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强对流天气监测预报预警技术进展

郑永光 周康辉 盛杰 林隐静 田付友 唐文苑 蓝渝 朱文剑

郑永光, 周康辉, 盛杰, 等. 强对流天气监测预报预警技术进展. 应用气象学报, 2015, 26(6): 641-657. DOI: 10.11898/1001-7313.20150601..
引用本文: 郑永光, 周康辉, 盛杰, 等. 强对流天气监测预报预警技术进展. 应用气象学报, 2015, 26(6): 641-657. DOI: 10.11898/1001-7313.20150601.
Zheng Yongguang, Zhou Kanghui, Sheng Jie, et al. Advances in techniques of monitoring, forecasting and warning of severe convective weather. J Appl Meteor Sci, 2015, 26(6): 641-657. DOI:  10.11898/1001-7313.20150601.
Citation: Zheng Yongguang, Zhou Kanghui, Sheng Jie, et al. Advances in techniques of monitoring, forecasting and warning of severe convective weather. J Appl Meteor Sci, 2015, 26(6): 641-657. DOI:  10.11898/1001-7313.20150601.

强对流天气监测预报预警技术进展

DOI: 10.11898/1001-7313.20150601
资助项目: 

公益性行业 (气象) 科研专项 GYHY201406002

国家自然科学基金项目 41375051

国家重点基础研究发展计划 2013CB430106

详细信息
    通信作者:

    郑永光, email: zhengyg@cma.gov.cn

Advances in Techniques of Monitoring, Forecasting and Warning of Severe Convective Weather

  • 摘要: 强对流天气预报业务包括监测、分析、预报、预警和检验等方面。对流初生识别、对流系统强度识别和对流天气类型识别等监测技术取得新进展,综合多源资料的监测技术已应用于中国气象局中央气象台业务。对流系统的触发、发展和维持机制等获得了新认识,我国不同类型强对流天气及其环境条件统计气候特征、分析规范及相应业务产品等为业务预报提供了必要基础和技术支撑。光流法、多尺度追踪技术以及应用模糊逻辑方法的临近预报技术等有明显进展,融合短时预报技术得到广泛应用,对流可分辨高分辨率数值 (集合) 预报及其后处理产品预报试验取得了显著成效,基于数值 (集合) 预报应用模糊逻辑方法的分类强对流天气短期预报技术为业务预报提供了技术支撑。强对流天气综合监测和多尺度自适应临近预报技术、多尺度分析技术以及融合短时预报技术、发展并应用模糊逻辑等方法的、基于高分辨率数值 (集合) 模式的区分不同强度等级和极端性的分类强对流天气精细化 (概率) 预报技术等是未来发展的主要方向。
  • [1] Doswell Ⅲ C A.Severe Convective Storms.Meteor Monogr, Amer Meteor Soc, 2001, 28(50):1-525. doi:  10.1175/0065-9401-28.50.1
    [2] Markowski P, Richardson Y.Mesoscale Meteorology in Midlatitudes.John Wiley & Sons Ltd, 2010:245-260. https://www.researchgate.net/publication/285368919_Mesoscale_Meteorology_in_Midlatitudes
    [3] 俞小鼎, 周小刚, 王秀明.雷暴与强对流临近天气预报技术进展.气象学报, 2012, 70(3):311-337. doi:  10.11676/qxxb2012.030
    [4] Chen J, Zheng Y, Zhang X, et al.Distribution and diurnal variation of warm-season short-duration heavy rainfall in relation to the MCSs in China.J Meteor Res, 2013, 27(6):868-888. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXW201306008.htm
    [5] Hitchens N M, Brooks H E, Schumacher R S.Spatial and temporal characteristics of heavy hourly rainfall in the United States.Mon Wea Rev, 2013, 141:4564-4575. doi:  10.1175/MWR-D-12-00297.1
    [6] 孙继松, 戴建华, 何立富, 等.强对流天气预报的基本原理和技术方法.北京:气象出版社, 2014.
    [7] 范雯杰, 俞小鼎.中国龙卷的时空分布特征.气象, 2015, 41(7):793-805. doi:  10.7519/j.issn.1000-0526.2015.07.001
    [8] 马明, 陶善昌, 祝宝友, 等.卫星观测的中国及周边地区闪电密度的气候分布.中国科学D辑:地球科学, 2004, 34(4):298-306. http://www.cnki.com.cn/Article/CJFDTOTAL-JDXK200404001.htm
    [9] 王娟, 谌芸.2009-2012年中国闪电分布特征分析.气象, 2015, 41(2):160-170. doi:  10.11898/1001-7313.20150204
    [10] 马禹, 王旭, 陶祖钰.中国及其邻近地区中尺度对流系统的普查和时空分布特征.自然科学进展, 1997, 7(6):701-706. http://www.cnki.com.cn/Article/CJFDTOTAL-ZKJZ199706009.htm
    [11] Zheng Y, Chen J, Zhu P.Climatological distribution and diurnal variation of mesoscale convective systems over China and its vicinity during summer.Chin Sci Bull, 2008, 53:1574-1586. http://mall.cnki.net/magazine/Article/JXTW200810018.htm
    [12] 韩雷, 俞小鼎, 郑永光, 等.京津及邻近地区暖季强对流风暴的气候分布特征.科学通报, 2009, 54(11):1585-1590. http://cpfd.cnki.com.cn/Article/CPFDTOTAL-ZGQX200811014015.htm
    [13] Chen M, Wang Y, Gao F, et al.Diurnal evolution and distribution of warm-season convective storms in different prevailing wind regimes over contiguous North China.J Geophys Res Atmos, 2014, 119:2742-2763. doi:  10.1002/2013JD021145
    [14] Meng Z, Yan D, Zhang Y.General features of squall lines in east China.Mon Wea Rev, 2013, 141:1629-1647. doi:  10.1175/MWR-D-12-00208.1
    [15] Zheng L, Sun J, Zhang X, et al.Organizational modes of mesoscale convective systems over central east China.Wea Forecasting, 2013, 28:1081-1098. doi:  10.1175/WAF-D-12-00088.1
    [16] Chen X, Zhao K, Xue M.Spatial and temporal characteristics of warm season convection over Pearl River Delta Region, China based on three years of operational radar data.J Geophys Res Atmos, 2014, doi: 10.1002/2014JD021965.
