Abstract
Using the hourly precipitation records of meteorological stations in Shanghai, covering a period of almost a century (1916–2014), the long-term variation of extreme heavy precipitation in Shanghai on multiple spatial and temporal scales is analyzed, and the effects of urbanization on hourly rainstorms studied. Results show that: (1) Over the last century, extreme hourly precipitation events enhanced significantly. During the recent urbanization period from 1981 to 2014, the frequency of heavy precipitation increased significantly, with a distinct localized and abrupt characteristic. (2) The spatial distribution of long-term trends for the occurrence frequency and total precipitation intensity of hourly heavy precipitation in Shanghai shows a distinct urban rain-island feature; namely, heavy precipitation was increasingly focused in urban and suburban areas. Attribution analysis shows that urbanization in Shanghai contributed greatly to the increase in both frequency and intensity of heavy rainfall events in the city, thus leading to an increasing total precipitation amount of heavy rainfall events. In addition, the diurnal variation of rainfall intensity also shows distinctive urban-rural differences, especially during late afternoon and early nighttime in the city area. (3) Regional warming, with subsequent enhancement of water vapor content, convergence of moisture flux and atmospheric instability, provided favorable physical backgrounds for the formation of extreme precipitation. This accounts for the consistent increase in hourly heavy precipitation over the whole Shanghai area during recent times.
Similar content being viewed by others
References
Alexandersson, H., 1986: A homogeneity test applied to precipitation data. J. Climatol., 6, 661–675.
Ao, X. Y., X. J. Ren, J. P. Tang, and X. Q. Yang, 2011: Simulation study of urbanization effects on summer daily precipitation over the Yangtze river delta. Journal of the Meteorological Science, 31(4), 451–459. (in Chinese with English abstract)
Barnes, S. L., 1973: Mesoscale objective map analysis using weighted time series observations. NOAA Tech. Memo, ERL NSSL-62, 60 pp.
Boschat, G., A. Pezza, I. Simmonds, S. Perkins, T. Cowan, and A. Purich, 2015: Large scale and sub-regional connections in the lead up to summer heat wave and extreme rainfall events in eastern Australia. Climate Dyn., 44(7), 1823–1840.
Buishand, T. A. 1982: Some methods for testing the homogeneity of rainfall records. J. Hydrol., 58, 11–27.
Cai, M., Y. G. Ding, and Z. H. Jiang, 2007: Extreme precipitation experimentation over eastern china based on l-moment estimation. Plateau Meteorology, 26(2), 309–318. (in Chinese with English abstract)
Chen, H. S., S. D. Fan, and X. H. Zhang, 2009: Seasonal differences of variation characteristics of extreme precipitation events over china in the last 50 years. Transactions of Atmospheric Science, 32(6), 744–751. (in Chinese with English abstract)
Chen, T.-C., S.-Y. Wang, and M.-C. Yen, 2007: Enhancement of afternoon thunderstorm activity by urbanization in a valley: Taipei. Journal of Applied Meteorology and Climatology, 46(9), 1324–1340.
Coles, S., J. Bawa, L. Trenner, and P. Dorazio, 2001: An Introduction to Statistical Modeling of Extreme Values. Springer, London, 45–57.
Ding, Y. H., G. Y. Ren, Z. C. Zhao, Y. Xu, Y. Luo, Q. P. Li, and J. Zhang, 2007: Detection, causes and projection of climate change over China: An overview of recent progress. Adv. Atmos. Sci., 24(6), 954–971, doi: 10.1007/s00376–007-0954–4.
Ding, Y. H., Y. Sun, Z. Y. Wang, Y. X. Zhu, and Y. F. Song, 2009: Inter-decadal variation of the summer precipitation in China and its association with decreasing Asian summer monsoon Part II: Possible causes. International Journal of Climatology, 29(13), 1926–1944.
Fu, G. B., N. R. Viney, S.P. Charles, and J. R. Liu, 2010: Long-term temporal variation of extreme rainfall events in Australia: 1910–2006. Journal of Hydrometeorology, 11, 950–965.
