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A Review of Seasonal Climate Prediction Research in China

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doi: 10.1007/s00376-014-0016-7

  • The ultimate goal of climate research is to produce climate predictions on various time scales. In China, efforts to predict the climate started in the 1930s. Experimental operational climate forecasts have been performed since the late 1950s, based on historical analog circulation patterns. However, due to the inherent complexity of climate variability, the forecasts produced at that time were fairly inaccurate. Only from the late 1980s has seasonal climate prediction experienced substantial progress, when the Tropical Ocean and Global Atmosphere project of the World Climate Research program (WCRP) was launched. This paper, following a brief description of the history of seasonal climate prediction research, provides an overview of these studies in China. Processes and factors associated with the climate variability and predictability are discussed based on the literature published by Chinese scientists. These studies in China mirror aspects of the climate research effort made in other parts of the world over the past several decades, and are particularly associated with monsoon research in East Asia. As the climate warms, climate extremes, their frequency, and intensity are projected to change, with a large possibility that they will increase. Thus, seasonal climate prediction is even more important for China in order to effectively mitigate disasters produced by climate extremes, such as frequent floods, droughts, and the heavy frozen rain events of South China.
    摘要: The ultimate goal of climate research is to produce climate predictions on various time scales. In China, efforts to predict the climate started in the 1930s. Experimental operational climate forecasts have been performed since the late 1950s, based on historical analog circulation patterns. However, due to the inherent complexity of climate variability, the forecasts produced at that time were fairly inaccurate. Only from the late 1980s has seasonal climate prediction experienced substantial progress, when the Tropical Ocean and Global Atmosphere project of the World Climate Research program (WCRP) was launched. This paper, following a brief description of the history of seasonal climate prediction research, provides an overview of these studies in China. Processes and factors associated with the climate variability and predictability are discussed based on the literature published by Chinese scientists. These studies in China mirror aspects of the climate research effort made in other parts of the world over the past several decades, and are particularly associated with monsoon research in East Asia. As the climate warms, climate extremes, their frequency, and intensity are projected to change, with a large possibility that they will increase. Thus, seasonal climate prediction is even more important for China in order to effectively mitigate disasters produced by climate extremes, such as frequent floods, droughts, and the heavy frozen rain events of South China.
  • 1 Bai R. H.,2001: Relations between the anomaly of sea surface temperature in the Atlantic and the precipitation in summer over northeast China. Marine Science Bulletin, 20, 23-29. (in Chinese)
    2 Chan, J. C. L.,1995: Tropical cyclone activity in the western North Pacific in relation to the stratospheric quasi-biennial oscillation. Mon. Wea. Rev., 123, 2567-2571.
    3 Chan J. C. L.,J. E. Shi,C. M. Lam, 1998: Seasonal forecasting of tropical cyclone activity over western North Pacific and the South China Sea. Wea. Forecasting, 13, 997-1003.
    4 Chan J. C. L.,J. E. Shi,K. S. Liu, 2001: Improvements in the seasonal forecasting of tropical cyclone activity over the western North Pacific. Wea. Forecasting, 16, 491-498.
    5 Chen H.,2003: IAP dynamical extraseasonal-interannual climate prediction system and its real-time prediction. Ph.D. thesis, Institute of Atmospheric Physics, Graduate University of Chinese Academy of Sciences. (in Chinese)
    6 Chen H.,Z. H. Lin, 2006: A correction method suitable for dynamical seasonal prediction. Adv. Atmos. Sci., 23, 425-430, 10.1007/s00376-006-0425-3.
    7 Chen H. P.,J. Q. Sun,H. J. Wang, 2012: A statistical downscaling model for forecasting summer rainfall in China from DEMETER hindcast datasets. Wea. Forecasting, 27, 608-628.
    8 Chen J. M.,P. Zhao,X. Y. Guo,H. L. Liu, 2009: Modeling impacts of vegetation in western China on the summer climate of northwestern China. Adv. Atmos. Sci., 26, 803-812, doi: 10.1007/s00376-009-9018-2.
    9 Chen L. J.,2008: Seasonal predictability and downscaling methods based on CGCMs. Ph.D. thesis, Institute of Atmospheric Physics, Graduate University of Chinese Academy of Sciences. (in Chinese)
    10 Chen L. S.,1965: Flow patterns in westerlies in relation to the East Asia typhoon tracks. Acta Meteor. Sinica, 35, 476-485. (in Chinese)
    11 Chen L. T.,1988: The zonal anomaly between tropical Indian and Pacific Oceans and its impact on Asian summer monsoon. J. Atmos. Sci., 12, 142-148.
    12 Chen L. X.,M. Dong,Y. N. Shao, 1992: The characteristics of interannual variations on the East Asian monsoon. J. Meteor. Soc. Japan, 70, 397-421.
    13 Dai X. G.,J. F. Chou,G. X. Wu, 2002: The teleconnection relationship between Indian monsoon and East Asian summer circulation. Acta Meteor. Sinica, 60, 544-552. (in Chinese)
    14 Dai Y. J.,Q. C. Zeng, 1996: A land surface model (IAP94) for climate studies. Part I: Formulation and validation in off-line experiments. Adv. Atmos. Sci., 14, 433-460, doi: 10.1007/s00376-997-0063-4.
    15 Deng A. J.,S. Y. Tao,L. T. Chen, 1989: The temporal and spatial distributions of Indian Ocean SST and its relationships with China rainfall. Chinese J. Atmos. Sci., 13, 393-399. (in Chinese)