    [17] Wilson J W, Feng Y, Chen M, et al.Nowcasting challenges during the Beijing Olympics:Successes, failures, and implications for future nowcasting systems.Wea Forecasting, 2010, 25:1691-1714. doi:  10.1175/2010WAF2222417.1
    [18] Sun J, Xue M, Wilson J W, et al.Use of NWP for nowcasting convective precipitation:Recent progress and challenges.Bull Amer Meteor Soc, 2014, 95:409-426. doi:  10.1175/BAMS-D-11-00263.1
    [19] 郑永光, 张小玲, 周庆亮, 等.强对流天气短时临近预报业务技术进展与挑战.气象, 2010, 36(7):33-42. doi:  10.7519/j.issn.1000-0526.2010.07.008
    [20] 郑永光, 林隐静, 朱文剑, 等.强对流天气综合监测业务系统建设.气象, 2013, 39(2):234-240. doi:  10.7519/j.issn.1000-0526.2013.02.013
    [21] 张涛, 蓝渝, 毛冬艳, 等.国家级中尺度天气分析业务技术进展Ⅰ:对流天气环境场分析业务技术规范的改进与产品集成系统支撑技术.气象, 2013, 39(7):894-900. doi:  10.7519/j.issn.1000-0526.2013.07.010
    [22] 蓝渝, 张涛, 郑永光, 等.国家级中尺度天气分析业务技术进展Ⅱ:对流天气中尺度过程分析规范和支撑技术.气象, 2013, 39(7):901-910. doi:  10.7519/j.issn.1000-0526.2013.07.011
    [23] 盛杰, 张小雯, 孙军, 等.三种不同天气系统强降水过程中分钟雨量的对比分析.气象, 2012, 38(10):1161-1169. doi:  10.7519/j.issn.1000-0526.2012.10.001
    [24] Elizaga F, Conejo S, Martín F.Automatic identification of mesocyclones and significant wind structures in Doppler radar images.Atmos Res, 2007, 83(2):405-414.
    [25] 李国翠, 刘黎平, 张秉祥, 等.基于雷达三维组网数据的对流性地面大风自动识别.气象学报, 2013, 71(6):1160-1171. doi:  10.11676/qxxb2013.090
    [26] 李国翠, 刘黎平, 连志鸾, 等.利用雷达回波三维拼图资料识别雷暴大风统计研究.气象学报, 2014, 72(1):168-181. doi:  10.11676/qxxb2014.003
    [27] 张秉祥, 李国翠, 刘黎平, 等.基于模糊逻辑的冰雹天气雷达识别算法.应用气象学报, 2014, 25(4):414-426. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20140404&flag=1
    [28] Rossi P J, Hasu V, Koistinen J, et al.Analysis of a statistically initialized fuzzy logic scheme for classifying the severity of convective storms in Finland.Meteor Appl, 2014, 21:656-674. doi:  10.1002/met.2014.21.issue-3
    [29] 胡胜, 罗聪, 张羽, 等.广东大冰雹风暴单体的多普勒天气雷达特征.应用气象学报, 2015, 26(1):57-65. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20150106&flag=1
    [30] Park H, Ryzhkov A V, Zrnic D S, et al.The hydrometeor classification algorithm for the polarimetric WSR-88D:Description and application to an MCS.Wea Forecasting, 2009, 24:730-748. doi:  10.1175/2008WAF2222205.1
    [31] Al-Sakka H, Boumahmoud A A, Fradon B, et al.A new fuzzy logic hydrometeor classification scheme applied to the French X-, C-, and S-band polarimetric radars.J Appl Meteor Climatol, 2013, 52(10):2328-2344. doi:  10.1175/JAMC-D-12-0236.1
    [32] Heinselman P L, Ryzhkov A V.Validation of polarimetric hail detection.Wea Forecasting, 2006, 21(5):839-850. doi:  10.1175/WAF956.1
    [33] 郑栋, 张义军, 孟青, 等.北京地区雷暴过程闪电与地面降水的相关关系.应用气象学报, 2010, 21(3):287-297. doi:  10.11898/1001-7313.20100304
    [34] Carey L D, Rutledge S A.Electrical and multiparameter radar observations of a severe hailstorm.J Geophys Res Atmos, 1998, 103(D12):13979-14000. doi:  10.1029/97JD02626
    [35] Williams E, Boldi B, Matlin A, et al.The behavior of total lightning activity in severe Florida thunderstorms.Atmos Res, 1999, 51(3):245-265.
