Sun Linhai, Ai Wanxiu, Song Wenling, et al. Assessment analysis on winter and spring temperature and rainfall forecasts over China with regional climate model. J Appl Meteor Sci, 2009, 20(5): 546-554.
Citation: Sun Linhai, Ai Wanxiu, Song Wenling, et al. Assessment analysis on winter and spring temperature and rainfall forecasts over China with regional climate model. J Appl Meteor Sci, 2009, 20(5): 546-554.

Assessment Analysis on Winter and Spring Temperature and Rainfall Forecasts over China with Regional Climate Model

  • Received Date: 2008-07-23
  • Rev Recd Date: 2009-06-22
  • Publish Date: 2009-10-31
  • Regional climate model of National Climate Center (RegCM_NCC) is developed from the second generation regional climate model (RegCM2) of NCAR.Horizontal resolution of RegCM_NCC is 60 km, andthe center position is 35°N, 110°E, with 151 by 79 g rids, covering most areas of the East Asian.The vertical dimension is divided into 16 layers, and the top-level atmospheric pressure is 100 hPa.15 laps are adopted for buffer zone.The initial and lateral boundary conditions come from the corresponding nested National Climate Center global coupled model (CGCM_NCC).In order to study the prediction ability of RegCM_NCC, operational assessment (five parameters) ofNational Climate Center are used to assess the hindcast of average temperature and precipitation of RegCM_NCC from 1983 to 2002 in winter and 1984 to 2003 in spring, as well as the real-time forecasting from2003 to 2007.The hindcast of ave rage temperature in winter by RegCM_NCC for 20 years is similar to the observation.The forecast of the average temperature is low er than the observation in general.The hindcast ofprecipitation distribution in winter is obviously different from the observation.Forecasts of precipitationare in southwest China are especially inaccurate.The correlation coefficient distributions of the averagetemperature and precipitation between the forecast and the observation in most areas are positive.The P score of w inter average temperature in most years are greater than 60, and the average is 66.4.The ACC of winter average temperature is -0.7—0.4 and the average is -0.07.The P score of the winter precipitation in most years are 60—80 and the average is 69.9.The ACC of precipitation are -0.2—0.5, with the average of 0.05.The hindcast of average temperature in spring by RegCM_NCC for 20 years is similar to the observation.The forecast of average temperature in eastern China is higher, and that in western China is low erthan observation.There are great differences between hindcast of spring precipitation distribution and theobservation.In southwest China the precipitation forecasts accuracy is rather poor.The correlation coefficient distributions of the average temperature between the forecast and the observation in most area arepositive.Negative correlation distribution of precipitation is to the north of the Yangtze River.The P score of the spring average temperature in most years are greater than 60, and the average is67.8.The ACC of spring average temperature is -0.5—0.5 and the average is 0.05.The P score of thespring precipitation in most years are 60—75 and the average is 65.6.The ACC of precipitation are-0.4—0.3, with the average of -0.01.The assessment of the forecasts with regional climate model of National Climate Center approve s themodel' s ability in forecasting average temperature and precipitation in winter and spring.The forecastinglevel needs further improving for the low mean score and ACC.
  • Fig. 1  Distribution of winter average temperature and precipitation with their error over China from 1983 to 2002

    (a) observation of average temperature, (b) the hindcast of average temperature by RegCM_NCC, (c) observation of precipitation, (d) the hindcast of precipitation by RegCM_NCC, (e) the error of average temperature, (f) the error of precipitation

    Fig. 2  Correlation coefficient distribution between RegCM_NCC and the observation in winter from 1983 to 2002

    (shadow areas mean passing the test of 90 % level)

    Fig. 3  The P score and correlation co efficient between RegCM NCC and the observation in winter from 1983 to 2007 (a) ave rage temperature, (b) precipitation

    Fig. 4  Distribution of spring average temperature and precipitation with their error over China from 1984 to 2003

    (a) observation of average temperature, (b) the hindcast of the average temperature by RegCM_NCC, (c) obse rvation of precipitation, (d) the hindcast of precipitation by RegCM_NCC, (e) the error of average temperature, (f) the error of precipitation

    Fig. 5  Correlation coefficient distribution between RegCM_NCC and the observation in spring from 1984 to 2003 (a) average temperature, (b) precipitation

    (shadow areas mean passing the test of 90 % level)

    Fig. 6  The P score and correlation coefficient between RegCM_NCC and the observation in spring from 1984 to 2007 (a) average temperature, (b) precipitation

    Table  1  Assessment parameters of RegCM_NCC on average temperature and precipitation in winter during 1983— 2007

    Table  2  Assessment parameters of RegCM_NCC on average temperature and precipitation in spring during 1984— 2007

