Abstract
We investigated the decadal changes in the different types of summer mean precipitation over China across the mid-1990s based on observational datasets. The spatial variations in the observed decadal changes were estimated by comparing the present day (PD) time period of 1994–2011 with an earlier period of 1964–1981. The summer total precipitation increased in southern China and decreased in northern China from the early period to the PD. The increases of precipitation in southern China were due to increases in the frequency of heavy and moderate rainfall, whereas the decreases over northern China were mainly due to decreases in the frequency of moderate and light rainfall. Based on a set of numerical experiments using an atmospheric general circulation model coupled with a multilevel mixed-layer ocean model, we found that the increase of precipitation frequency forced by greenhouse gases is the main reason of increasing precipitation over southern and northeastern China, while the decrease of frequency caused by anthropogenic aerosol (AA) induces the decreasing precipitation over northern China. The water vapor flux convergence and water vapor flux strengthen in southern China and northeastern China by anthropogenic greenhouse gases. This distribution is also conducive to precipitation in most of southern China and northeastern China. Under the control of weakened southwesterly winds and 850-hPa divergence, precipitation decreases over northern and southwestern China by AA.
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Bollasina, M. A., Y. Ming, and V. Ramaswamy, 2011: Anthropogenic aerosols and the weakening of the South Asian summer monsoon. Science, 334, 502–505, doi: https://doi.org/10.1126/ccienee.1204994.
Caesar, J., and J. A. Lowe, 2012: Comparing the impacts of mitigation versus non-intervention scenarios on future temperature and precipitation extremes in the HadGEM2 climate model. J. Geophys. Res. Atmos., 117, D15109, doi: https://doi.org/10.1029/2012JD017762.
Chen, H. P., and J. Q. Sun, 2017: Anthropogenic warming has caused hot droughts more frequently in China. J. Hydrol., 544, 306–318, doi: https://doi.org/10.1016/j.jhydrol.2016.11.044.
Chen, W., and B. W. Dong, 2019: Anthropogenic impacts on recent decadal change in temperature extremes over China: Relative roles of greenhouse gases and anthropogenic aerosols. Climate Dyn., 52, 3643–3660, doi: https://doi.org/10.1007/s00382-018-4342-9.
Ding, Y. H., Z. Y. Wang, and Y. Sun, 2008: Inter-decadal variation of the summer precipitation in East China and its association with decreasing Asian summer monsoon. Part I: Observed evidences. Int. J. Climatol., 28, 1139–1161, doi: https://doi.org/10.1002/joc.1615.
Ding, Y. H., Y. Sun, Z. Y. Wang, et al., 2009: Inter-decadal variation of the summer precipitation in China and its association with decreasing Asian summer monsoon. Part II: Possible causes. Int. J. Climatol., 29, 1926–1944, doi: https://doi.org/10.1002/joc.1759.
Dong, B. W., R. T. Sutton, E. J. Highwood, et al., 2016: Preferred response of the East Asian summer monsoon to local and non-local anthropogenic sulphur dioxide emissions. Climate Dyn., 46, 1733–1751, doi: https://doi.org/10.1007/s00382-015-2671-5.
Fan, K., Z. Q. Xu, and B. Q. Tian, 2014: Has the intensity of the interannual variability in summer rainfall over South China remarkably increased? Meteor. Atmos. Phys., 124, 23–32, doi: https://doi.org/10.1007/s00703-013-0301-5.
Gong, D.-Y., and C.-H. Ho, 2002: Shift in the summer rainfall over the Yangtze River valley in the late 1970s. Geophys. Res. Lett., 29, 1436, doi: https://doi.org/10.1029/2001GL014523.
He, B.-R., and P.-M. Zhai, 2018: Changes in persistent and non-persistent extreme precipitation in China from 1961 to 2016. Adv. Climate Change Res., 9, 177–184, doi: https://doi.org/10.1016/j.accre.2018.08.002.
Hewitt, H. T., D. Copsey, I. D. Culverwell, et al., 2011: Design and implementation of the infrastructure of HadGEM3: The next-generation Met Office climate modelling system. Geosci. Model Dev., 4, 223–253, doi: https://doi.org/10.5194/gmd-4-223-2011.
Hirons, L. C., N. P. Klingaman, and S. J. Woolnough, 2015: MetUM-GOML1: A near-globally coupled atmosphere-ocean-mixed-layer model. Geosci. Model Dev., 8, 363–379, doi: https://doi.org/10.5194/gmd-8-363-2015.
Kharin, V. V., F. W. Zwiers, X. Zhang, et al., 2013: Changes in temperature and precipitation extremes in the CMIP5 ensemble. Climatic Change, 119, 345–357, doi: https://doi.org/10.1007/s10584-013-0705-8.
Liu, R., S. C. Liu, R. J. Cicerone, et al., 2015: Trends of extreme precipitation in eastern China and their possible causes. Adv. Atmos. Sci., 32, 1027–1037, doi: https://doi.org/10.1007/s00376-015-5002-1.
