Abstract
Significant increases of heavy precipitation and decreases of light precipitation have been reported over widespread regions of the globe. Global warming and effects of anthropogenic aerosols have both been proposed as possible causes of these changes. We examine data from urban and rural meteorological stations in eastern China (1955–2011) and compare them with Global Precipitation Climatology Project (GPCP) data (1979–2007) and reanalysis data in various latitude zones to study changes in precipitation extremes. Significant decreases in light precipitation and increases in heavy precipitation are found at both rural and urban stations, as well as low latitudes over the ocean, while total precipitation shows little change. Characteristics of these changes and changes in the equatorial zone and other latitudes suggest that global warming rather than aerosol effects is the primary cause of the changes. In eastern China, increases of annual total dry days (28 days) and ≥10 consecutive dry days (36%) are due to the decrease in light precipitation days, thereby establishing a causal link among global warming, changes in precipitation extremes, and higher meteorological risk of floods and droughts. Further, results derived from the GPCP data and reanalysis data suggest that the causal link exists over widespread regions of the globe.
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Ackerman, A. S., and Coauthors, 1978: Summary of METROMEX, Volume 2: Causes of Precipitation Anomalies. Illinois State Water Survey, Urbana, Bulletin 63, 399 pp.
Albrecht, B. A., 1989: Aerosols, cloud microphysics, and fractional cloudiness. Science, 245, 1227–1230, doi: 10.1126/science.245.4923.1227.
Allen, M. R., and W. J. Ingram, 2002: Constraints on future changes in climate and the hydrologic cycle. Nature, 419, 224–232, doi: 10.1038/nature01092.
Andreae, M. O., D. Rosenfeld, P. Artaxo, A. A. Costa, G. P. Frank, K. M. Longo, and M. A. Silva-Dias, 2004: Smoking rain clouds over the Amazon. Science, 303, 1337–1342, doi: 10.1126/science.1092779.
Benestad, R. E., 2013: Association between trends in daily rainfall percentiles and the global mean temperature. J. Geophys. Res., 118, 10 802–810, doi: 10.1002/jgrd.50814.
Boucher, O., and Coauthors, 2013: Clouds and Aerosols. Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change., T. F. Stocker, and Coauthors, Eds., Cambridge Univ. Press, Ch. 7, 571–685.
Chou, C., J. C. H. Chiang, C.-W. Lan, C.-H. Chung, Y.-C. Liao, and C.-J. Lee, 2013: Increase in the range between wet and dry season precipitation. Nature Geoscience, 6, 263–267, doi: 10.1038/ngeo1744.
Cubasch, U., and Coauthors, 2001: Projections of Future Climate Change. Climate Change 2001: The Scientific Basis., J. T. Houghton and Y. H. Ding, Eds., Cambridge Univ. Press, Ch. 9, 524–582.
Dai, A., P. J. Lamb, K. E. Trenberth, M. Hulme, P. D. Jones, and P. P. Xie, 2004: The recent Sahel drought is real. Inter. J. Climatol., 24, 1323–1331, doi: 10.1002/joc.1083.
Dai, J., Y. Xing, D. Rosenfeld, and X. H. Xu, 2008: The suppression of aerosols to the orographic precipitation in the Qinling Mountains. Chinese J. Atmos. Sci., 32, 1319–1332 (in Chinese).
Fujibe, F., N. Yamazaki, M. Katsuyama, and K. Kobayashi, 2005: The increasing trend of intense precipitation in Japan based on four-hourly data for a hundred years. Sola, 1, 41–44, doi: 10.2151/sola.2005.012.
Gong, D.-Y., C.-H. Ho, D. L. Chen, Y. Qian, Y.-S. Choi, and J. Kim, 2007: Weekly cycle of aerosol-meteorology interaction over China. J. Geophys. Res., 112, D22202, doi: 10.1029/2007jd008888.
Goswami, B. N., V. Venugopal, D. Sengupta, M. S. Madhusoodanan, and P. K. Xavier, 2006: Increasing trend of extreme rain events over India in a warming environment. Science, 314, 1442–1445, doi: 10.1126/science.1132027.
