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Assessment of meteorological disasters based on information diffusion theory in Xinjiang, Northwest China

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Abstract

Data of flood, drought, hailstorms, and low temperature events in Xinjiang from 1949 to 2012 were analyzed with the diffusion method to assess the risk of the most common types of disasters in Xinjiang. It was proved that the frequency and intensity of meteorological disasters of the study area showed an increasing trend associated with global warming. Among the four types of disasters, surpass probability of drought was the largest, followed by hailstorm, low temperature and flood in turn. Moreover, the wavelet method analysis revealed that greater oscillations had occurred since 2000, which may be associated with the occurrence of extreme climatic changes. The spatial distribution of frequencies reveals that the northern slope of Tianshan Mountains is a multiple disaster area, the southern slope of Tianshan is the area where more floods and hailstorms occur, and the west of Turpan-Hami Basin is the area wind is prevalent. The relationships between disaster-affected areas and corresponding meteorological and socio-economic indexes were also analyzed. It indicated that there were significant positive correlations between the areas affected and the most meteorological and socio-economic indicators except the grain acreage.

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References

  • Cao L X, Liu X Q, Zhang L et al., 2009. Temporal and spatial distribution characteristics and defensive countermeasures of hailstorm from 1998 to 2008 in Aksu. Desert and Oasis Meteorology, 3(2): 22–23. (in Chinese)

    Google Scholar 

  • Chatman E A, 1986. Diffusion theory: A review and test of a conceptual model in information diffusion. J. Am. Soc. Inf. Sci. 37(6): 377–386.

    Article  Google Scholar 

  • Hu R J, Fan Z L, Wang Y J, 2001. Assessment about the impact of climate change on environment in Xinjiang since recent 50 years. Arid Land Geography, 24(2): 97–103. (in Chinese)

    Google Scholar 

  • Hu R J, Ma H, Fan Z L et al., 2002. Response of water resources to climate change in Xinjiang. Journal of Natural Resources, 17(1): 22–27. (in Chinese)

    Google Scholar 

  • Huang C F, 1997. Principle of information diffusion. Fuzzy Sets. Syst., 91(1): 69–90.

    Article  Google Scholar 

  • Huang C F, 2000. Demonstration of benefit of information distribution for probability estimation. Signal Process, 80(6): 1037–1048.

    Article  Google Scholar 

  • Huang C F, 2001. Information matrix and application. Int. J. Gen. Syst., 30(6): 603–622.

    Article  Google Scholar 

  • Huang C F, 2002a. An application of calculated fuzzy risk. Inf. Sci., 142(1): 37–56.

    Article  Google Scholar 

  • Huang C F, 2002b. Information diffusion techniques and small sample problem. Int. J. Inf. Technol. Decis. Mak., 1(2): 229–249.

    Article  Google Scholar 

  • Huang C F, Liu X L, Zhou G X et al., 1998. Agricultural natural disaster risk assessment method according to the historic disaster data. Journal of Natural Disasters, 7(2): 1–4. (in Chinese)

    Google Scholar 

  • IPCC, 2007. Climate Change: Impacts, Adaptation and Vulnerability: Working Group II Contribution to IPCC Fourth Assessment Report of the Intergovernmental Panel on Climate Change. London: Cambridge University Press.

    Google Scholar 

  • James B E, James P K, Thomas H J, 2008. The increasing intensity of the strongest tropical cyclones. Nature, 455: 92–94.

    Article  Google Scholar 

  • Jiang F Q, Li Z, Hu R J, 2005a. Influences of drought on agriculture and disaster-chain effect during the second half of the 20th century in Xinjiang. Arid Land Geography, 28(4): 469–471. (in Chinese)

    Google Scholar 

  • Jiang F Q, Zhu C, Mu G J et al., 2005b. Magnification of flood disasters and its relation to regional precipitation and local human activities since the 1980s in Xinjiang, northwestern China. Natural Hazards, 36(3): 307–330.

    Article  Google Scholar 

  • Juraj M C, Taha B M J O, 2009. Trends in the timing and magnitude of floods in Canada. Journal of Hydrology, 375(3/4): 472–479.

    Google Scholar 

  • Kerry E, 2005. Increasing destructiveness of tropical cyclones over the past 30 years. Nature, 436: 686–687.