    [36] Schultz C J, Petersen W A, Carey L D.Preliminary development and evaluation of lightning jump algorithms for the real-time detection of severe weather.J Appl Meteor Climatol, 2009, 48:2543-2563. doi:  10.1175/2009JAMC2237.1
    [37] Zhang J, Howard K, Langston C, et al.National Mosaic and Multi-Sensor QPE (NMQ) system:Description, results, and future plans.Bull Amer Meteor Soc, 2011, 92:1321-1338. doi:  10.1175/2011BAMS-D-11-00047.1
    [38] Lakshmanan V, Smith T, Stumpf G, et al.The Warning Decision Support System-Integrated Information.Wea Forecasting, 2007, 22:596-612. doi:  10.1175/WAF1009.1
    [39] Augros C, Tabary P, Anquez A, et al.Development of a nationwide, low-level wind shear mosaic in France.Wea Forecasting, 2013, 28(5):1241-1260. doi:  10.1175/WAF-D-12-00115.1
    [40] Bousquet O, Tabary P.Development of a nationwide real-time 3-D wind and reflectivity radar composite in France.Quart J R Meteor Soc, 2014, 140:611-625. doi:  10.1002/qj.v140.679
    [41] Schmit T J, Li J, Ackerman S J, et al.High spectral and temporal resolution infrared measurements from geostationary orbit.J Atmos Oceanic Technol, 2009, 26:2273-2292. doi:  10.1175/2009JTECHA1248.1
    [42] Roberts R D, Rutledge S, Nowcasting storm initiation and growth using GOES-8 and WSR-88D data.Wea Forecasting, 2003, 18(4):562-584. doi:  10.1175/1520-0434(2003)018<0562:NSIAGU>2.0.CO;2
    [43] Mecikalski J R, Bedka K M.Forecasting convective initiation by monitoring the evolution of moving cumulus in daytime GOES imagery.Mon Wea Rev, 2006, 134(1):49-78. doi:  10.1175/MWR3062.1
    [44] Marianne K.Satellite Nowcasting Applications//World Meteorological Organization Symposium on Nowcasting and Very Short Term Forecasting.Whistler, Canada, 2009.
    [45] Sieglaff J M, Cronce L M, Feltz W F, et al.Nowcasting convective storm initiation using satellite-based box-averaged cloud-top cooling and cloud-type trends.J Appl Meteor Climatol, 2011, 50(1):110-126. doi:  10.1175/2010JAMC2496.1
    [46] Sieglaff J M, Cronce L M, Feltz W F.Improving satellite-based convective cloud growth monitoring with visible optical depth retrievals.J Appl Meteor Climatol, 2014, 53(2):506-520. doi:  10.1175/JAMC-D-13-0139.1
    [47] Hartung D C, Sieglaff J M, Cronce L M, et al.An intercomparison of UW cloud-top cooling rates with WSR-88D radar data.Wea Forecasting, 2013, 28(2):463-480. doi:  10.1175/WAF-D-12-00021.1
    [48] Merk D, Zinner T.Detection of convective initiation using Meteosat SEVIRI:implementation in and verification with the tracking and nowcasting algorithm Cb-TRAM.Atmos Meas Tech Discuss, 2013, 6:1771-1813. doi:  10.5194/amtd-6-1771-2013
    [49] Zinner T, Mannstein H, Tafferner A.Cb-TRAM:Tracking and monitoring severe convection from onset over rapid development to mature phase using multi-channel Meteosat-8 SEVIRI data.Meteor Atmos Phys, 2008, 101:191-210. doi:  10.1007/s00703-008-0290-y
    [50] 覃丹宇, 方宗义.利用静止气象卫星监测初生对流的研究进展.气象, 2014, 40(1):7-17. doi:  10.7519/j.issn.1000-0526.2014.01.002
    [51] Mecikalski J R, Minnis P, Palikonda R.Use of satellite derived cloud properties to quantify growing cumulus beneath cirrus clouds.Atmos Res, 2013, 120:192-201. https://www.researchgate.net/profile/Patrick_Minnis/publication/257035875_Use_of_satellite_derived_cloud_properties_to_quantify_growing_cumulus_beneath_cirrus_clouds/links/0deec5290c6d3027b2000000.pdf?origin=publication_detail
    [52] Senf F, Dietzsch F, Hünerbein A, et al.Characterization of initiation and growth of selected severe convective storms over central Europe with MSG-SEVIRI.J Appl Meteor Climatol, 2015, 54(1):207-224. doi:  10.1175/JAMC-D-14-0144.1
    [53] Setvák M, Rabin R M, Doswell C A, et al.Satellite observations of convective storm tops in the 1.6, 3.7 and 3.9 μm spectral bands.Atmos Res, 2003, 67:607-627.