Groisman, P. Y., R. W. Knight, D. R. Easterling, T. R. Karl, G. C. Hegerl, and V. N. Razuvaev, 2005: Trends in intense precipitation in the climate record. J. Climate, 18, 1326–1350, doi: 10.1175/jcli3339.1.
Hansen, J., M. Sato, and R. Ruedy, 1997: Radiative forcing and climate response. J. Geophys. Res., 102, 6831–6864, doi: 10.1029/96jd03436.
Held, I. M., and B. J. Soden, 2006: Robust responses of the hydrological cycle to global warming. J. Climate, 19, 5686–5699, doi: 10.1175/jcli3990.1.
Ho, C.-H., J.-H. Kim, W. K. M. Lau, K.-M. Kim, D. Gong, and Y.-B. Lee, 2005: Interdecadal changes in heavy rainfall in China during the northern summer. The Journal of Terrestrial, Atmospheric and Oceanic Sciences, 16, 1163–1176.
Jiang, J. H., H. Su, M. R. Schoeberl, S. T. Massie, P. Colarco, S. Platnick, and N. J. Livesey, 2008: Clean and polluted clouds: Relationships among pollution, ice cloud, and precipitation in South America. Geophys. Res. Lett., 35, L10804, doi: 10.1029/2010gl043792.
Jiang, Z. H., Y. C. Shen, T. T. Ma, P. M. Zhai, and S. D. Fang, 2014: Changes of precipitation intensity spectra in different regions of mainland China during 961–2006. Journal of Meteorological Research, 28, 1085–1098.
Jones, P. D., and A. Moberg, 2003: Hemispheric and largescale surface air temperature variations: An extensive revision and an update to 2001. J. Climate., 16, 206–223, doi: 10.1175/1520-0442(2003)016<0206:HALSSA>2.0.CO;2.
Karl, T. R., and R. W. Knight, 1998: Secular trends of precipitation amount, frequency, and intensity in the United States. Bull. Amer. Meteorol. Soc., 79, 231–241, doi: 10.1175/1520-7(1998)079<0231:Stopaf>2.0.Co;2.
Klein Tank, A. M. G., and G. P. K¨onnen, 2003: Trends in indices of daily temperature and precipitation extremes in Europe, 1946-99. J. Climate, 16, 3665–3680, doi: 10.1175/1520-0442(2003)016<3665:TIIODT>2.0.CO;2.
Koren, I., J. V. Martins, L. A. Remer, and H. Afargan, 2008: Smoke invigoration versus inhibition of clouds over the Amazon. Science, 321, 946–949, doi: 10.1126/science.1159185.
Lau, K.-M., and H.-T. Wu, 2007: Detecting trends in tropical rainfall characteristics, 1979-2003. Int. J. Climatol., 27, 979–988, doi: 10.1002/joc.1454.
Lau, K.-M., and H.-T. Wu, 2011: Climatology and changes in tropical oceanic rainfall characteristics inferred from tropical rainfall measuring mission (TRMM) data (1998–2009). J. Geophys. Res., 116, D17111, doi: 10.1029/2011jd015827.
Lau, W. K.-M., H.-T. Wu, and K.-M. Kim, 2013: A canonical response of precipitation characteristics to global warming from CMIP5 models. Geophys. Res. Lett., 40, 3163–3169, doi: 10.1002/grl.50420.
Levin, Z., and W. R. Cotton, 2009: Aerosol Pollution Impact on Precipitation: A Scientific Review. Springer Verlag, 386 pp.
Lin, J. C., T. Matsui, R. A. Pielke, and C. Kummerow, 2006: Effects of biomass-burning-derived aerosols on precipitation and clouds in the Amazon Basin: a satellite-based empirical study. J. Geophys. Res., 111, D19204, doi: 10.1029/2005jd006884.
Liu, B. H., M. Xu, M. Henderson, and Y. Qi, 2005: Observed trends of precipitation amount, frequency, and intensity in China, 1960-2000. J. Geophys. Res., 110, D08103, doi: 10.1029/2004jd004864.