Gao, X. Q., Tang L. C., and Zhu D. Q., 2004: Some thoughts on climate system and earth system. Chinese Journal of Geophysics, 47(2), 364–368. (in Chinese with English abstract)
Grimm, A. M., and R. G. Tedeschi, 2009: ENSO and extreme rainfall events in South America. J. Climate, 22(7), 1589–1609.
Han, Z. Q., Z. W. Yan, Z. Li, W. D. Liu, and Y. C. Wang, 2014: Impact of urbanization on low-temperature precipitation in Beijing during 1960–2008. Adv. Atmos. Sci., 31, 48–56, doi: 10.1007/s00376–013-2211–3.
Hao, L. P., Z. F. Fang, Z. L. Li, Z. Q. Liu, and J. H. He, 2007: The inter-annual climate change and heat island effect of Chengdu during the recent fifty years. Scientia Meteorologica Sinica, 27, 648–654. (in Chinese with English abstract)
Hu, H. B., 2015: Spatiotemporal characteristics of rainstorm-induced hazards modified by urbanization in Beijing. Journal of Applied Meteorology and Climatology, 54, 1496–1509.
Hu, X.-M., M. Xue, P. M. Klein, B. G. Illston, and S. Chen, 2016: Analysis of urban effects in Oklahoma City using a dense surface observing network. Journal of Applied Meteorology and Climatology, 55(3), 723–741.
Hu, Y., and Q. Q. Li, 2010: The effects of solar wind system on atmospheric circulation in Shanghai. The 27th Annual Meeting of China Meteorological Society City Weather, Better Life at the Venue. (in Chinese)
Huang, A. N., Y. C. Zhang, and J. Zhu, 2009: Sensitivity of simulation of different intensity of summer precipitation over China to different cumulus convection parameterization schemes. Chinese Journal of Atmospheric Sciences, 33, 1212–1224. (in Chinese with English abstract)
Huang, N. E., and Coauthors, 1998: The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc. R. Soc. London, 454(1971), 903–995.
Huang, W., R. C. Yu, and J. Li, 2012: Analysis of changes in precipitation intensity in later-summer over southeast coast of China in 1967–2006. Progressus Inquisitiones de Mutatione Climatis, 8, 164–170. (in Chinese with English abstract)
IPCC, 1990: Climate Change: The IPCC Scientific Assessment. Report prepared for Intergovernmental Panel on Climate Change by Working Group I, J. T. Houghton et al., Eds., Cambridge University Press, 1–365.
IPCC, 2013: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Stocker et al., Eds., Cambridge University Press, doi: 10.1017/CBO9781107415324, 1535 pp.
Kalnay, E., and Coauthors, 1996: The NCEP/NCAR 40-year reanalysis project. Bull. Amer. Meteor. Soc., 77, 437–471.
Kendall, M. G., 1975: Rank Correlation Methods. Griffin & Co, London.
Li, J., R. C. Yu, and W. Sun, 2013: Duration and seasonality of the hourly extreme rainfall in the central-eastern part of China. Acta Meteorologica Sinica, 71, 652–659. (in Chinese with English abstract)
Liang, P., Y. H. Ding, J. H. He, and X. Tang, 2013: Study of relationship between urbanization speed and change in spatial distribution of rainfall over Shanghai. Journal of Tropical Meteorology, 19, 97–103.
Lin, J., and G. M. Yang, 2014: Spatial-temporal characteristics of rainstorm in China during 1981–2010. Meteorological Monthly, 40, 816–826. (in Chinese with English abstract)
Liu, R., S. C. Liu, C. J. Shiu, J. Li, and Y. H. Zhang, 2016: Trends of regional precipitation and their control mechanisms during 1979–2013. Adv. Atmos. Sci., 33, 164–174, doi: 10.1007/s00376–015-5117–4.