    [54] Bedka K, Brunner J, Dworak R, et al.Objective satellite-based detection of overshooting tops using infrared window channel brightness temperature gradients.J Appl Meteor Climatol, 2010, 49(2):181-202. doi:  10.1175/2009JAMC2286.1
    [55] Bedka K M.Overshooting cloud top detections using MSG SEVIRI infrared brightness temperatures and their relationship to severe weather over Europe.Atmos Res, 2011, 99(2):175-189. doi:  10.1016/j.atmosres.2010.10.001
    [56] Goodman S J, Gurka J, DeMaria M, et al.The GOES-R proving ground:Accelerating user readiness for the next-generation geostationary environmental satellite system.Bull Amer Meteor Soc, 2012, 93:1029-1040. doi:  10.1175/BAMS-D-11-00175.1
    [57] Ralph F M, Intrieri J, Andra Jr D, et al.The emergence of weather-related test beds linking research and forecasting operations.Bull Amer Meteor Soc, 2013, 94:1187-1211. doi:  10.1175/BAMS-D-12-00080.1
    [58] 郑永光, 薛明, 陶祖钰.美国NOAA试验平台和春季预报试验概要.气象, 2015, 41(5):568-582. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXX201505008.htm
    [59] 魏东, 孙继松, 雷蕾, 等.用微波辐射计和风廓线资料构建探空资料的定量应用可靠性分析.气候与环境研究, 2012, 16(6):697-706. http://www.cnki.com.cn/Article/CJFDTOTAL-QHYH201106005.htm
    [60] 张振东, 魏鸣, 王皓.用GPS水汽监测资料分析一次强对流性降水过程.气象科学, 2013, 33(5):492-499. doi:  10.3969/2012jms.0146
    [61] Johns R H, Doswell Ⅲ C A.Severe local storms forecasting.Wea Forecasting, 1992, 7:588-612. doi:  10.1175/1520-0434(1992)007<0588:SLSF>2.0.CO;2
    [62] 席宝珠, 俞小鼎, 孙力, 等.我国阵风锋类型与产生机制分析及其主观识别方法.气象, 2015, 41(2):133-142. doi:  10.3969/2014jms.0039
    [63] Luo Y, Gong Y, Zhang D L.Initiation and organizational modes of an extreme-rain-producing mesoscale convective system along a mei-yu front in East China.Mon Wea Rev, 2014, 142:203-221. doi:  10.1175/MWR-D-13-00111.1
    [64] Xue M, Hu M, Schenkman A D.Numerical prediction of the 8 May 2003 Oklahoma City tornadic supercell and embedded tornado using ARPS with the assimilation of WSR-88D data.Wea Forecasting, 2014, 29:39-62. doi:  10.1175/WAF-D-13-00029.1
    [65] Xu X, Xue M, Wang Y.Mesovortices within the 8 May 2009 bow echo over central US:Analyses of the characteristics and evolution based on Doppler radar observations and a high-resolution model simulation.Mon Wea Rev, 2015, 143(6):226-230. https://www.researchgate.net/publication/276911206_Mesovortices_within_the_8_May_2009_Bow_Echo_over_Central_US_Analyses_of_the_Characteristics_and_Evolution_Based_on_Doppler_Radar_Observations_and_a_High-Resolution_Model_Simulation
    [66] Wilson J W, Mueller C K.Nowcasts of thunderstorm initiation and evolution.Wea Forecasting, 1993, 8(1):113-131. doi:  10.1175/1520-0434(1993)008<0113:NOTIAE>2.0.CO;2
    [67] Corfidi S F, Corfidi S J, Schultz D M.Elevated convection and castellanus:Ambiguities, significance, and questions.Wea Forecasting, 2008, 23(6):1280-1303. doi:  10.1175/2008WAF2222118.1
    [68] Wilson J W, Roberts R D.Summary of convective storm initiation and evolution during IHOP:Observational and modeling perspective.Mon Wea Rev, 2006, 134(1):23-47. doi:  10.1175/MWR3069.1
    [69] Horgan K L, Schultz D M, Hales Jr J E, et al.A five-year climatology of elevated severe convective storms in the United States east of the Rocky Mountains.Wea Forecasting, 2007, 22(5):1031-1044. doi:  10.1175/WAF1032.1
    [70] 许爱华, 陈云辉, 陈涛, 等.锋面北侧冷气团中连续降雹环境场特征及成因.应用气象学报, 2013, 24(2):197-206. doi:  10.11898/1001-7313.20130208
    [71] 盛杰, 毛冬艳, 沈新勇, 等.我国春季冷锋后的高架雷暴特征分析.气象, 2014, 40(9):1058-1065. doi:  10.7519/j.issn.1000-0526.2014.09.003
    [72] 张一平, 俞小鼎, 孙景兰, 等.2012年早春河南一次高架雷暴天气成因分析.气象, 2014, 40(1):48-58. doi:  10.7519/j.issn.1000-0526.2014.01.006
    [73] Tian F, Zheng Y, Zhang T, et al.Statistical characteristics of environmental parameters for warm season short-duration heavy rainfall over central and eastern China.J Meteor Res, 2015, 29(3):370-384. doi:  10.1007/s13351-014-4119-y
    [74] Wakimoto R M, Kessinger C J, Kingsmill D E.Kinematic, thermodynamic, and visual structure of low-reflectivity microbursts.Mon Wea Rev, 1994, 122:72-92. doi:  10.1175/1520-0493(1994)122<0072:KTAVSO>2.0.CO;2
    [75] Wilson J W, Wakimoto R M.The discovery of the downburst:T.T.Fujita's contribution.Bull Amer Meteor Soc, 2001, 82(1):49-62. doi:  10.1175/1520-0477(2001)082<0049:TDOTDT>2.3.CO;2