    16 Ding Q. H.,B. Wang, 2005: Circumglobal teleconnection in the Northern Hemispheric summer. J. Climate, 18, 3483-3505.
    17 Ding Y. G.,Z. H. Jiang,Y. F. Zhu, 1998: Experiment on short-term climate prediction models on SSTA over the Nino oceanic region. J. Trop. Meteor., 5, 1-8. (in Chinese)
    18 Ding Y. H.,E. R. Wright, 1983: The large scale circulation condition for the western Pacific typhoon genesis. Acta Oceanol. Sinica, 5, 561-574. (in Chinese)
    19 Ding Y. H.,H. J. Fan,Q. F. Xue,G. X. Chen, 1977: Preliminary study on the multityphoon development in the tropical convergence zone. Chinese J. Atmos. Sci., 2, 89-98. (in Chinese)
    20 Ding Y. H.,Y. M. Liu,Y. J. Song,Q. Q. Li, 2002: Research and experiments of the dynamical model system for Short-Term climate prediction. Climatic and Environmental Research, 7, 236-246. (in Chinese)
    21 Ding, Y. H.,Coauthors, 2004: Advance in seasonal dynamical prediction operation in China. Acta Meteor. Sinica, 62, 598-612. (in Chinese)
    22 Ding Y. H.,Y. M. Liu,X. L. Shi,Q. Q. Li,Q. P. Li,Y. Liu, 2006: Multi-Year simulations and experimental seasonal predictions for rainy seasons in China by using a nested Regional Climate Model (RegCM_NCC) Part II: The experimental seasonal prediction. Adv. Atmos. Sci., 23, 487-503, doi:10. doi:10.07/s00376-006-0323-8
    23 Dong K. Q.,W. P. Zhang, 1979: On the relations between the formation of typhoon in ITCZ and the JET in the middle-lower troposphere. Acta Meteor. Sinica, 37, 44-52. (in Chinese)
    24 Dong K. Q.,S. Zhong, 1989: The correlation between SST for equatorial eastern Pacific and frequency of occurrence for tropical storms in the South China Sea. J. Trop. Meteor., 5, 345-350. (in Chinese)
    25 Dong M.,2001: The Basic Principle and Use Method of AGCM/NCC. China Meteorological Press, Beijing, 152 pp. (in Chinese)
    26 Enomoto T.,B. J. Hoskins,Y. Matsuda, 2003: The formation mechanism of the Bonin high in August. Quart. J. Roy. Meteor. Soc., 129, 157-178.
    27 Fan K.,2006: Atmospheric circulation in Southern Hemisphere and summer rainfall over Yangtze River valleys. Chinese J. Geophys., 49, 599-606. (in Chinese)
    28 Fan K.,2007: North Pacific sea ice cover, a predictor for the western North Pacific typhoon frequency? Sci. China: Earth Sci., 50, 1251-1257.
    29 Fan K.,2012: A statistical prediction model for spring rainfall over northern China based on the interannual increment approach. J. Trop. Meteor., 18, 543-550.
    30 Fan K.,H. J. Wang, 2004: Antarctic oscillation and the dust weather frequency in North China. Geophys. Res. Lett., 31, L10201, doi:
    10.1029/2002GL019465.
    31 Fan K.,H. J. Wang, 2009: A new approach to forecasting typhoon frequency over the western North Pacific. Wea. Forecasting, 24, 974-986, doi:10.1175/2009WAF2222194.1.
    32 Fan K.,H. J. Wang,Y.-J. Choi, 2008: A physically-based statistical forecast model for the middle-lower reaches of the Yangtze River valleys summer rainfall. Chinese Sci. Bull., 53, 602-609
    33 Fan K.,M. J. Lin,Y. Z. Gao, 2009: Forecasting the summer rainfall in North China using the year-to-year increment approach. Sci. China: Earth Sci., 52, 532-539.
    34 Fan K.,Y. Liu,H. P. Chen, 2012: Improving the prediction of the East Asian summer monsoon: New approaches. Wea. Forecasting, 27, 1017-1030.
    35 Feddersen H.,A. Navarra,M. N. Ward, 1999: Reduction of model systematic error by statistical correction for dynamical seasonal predictions. J. Climate, 12, 1974-1989.
    36 Fu C. B.,Z. M. Zeng, 2005: Correlations between North Atlantic Oscillation index in winter and eastern China flood/drought index in summer in the last 530 years. Chinese Sci. Bull., 50, 2505-2516.
    37 Fu W. W.,G. Q. Zhou, 2007: Improved ENSO simulation in regional coupled GCM using regressive correction method. Sci. China: Earth Sci., 50, 1258-1265.
    38 Gao H.,F. Xue,H. J. Wang, 2003: Influence of interannual variability of Antarctic Oscillation on Meiyu along the Yangtze and Huaihe River Valley and its importance to prediction. Chinese Sci. Bull., 48, 61-67.
    39 Gao L.,H. L. Ren,J. P. Li,J. F. Chou, 2006: Analogue correction method of errors and its application to numerical weather prediction. Chinese Phys., 15, 882-889.
    40 Gong D. Y.,C. H. Ho, 2003: Arctic oscillation signals in the East Asian summer monsoon. J. Geophys. Res., 108, 4066, doi:10.1029/2002JD002193.
    41 Guo W. D.,H. J. Wang, 2003: A case study of the improvement of soil moisture initialization in IAP-PSSCA. Adv. Atmos. Sci., 20, 845-848, doi:10.1007/BF02915411.
    42 Han J. P.,R. H. Zhang, 2009: The dipole mode of the summer rainfall over East China during 1958-2001. Adv. Atmos. Sci., 26, 727-735, doi: 10.1007/s00376-009-9014-6.
    43 He S. P.,2013: Reduction of the East Asian winter monsoon interannual variability after the mid-1980s and possible cause. Chinese Sci. Bull., 58( 12), 1331-1338.
    44 He S. P.,H. J. Wang, 2013a: Oscillating relationship between the East Asian Winter Monsoon and ENSO. J. Climate, 26( 24), 9819-9838.
    45 He S. P.,H. J. Wang, 2013b: Impact of the November/ December Arctic Oscillation on the following January temperature in East Asia. J. Geophys. Res., 118, 12981-12998.
    46 He S. P.,H. J. Wang,J. P. Liu, 2013: Changes in the relationship between ENSO and Asia-Pacific Midlatitude Winter Atmospheric Circulation. J. Climate, 26, 3377-3393, doi: http://dx.doi.org/10.1175/JCLI-D-12-00355.1
    47 Huang G.,Z. W. Yan, 1999: The East Asian summer monsoon circulation anomaly index and its interannual variations. Chinese Sci. Bull., 44, 1325-1329.
    48 Huang R. H.,W. J. Li, 1987: Influence of the heat source anomaly over the tropical western Pacific on the subtropical high over East Asia, April 10-15, 1987. Proc. International Conference on the General Circulation of East Asia, Chengdu, China, 40-51.