Liu, X. F., L. Xiang, and C.W. Yu, 2010: Characteristics of temporal and spatial variations of the precipitation extremes in the Haihe River Basin. Climatic and Environmental Research, 15, 451–461. (in Chinese with English abstract)
Lorenz, E. N., 1956: Empirical orthogonal functions and statistical weather prediction. Sci. Rep., 409, 997–999.
Mann, H. B., 1945: Nonparametric tests against trend. Econometrica, 13, 245–259.
Meals, D. W., J. Spooner, S. A. Dressing, and J. B. Harcum, 2011: Statistical analysis for monotonic trends. Tech Notes, No. 6, 23.
Miao, S. G., F. Chen, Q. C. Li, and S. Y. Fan, 2011: Impacts of urban processes and urbanization on summer precipitation: a case study of heavy rainfall in Beijing on 1 August 2006. Journal of Applied Meteorology and Climatology, 50(4), 806–825.
Mu, H. Z., C. Y. Kong, X. Tang, and X. X. Ke, 2008: Preliminary analysis of temperature change in Shanghai and urbanization impacts. Journal of Tropical Meteorology, 24, 672–678. (in Chinese with English abstract)
Osborn, T. J., and P. D. Jones, 2014: The CRUTEM4 land-surface air temperature data set: construction, previous versions and dissemination via google earth. Earth System Science Data, 6, 61–68.
Pattanaik, D. R., and M. Rajeevan, 2010: Variability of extreme rainfall events over India during southwest monsoon season. Meteorological Applications, 17(1), 88–104.
Pettitt, A. N., 1979: A non-parametric approach to the changepoint problem. Applied Statistics, 28, 126–135.
Piao, S. L., and Coauthors, 2010: The impacts of climate change on water resources and agriculture in China. Nature, 467, 43–51.
Seneviratne, S. I., M. G. Donat, A. J. Pitman, R. Knutti, and R. L. Wilby, 2016: Allowable CO2 emissions based on regional and impact-related climate targets. Nature, 529, 477–483.
Song, Y. Q., H. N. Liu, X. Y. Wang, N. Zhang, and J. N. Sun, 2016: Numerical simulation of the impact of urban nonuniformity on precipitation. Adv. Atmos. Sci., 33(6), 783–793, doi: 10.1007/s00376–016-5042–1.
Sun, J. S., and W. J. Shu, 2007: The effect of urban heat island on winter and summer precipitation in Beijing region. Chinese Journal of Atmospheric Sciences, 31, 311–320. (in Chinese with English abstract)
Tan, J. G., and Coauthors, 2015: Urban integrated meteorological observations: Practice and experience in Shanghai, China. Bull. Amer. Meteor. Soc., 96, 85–102.
Trenberth, K., 2005: Uncertainty in hurricanes and global warming. Science, 308, 1753–1754.
Vicente-Serrano, S. M., S. Beguería, J. I. López-Moreno, A. M. El Kenawy, and M. Angulo-Martínez, 2009: Daily atmospheric circulation events and extreme precipitation risk in northeast Spain: Role of the north Atlantic oscillation, the western Mediterranean oscillation, and the Mediterranean oscillation. J. Geophys. Res., 114, D08106.
Wang, X. M., X. D. Yu and Z. He, 2012: The applicability of NCEP Reanalysis data to severe convection environment analysis. Journal of Applied Meteorological Science, 23(2), 139–146. (in Chinese)
Wang, X. Q., Z. F. Wang, Y. B. Qi, and H. Guo, 2009: Effect of urbanization on the winter precipitation distribution in Beijing area. Science in China Series D: Earth Sciences, 52, 250–256.
Wei, F. Y., 2007: Modern climatic Statistical Diagnosis and Prediction Technology. China Meteorological Press, 37–41. (in Chinese)
Wijngaard J. B., A. M. G. K. Tank, and G. P. Können, 2003: Homogeneity of 20th century European daily temperature and precipitation series. International Journal of Climatology, 23(6), 679–692.