  • [1]
    IPCC.Climate Change 2001 : The Scientific Basis ∥Houghton J T, Ding Y, Griggs D J, et al.Contribution of Working Group Ⅰ to the Third Assessment Report of the Intergovernmental Panel on Climate Change.Cambridge: Cambridge University Press, 2001 : 1-881.
    [2]
    Ding Yihui, Shi Xueli, Liu Yiming, et al.Multi-year simulations and experimental seasonal prediction s for rainy seasonsin China by using a nested regional climate model (RegCM_NCC).Part Ⅰ : Sensitivity study.Adv Atmos Sci, 2006, 23 (3): 323-341. doi:  10.1007/s00376-006-0323-8
    [3]
    Ding Yihui, Liu Yiming, Shi Xueli, et al.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, 2006, 23(4) : 487-503. doi:  10.1007/s00376-006-0487-2
    [4]
    Giorgi F, Marinucci M R, Bates G T.Development of a Second-generation Regional Climate Model (RegCM2).Part Ⅰ : Boundary-layer and radiative transfer processes.Mon Wea Rev, 1993, 121 : 2794-2813. doi:  10.1175/1520-0493(1993)121<2794:DOASGR>2.0.CO;2
    [5]
    Giorgi F, Marinucci M R, Bates G T, et al.Development of a Second-generation Region al Climate Model (RegCM2).Part Ⅱ : Convective processes and assimilation of lateral boundary conditions.Mon Wea Rev, 1993, 121 : 2814-2832. doi:  10.1175/1520-0493(1993)121<2814:DOASGR>2.0.CO;2
    [6]
    张晶, 丁一汇.一个改进的陆面过程模式及其模拟试验研究第一部分:陆面过程模式及其"独立 (off-line) "模拟试验和模式性能分析.气象学报, 1998, 56 (1): 1-19. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXB801.000.htm
    [7]
    丁一汇, 张晶, 赵宗慈.一个改进的陆面过程模式及其模拟试验研究第二部分:陆面过程模式与区域气候模式的耦合模拟试验.气象学报, 1998, 56(4): 385-400. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXB804.000.htm
    [8]
    史学丽.一个改进的陆面过程模式及其与区域气候模式的耦合试验.南京:南京气象学院, 2000.
    [9]
    Tiedtke M.A comprehensive mass flux scheme for cumulus parameterization in large-scale schemes.Mon Wea Rev, 1989, 117 : 1779-1800. doi:  10.1175/1520-0493(1989)117<1779:ACMFSF>2.0.CO;2
    [10]
    陈伯民, 陈玉春, 苏志侠, 等.修正的ECMWF质量通量积云参数化方案的预报试验.高原气象, 1996, 15(1): 37-47. http://www.cnki.com.cn/Article/CJFDTOTAL-GYQX601.004.htm
    [11]
    Liu Yiming, Ding Yihui.Modified mass flux cumulus parameterization scheme and its simulation experiment Ⅰ: Mass flux scheme and its simulation of the flooding in 1991.Acta Meteo Sinica, 2002, 16(1): 37-49.
    [12]
    Liu Yiming, Ding Yihui.Modified mass flux cumulus parameterization scheme and its simulation experiment Ⅱ: Cumulus convection of three schemes and the sensitivity experiments of MFS.Acta Meteo Sinica, 2002, 16(2) : 165-179.
    [13]
    Betts A K.A new convective adjustment scheme, PartⅠ: Observational and theoretical basis.Quart J R Met Soc, 1986, 112: 677-691. http://math.nyu.edu/~gerber/courses/2016-fruhling/betts-QJ-simple_convection_scheme_theory-1986.pdf
    [14]
    Betts A K, Miller M J.A new convective adjustment scheme, Part Ⅱ: Single column tests using GATE wave, BOMEX, and arctic airmass data sets.Quart J R Met Soc, 1986, 112 : 693-709. https://www.researchgate.net/publication/227726932_A_new_convective_adjustment_scheme_Part_II_Single_column_tests_using_GATE_wave_BOMEX_ATEX_and_arctic_air-mass_data_sets
    [15]
    Mellor C L, Yamada T.A hierarchy of turbulence closure models for planetary boundary layers.J Atmos Sci, 1974, 31 : 1791-1806. doi:  10.1175/1520-0469(1974)031<1791:AHOTCM>2.0.CO;2
    [16]
    陈桂英, 赵振国.短期气候预测评估方法和业务初估.应用气象学报, 1998, 9(2) : 178-185. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=19980225&flag=1
  • 加载中
  • -->

Catalog

    Figures(6)  / Tables(2)

    Article views (3553) PDF downloads(1247) Cited by()
    • Received : 2008-07-23
    • Accepted : 2009-06-22
    • Published : 2009-10-31

    /

    DownLoad:  Full-Size Img  PowerPoint