Liu, S. C., C. B. Fu, C.-J. Shiu, J.-P. Chen, and F. T. Wu, 2009: Temperature dependence of global precipitation extremes. Geophys. Res. Lett., 36, L17702, doi: 10.1029/2009gl040218.
Lu, Z., and Coauthors, 2010: Sulfur dioxide emissions in China and sulfur trends in East Asia since 2000. Atmos. Chem. Phys., 10, 6311–6331, doi: 10.5194/acp-10-6311-2010.
Manton, M. J., and Coauthors, 2001: Trends in extreme daily rainfall and temperature in Southeast Asia and the South Pacific: 1961–1998. Int. J. Climatol., 21, 269–284, doi: 10.1002/joc.610.
Mitchell, J. F. B., C. A. Wilson, and W. M. Cunnington, 1987: On CO2 climate sensitivity and model dependence of results. Quart. J. Roy. Meteor. Soc., 113, 293–322, doi: 10.1256/smsqj.47516.
Mitchell, T. D., and P. D. Jones, 2005: An improved method of constructing a database of monthly climate observations and associated high-resolution grids. Int. J. Climatol., 25, 693–712, doi: 10.1002/joc.1181.
National Bureau of Statistics of China, 2012: China Statistical Yearbook 2012. China Statistics Press, Beijing, 1069 pp. (in Chinese)
National Research Council, 2003: Critical Issues in Weather Modification Research. The National Acedemies Press, Washington, D. C., USA, 143 pp.
Peterson, T. C., and R. S. Vose, 1997: An overview of the global historical climatology network temperature database. Bull. Amer. Meteor. Soc., 78, 2837–2849, doi: 10.1175/1520-0477(1997)078<2837:AOOTGH>2.0.CO;2.
Qian, W. H., J. K. Fu, and Z. W. Yan, 2007: Decrease of light rain events in summer associated with a warming environment in China during 1961-2005. Geophys. Res. Lett., 34, L11705, doi: 10.1029/2007gl029631.
Qian, Y., D. Y. Gong, and R. Leung, 2010: Light rain events change over North America, Europe, and Asia for 1973–2009. Atmospheric Science Letters, 11, 301–306, doi: 10.1002/asl.298.
Ramanathan, V., P. J. Crutzen, J. T. Kiehl, and D. Rosenfeld, 2001: Aerosols, climate, and the hydrological cycle. Science, 294, 2119–2124, doi: 10.1126/science.1064034.
Rosenfeld, D., and Coauthors, 2008: Flood or drought: How do aerosols affect precipitation? Science, 321, 1309–1313, doi: 10.1126/science.1160606.
Semenov, V. A., and L. Bengtsson, 2002: Secular trends in daily precipitation characteristics: greenhouse gas simulation with a coupled AOGCM. Climate Dyn., 19, 123–140, doi: 10.1007/s00382-001-0218-4.
Shiu, C.-J., S. C. Liu, C. B. Fu, A. Dai, and Y. Sun, 2012: How much do precipitation extremes change in a warming climate? Geophys. Res. Lett., 39, L17707, doi: 10.1029/2012gl052762.
Smith, T. M., R. W. Reynolds, T. C. Peterson, and J. Lawrimore, 2008: Improvements to NOAA’s historical merged land ocean surface temperature analysis (1880–2006). J. Climate, 21, 2283–2296, doi: 10.1175/2007jcli2100.1.
Solomon, S., and Coauthors, 2007: Climate Change 2007: The Physical Scientific Basis. Contribution of Work Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge Univ. Press, 996 pp.
Streets, D. G., N. Y. Tsai, H. Akimoto, and K. Oka, 2000: Sulfur dioxide emissions in Asia in the period 1985–1997. Atmos. Environ., 34, 4413–4424, doi: 10.1016/S1352-2310(00)00187-4.
Sun, Y., S. Solomon, A. Dai, and R. W. Portmann, 2007: Howoften will it rain? J. Climate, 20, 4801–4818, doi: 10.1175/jcli4263.1.