    49 Huang R. H.,L. Lu, 1989: Numerical simulation of the relationship between the anomaly of subtropical high over East Asia and the convective activities in the western tropical Pacific. Adv. Atmos. Sci., 6, 202-214, doi:10.1007/BF 02658016.
    50 Huang R. H.,Y. F. Wu, 1989: The influence of ENSO on the summer climate change in China and its mechanism. Adv. Atmos. Sci., 6, 21-32, doi:10.1007/BF02656915.
    51 Huang R. H.,F. Y. Sun, 1992: Impacts of the tropical western Pacific on the East Asian summer monsoon. J. Meteor. Soc. Japan, 70, 243-256.
    52 Jin Z. H.,R. G. Shen, 1987: A comparison of the SST distribution between the floods and drought years in the middle and lower basin of the Yangtze River and the associated circulation systems. Assembly of Meteor. Sci. and Tec., China Meteorology Press, 83-88.
    53 Ju J. H.,J. M. Lu,J. Cao,J. Z. Ren, 2005: Possible impact of the Arctic Oscillation on the interdecadal variation of summer monsoon rainfall in East Asia. Adv. Atmos. Sci., 22, 39-48, doi:10.1007/BF02930868.
    54 Kang D. J.,H. J. Wang, 2005: Analysis on the decadal scale variation of the dust storm in North China. Sci. China (D), 48, 2260-2266.
    55 Kang H.,C. K. Park,S. N. Hameed,K. Ashok, 2009: Statistical downscaling of precipitation in Korea using multimodel output variables as predictors. Mon. Wea. Rev., 137, 1928-1938.
    56 Kang H. W.,K. H. An,C. K. Park,A. L. S. Solis,K. Stitthichivapak, 2007: Multimodel output statistical downscaling prediction of precipitation in the Philippines and Thailand. Geophys. Res. Lett., 34, L15710, doi:10.1029/2007GL 030730.
    57 Ke Z.,P. Zhang,W. Dong,L. Li, 2009: A new way to improve seasonal prediction by diagnosing and correcting the Inter model systematic errors. Mon. Wea. Rev., 137, 1898-1907.
    58 Keenlyside N.,R. Kleeman, 2002: Annual cycle of equatorial zonal currents in the Pacific. J. Geophys. Res., 107, 8-1-8-13.
    59 Lsea, C. W.,J. A. Knaff, 2000: How much skill was there in forecasting the very strong 1997-98 El Niño? Bull. Amer. Meteor. Soc., 81, 2107-2119.
    60 Lang X. M.,2003: IAP dynamical theory and methodology of short-term climatic prediction and study on ensemble prediction experiment. Ph. D. dissertation, Institute of Atmospheric Physics, Graduate University of Chinese Academy of Sciences. (in Chinese)
    61 Lang X. M.,2008: Prediction model for spring dust weather frequency in North China. Sci. China (D), 51, 709-720.
    62 Lang X. M.,H. J. Wang, 2008: Can the climate background of western North Pacific typhoon activity be predicted by climate model? Chinese Sci. Bull., 53, 2392-2399. (in Chinese)
    63 Lang X. M.,H. J. Wang,D. B. Jiang, 2004a: Extraseasonal short-term predictions of summer climate with IAP9L-AGCM. Chinese J. Geophys., 47, 22-28. (in Chinese)
    64 Lang X. M.,H. J. Wang,G. Q. Zhou,D. B. Jiang, 2004b: Prediction of summer climate over China in 2002 with IAP9L-AGCM and its performance verification. Journal of Nanjing Institute of Meteorology, 27, 101-107. (in Chinese)
    65 Lau K. M.,1992: East Asian summer monsoon rainfall variability and climate teleconnection. J. Meteor. Soc. Japan, 70, 211-242.
    66 Lau K. M.,H. Y. Weng, 2001: Coherent modes of global SST and summer rainfall over China: An assessment of the regional impacts of the 1997-98 El Niño. J. Climate, 14, 1294-1308.
    67 Li C. Y.,1985: El Nino and the western Pacific typhoon activity. Chinese Sci. Bull., 30, 1087-1089. (in Chinese)
    68 Li C. Y.,1990: On Interaction Between Anomalous Circulation Climate in East Asia and El Niño Climate Change Dynamics and Modeling. China Meteorological Press, 101-126. (in Chinese)
    69 Li C. Y.,M. Q. Mu, 2001: The dipole in the equatorial Indian Ocean and its impacts on climate. Chinese J. Atmos. Sci., 25, 433-443. (in Chinese)
    70 Li F.,2008: Methodology of seasonal prediction and its application in the prediction of summer rainfall over East Asian monsoon region. Ph. D. dissertation, Institute of Atmospheric Physics, Chinese Academy of Science, 96 pp. (in Chinese)
    71 Li F.,H. J. Wang, 2012: Autumn sea ice cover, winter Northern Hemisphere annular mode, and winter precipitation in Eurasia. J. Climate, 26, 3968-3981.
    72 Li F.,Z. D. Lin,R. T. Zuo,Q. C. Zeng, 2005: The methods for correcting the summer precipitation anomaly predicted extra-seasonal over East Asian monsoon region based on EOF and SVD. Climatic and Environmental Research, 10, 658-668. (in Chinese)
    73 Li F.,Q. C. Zeng,C. F. Li, 2009: A bayesian scheme for probabilistic multi-model ensemble prediction of summer rainfall over the Yangtze River Valley. Atmos. Ocean. Sci. Lett., 2, 314-319.
    74 Li J.,R. C. Yu,T. J. Zhou, 2008: Teleconnection between NAO and climate downstream of the Tibetan Plateau. J. Climate, 21, 4680-4690.
    75 Li S. L.,2004: Impact of northwest Atlantic SST anomalies on the circulation over the Ural Mountains during early winter. J. Meteor. Soc. Japan, 82, 971-988.
    76 Li, W. J.,Coauthors, 2005: Research and operational application of dynamical climate model prediction system. J. Appl. Meteor. Sci., 16, 1-11. (in Chinese)
    77 Li X. Z.,1956: A comprehensive theory for the typhoon genesis. Acta Meteor. Sinica, 27, 87-89. (in Chinese)
    78 Li Y. H.,1992: A preliminary analysis on the relationship between Southern Oscillation and dryness/wetness in the eastern China during the last 400 years. Mar. Sci., 4, 37-40. (in Chinese)
    79 Lian Y.,2007: Correlation between North Pacific Oscillation and East Asian Summer Monsoon. Sci. Geogr. Sinica, 27( Sl), 19-26. (in Chinese)
    80 Liang X. Z.,1996: Description of a nine-level grid point atmospheric general circulation model. Adv. Atmos. Sci., 13, 269-298, doi:10.1007/BF02656847.