Ma, S. M., T. J. Zhou, D. A. Stone, et al., 2017: Detectable anthropogenic shift toward heavy precipitation over eastern China. J. Climate, 30, 1381–1396, doi: https://doi.org/10.1175/JCLI-D-16-0311.1.
Min, S., and Y.-F. Qian, 2008: Regionality and persistence of extreme precipitation events in China. Adv. Water Sci., 19, 763–771, doi: https://doi.org/10.3221/j.issn:1001-6791.2008.06.001. (in Chinese)
Pendergrass, A. G., and D. L. Hartmann, 2014: The atmospheric energy constraint on global-mean precipitation change. J. Climate, 27, 757–768, doi: https://doi.org/10.1175/JCLI-D-13-00163.1.
Qian, W. H., and A. Qin, 2008: Precipitation division and climate shift in China from 1960 to 2000. Theor. Appl. Climatol., 93, 1–17, doi: https://doi.org/10.1007/s00704-007-0330-4.
Qian, Y., D. Y. Gong, J. W. Fan, et al., 2009: Heavy pollution suppresses light rain in China: Observations and modeling. J. Geophys. Res. Atmos., 114, D00K02, doi: https://doi.org/10.1029/2008JD011575.
Rajah, K., T. O’Leary, A. Turner, et al., 2014: Changes to the temporal distribution of daily precipitation. Geophys. Res. Lett., 41, 8887–8894, doi: https://doi.org/10.1002/2014GL062156.
Rayner, N. A., D. E. Parker, E. B. Horton, et al., 2003: Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J. Geophys. Res. Atmos., 108, 4407, doi: https://doi.org/10.1029/2002JD002670.
Ren, Z. H., Y. Yu, F. L. Zou, et al., 2012: Quality detection of surface historical basic meteorological data. J. Appl. Meteor. Sci., 23, 739–747, doi: https://doi.org/10.3969/j.issn.1001-7313.2012:06.011. (in Chinese)
Rosenfeld, D., J. Dai, X. Yu, et al., 2007: Inverse relations between amounts of air pollution and orographic precipitation. Science, 315, 1396–1398, doi: https://doi.org/10.1126/science.1137949.
Shen, C. M., W.-C. Wang, Z. X. Hao, et al., 2008: Characteristics of anomalous precipitation events over eastern China during the past five centuries. Climate Dyn., 31, 463–476, doi: https://doi.org/10.1007/s00382-007-0323-0.
Sillmann, J., L. Pozzoli, E. Vignati, et al., 2013: Aerosol effect on climate extremes in Europe under different future scenarios. Geophys. Res. Lett., 40, 2290–2295, doi: https://doi.org/10.1002/grl.50459.
Smith, D. M., and J. M. Murphy, 2007: An objective ocean temperature and salinity analysis using covariances from a global climate model. J. Geophys. Res. Oceans, 112, C02022, doi: https://doi.org/10.1029/2005JC003172.
Song, F. F., T. J. Zhou, and Y. Qian, 2014: Responses of East Asian summer monsoon to natural and anthropogenic forcings in the 17 latest CMIP5 models. Geophys. Res. Lett., 41, 596–603, doi: https://doi.org/10.1002/2013GL058705.
Su, Q., and B. W. Dong, 2019: Recent decadal changes in heat waves over China: Drivers and mechanisms. J. Climate, 32, 4215–4234, doi: https://doi.org/10.1175/JCLI-D-18-0479.1.
Tian, F. X., B. W. Dong, J. Robson, et al., 2018: Forced decadal changes in the East Asian summer monsoon: The roles of greenhouse gases and anthropogenic aerosols. Climate Dyn., 51, 3699–3715, doi: https://doi.org/10.1007/s00382-018-4105-7.
Trenberth, K. E., 1999: Conceptual framework for changes of extremes of the hydrological cycle with climate change. Climatic Change, 42, 327–339, doi: https://doi.org/10.1023/A:1005488920935.
Walters, D. N., M. J. Best, A. C. Bushell, et al., 2011: The Met Office Unified Model Global Atmosphere 3.0/3.1 and JULES Global Land 3.0/3.1 configurations. Geosci. Model Dev., 4, 919–941, doi: https://doi.org/10.5194/gmd-4-919-2011.
Wan, H., X. B. Zhang, F. Zwiers, et al., 2015: Attributing northern high-latitude precipitation change over the period 1966–2005 to human influence. Climate Dyn., 45, 1713–1726, doi: https://doi.org/10.1007/s00382-014-2423-y.
Wang, T., O. H. Otterå, Y. Q. Gao, et al., 2012: The response of the North Pacific Decadal Variability to strong tropical volcanic eruptions. Climate Dyn., 39, 2917–2936, doi: https://doi.org/10.1007/s00382-012-1373-5.