Tao, W.-K., J.-P. Chen, Z. Q. Li, C. E. Wang, and C. D. Zhang, 2012: Impact of aerosols on convective clouds and precipitation. Rev. Geophys., 50, doi: 10.1029/2011rg000369.
Trenberth, K. E., 1998: Atmospheric moisture residence times and cycling: Implications for rainfall rates and climate change. Climatic Change, 39, 667–694, doi: 10.1023/A:1005319109110.
Trenberth, K. E., A. Dai, R. M. Rasmussen, and D. B. Parsons, 2003: The changing character of precipitation. Bull. Amer. Meteor. Soc., 84, 1205–1217, doi: 10.1175/bams-84-9-1205.
Trenberth, K. E., and Coauthors, 2007: Observations: Surface and Atmospheric Climate Change. Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, S. Solomon, and Coauthors, Eds., Cambridge University Press, Ch. 9, 747–845.
Vose, R. S., R. L. Schmoyer, P. M. Steurer, T. Peterson, R. Heim, T. Karl, and J. Eischeid, 1992: The Global Historical Climatology Network: Long–Term Monthly Temperature, Precipitation, Sea Level Pressure, and Station Pressure Data. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, Oak Ridge, TN., 325 pp, doi: 10.3334/CDIAC/cli.ndp041.
Wang, F., and Q. S. Ge, 2012: Estimation of urbanization bias in observed surface temperature change in China from 1980 to 2009 using satellite land-use data. Chinese Science Bulletin, 57, 1708–1715.
Wang, X. L., and P. M. Zhai, 2008: Changes in China’s precipitation in various categories during 1957–2004. Journal of Tropical Meteorology, 24, 459–466.
Warner, J., 1971: Smoke from sugar-cane fires and rainfall. Conference on Weather Modification, Camberra, ACT., Amer. Meteor. Soc., 191–192.
Warner, J., and S. Twomey, 1967: The production of cloud nuclei by cane fires and the effect on cloud droplet concentration. J. Atmos. Sci., 24, 704–706, doi: 10.1175/1520-0469(1967)024<0704:Tpocnb>2.0.Co;2.
Wu, F. T., and C. B. Fu, 2013: Change of precipitation intensity spectra at different spatial scales under warming conditions. Chinese Science Bulletin, 58, 1385–1394.
Xie, P. P., and Coauthors, 2003: GPCP Pentad precipitation analyses: An experimental dataset based on gauge observations and satellite estimates. J. Climate, 16, 2197–2214, doi: 10.1175/2769.1.
Xue, Y., T. M. Smith, and R. W. Reynolds, 2003: Interdecadal changes of 30-yr SST normals during 1871-2000. J. Climate, 16, 1601–1612, doi: 10.1175/1520-0442-16.10.1601.
Yang, H. L., H, Xiao, and Y. C. Hong, 2011a: Progress in impacts of aerosol on cloud properties and precipitation. Climatic and Environmental Research, 16, 525–542. (in Chinese)
Yang, X. C., Y. L. Hou, and B. D. Chen, 2011b: Observed surface warming induced by urbanization in east China. J. Geophys. Res., 116, D14113, doi: 10.1029/2010jd015452.
Zhai, P. M., X. B. Zhang, H. Wan, and X. H. Pan, 2005: Trends in total precipitation and frequency of daily precipitation extremes over China. J. Climate, 18, 1096–1108, doi: 10.1175/jcli-3318.1.
Zhu, J., Y. C. Zhang, and D. Q. Huang, 2009: Analysis of changes in different-class precipitation over eastern China under global warming. Plateau Meteorology, 28, 889–896. (in Chinese)
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Liu, R., Liu, S.C., Cicerone, R.J. et al. Trends of extreme precipitation in eastern China and their possible causes. Adv. Atmos. Sci. 32, 1027–1037 (2015). https://doi.org/10.1007/s00376-015-5002-1
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DOI: https://doi.org/10.1007/s00376-015-5002-1