9 Xun Guo Lin. 2004, Probabilistic framework of cyclone risk assessment, Paper presented at the 5th annual meeting for the Asia Pacific Industrial Engineering and Management Systems Conference, Australia, December 12-15.
10 Hall, T. M; Jewson, S. 2007, Statistical modelling of North Atlantic Tropical cyclone tracks, Tellus, 59A:486-498.
11 Rumpf, J; Weindl, H; Hoppe, P; Rauch, E; Schmidt, V. 2007, Stochastic modelling of tropical cyclone tracks, Mathematical Methods of Operations Research, 66(3):475-490.   DOI
12 Park, J, H; Lee, G. S; Yang, J. S; Kim, S. W. 2012, Journal of Korea Spatial Information Society, 20(3):39-50.
13 IPCC. 2007, Climate Change 2007, Report of the Intergovernmental Panel on Climate Change, IPCC.
14 Korea Meteorological Administration. 2013, Report of Global Atmosphere Watch 2012, Korea.
15 Hwang, I. S. 2005, Study on the Kyoto Protocol and the corresponding system of Korea-Focusing on new renewable energy policy, Master's Degree Thesis, Ulsan University.