    [76] Wakimoto R M, Wilson J W.Non-supercell tornadoes.Mon Wea Rev, 1989, 117:1113-1140. doi:  10.1175/1520-0493(1989)117<1113:NST>2.0.CO;2
    [77] Agee E, Jones E.Proposed conceptual taxonomy for proper identification and classification of tornado events.Wea Forecasting, 2009, 24:609-617. doi:  10.1175/2008WAF2222163.1
    [78] Agee E M.A Revised tornado definition and changes in tornado taxonomy.Wea Forecasting, 2014, 29:1256-1258. doi:  10.1175/WAF-D-14-00058.1
    [79] Atkins N T, Bouchard C S, Przybylinski R W, et al.Damaging surface wind mechanisms within the 10 June 2003 Saint Louis bow echo during BAMEX.Mon Wea Rev, 2005, 133(8):2275-2296. doi:  10.1175/MWR2973.1
    [80] Grams J S, Thompson R L, Snively D V, et al.A climatology and comparison of parameters for significant tornado events in the United States.Wea Forecasting, 2012, 27:106-123. doi:  10.1175/WAF-D-11-00008.1
    [81] 王秀明, 俞小鼎, 周小刚.中国东北龙卷研究:环境特征分析.气象学报, 2015, 73(3):425-441. doi:  10.11676/qxxb2015.031
    [82] Rotunno R, Klemp J B, Weisman M L.A theory for strong, long-lived squall lines.J Atmos Sci, 1988, 45(3):463-485. doi:  10.1175/1520-0469(1988)045<0463:ATFSLL>2.0.CO;2
    [83] Weisman M L, Klemp J B, Rotunno R.Structure and evolution of numerically simulated squall lines.J Atmos Sci, 1988, 45(14):1990-2013. doi:  10.1175/1520-0469(1988)045<1990:SAEONS>2.0.CO;2
    [84] Corfidi S F.Cold pools and MCS propagation:Forecasting the motion of downwind-developing MCSs.Wea Forecasting, 2003, 18(6):997-1017. doi:  10.1175/1520-0434(2003)018<0997:CPAMPF>2.0.CO;2
    [85] 陈明轩, 王迎春.低层垂直风切变和冷池相互作用影响华北地区一次飑线过程发展维持的数值模拟.气象学报, 2012, 70(3):371-386. doi:  10.11676/qxxb2012.033
    [86] Bluestein H B.On the decay of supercells through a "downscale transition":Visual documentation.Mon Wea Rev, 2008, 136:4013-4028. doi:  10.1175/2008MWR2358.1
    [87] Davenport C E, Parker M D.Observations of the 9 June 2009 dissipating supercell from VORTEX2.Wea Forecasting, 2015, 30:368-388. doi:  10.1175/WAF-D-14-00087.1
    [88] Coniglio M C, Corfidi S F, Kain J S.Views on applying RKW theory:An illustration using the 8 May 2009 derecho-producing convective system.Mon Wea Rev, 2012, 140:1023-1043. doi:  10.1175/MWR-D-11-00026.1
    [89] Clark A J, Weiss S J, Kain J S, et al.An overview of the 2010 Hazardous Weather Testbed Experimental Forecast Program Spring Experiment.Bull Amer Meteor Soc, 2012, 93:55-74. doi:  10.1175/BAMS-D-11-00040.1
    [90] 漆梁波.高分辨率数值模式在强对流天气预警中的业务应用进展.气象, 2015, 41(6):661-673. doi:  10.7519/j.issn.1000-0526.2015.06.001
    [91] Mueller C, Saxen T, Roberts R, et al.NCAR Auto-Nowcast System.Wea Forecasting, 2003, 18:545-561. doi:  10.1175/1520-0434(2003)018<0545:NAS>2.0.CO;2
    [92] Pinto J, Dupree W, Weygandt S, et al.Advances in the Collaborative Storm Prediction for Aviation (CoSPA).Preprints, 14th Conf Aviation, Range, and Aerospace Meteorology, Atlanta, GA, Amer Meteor Soc, 2010.
    [93] Seed A W.A dynamic and spatial scaling approach to advection forecasting.J Appl Meteor, 2003, 42:381-388. doi:  10.1175/1520-0450(2003)042<0381:ADASSA>2.0.CO;2
    [94] Bowler N E, Pierce C E, Seed A W.STEPS:A probabilistic precipitation forecasting scheme which merges an extrapolation nowcast with downscaled NWP.Quart J R Meteor Soc, 2006, 132:2127-2155. doi:  10.1256/qj.04.100
    [95] Haiden T, Kann A, Wittmann C, et al.The integrated nowcasting through comprehensive analysis (INCA) system and its validation over the Eastern Alpine region.Wea Forecasting, 2011, 26(2):166-183. doi:  10.1175/2010WAF2222451.1
    [96] Nisi L, Ambrosetti P, Clementi L.Nowcasting severe convection in the Alpine region:The COALITION approach.Quart J R Meteor Soc, 2014, 140:1684-1699. doi:  10.1002/qj.2014.140.issue-682
    [97] Li P W, Wong W K, Cheung P, et al.An overview of nowcasting development, applications, and services in the Hong Kong Observatory.J Meteor Res, 2014, 28(5):859-876. doi:  10.1007/s13351-014-4048-9
    [98] Chen M, Gao F, Kong R, et al.A System for Nowcasting Convective Storm in Support of 2008 Olympics//World Meteorological Organization Symposium on Nowcasting and Very Short Term Forecasting.Canada, 2009.
