浙江省梅雨期降水日变化及ECMWF预报能力评估Diurnal change of rainfall during Meiyu period in Zhejiang Province and assessment on prediction capacity of ECMWF
汪冬冬,方艳莹,申华羽,涂小萍,吕劲文,钱峥
摘要(Abstract):
【目的】为了解浙江省梅雨期的降水日变化特征以及气象业务模式对降水的预报能力。【方法】利用2008—2019年期间浙江地面雨量站小时数据和ERA-Interim再分析资料进行分析,同时评估ECMWF在浙江地区梅雨期的预报水平。【结果】结果表明:(1)梅雨期间浙江平均日降水量自西向东递减,浙西地区从05:00—18:00一直维持强降水的特征,平均最大日降水量超过20 mm。(2)浙中、浙北、浙东降水呈双峰型特征,主要降水时段在03:00—11:00和13:00—20:00。浙东北和浙南降水呈单峰型特征,浙东北降水峰值主要在03:00—10:00,但浙南降水峰值主要在14:00—21:00。除浙南外,梅雨期间浙江大部地区夜间至早晨强降水持续时间比午后至傍晚更长。(3)夜间至早晨强降水与低空急流(LLJ)在夜间逐渐加强密切相关。因为夜间至早晨期间,非地转风逐渐加强,使得LLJ增强,而增强的LLJ为浙江地区带来大量暖湿气流,提供不稳定能量,增强辐合上升运动,进而造成早晨降水峰值。午后热力条件可能是午后至傍晚强降水的主要原因。(4)ECMWF基本可以预报出浙江梅雨期间的降水趋势,但夜间至早晨(02:00—11:00)的降水趋势预报优于午后至傍晚(14:00—20:00)。【结论】总体上,ECMWF在夜间至早晨期间更倾向低估强降水,高估弱降水。模式对夜间至早晨的降水预报相对不够稳定,均方根误差大于午后至傍晚。随着预报时间的延长,模式预报能力降低。
关键词(KeyWords): 梅雨;降水日变化;浙江;低空急流;ECMWF;评估;降雨;气候变化
基金项目(Foundation): 宁波市公益性计划重点项目(2022S181);; 宁波市自然科学基金项目(202003N4192,202003N4193);; 浙江省气象局预报员专项项目(2021YBY05);; 浙江省“海洋与港航气象”创新团队资助
作者(Author): 汪冬冬,方艳莹,申华羽,涂小萍,吕劲文,钱峥
DOI: 10.13928/j.cnki.wrahe.2023.07.004
参考文献(References):
- [1] DING Y.Summer monsoon rainfalls in China [J].Journal of the Meteorological Society of Japan,1992,70(1B):373-396.
- [2] GUAN P,CHEN G,ZENG W.Corridors of mei-yu-season rainfall over eastern China [J].Journal of Climate,2020,33(7):2603-2626.
- [3] XUE M,LUO X,ZHU K,et al.The controlling role of boundary layer inertial oscillations in Meiyu frontal precipitation and its diurnal cycles over China [J].Journal of Geophysical Research:Atmospheres,2018,123(10):5090-5115.
- [4] 周梅,许洪泽,郑朝霞,等.2017年梅雨期浙江中部连续暴雨过程的环流特征[J].气象与减灾研究,2019,42(1):32-39.ZHOU Mei,XU Hongze,ZHENG Zhaoxia,et al.Analysis on the circulation characteristics of continuous Meiyu storm in central Zhejiang province in 2017[J].Meteorology and Disaster Reduction Research,42(1):32-39.
- [5] CHEN G,SHA W,IWASAKI T.Diurnal variation of precipitation over southeastern China:Spatial distribution and its seasonality [J].Journal of Geophysical Research:Atmospheres,2009,114(D13):D1303-D1312.
- [6] CHEN G,YOSHIDA R,SHA W,et al.Convective instability associated with the eastward-propagating rainfall episodes over eastern China during the warm season [J].Journal of Climate,2014,27(6):2331-2339.
- [7] GENG B,YAMADA H.Diurnal variations of the Meiyu/Baiu rain belt [J].Scientific Online Letters on the Atmosphere,2007,3:61-64.
- [8] CHEN G,SHA W,IWASAKI T,et al.Diurnal cycle of a heavy rainfall corridor over East Asia [J].Monthly Weather Review,2017,145(8):3365-3389.
- [9] CHEN Y L,CHEN X A,ZHANG Y X.A diagnostic study of the low-level jet during TAMES IOP 5 [J].Monthly Weather Review,1994,122(10):2257-2284.
- [10] LUO Y,ZHANG R H,WAN Q L,et al.The Southern China Monsoon Rainfall Experiment (SCMREX) [J].Bulletin of the American Meteorological Society,2017,98(5):999-1013.
