An Inferential Statistical Study on the Climate Characteristics of Tropical Cyclones over the Northwestern Pacific

Chapter
Part of the Advances in Natural and Technological Hazards Research book series (NTHR, volume 40)

Abstract

This chapter presents an inferential statistical study on the climate features of cyclone activities in the Northwestern Pacific (WNP) using data from 2,029 tropical cyclones (TCs) obtained within 60 years (1949–2008). The analysis shows the following results. (1) The annual genesis frequency of TC from 1949–2008 exhibits a statistically significant downward trend. The frequencies of tropical storms, typhoons, and strong typhoons have also declined, although less significantly than that of TCs. The interannual occurrence frequency of TCs has a statistically significant high value from 1960–1975, whereas its value is low from 1990–2008. (2) The highest frequency occurs at 14°–19°N and 115°–120°E within the 5° × 5° area, which is a narrow ocean surface to the west of Luzon Island in the South China Sea. (3) In general, the more southward and eastward the location of the TC genesis is, the stronger the TC is. Comparatively speaking, the effect of longitude on TC intensity is greater than that of latitude. Moreover, the interaction impact on TC intensity exists between latitude and longitude. This study provides new information that can improve the understanding of TC climate features over the WNP.

Keywords

Tropical cyclone Climate feature Analysis of variance Non-parametric test 

Notes

Acknowledgments

This study was supported by the following research projects awarded to DL Tang: (1) National Natural Sciences Foundation of China (31061160190, 40976091, NSFC-RFBR Project-41211120181 of DL Tang and D. Pozdnyakov); (2) Guangdong Sciences Foundation (2010B031900041, 8351030101000002); (3) Innovation Group Program of State Key Laboratory of Tropical Oceanography (LTOZZ1201).