    81 Lin Z. H.,Q. C. Zeng, 1997: Simulation of East Asian summer monsoon by using an improved AGCM. Adv. Atmos. Sci., 14, 513-526, doi: 10.1007/s00376-997-0069-y.
    82 Lin Z. H.,Q. C. Zeng,B. Ouyang, 1996: Sensitivity of the IAP two-level AGCM to surface albedo Variations. Theor. Appl. Climatol., 55, 157-162.
    83 Lin, Z. H.,Coauthors, 1998: An improved short-term climate prediction system and its application to the extra-seasonal prediction of rainfall anomaly in China for 1998. Climatic and Environmental Research, 3, 339-348. (in Chinese)
    84 Lin Z. H.,X. Li,Y. Zhao, 1999: The impact of the land surface processes on the predictive skill of IAP prediction system for short-term climate anomalies. Study of energy and water cycle over Huaihe River Basin (I), B. L. Zhao and Y. H. Ding, Eds., China Meteorological Press, 187-200. (in Chinese)
    85 Lin Z. H.,X. S. Yang,Y. F. Guo, 2001: Sensitivity of land surface model to the initial condition of soil moisture. Climatic and Environmental Research, 6, 240-248. (in Chinese)
    86 Liu J. P.,J. A. Curry,H. J. Wang,M. R. Song,R. M. Horton, 2012: Impact of declining Arctic sea ice on winter snowfall. Proc. Natl. Acad. Sci. USA, 109, 4074-4079.
    87 Liu N.,S. L. Li, 2014: Predicting summer rainfall over the Yangtze-Huai region based on timescale decomposition statistical downscaling. Wea. Forecasting, 29,162-176.
    88 Liu S. F.,2007: The development of IAP coupled atmosphere-land-vegetation model and the quantification of land-atmosphere coupling strength. Institute of Atmospheric Physics, Graduate University of Chinese Academy of Sciences. (in Chinese)
    89 Liu Y.,K. Fan, 2012a: Prediction of spring precipitation in China using a downscaling approach. Meteor. Atmos. Phys., 118, 79-93.
    90 Liu Y.,K. Fan, 2012b: Improve the prediction of summer precipitation in the southeastern China by a hybrid statistical downscaling model. Meteor. Atmos. Phys., 117, 121-134.
    91 Liu Y.,K. Fan, 2013: A new statistical downscaling model for autumn precipitation in China. Int. J. Climatol., 33, 1321-1336.
    92 Liu Y.,K. Fan, 2014: An application of hybrid downscaling model to forecast summer precipitation at stations in China. Atmos. Res., 143, 17-30, doi:10.1016/j.atmosres.2014.01. 024.
    93 Liu Y. M.,W. J. Li,P. Q. Zhang, 2005a: A global 4-dimensional ocean data assimilation system and the studies on its results in the tropic Pacific. Acta Oceanol. Sinica, 27, 27-35. (in Chinese)
    94 Liu Y. M.,R. H. Zhang,Y. H. Yin,T. Niu, 2005b: The application of ARGO data to the Global Ocean Data Assimilation Operational System of NCC. Acta Meteor. Sinica, 19, 354-365. (in Chinese)
    95 Liu Y. Y.,Y. H. Ding, 2008: Teleconnection between the Indian summer monsoon onset and the Meiyu over the Yangtze River valleys. Sci. China (D), 51, 1021-1035.
    96 Lu R. Y.,J. H. Oh,B. J. Kim, 2002: A teleconnection pattern in upper-level meridional wind over the North African and Eurasian continent in summer. Tellus A, 54, 44-55.
    97 Lu R. Y.,B. W. Dong,H. Ding, 2006: Impact of the Atlantic Multidecadal Oscillation on the Asian summer monsoon. Geophys. Res. Lett., 33, L24701, doi:10.1029/2006GL 027655.
    98 Luo S. H.,Z. H. Jin,L. T. Chen, 1985: The analysis of correlation between sea surface temperature in the Indian South-China Sea and precipitation in the middle and lower reaches of the Changjiang River. Chinese J. Atmos. Sci., 9, 314-320. (in Chinese)
    99 Ma J. H.,H. J. Wang, 2014: Design and testing of a global climate prediction system based on a coupled climate model. Sci. China: Earth Sci., doi: 10.1007/s11430-014-4875-7.
    100 Ma J. H.,H. J. Wang,Y. Zhang, 2012: Will boreal winter precipitation over China increase in the future? The AGCM simulation under summer "ice-free Arctic" conditions. Chinese Sci. Bull., 57, 921-926.
    101 Ma J. H.,H. J. Wang,K. Fan, 2014: Dynamic downscaling test of summer precipitation prediction over China in 1998 using WRF and CCSM4. Adv. Atmos. Sci., doi: 10.1007/ s00376-014-4143-y. (in press)
    102 Nan S. L.,J. P. Li, 2003: The relationship between the summer precipitation in the Yangtze River valleys and the boreal spring Southern Hemisphere Annular Mode. Geophys. Res. Lett., 30, 2266, doi:10.1029/2003GL018381.
    103 Nitta T.,1987: Convective activities in the tropical western Pacific and their impacts on the Northern Hemisphere summer circulation. J. Meteor. Soc. Japan, 64, 373-390.
    104 Pan Y. H.,1982: The effect of the thermal state of equatorial eastern Pacific on the frequency of typhoons over western Pacific. Acta Meteor. Sinica, 40, 24-34. (in Chinese)
    105 Ren H. L.,2006: Strategy and methodology of dynamical analogue prediction. Department of Atmospheric Sciences, Lanzhou University. (in Chinese)
    106 Ren H. L.,2008: Predictor-based error correction method in short-term climate prediction. Prog. Nat. Sci., 18, 129-135.
    107 Ren H. L.,J. F. Chou, 2006: Introducing the updating of multi reference states into dynamical analogue prediction. Acta Meteor. Sinica, 64, 315-324.