    [99] 吕伟涛, 张义军, 孟青, 等.雷电临近预警方法和系统研发.气象, 2009, 35(5):10-17. doi:  10.7519/j.issn.1000-0526.2009.05.002
    [100] 万玉发, 王志斌, 张家国, 等.长江中游临近预报业务系统 (MYNOS) 及其应用.应用气象学报, 2013, 24(4):504-512. doi:  10.11898/1001-7313.20130413
    [101] 陈明轩, 俞小鼎, 谭晓光, 等.对流天气临近预报技术的发展与研究进展.应用气象学报, 2004, 15(6):754-766. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20040693&flag=1
    [102] Dance S, Ebert E, Scurrah D.Thunderstorm strike probability nowcasting.J Atmos Oceanic Technol, 2010, 27:79-93. doi:  10.1175/2009JTECHA1279.1
    [103] Fox N I, Wikle C K.A Bayesian quantitative precipitation nowcast scheme.Wea Forecasting, 2005, 20:264-275. doi:  10.1175/WAF845.1
    [104] Xu K, Wikle C K, Fox N I.A kernel-based spatiotemporal dynamical model for nowcasting weather radar reflectivities.J Amer Stat Soc, 2005, 100:1134-1144. https://www.researchgate.net/publication/4909572_A_Kernel-Based_Spatio-Temporal_Dynamical_Model_for_Nowcasting_Weather_Radar_Reflectivities
    [105] Germann U, Zawadzki I.Scale dependence of the predictability of precipitation from continental radar images.Part Ⅱ: Probability forecasts.J Appl Meteor Climatol, 2004, 43(1):74-89. doi:  10.1175/1520-0450(2004)043<0074:SDOTPO>2.0.CO;2
    [106] Megenhardt D L, Mueller C, Trier S, et al.NCWF-2 Probabilistic Forecasts.Preprints, 11th Conf on Aviation, Range, and Aerospace.Amer Meteor Soc, 2004.
    [107] Sokol Z, Kitzmiller D, Pesice P, et al.Operational 0-3 h probabilistic quantitative precipitation forecasts:Recent performance and potential enhancements.Atmos Res, 2009, 92(3):318-330. doi:  10.1016/j.atmosres.2009.01.011
    [108] Kober K, Craig G C, Keil C, et al.Blending a probabilistic nowcasting method with a high-resolution numerical weather prediction ensemble for convective precipitation forecasts.Quart J R Meteor Soc, 2012, 138(664):755-768. doi:  10.1002/qj.v138.664
    [109] Scheufele K, Kober K, Craig G C, et al.Combining probabilistic precipitation forecasts from a nowcasting technique with a time-lagged ensemble.Meteor Appl, 2014, 21(2):230-240. doi:  10.1002/met.2014.21.issue-2
    [110] Mecikalski J R, Williams J K, Jewett C P, et al.Probabilistic 0-1 hour convective initiation nowcasts that combine geostationary satellite observations and numerical weather prediction model data.J Appl Meteor Climatol, 2015, 54, doi: 10.1175/JAMC-D-14-0129.1.
    [111] Germann U, Zawadzki I.Scale-dependence of the predictability of precipitation from continental radar images.Part Ⅰ:Description of the methodology.Mon Wea Rev, 2002, 130(12):2859-2873. doi:  10.1175/1520-0493(2002)130<2859:SDOTPO>2.0.CO;2
    [112] Bowler N E H, Pierce C E, Seed A W.Development of a precipitation nowcasting algorithm based upon optical flow techniques.J Hydrol, 2004, 288(1):74-91. https://www.researchgate.net/profile/Neill_Bowler/publication/222161103_Development_of_a_rainfall_nowcasting_algorithm_based_on_optical_flow_techniques/links/5637315608ae88cf81bd4fbd.pdf
    [113] Cheung P, Yeung H Y.Application of Optical-flow Technique to Significant Convection Nowcast for Terminal Areas in Hong Kong.The 3rd WMO International Symposium on Nowcasting and Very Short-Range Forecasting (WSN12), 2012:6-10.
    [114] 程丛兰, 陈明轩, 王建捷, 等.基于雷达外推临近预报和中尺度数值预报融合技术的短时定量降水预报试验.气象学报, 2013, 71(3):397-415. doi:  10.11676/qxxb2013.041
    [115] Johnson J T, MacKeen P L, Witt A, et al.The storm cell identification and tracking algorithm:An enhanced WSR-88D algorithm.Wea Forecasting, 1998, 13(2):263-276. doi:  10.1175/1520-0434(1998)013<0263:TSCIAT>2.0.CO;2
    [116] Hering A, Sénési S, Ambrosetti P, et al.Nowcasting Thunderstorms in Complex Cases Using Radar Data.WMO Symposium on Nowcasting and Very Short Range Forecasting, 2005.