- [11] YU R,ZHOU T,XIONG A,et al.Diurnal variations of summer precipitation over contiguous China [J].Geophysical Research Letters,2007,34(1):L01704-L01707.
- [12] 孙淑清,翟国庆.低空急流的不稳定性及其对暴雨的触发作用[J].大气科学,1980,4(4):327-337.SUN Shuqing,ZHAI Guoqing.On the instability of the low level jet and its trigger function for the occurrence of heavy rain-storms [J].Chinese Journal of Atmospheric Sciences,4(4):327-337.
- [13] ZENG W,CHEN G,DU Y,et al.Diurnal variations of low-level winds and precipitation response to large-scale circulations during a heavy rainfall event [J].Monthly Weather Review,2019,147(11):3981-4004.
- [14] BLACKADAR A K.Boundary layer wind maxima and their significance for the growth of nocturnal inversions [J].Bulletin of the American Meteorological Society,1957,38(5):283-290.
- [15] DU Y,ROTUNNO R.A simple analytical model of the nocturnal low-level jet over the Great Plains of the United Sates [J].Journal of Atmospheric Sciences,2014,71(10):3674-3683.
- [16] SHAPIRO A,FEDOROVICH E,RAHIMI S.A unified theory for the Great Plains nocturnal low-level jet[J].Journal of Atmospheric Sciences,2016,73(8):3073-3057.
- [17] 梁丽霞,张忠扬,梁洁.祖厉河流域降水指标的周期性研究[J].水利发展研究,2022,22(6):65-70.LIANG Lixia,ZHANG Zhongyang,LIANG Jie.Study on the periodicity of precipitation indicators in the Zuli River Basin[J].Water Resources Development Research,2022,22(6):65-70
- [18] FEDOROVICH E,GIBBS J A,SHAPIRO A.Numerical study of nocturnal low-level jets over gently sloping terrain [J].Journal of Atmospheric Sciences,2017,74(9):2813-2834.
- [19] HOLTON J R.The diurnal boundary layer wind oscillation above sloping terrain [J].Tellus,1967,19(2):200-205.
- [20] 柳春,王东勇,郑淋淋.近30 a 安徽省汛期降水日变化特征分析[J].暴雨灾害,2017,36(1):53-59.LIU Chun,WANG Dongyong,ZHENG Linlin.Characteristics of the diurnal variations flood period precipitation in Anhui during the last 30 years[J].Torrential Rain and Disaster,2017,36(1):53-59.
- [21] 王夫常,宇如聪,陈昊明,等.我国西南部降水日变化特征分析[J].暴雨灾害,2011,30(2):117-121.WANG Fuchang,YU Rucong,CHEN Haoming,et al.The Characteristics of Rainfall Diurnal Variation over the Southwestern China [J].Torrential Rain and Disasters,2011,30(2):117-121.
- [22] YANG S,SMITH E A.Mechanisms for diurnal variability of global tropical rainfall observed from TRMM [J].Journal of Climate,2006,19(20):5190-5226.
- [23] CHEN G,SHA W,UENO K.Diurnal variation of rainfall in the Yangtze River valley during the spring-summer transition from TRMM measurements [J].Journal of Geophysical Research:Atmospheres,2012,117(D06):D06106-D06119.
- [24] ZHOU T,YU R,CHEN H,et al.Summer precipitation frequency,intensity,and diurnal cycle over China:A comparison of satellite data with rain gauge observation [J].Journal of Climate,2008,21(16):3997-4010.
- [25] CHEN G X,LAN R Y,ZENG W X,et al.Diurnal variations of rainfall in surface and satellite observations at the monsoon coast (South China) [J].Journal of Climate,2018,31(5):1703-1724.
- [26] 朱慧琴,陈生,李晓俞,等.GPM卫星降水产品在“7·21”河南极端暴雨过程中的误差评估[J].水利水电技术(中英文),2022,53(1):1-13.ZHU Huiqin,CHEN Sheng,LI Xiaoyu,et al.Assessment on error of GPM satellite-based precipitation products during “7·21” extreme rainstorm in Henan[J].Water Resources and Hydropower Engineering,2022,53(1):1-13.
- [27] 苏锦兰,张万诚,宋金梅,等.云南小时降水的时空分布变化研究[J].气象,2021,47(2):133-142.SU Jinlan,ZHANG Wancheng,SONG Jinmei,et al,Study on spatio-temporal distribution of hourly precipitation in Yunnan Province [J].Meteorological Monthly,2021,47(2):133-142.