    108 Ren H. L.,J. F. Chou, 2007: Strategy and methodology of dynamical analogue prediction. Sci. China (D), 50, 1589-1599.
    109 Shen S.,K. M. Lau, 1995: Biennial oscillation associated with the East Asian summer monsoon and tropical sea surface temperatures. J. Meteor. Soc. Japan, 73, 105-124.
    110 Shi L.,Y. H. Yin,Y. Q. Ni, 2001: Experimental ENSO predictions with a simply global tropical air-sea couple model. Chinese J. Atmos. Sci., 25, 628-640. (in Chinese)
    111 Shi N.,Q. G. Zhu, 1993: Studies on the northern early summer teleconnection patterns, their interannual variations and relation to drought/flood in China. Adv. Atmos. Sci., 10, 155-168.
    112 Sun J. Q.,J. B. Ahn, 2011: A GCM-based forecasting model for the landfall of tropical cyclones in China. Adv. Atmos. Sci., 28, 1049-1055, doi: 10.1007/s00376-011-0122-8.
    113 Sun J. Q.,H. P. Chen, 2011: Predictability of western North Pacific typhoon activity and its factors using DEMETER coupled models. Chinese Sci. Bull., 56, 3474-3479.
    114 Sun J. Q.,H. P. Chen, 2012: A statistical downscaling scheme to improve global precipitation forecasting. Meteor. Atmos. Phys., 117, 87-102, doi: 10.1007/s00703-012-0195-7.
    115 Sun J. Q.,H. J. Wang, 2012: Changes of the connection between the summer North Atlantic Oscillation and the East Asian summer rainfall. J. Geophys. Res., 117, D08110, doi:10.1029/2012JD017482.
    116 Sun J. Q.,H. J. Wang,W. Yuan, 2008a: Decadal variations of the relationship between the summer North Atlantic Oscillation and middle East Asian air temperature. J. Geophys. Res., 113, D15107, doi:10.1029/2007JD009626.
    117 Sun J. Q.,W. Yuan,Y. Z. Gao, 2008b: Arabian Peninsula-North Pacific Oscillation and its association with the Asian summer monsoon. Sci. China (D), 51, 1001-1012.
    118 Sun J. Q.,H. J. Wang,W. Yuan, 2009: A possible mechanism for the co-variability of the boreal spring Antarctic Oscillation and the Yangtze River valleys summer rainfall. Int. J. Climatol., 29, 1276-1284, doi:10.1002/joc.1773.
    119 Sung M. K.,W. Kwon,H. Back,K. Boo,G. Lim,J. Kug, 2006: A possible impact of the North Atlantic Oscillation on the East Asian summer monsoon precipitation. Geophys. Res. Lett., 33, L21713, doi:10.1029/2006GL027253.
    120 Tao S. Y.,L. X. Chen, 1987: A review of recent research on the East Asian summer monsoon in China. Monsoon Meteorology, C. P. Chang and T. N. Krishnamuti, Eds., Oxford University Press, 60-92.
    121 Tao S. Y.,S. Y. Xu,Q. Y. Guo, 1962: The characteristics of the zonal and meridional circulation over tropical and subtropical regions in eastern Asia in summer. Acta Meteor. Sinica, 32, 91-103. (in Chinese)
    122 Tao S. Y.,F. Zhu,W. Zhao, 1988: On the year-to-year variation of Meiyu. Chinese J. Atmos. Sci., 12, 13-21. (in Chinese)
    123 Tu C. W.,1937: Relationship between the atmospheric circulation and world precipitation. Acta Geogr. Sinica, 4, 833-844.
    124 Tu C. W.,S. S. Huang, 1944: The seasonal migration and retreat of monsoon in China. Acta Meteor. Sinica, 18, 81-92.
    125 von Storch, H., 1999: The global and regional climate system. Anthropogenic Climate Change, H. von Storch and G. Flosser, Eds., Springer Verlag, 3-36.
    126 von Storch H., E. Z. H., and U. Cubasch,1993: Downscaling of climate change estimates to regional scales: An application to winter rainfall in the Iberian Peninsula. J. Climate, 6, 1161-1171.
    127 Wang B.,R. Wu,X. Fu, 2000a: Pacific-East Asia teleconnection: How does ENSO affect East Asian climate? J. Climate, 13, 1517-1536.
    128 Wang H. J.,1997: On the uncertainty of the short-term climate prediction. Climatic and Environmental Research, 2, 333-338. (in Chinese)
    129 Wang H. J.,2002: The instability of the East Asian summer monsoon ENSO relations. Adv. Atmos. Sci., 19, 1-11, doi: 10.1007/s00376-002-0029-5.
    130 Wang H. J.,2005: The Circum-Pacific teleconnection pattern in meridional wind in the high troposphere. Adv. Atmos. Sci., 22, 463-466, doi:10.1007/BF02918759.
    131 Wang H. J.,Q. C. Zeng, 1992a: The seasonal simulation of the climate of 9000 years BP by using the IAP AGCM. Adv. Atmos. Sci., 9, 451-457, doi:10.1007/BF02677077.
    132 Wang H. J.,Q. C. Zeng, 1992b: Modeling of the ice age climate. Acta Geogr. Sinica, 50, 279-289. (in Chinese)
    133 Wang H. J.,K. Fan, 2005: Central-north China precipitation as reconstructed from the Qing dynasty: Signal of the Antarctic Atmospheric Oscillation. Geophys. Res. Lett., 32, L24705, doi:10.1029/2005GL024562.
    134 Wang H. J.,K. Fan, 2006: Southern Hemisphere mean zonal wind in upper troposphere and East Asian summer monsoon circulation. Chinese Sci. Bull., 51, 1508-1514.
    135 Wang H. J.,K. Fan, 2007: Relationship between the Antarctic Oscillation in the western North Pacific typhoon frequency. Chinese Sci. Bull., 52, 561-565.
    136 Wang H. J.,K. Fan, 2009: A new scheme for improving the seasonal prediction of summer precipitation anomalies. Wea. Forecasting, 24, 548-554.
    137 Wang H. J.,H. P. Chen, 2012: Climate control for Southeastern China moisture and precipitation: Indian or East Asian Monsoon? J. Geophys. Res., 117, D12109, doi:10.1029/2012 JD017734.