    [117] Dixon M, Wiener G.TITAN:Thunderstorm identification, tracking, analysis, and nowcasting-a radar-based methodology.J Atmos Oceanic Technol, 1993, 10:785-797. doi:  10.1175/1520-0426(1993)010<0785:TTITAA>2.0.CO;2
    [118] 韩雷, 郑永光, 王洪庆, 等.基于数学形态学的三维风暴识别方法研究.气象学报, 2007, 65(5):805-814. doi:  10.11676/qxxb2007.076
    [119] Autonés F.Algorithm Theoretical Basis Document for Rapid Development Thunder Storms//Nowcasting Satellite Application Facility (NWC-SAF) Report Issue 2 Rev.3, Meteo France.2012.
    [120] Walker J R, MacKenzie Jr W M, Mecikalski J R, et al.An enhanced geostationary satellite-based convective initiation algorithm for 0-2-h nowcasting with object tracking.J Appl Meteor Climatol, 2012, 51:1931-1949. doi:  10.1175/JAMC-D-11-0246.1
    [121] Bonelli P, Marcacci P.Thunderstorm nowcasting by means of lightning and radar data:Algorithms and applications in northern Italy.Nat Hazards Earth Syst Sci, 2008, 8(5):1187-1198. doi:  10.5194/nhess-8-1187-2008
    [122] Kohn M, Galanti E, Price C, et al.Nowcasting thunderstorms in the Mediterranean region using lightning data.Atmos Res, 2011, 100(4):489-502. doi:  10.1016/j.atmosres.2010.08.010
    [123] 侯荣涛, 朱斌, 冯民学, 等.基于DBSCAN聚类算法的闪电临近预报模型.计算机应用, 2012, 32(3):847-851. http://www.cnki.com.cn/Article/CJFDTOTAL-JSJY201203071.htm
    [124] Ruzanski E, Chandrasekar V, Wang Y.The CASA nowcasting system.J Atmos Oceanic Technol, 2011, 28:640-655. doi:  10.1175/2011JTECHA1496.1
    [125] Li L W, Schmid W, Joss J.Nowcasting of motion and growth of precipitation with radar over a complex orography.J Appl Meteor, 1995, 34:1286-1299. doi:  10.1175/1520-0450(1995)034<1286:NOMAGO>2.0.CO;2
    [126] Laroche S, Zawadzki I.A variational analysis method for retrieval of three-dimensional wind field from single-Doppler radar data.J Atmos Sci, 1994, 51:2664-2682. doi:  10.1175/1520-0469(1994)051<2664:AVAMFR>2.0.CO;2
    [127] Wang G, Wong W, Liu L, et al.Application of multi-scale tracking radar echoes scheme in quantitative precipitation nowcasting.Adv Atmos Sci, 2013, 30(2):448-460. doi:  10.1007/s00376-012-2026-7
    [128] Wilson J W, Crook N A, Mueller C K, et al.Nowcasting thunderstorms:A status report.Bull Amer Meteor Soc, 1998, 79:2079-2099. doi:  10.1175/1520-0477(1998)079<2079:NTASR>2.0.CO;2
    [129] Radhakrishna B, Zawadzki I, Fabry F.Predictability of precipitation from continental radar images.Part Ⅴ:Growth and decay.J Atmos Sci, 2012, 69(11):3336-3349. doi:  10.1175/JAS-D-12-029.1
    [130] Surcel M, Zawadzki I, Yau M K.A study on the scale dependence of the predictability of precipitation patterns.J Atmos Sci, 2015, 72:216-235. doi:  10.1175/JAS-D-14-0071.1
    [131] Wolfson M M, Clark D A.Advanced aviation weather forecasts.Lincoln Lab J, 2006, 16(1):31-58.
    [132] Stensrud D J, Wicker L J, Kelleher K E, et al.Convective-scale warn-on-forecast system:A vision for 2020.Bull Amer Meteor Soc, 2009, 90(10):1487-1499. doi:  10.1175/2009BAMS2795.1
    [133] Migliorini S, Dixon M, Bannister R, et al.Ensemble prediction for nowcasting with a convection-permitting model-Ⅰ:Description of the system and the impact of radar-derived surface precipitation rates.Tellus A, 2011, 63(3):468-496. doi:  10.1111/j.1600-0870.2010.00503.x
    [134] Weisman M L, Skamarock W C, Klemp J B.The resolution dependence of explicitly modeled convective systems.Mon Wea Rev, 1997, 125:527-548. doi:  10.1175/1520-0493(1997)125<0527:TRDOEM>2.0.CO;2
    [135] 李泽椿, 毕宝贵, 金荣花, 等.近10年中国现代天气预报的发展与应用.气象学报, 2014, 72(6):1069-1078. doi:  10.11676/qxxb2014.090
    [136] Golding B W.Nimrod:A system for generating automated very short range forecasts. Meteor Appl, 1998, 5(1):1-16. doi:  10.1017/S1350482798000577
    [137] DuFran Z, Carpenter Jr R, Shaw B.Improved Precipitation Nowcasting Algorithm Using a High-resolution NWP Model and National Radar Mosaic.34th Conference on Radar Meteorology, 2009.