    Article  Google Scholar 

  • Li B F, 2013. Study on the effects of climate change on water resources in the arid region of northwest China. Beijing: Dissertation of University of Chinese Academy of Sciences. (in Chinese)

    Google Scholar 

  • Li Y, 2003. Change of river flood and disaster in Xinjiang during past 40 years. Journal of Glaciology and Geocryology, 25(3): 343–345. (in Chinese)

    Google Scholar 

  • Liu X Z, Zhang A D, Li J Z, 2009. Geography Mathematics Method. Beijing: Science Press. (in Chinese)

    Google Scholar 

  • Ma S H, 1994. Distribution of storm floods in Xinjiang. Bimonthly of Xinjiang Meteorology, 17(1): 25–26. (in Chinese)

    Google Scholar 

  • Ma S H, Xi Y W, 1997. Some regularities of storm rainfall in Xinjiang, China. Acta Meteorologica Sinica, 55(2): 241–242. (in Chinese)

    Google Scholar 

  • Mansur S, 2012. Analyzing the spatio-temporal variations of hailstorm disasters in southern Xinjiang region during recent 60 years. Journal of Glaciology and Geocryology, 34(4): 797–799. (in Chinese)

    Google Scholar 

  • Mansur S, Lutubula Y, 2012. The characteristics of gale disaster and its impact on agricultural production in Southern Xinjiang in last 60 years. Agricultural Research in the Arid Areas, 30(1): 266–268. (in Chinese)

    Google Scholar 

  • Parzen, 1962. On estimation of a probability density function and mode. Ann. Math. Statist., 33: 1065–1076.

    Article  Google Scholar 

  • Paul C D M, Wetherald R T, Dunne K A et al., 2002. Increasing risk of great floods in a changing climate. Nature, 415: 515–516.

    Google Scholar 

  • Peter J W, Holland G J, Curry J A et al., 2005. Changes in tropical cyclone number, duration, and intensity in a warming environment. Science, 309: 1844–1845.

    Article  Google Scholar 

  • Shi Y F, Shen Y P, Hu R J, 2002. Preliminary study on signal, impact and foreground of climate shift from warm-dry to warm-humid in Northwest China. Journal of Glaciology and Geocryology, 24(3): 219–226. (in Chinese)

    Google Scholar 

  • Sun G L, 2011. Spatio-temporal distribution of extreme hydrological events and response to climate change in Xinjiang. Beijing: Dissertation of Chinese Academy of Sciences. (in Chinese)

    Google Scholar 

  • Wang Q X, Cui C X, Yao Y L, 2008. Variation trends and multi-scale analysis of flood affected area in various regions of Xinjiang. Acta Geographica Sinica, 63(7): 769–771. (in Chinese)

    Google Scholar 

  • Wen K G, Shi Y G, 2006. Great Encyclopaedia of Meteorological Disasters of China: Xinjiang Volume. Beijing: China Meteorological Press. (in Chinese)

    Google Scholar 

  • Wu S F, He W Q, Hu R J et al., 2001. Analysis on the changing causes of the lakes in the basins and the plains in Xinjiang since recent years. Arid Land Geography, 24(2): 123–129. (in Chinese)

    Google Scholar 

  • Xu G H, 1997. What does the global warming bring to the economic construction and sustainable development in Xinjiang? Bimonthly of Xinjiang Meteorology, 20(5): 1–3. (in Chinese)

    Google Scholar 

  • Yang G M, Kong Q, Mao D Y et al., 2008. Analysis of the long lasting cryogenic freezing rain and snow weather in the beginning of 2008. Acta Meteorologica Sinica, 66(5): 837–839. (in Chinese)

    Google Scholar 

  • Yang L, He L, 2005. Analysis on gale disaster degree in Xinjiang for 3 years and disaster zoning. Journal of Catastrophology, 20(4): 84–85. (in Chinese)

    Google Scholar 

  • Yang Q, 1998. Characteristics of climate change in Xinjiang in recent 10 years. Bimonthly of Xinjiang Meteorology, 21(2): 11–12. (in Chinese)

    Google Scholar 

  • Yang S Y, Li H H, Yan H S et al., 2012. Characteristics of extreme low temperature weather and the cause in the eastern Yunnan Province in 2011. Journal of Chengdu University of Information Technology, 27(1): 71–76. (in Chinese)

    Google Scholar 

  • Zhang J L, Zhang L, 2011. Climate characteristics of severe hailstorm events during 50 years in Aksu, Xinjiang, China. Journal of Desert Research, 31(1): 237–238. (in Chinese)

    Google Scholar 

  • Zhang X, Zhang C G, Wu J X et al., 2009. Risk assessment of yield losses from agro-meteorological disasters in Fujian Province. Journal of Natural Disasters, 18(1): 1. (in Chinese)

    Google Scholar 

Download references

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Correspondence to Yaning Chen.

Additional information

Foundation: National Natural Science Foundation of China, No.41305125; No.U1203281; National Basic Research Program of China (973 Program), No.2010CB951003

Author: Wu Meihua, PhD, specialized in risk assessment of natural disasters.

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Wu, M., Chen, Y. & Xu, C. Assessment of meteorological disasters based on information diffusion theory in Xinjiang, Northwest China. J. Geogr. Sci. 25, 69–84 (2015). https://doi.org/10.1007/s11442-015-1154-2

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  • DOI: https://doi.org/10.1007/s11442-015-1154-2

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