    138 Wang H. J.,S. P. He, 2012: Weakening relationship between East Asian Winter Monsoon and ENSO after mid-1970s. Chinese Sci. Bull., 57, 3535-3540. doi: 10.1007/s11434-012-5285-x.
    139 Wang H. J.,Q. C. Zeng,X. H. Zhang, 1993: The numerical simulation of the climatic change caused by CO2 doubling. Sci. China (B), 36, 451-462. (in Chinese)
    140 Wang H. J.,F. Xue,X. Q. Bi, 1997: The interannual variability and predictability of a global climate model. Adv. Atmos. Sci., 14, 554-562
    141 Wang H. J.,G. Q. Zhou,Y. Zhao, 2000b: An effective method for correcting the seasonal-interannual prediction of summer climate anomaly. Adv. Atmos. Sci., 17, 234-240, doi: 10.1007/s00376-000-0006-9.
    142 Wang H. J.,X. M. Lang,G. Q. Zhou,D. J. Kang, 2003: A preliminary report of the model prediction on the forthcoming winter and spring dust climate over China. Chinese J. Atmos. Sci., 27, 136-140. (in Chinese)
    143 Wang H. J.,X. M. Lang,K. Fan,J. Q. Sun,G. Q. Zhou, 2006: Real-time climate prediction experiment for the typhoon frequency in the western North Pacific for 2006. Climate Environ. Res., 11, 133-137. (in Chinese)
    144 Wang H. J.,J. Q. Sun,K. Fan, 2007a: Relationships between the North Pacific oscillation and the typhoon/hurricane frequencies. Sci. China (D), 50, 1409-1416.
    145 Wang H. J.,L. J. Chen,W. J. Li,P. Q. Zhang,L. L. Liu, 2007b: Predictability of DERF on monthly mean temperature and precipitation over China. Acta Meteor. Sinica, 65, 725-731. (in Chinese with English abstract)
    146 Wang, H. J.,Coauthors, 2012: Extreme climate in China: Facts, simulation and projection. Meteorologische Zeitschrift, 21, 279-304. doi: 10.1127/0941-2948/2012/0330.
    147 Wang H. J., S. P. He,J. P. Liu, 2013: Present and future relationship between the East Asian winter monsoon and ENSO: Results of CMIP5. J. Geophys. Res. Ocean, 118, 5222-5237, doi:10.1002/jgrc.20332.
    148 Wang J. Z.,P. W. Leftwich, 1984: A major low-level cross-equatorial current at 110°E during the Northern summer and its relation to typhoon activities. Sci. Atmos. Sinica, 8, 443-449. (in Chinese)
    149 Wang S. G.,G. R. Dong, 1996: A study on sand-dust storms over the desert region in North China. J. Nat. Disast., 5, 86-94. (in Chinese)
    150 Wang Y.,2001: Research on mechanism of 1998's catastrophic floods by numerical simulation. Institute of Atmospheric Physics, Graduate University of Chinese Academy of Sciences. (in Chinese)
    151 Wang Y. M.,S. L. Li,D. H. Luo, 2009: Seasonal response of Asian monsoonal climate to the Atlantic Multidecadal Oscillation. J. Geophys. Res., 114, D02112, doi:10.1029/2008JD010929.
    152 Ward M. N.,A. Navarra, 1997: Pattern analysis of SST-forced variability in ensemble GCM simulations: Examples over Europe and the tropical Pacific. J. Climate, 10, 2210-2220.
    153 Wu A. M.,Y. Q. Ni, 1999: A hybrid coupled ocean-atmosphere model and ENSO prediction study. Adv. Atmos. Sci., 16, 405-418, doi: 10.1007/s00376-999-0019-y.
    154 Wu B. Y.,K. Yang,R. H. Zhang, 2009a: Eurasian snow cover variability and its association with summer rainfall in China. Adv. Atmos. Sci., 26, 31-44, doi: 10.1007/s00376-009-0031-2.
    155 Wu B. Y.,R. H. Zhang,B. Wang, 2009b: On the association between spring arctic sea ice concentration and Chinese summer rainfall: A further study. Adv. Atmos. Sci., 26, 666-678, doi: 10.1007/s00376-009-9009-3.
    156 Wu G. X.,H. Z. Liu, 1995: Neighbourhood response of rainfall to tropical sea surface temperature anomalies. Part I: numerical experiment. Chinese J. Atmos. Sci., 19, 422-434. (in Chinese)
    157 Xie Y. B.,S. J. Chen,Y. L. Zhang,Y. L. Huang, 1963: A preliminarily statistic and synoptic study about the basic currents over southeastern Asia and the initiation of typhoons. Acta Meteor. Sinica, 33, 207-217. (in Chinese)
    158 Xu H. M.,J. H. He,M. Dong, 2001: Interannual variability of the Meiyu onset and its association with North Atlantic Oscillation and SSTA over North Atlatic. Acta Meteor. Sinica, 59, 694-706. (in Chinese)
    159 Xu J. M.,M. R. Gu, 1978: The relationship between the circulation features and the typhoon genesis over the western Pacific in summer. Chinese J. Atmos. Sci., 2, 174-178. (in Chinese)
    160 Xue F.,C. Z. Liu, 2007: The influence of moderate ENSO on summer rainfall in eastern China and its comparison with strong ENSO. Chinese Sci. Bull., 53, 791-800, doi: 10.1007/s11434-008-0002-5.
    161 Xue F.,H. J. Wang,J. H. He, 2003: Interannual variability of Mascarene high and Australian high and their influences on summer rainfall over East Asia. Chinese Sci. Bull., 48, 492-497.
    162 Xue F.,H. J. Wang,J. H. He, 2004: Interannual Variability of Mascarene High and Australian High and their Influences on East Asian Summer Monsoon. J. Meteor. Soc. Japan, 82, 1173-1186.
    163 Yang J. L.,Q. Y. Liu,S. P. Xie,Z. Y. Liu,L. X. Wu, 2007: Impact of the Indian Ocean SST basin mode on the Asian summer monsoon. Geophys. Res. Lett., 34, L02708, doi:10.1029/2006GL028571.
    164 Yang S.,K. M. Lau, 1998: Influence of sea surface temperature and Ground wetness on Asian Summer Monsoon. J. Climate, 11, 3230-3246.