    [138] Wang G, Wong W, Hong Y, et al.Improvement of forecast skill for severe weather by merging radar-based extrapolation and storm-scale NWP corrected forecast.Atmos Res, 2015, 154:14-24. doi:  10.1016/j.atmosres.2014.10.021
    [139] Kain J S, Xue M, Coniglio M C, et al.Assessing advances in the assimilation of radar data and other mesoscale observations within a collaborative forecasting-research environment.Wea Forecasting, 2010, 25:1510-1521. doi:  10.1175/2010WAF2222405.1
    [140] Kain J S, Dembek S R, Weiss S J, et al.Extracting unique information from high-resolution forecast models:Monitoring selected fields and phenomena every time step.Wea Forecasting, 2010, 25:1536-1542. doi:  10.1175/2010WAF2222430.1
    [141] 雷蕾, 孙继松, 王国荣, 等.基于中尺度数值模式快速循环系统的强对流天气分类概率预报试验.气象学报, 2012, 70(4):752-765. doi:  10.11676/qxxb2012.061
    [142] 张小玲, 陶诗言, 孙建华.基于"配料"的暴雨预报.大气科学, 2010, 34(4):754-756. http://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201004009.htm
    [143] Taszarek M, Kolendowicz L.Sounding-derived parameters associated with tornado occurrence in Poland and universal tornadic index.Atmos Res, 2013, 134:186-197. doi:  10.1016/j.atmosres.2013.07.016
    [144] 樊李苗, 俞小鼎.中国短时强对流天气的若干环境参数特征分析.高原气象, 2013, 32(1):156-165. doi:  10.7522/j.issn.1000-0534.2012.00016
    [145] 李耀东, 高守亭, 刘健文.对流能量计算及强对流天气落区预报技术研究.应用气象学报, 2004, 15(1):10-20. http://qikan.camscma.cn/jams/ch/reader/view_abstract.aspx?file_no=20040102&flag=1
    [146] Lakshmanan V, Crockett J, Sperow K, et al.Tuning auto nowcaster automatically.Wea Forecasting, 2012, 27:1568-1579. doi:  10.1175/WAF-D-11-00141.1
    [147] Lin P, Chang P, Jou J, et al.Objective prediction of warm season afternoon thunderstorms in Northern Taiwan using a fuzzy logic approach.Wea Forecasting, 2012, 27:1178-1197. doi:  10.1175/WAF-D-11-00105.1
    [148] Kuk B, Kim H, Ha J, et al.A fuzzy logic method for lightning prediction using thermodynamic and kinematic parameters from radio sounding observations in South Korea.Wea Forecasting, 2012, 27(1):205-217. doi:  10.1175/WAF-D-10-05047.1
    [149] Bright D R, Weiss S J, Levit J J, et al.The Evolution of Multi-scale Ensemble Guidance in the Prediction of Convective and Severe Convective Storms at the Storm Prediction Center.Preprints, 24th Conf Severe Local Storms, 2008.
    [150] Roebber P J.Visualizing multiple measures of forecast quality.Wea Forecasting, 2009, 24(2):601-608. doi:  10.1175/2008WAF2222159.1
    [151] Casati B, Wilson L J, Stephenson D B, et al.Forecast verification:Current status and future directions.Meteor Appl, 2008, 15(1):3-18. doi:  10.1002/(ISSN)1469-8080
    [152] Ebert E E, McBride J L.Verification of precipitation in weather systems:Determination of systematic errors.J Hydrol, 2000, 239:179-202. doi:  10.1016/S0022-1694(00)00343-7
    [153] Brown B.Verification Methods for Spatial Forecasts//World Meteorological Organization Symposium on Nowcasting and Very Short Term Forecasting.Canada, 2009.
    [154] Ebert E E.Neighborhood verification:A strategy for rewarding close forecasts.Wea Forecasting, 2009, 24(6):1498-1510. doi:  10.1175/2009WAF2222251.1
    [155] Hitchens N M, Brooks H E.Evaluation of the Storm Prediction Center's day 1 convective outlooks.Wea Forecasting, 2012, 27:1580-1585. doi:  10.1175/WAF-D-12-00061.1
    [156] Hitchens N M, Brooks H E, Kay M P.Objective limits on forecasting skill of rare events.Wea Forecasting, 2013, 28:525-534. doi:  10.1175/WAF-D-12-00113.1
    [157] 田付友, 郑永光, 张涛, 等.短时强降水诊断物理量敏感性的点对面检验.应用气象学报, 2015, 26(4):385-396. doi:  10.11898/1001-7313.20150401
    [158] Davis C A, Brown B G, Bullock R, et al.The method for object-based diagnostic evaluation (MODE) applied to numerical forecasts from the 2005 NSSL/SPC Spring Program.Wea Forecasting, 2009, 24(5):1252-1267. doi:  10.1175/2009WAF2222241.1
    [159] 戴建华, 茅懋, 邵玲玲, 等.强对流天气预报检验新方法在上海的应用尝试.气象科技进展, 2013, 3(3):40-45. http://www.cnki.com.cn/Article/CJFDTOTAL-QXKZ201303011.htm
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