- [28] 张宏芳,潘留杰,陈昊明,等.秦岭及周边地区暖季降水日变化及其成因分析[J].高原气象,2020,39(5):935-946.ZHANG Hongfang,PAN Liujie,CHEN Haoming,et al,Diurnal Variations and Causes of Warm Season Precipitation in Qinling and Surrounding Areas [J].Plateau Meteorology,2020,39(5):935-946.
- [29] SHEN Y,XIONG A,WANG Y,et al.Performance of high-resolution satellite precipitation products over China [J].Journal of Geophysical Research:Atmospheres,2010,115(D02):D02114-D02130.
- [30] DAVIS C,BROWN B,BULLOCK R.Object-based verification of precipitation forecasts.Part I:meteorology and application to meso-scale rain areas [J].Monthly Weather Review,2006,134(7):1772-1784.
- [31] DAVIS C,BROWN B,BULLOCK R.Object-based verification of precipitation forecasts.Part II:application to convective rain systems [J].Monthly Weather Review,2006,134(7):1785-1795.
- [32] 郝莹,王元,王皓,等.淮河流域不同时间尺度暴雨的多模式预报性能评估及洪水可预报性探讨[J].气象,2019,45(7):989-1000.HAO Ying,WANG Yuan,WANG Hao,et al.Evaluation of Multi-NWPs rainstorm forecasting performance in different time scales in Huaihe River Basin and discussion on flood predictability[J].Meteorological Monthly,2019,45(7):989-1000.
- [33] 刘静,叶金印,张晓红,等.淮河流域汛期面雨量多模式预报检验评估[J].暴雨灾害,2014,33(1):58-64.LIU Jing,YE Jinyin,ZHANG Xiaohong,et al.The performance evaluation of the multi-model forecasting of areal rainfall for Huaihe River Basin during flood season [J].Torrential Rain and Disasters,2014,33(1):58-64.
- [34] 徐同,杨玉华,李佳,等.SMS-WARMS V2.0模式对中国西南地区降水预报能力的客观检验[J].气象,2019,45(8):1065-1074.XU Tong,YANG Yuhua,LI Jia,et al.An objective verification of forecasting ability of SMS-WARMS V2.0 model precipitation in Southwest China [J].Meteorological Monthly,2019,45(8):1065-1074.
- [35] 傅良,张玉静,罗玲,等.ECMWF降水极端天气指数在浙江的应用评估[J].暴雨灾害,2021,40(1):69-77.FU Liang,ZHANG Yujing,LUO Ling,et al.Application assessment of precipitation extreme forecast index (EFI) from ECMWF in Zhejiang Province[J].Torrential Rain and Disasters,2021,40(1):69-77.
- [36] 卜文惠,陈昊明,李普曦.2020年夏季江淮流域降ECMWF模式预报偏差分析[J].暴雨灾害,2022,20(1):1-9.BU Wenhui,CHEN Haoming,LI Puxi.Evaluation of the operational precipitation forecast of ECMWF model over the Yangtze-Huaihe River Valley in the summer of 2020 [J].Torrential Rain and Disasters,2022,20(1):1-9.
- [37] 齐岩辛,张岩,王孔忠.浙江海岛区地质公园发展策略[J].地质调查与研究,2015,38(2):148-154.QI Yanxin,ZHANG Yan,WANG Kongzhong,2015,Development Strategy of the Geopark in Island Area,Zhejiang Province [J].Geological Survey And Research,2015,38(2):148-154.
- [38] 牛若芸,周兵.2019年江淮流域梅雨异常特征及成因分析[J].气象,47(11):1347-1358.NIU Ruoyun,ZHOU Bing.Analysis of Abnormal characteristics and causes of meiyu over the Yangtze-Huaihe River Basin in 2019[J].Meteorological Monthly,2021,47(11):1347-1358.
- [39] SHINODA T,UYEDA H,YOSHIMURA K.Structure of moist layer and sources of water over the southern region far from the Meiyu/Baiu Front [J].Journal of the Meteorological Society of Japan,2005,83(2):137-152.
- [40] DU Y,ZHANG Q H,YUE Y,et al.Characteristics of low-level jets in Shanghai during the 2008—2009 warms seasons as inferred from wind profile radar data [J].Journal of the Meteorological Society of Japan,2012,90(6):891-903.
- [41] YU R,LI J.Hourly rainfall changes in response to surface air temperature over eastern contiguous China [J].Journal of Climate,2012,25(19):6851-6861.
- [42] 秦雪,徐海顺.城市雨洪管理效益评估研究综述[J].水利水电技术(中英文),2022,53(4):10-23.QIN Xue,XU Haishun.Review of study on benefit evaluation of urban rain-flood management[J].Water Resources and Hydropower Engineering,2022,53(4):10-23.