References

  1. Casella, G., Berger, R.L.: Statistical inference, pp. 140–170. Brooks/Cole (2008)Google Scholar
  2. Chan, J. C.L.: Tropical Cyclone Activity in the Northwest Pacific in Relation to the El Niño/Southern Oscillation Phenomenon. Mon. Wea. Rev. 113, 599–606 (1985)Google Scholar
  3. Chan, J.C.L., Liu, K.S.: Global warming and western North Pacific typhoon activity from an observational perspective. Climate 17, 4590–4602 (2004)CrossRefGoogle Scholar
  4. Chan, J.C.L.: Interannual and interdecadal variations of tropical cyclone activity over the Western North Pacific. Meteorol. Atmos. Phys. 89, 143–152 (2005)CrossRefGoogle Scholar
  5. Chan, J.C.L., Shi, J.E.: Long-term trends and interannual variability in tropical cyclone activity over the Western North Pacific. Geophys. Res. Lett. 23, 2765–2767 (1996)CrossRefGoogle Scholar
  6. Chen, S.R.: Storm source regions over northwest pacific. Meteorology 16, 23–26 (1990)Google Scholar
  7. Chen, M., Zheng, R. G., Tan, Z. Y.: Tropical cyclone climate feature analysis over northwest pacific in recent 50 years. Trop. Meteorol. J. 16(2), 23–27 (1999)Google Scholar
  8. Cox, D., Stuart, A.: Some quick sign tests for trend in location and dispersion. Biometrika 42, 80–95 (1955)CrossRefGoogle Scholar
  9. Emanuel, K.A.: Increasing destructiveness of tropical cyclones over the past 30 years. Nature 436, 686–688 (2005)CrossRefGoogle Scholar
  10. Jonckheere, A. R.: A Distribution-Free k-Sample Test Against Ordered Alternatives. Biometrika Trust 41(6), 133–145 (1954)Google Scholar
  11. Kruskal, W. H., Wallis, W. A.: Use of Ranks in One-Criterion Variance Analysis. J. Amer. Statist. Assoc. 47(12), 583–621 (1952)Google Scholar
  12. Landsea, C.W.: Meteorology: hurricanes and global warming. Nature 438, E11–E12 (2005). doi: 10.1038/nature04477 CrossRefGoogle Scholar
  13. Landsea, C.W., Harper, B.A., Hoarau, K., Knaff, J.A.: Climate change. Can we detect trends in extreme tropical cyclones? Science 313(5786), 452–454 (2006)Google Scholar
  14. Landsea, C.W., Anderson, C., Charles, N., Clark, G., Dunion, J., Partagas, J.F., Hungerford, P., Neumann, C., Zimmer, M.: The Atlantic Hurricane Database Re-analysis Project: Documentation for 1851–1910 Alterations and Additions to the HURDAT Database, pp. 179–217. Columbia University Press (2004)Google Scholar
  15. Sneyers, R.: On the Statistical Analysis of Series of Observations, pp. 182–192. World Meteorological Organization (1990)Google Scholar
  16. Terpstra, T. J.: The asymptotic normality and consistency of Kendall's test against trend, when ties are present in one ranking. Indag. Math. 14(3), 328–333 (1952)Google Scholar
  17. Walsh, K.: Tropical cyclones and climate change unresolved issues. Clim. Res. 27(1), 77–83 (2004)Google Scholar
  18. Wang, X.L.: Storm tide hazard forecast and prevention. Ocean Forecast 15(3), 26–31 (1998)Google Scholar
  19. Wang, G., Su, J., Ding, Y., Chen, D.: Tropical cyclone genesis over the South China Sea. J. Marine Syst. 68(3–4), 318–326 (2007)Google Scholar
  20. Watson, R.T., Albritton, D.L.: Climate change 2001: Synthesis report: Third assessment report of the Intergovernmental Panel on Climate Change, pp. 125–225. The Press Syndicate of the University of Cambridge (2001)Google Scholar
  21. Webster, P.J., Holland, G.J., Curry, J.A., Chang, H.R.: Changes in tropical cyclone number, duration, and intensity in a warming environment. Science 309, 1844–1846 (2005)CrossRefGoogle Scholar
  22. Wei, Z.J., Tang, D.L., Sui, G.J.: Landfalling probability fitting of tropical cyclone based on Logistic model. J. Appl. Stat. Manage. 21(3), 389–397 (2012)Google Scholar
  23. Yan, L.J., Huang, X.X., Yu, Y.B., Chen, X.Y., Chen, Z.F.: Tropical cyclone frequency variation feature in recent 58 years. Meteorol. Res. Appl. 28(S2), 63–67 (2007)Google Scholar
  24. Yeung, K.H., Wu, M.C., Chang, W.L., Leung, Y.K.: Long-term change in tropical cyclone activity in the Western North Pacific. EOS Trans., AGU 87(48), 537–538 (2006)CrossRefGoogle Scholar
  25. Yuan, J.L., Lin, A.L., Liu, C.X.: Change characters of tropical cyclones with different intensities over the western North Pacific during the last 60 years. Acta Meteorologica Sinica 66(2), 213–223 (2008)Google Scholar
  26. Zhang, R.R.: New classification and relative terminology of tropical cyclone. Chin. Sci. Technol. Terms (2), 56 (2007)Google Scholar
  27. Zhang, J.C., Rao, Z.X., Xie, Q.J., Shi, M.H.: An analysis of tropical cyclone activities in 1884–2006. Guangdong Meteorol. 30(2), 24–26 (2008)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2014

Authors and Affiliations

  1. 1.Information College in Guangdong University of Foreign StudiesGuangzhouChina
  2. 2.Research Center for Remote Sensing of Marine Ecology and Environments, State Key Laboratory of Tropical OceanographySouth China Sea Institute of Oceanology, Chinese Academy of SciencesGuangzhouChina
  3. 3.Guangdong Research Institute for International StrategiesGuangdong University of Foreign StudiesGuangzhouChina

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