    165 Yeh T.-C.,R. T. Wetherald,S. Manabe, 1983: A model study of the Short-Term climatic and hydrologic effects of sudden Snow-Cover removal. Mon. Wea. Rev., 111, 1013-1024.
    166 Yeh T.-C.,R. T. Wetherald,S. Manabe, 1984: The effect of soil moisture on the Short-Term climate and hydrology change——A numerical experiment. Mon. Wea. Rev., 112, 474-490.
    167 Ye T.-C.,J. F. Chou,J. Y. Liu,Z. X. Zhang,Y. M. Wang,Z. J. Zhou,H. B. Ju,Q. Huang, 2000: Causes of sand-stormy weather in northern China and control measures. Acta Geogr. Sinica, 55, 513-521. (in Chinese)
    168 Yu E. T.,H. J. Wang,J. Q. Sun, 2010: A quick report on a dynamical downscaling simulation over China using the nested model. Atmos. Oceanic Sci. Lett., 3, 325-329.
    169 Yu Y. Q.,X. H. Zhang, 2000: Flux Anomaly Coupling scheme of atmosphere-ocean. Research on DCMPS, China Meteorological Press, 201-207. (in Chinese)
    170 Yuan W.,J. Q. Sun, 2009: Enhancement of the Summer North Atlantic Oscillation influence on the Northern Hemispheric air temperature. Adv. Atmos. Sci., 26, 1209-1214, doi: 10.1007/s00376-009-8148-x.
    171 Zeng Q. C.,C. G. Yuan,X. H. Zhang,X. Z. Liang,N. Ban, 1987: A global grid-point general circulation model. Collection of papers presented at the WMO/IUGG NWP Symposium, Tokyo, 4-8 August 1987, 421-430.
    172 Zeng Q. C.,C. G. Yuan,W. Q. Wang,R. H. Zhang, 1990: Numerical extra-seasonal prediction experiment for climate anomalies. Scientia Atmospherica Sinica, 14, 10-25. (in Chinese)
    173 Zeng Q. C.,B. L. Zhang,C. G. Yuan,P. S. Lu,F. L. Yang,X. Li,H. J. Wang, 1994: A note on some methods suitable for verifying and correcting the prediction of climate anomaly. Adv. Atmos. Sci., 11, 121-127, doi:10.1007/BF02666540.
    174 Zeng, Q. C.,Coauthors, 1997: Seasonal and Extraseasonal predictions of summer monsoon precipitation by GCMs. Adv. Atmos. Sci., 14, 163-176, doi: 10.1007/s00376-997-0017-x
    175 Zeng X. B.,M. Shaikh,Y. Dai,R. E. Dickinson,R. Myneni, 2002: Coupling of the common land model to the NCAR community climate model. J. Climate, 15, 1832-1854.
    176 Zhan Y. L.,2008: Impact of Soil Moisture on the Seasonal Predictability over East Asia. Institute of Atmospheric Physics, Graduate University of Chinese Academy of Sciences. (in Chinese)
    177 Zhan Y. L.,Z. H. Lin, 2011: Impact of Initial Soil Moisture Anomalies on the seasonal prediction skill over China. Presentation at 28th Annual Meeting of Chinese Meteorological Society, Xiamen, Nov 2-4.
    178 Zhang F.,H. Chen,Z. H. Lin,Q. C. Zeng, 2004: Improvement of horizontal resolution of IAP AGCM-I and its influence on the simulations of global and East Asian climate. Climatic and Environmental Research, 9, 396-408. (in Chinese)
    179 Zhang J.,W. J. Zhu,Z. X. Li, 2007: Relationship between winter North Pacific Oscillations and summer precipitation anomalies in the Huaihe river basin. Journal of Nanjing Institute of Meteorology, 30, 546-550. (in Chinese)
    180 Zhang L.,G. Y. Ren, 2003: Change in dust storm frequency and the climatic controls in northern China. Acta Meteor. Sinica, 61, 744-750. (in Chinese)
    181 Zhang R. H.,A. Sumi,M. Kimoto, 1996: Impact of El Niño on the East Asian monsoon: A diagnostic study of the 86/87 and 91/92 events. J. Meteor. Soc. Japan, 74, 49-62.
    182 Zhang R. H.,S. E. Zebiak,R. Kleeman,N. Keenlyside, 2005: Retrospective El Niño forecast using an improved intermediate coupled model. Mon. Wea. Rev., 133, 2777-2802.
    183 Zhang R. H.,Y. H. Yin,Q. Q. Li,Y. M. Liu,T. Niu, 2006: Utilizing ARGO data to improve the prediction of ENSO and Short-term climate prediction of summer rainfall in China. J. Appl. Meteor. Sci., 17, 538-547. (in Chinese)
    184 Zhang S. L.,S. Y. Tao, 2001: Influence of snow cover over the Tibetan Plateau on Asian summer monsoon. Chinese J. Atmos. Sci., 25, 372-390. (in Chinese)
    185 Zhang X. H.,1990: Dynamical framework of IAP nine-level atmospheric general circulation model. Adv. Atmos. Sci., 7, 66-77, doi:10.1007/BF02919169.
    186 Zhao C. Z.,X. Dabu,Y. Li, 2004a: Relationship between climatic factors and dust storm frequency in inner Mongolia of China. Geophys. Res. Lett., 31, L01103, doi:10.1029/ 2003G1018351.
    187 Zhao P.,X. D. Zhang,X. J. Zhou,M. Ikeda,Y. H. Yin, 2004b: The sea ice extent anomaly in the North Pacific and its impact on the East Asian summer monsoon rainfall. J. Climate, 17, 3434-3447.
    188 Zhao P.,Y. N. Zhu,R. H. Zhang, 2007: An Asian-Pacific teleconnection in summer tropospheric temperature and associated Asian climate variability. Climate Dyn., 29, 293-303.
    189 Zhao Y.,X. Li,C. G. Yuan,Y. F. Guo, 1999: Quantitative assessment and improvement to correction technology on prediction system of short term climate anomaly. Climatic and Environmental Research, 4, 353-364. (in Chinese)
    190 Zhao Z. C.,Q. Q. Li,Z. Q. Zhang, 2000: A model for forecasting the interannual variation in ENSO events. Res. Seas. Fore., Project, Office, Expert, and Team, Eds., China Meteorological Press, 323-333. (in Chinese)
    191 Zheng F.,J. Zhu, 2010: Coupled assimilation for an intermediated coupled ENSO prediction model. Ocean Dyn., 60, 1061-1073.