Wu, Z. H., and N. E. Huang, 2005: Ensemble empirical mode decomposition: a noise-assisted data analysis method. COLA Tech. Rep, No. 193, Center for Ocean–Land–Atmosphere Studies, Calverton, Maryland.
Wu, Z. H., and N. E. Huang, 2009: Ensemble empirical mode decomposition: A noise-assisted data analysis method. Advances in Adaptive Data Analysis, 1, 1–41, doi: 10.1142/S1793536909000047.
Xu, Y. M., 2006: China Meteorological Disasters Dictionary (Shanghai Volume). Meteorological Press, Beijing, 222 pp. (in Chinese)
Yin, S. Q., G. Gao, W. Jing, D. L. Chen, and L. S. Hao, 2011a: Long-term precipitation change by hourly data in Haihe River Basin during 1961–2004. Science China D: Earth Sciences, 54, 1576–1585.
Yin, S. Q., W. J. Li, D. L. Chen, J. H. Jeong, and W. L. Guo, 2011b: Diurnal variations of summer precipitation in the Beijing area and the possible effect of topography and urbanization. Adv. Atmos. Sci., 28(4), 725–734, doi: 10.1007/s00376–010-9240-y.
Yu, H., G. Y. Yang, Z. H. Zhou, J. H. Wang, and D. Y. Qin, 2008: Variation of summer precipitation in Tianjin region and its urbanization effect. Progress in Geography, 27(5), 43–48. (in Chinese with English abstract)
Yu, R. C., J. Li, H. M. Chen, and W. H. Yuan, 2014: Progress in studies of the precipitation diurnal variation over contiguous China. Meteorological Bulletin, 72(5), 948–968. (in Chinese with English abstract)
Zhai, P. M., C. C. Wang, and W. Li, 2007: A review on study of change in precipitation extremes. Advances in Climate Change Research, 3(3), 144–148. (in Chinese with English abstract)
Zhang, G. C., and Coauthors, 2007: Techniques and Methods of Contemporary Weather Forecast. China Meteorological Press, Beijing, 117 pp. (in Chinese)
Zhang, H., and P. M. Zhai, 2011: Temporal and spatial characteristics of extreme hourly precipitation over eastern China in the warm season. Adv. Atmos. Sci., 28, 1177–1183, doi: 10.1007/s00376–011-0020–0.
Zhou, J. K., H. H. Huang, Y. Y. Tang, and H. G. Zhu, 2003: Influence of urbanization on regional precipitation of Nanjing City. Journal of Yangtze River Scientific Research Institute, 20(4), 44–46. (in Chinese with English abstract)
Zhou, L. Y., and K. Yang, 2001: Variation of precipitation in Shanghai during the last one hundred years and precipitation differences between city and suburb. Acta Geographica Sinica, 56(4), 467–476. (in Chinese with English abstract)
Zhou, S. Z., and J. Shu, 1994: Urban Climatology. China Meteorological Press, Beijing. (in Chinese)
Zhou, Y. X., and Y. L. Shi, 1995: Toward establishing the concept of physical urban area in China. Acta Geographica Sinica, 50(4), 289–301. (in Chinese with English abstract)
Acknowledgements
This research was jointly supported by the Major Consulting Projects of the Chinese Academy of Engineering (“Study on Strategies and Measures for the Prevention and Control of Urban Flood and Waterlogging Disasters in China”), the Public Welfare Industry (Meteorological) Research Projects (Grant Nos. GYHY201306065, GYHY201406001), and a research project of the Shanghai Meteorological Bureau (Grant No. YJ201604). The authors acknowledge the three anonymous reviewers, whose comments and suggestions helped to improve the paper.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Liang, P., Ding, Y. The long-term variation of extreme heavy precipitation and its link to urbanization effects in Shanghai during 1916–2014. Adv. Atmos. Sci. 34, 321–334 (2017). https://doi.org/10.1007/s00376-016-6120-0
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00376-016-6120-0