Wang, T., H. J. Wang, O. H. Otterå, et al., 2013: Anthropogenic agent implicated as a prime driver of shift in precipitation in eastern China in the late 1970s. Atmos. Chem. Phys., 13, 12433–12450, doi: https://doi.org/10.5194/acp-13-12433-2013.
Wang, Y., Q. Wan, W. Meng, et al., 2011: Long-term impacts of aerosols on precipitation and lightning over the Pearl River Delta megacity area in China. Atmos. Chem. Phys., 11, 12421–12436, doi: https://doi.org/10.5194/acp-11-12421-2011.
Wang, Y., P.-L. Ma, J. H. Jiang, et al., 2016: Toward reconciling the influence of atmospheric aerosols and greenhouse gases on light precipitation changes in Eastern China. J. Geophys. Res. Atmos., 121, 5878–5887, doi: https://doi.org/10.1002/2016JD024845.
Wu, R. G., and L. T. Chen, 1998: Decadal variation of summer rainfall in the Yangtze-Huaihe River valley and its relationship to atmospheric circulation anomalies over East Asia and western North Pacific. Adv. Atmos. Sci., 15, 510–522, doi: https://doi.org/10.1007/s00376-998-0028-2.
Wu, R. G., Z. P. Wen, S. Yang, et al., 2010: An interdecadal change in southern China summer rainfall around 1992/93. J. Climate, 23, 2389–2403, doi: https://doi.org/10.1175/2009JCLI3336.1.
Xie, X. N., H. L. Wang, X. D. Liu, et al., 2016: Distinct effects of anthropogenic aerosols on the East Asian summer monsoon between multidecadal strong and weak monsoon stages. J. Geophys. Res. Atmos., 121, 7026–7040, doi: https://doi.org/10.1002/2015JD024228.
Xu, Z. Q., K. Fan, and H. J. Wang, 2015: Decadal variation of summer precipitation over China and associated atmospheric circulation after the late 1990s. J. Climate, 28, 4086–4106, doi: https://doi.org/10.1175/JCLI-D-14-00464.1.
Yang, X., and Z. Q. Li, 2014: Increases in thunderstorm activity and relationships with air pollution in southeast China. J. Geophys. Res. Atmos., 119, 1835–1844, doi: https://doi.org/10.1002/2013JD021224.
Yao, C., S. Yang, W. H. Qian, et al., 2008: Regional summer precipitation events in Asia and their changes in the past decades. J. Geophys. Res. Atmos., 113, D17107, doi: https://doi.org/10.1029/2007JD009603.
Yu, R. C., and T. J. Zhou, 2007: Seasonality and three-dimensional structure of interdecadal change in the East Asian monsoon. J. Climate, 20, 5344–5355, doi: https://doi.org/10.1175/2007JCLI1559.1.
Yu, R. C., B. Wang, and T. J. Zhou, 2004: Tropospheric cooling and summer monsoon weakening trend over East Asia. Geophys. Res. Lett., 31, L22212, doi: https://doi.org/10.1029/2004GL021270.
Zhai, P. M., X. B. Zhang, H. Wan, et al., 2005: Trends in total precipitation and frequency of daily precipitation extremes over China. J. Climate, 18, 1096–1108, doi: https://doi.org/10.1175/JCLI-3318.1.
Zhang, L. X., P. L. Wu, and T. J. Zhou, 2017: Aerosol forcing of extreme summer drought over North China. Environ. Res. Lett., 12, 034020, doi: https://doi.org/10.1088/1748-9326/aa5fb3.
Zhao, P., S. Yang, and R. C. Yu, 2010: Long-term changes in rainfall over eastern China and large-scale atmospheric circulation associated with recent global warming. J. Climate, 23, 1544–1562, doi: https://doi.org/10.1175/2009JCLI2660.1.
Zhou, B. T., Q. H. Wen, Y. Xu, et al., 2014: Projected changes in temperature and precipitation extremes in China by the CMIP5 multimodel ensembles. J. Climate, 27, 6591–6611, doi: https://doi.org/10.1175/JCLI-D-13-00761.1.
Zhou, T. J., D. Y. Gong, J. Li, et al., 2009: Detecting and understanding the multi-decadal variability of the East Asian Summer Monsoon—Recent progress and state of affairs. Meteor. Z., 18, 455–467, doi: https://doi.org/10.1127/0941-2948/2009/0396.
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Supported by the National Natural Science Foundation of China (41905091), Support Plan of the National Science and Technology (2015BAC03B04), and Fund Project of the National Meteorological Center Forecaster (Y201904). Buwen DONG is supported by the UK National Centre for Atmospheric Science-Climate (NCAS-Climate) at the University of Reading.
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Zhang, B., Dong, B. & Jin, R. Forced Decadal Changes in Summer Precipitation Characteristics over China: The Roles of Greenhouse Gases and Anthropogenic Aerosols. J Meteorol Res 34, 1226–1241 (2020). https://doi.org/10.1007/s13351-020-0060-4
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DOI: https://doi.org/10.1007/s13351-020-0060-4