    192 Zheng F.,J. Zhu,R. H. Zhang,G. Q. Zhou, 2006: Ensemble hindcasts of SST anomalies in the tropical Pacific using an intermediate coupled model. Geophys. Res. Lett., 33, L19604, doi:10.1029/2006GL026994.
    193 Zhou B. T.,X. Cui, 2008: Hadley circulation signal in the tropical cyclone frequency over the western North Pacific. J. Geophys. Res., 113, D16107, doi:10.1029/2007JD009156.
    194 Zhou B. T.,X. Cui,P. Zhao, 2008: Relationship between the Asian-Pacific oscillation and the tropical cyclone frequency in the western North Pacific. Sci. China (D), 51, 380-385.
    195 Zhou G. Q.,X. Li, 2000: A global oceanic data assimilation system based on an ocean general circulation model. Development of Operational Dynamical Models for Short-term Climate Predictions, China Meteorological Press, 393-400. (in Chinese)
    196 Zhou G. Q.,Q. C. Zeng, 2001: Predictions of ENSO with a coupled atmosphere-ocean general circulation model. Adv. Atmos. Sci., 18, 587-603, doi: 10.1007/s00376-001-0047-8.
    197 Zhou G. Q.,X. Li,Q. C. Zeng, 1998: A coupled Ocean-Atmosphere general circulation model for ENSO prediction and 1997/1998 ENSO forecast. Climatic and Environmental Research, 3, 349-357. (in Chinese)
    198 Zhou G. Q.,Q. C. Zeng,R. H. Zhang, 1999: An improved coupled ocean-atmosphere general circulation model and its numerical simulation. Prog. Natural Sci., 9, 374-381.
    199 Zhou Z. J.,G. C. Zhang, 2003: Typical severe dust storms in northern China during 1954-2002. Chinese Sci. Bull., 48, 2366-2370.
    200 Zhu C. W.,C. K. Park,W. S. Lee,W. T. Yun, 2008: Statistical downscaling for multi-model ensemble prediction of summer monsoon rainfall in the Asia-Pacific region using geopotential height field. Adv. Atmos. Sci., 25, 867-884, doi: 10.1007/s00376-008-0867-x.
    201 Zhu J. S.,G. Q. Zhou,R. H. Zhang,Z. B. Sun, 2009: An improved hybrid coupled model: ENSO simulations. Chinese J. Atmos. Sci., 33, 657-669. (in Chinese)
    202 Zhu J. S.,G. Q. Zhou,R. H. Zhang, 2013: An improved ENSO prediction in a hybrid coupled model with an embedded empirical entrainment temperature parameterization. Int. J. Climatol., 33, 343-355.
    203 Zhu K. Z.,1934: The southeastern monsoon and the precipitation in China. Acta Geogr. Sinica, 1, 1-27.
    204 Zhu Y. L.,2009: The Antarctic oscillation-East Asian summer monsoon connection in NCEP-1 and ERA-40, Adv. Atmos. Sci., 26, 707-716, doi: 10.1007/s00376-009-8196-2.
    205 Zhu Y. L.,H. J. Wang,W. Zhou,J. H. Ma, 2011: Recent changes in the summer precipitation pattern in East China and the background circulation. Climate Dyn., 36, 1463-1473, doi: 10.1007/s00382-010-0852-9.

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Manuscript received: 25 May 2014
Manuscript revised: 27 June 2014
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A Review of Seasonal Climate Prediction Research in China

    Corresponding author: WANG Huijun; 
  • 1. Nansen-Zhu International Research Center, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029;
  • 2. Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029;
  • 3. Climate Change Research Center, Chinese Academy of Sciences, Beijing 100029;
  • 4. National Climate Center, China Meteorological Administration, Beijing 100081
Fund Project:  This work was supported by the National Natural Science Foundation of China (Grant Nos. 41130103 and 41210007).

Abstract: The ultimate goal of climate research is to produce climate predictions on various time scales. In China, efforts to predict the climate started in the 1930s. Experimental operational climate forecasts have been performed since the late 1950s, based on historical analog circulation patterns. However, due to the inherent complexity of climate variability, the forecasts produced at that time were fairly inaccurate. Only from the late 1980s has seasonal climate prediction experienced substantial progress, when the Tropical Ocean and Global Atmosphere project of the World Climate Research program (WCRP) was launched. This paper, following a brief description of the history of seasonal climate prediction research, provides an overview of these studies in China. Processes and factors associated with the climate variability and predictability are discussed based on the literature published by Chinese scientists. These studies in China mirror aspects of the climate research effort made in other parts of the world over the past several decades, and are particularly associated with monsoon research in East Asia. As the climate warms, climate extremes, their frequency, and intensity are projected to change, with a large possibility that they will increase. Thus, seasonal climate prediction is even more important for China in order to effectively mitigate disasters produced by climate extremes, such as frequent floods, droughts, and the heavy frozen rain events of South China.

摘要: The ultimate goal of climate research is to produce climate predictions on various time scales. In China, efforts to predict the climate started in the 1930s. Experimental operational climate forecasts have been performed since the late 1950s, based on historical analog circulation patterns. However, due to the inherent complexity of climate variability, the forecasts produced at that time were fairly inaccurate. Only from the late 1980s has seasonal climate prediction experienced substantial progress, when the Tropical Ocean and Global Atmosphere project of the World Climate Research program (WCRP) was launched. This paper, following a brief description of the history of seasonal climate prediction research, provides an overview of these studies in China. Processes and factors associated with the climate variability and predictability are discussed based on the literature published by Chinese scientists. These studies in China mirror aspects of the climate research effort made in other parts of the world over the past several decades, and are particularly associated with monsoon research in East Asia. As the climate warms, climate extremes, their frequency, and intensity are projected to change, with a large possibility that they will increase. Thus, seasonal climate prediction is even more important for China in order to effectively mitigate disasters produced by climate extremes, such as frequent floods, droughts, and the heavy frozen rain events of South China.

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