Citation: | Zhao Linna, Mu Xiuxiang, Ma Cuiping, et al. A review on stable precipitation type forecast in winter. J Appl Meteor Sci, 2021, 32(1): 12-24. DOI: 10. 10.11898/1001-7313.20210102. |
[1] |
Changnon S A.Characteristics of ice storms in the United States.J Appl Meteor, 2003, 42: 630-639. doi: 10.1175/1520-0450(2003)042<0630:COISIT>2.0.CO;2
|
[2] |
Zhao L N, Ma Q Y, Yang G M, et al.Disasters and its impact of a severe snow storm and freezing rain over southern China in January 2008.Climatic Environ Res, 13(4): 556-566.
|
[3] |
Millward A A, Kraft C E.Physical influences of landscape on a large-extent ecological disturbance:The northeastern North American ice storm of 1998.Landsc Ecol, 2004, 19(1): 99-111. doi: 10.1023/B:LAND.0000018369.41798.2f
|
[4] |
Carrière J M, Lainard C, LeBot C, et al.A climatological study of surface freezing precipitation in Europe.Meteor Appl, 2000, 7(3): 229-238. doi: 10.1017/S1350482700001560
|
[5] |
Cortinas Jr J V, Bernstein B C, Robbins C C, et al.Ananalysis of freezing rain, freezing drizzle, and ice pellets across the United States and Canada: 1976-90.Wea Forecasting, 2004, 19(1): 377-390.
|
[6] |
Sun Y, Yin D P, Gu P S, et al.The Spatial and temporal variations of different precipitation phases in eastern china during winter.Scientia Geographica Sinica, 2014, 34(3): 370-376.
|
[7] |
Liu Y F, Zhu G F, Zhao J, et al.Spatial and temporal variation of different precipitation type in the Loess Plateau area.Scientia Geographica Sinica, 2016, 36(8): 1227-1233.
|
[8] |
Li J, Guo X L, Sheng R F, et al.Statistical analysis of observed properties of ice-pellet precipitation in China.Trans Atmos Sci, 2016, 39(3): 349-360.
|
[9] |
Wang C H, Yao Y Q, Li G, et al.Variation characteristics of precipitation days with different phases in Yangtze-Huaihe region.Meteor Sci Technol, 2018, 46(4): 753-759.
|
[10] |
Wang X F, Cheng Z Q, Jiang L P.Analysis of a rare cryogenic freezing rain and snow event in cold wave weather over Guangdong Province in 2016.Meteor Sci Technol, 2019, 47(1): 106-115.
|
[11] |
Bennett W J.The sleet storm in northern New York, March 25-27.Mon Wea Rev, 1913, 41: 372-373. doi: 10.1175/1520-0493(1913)41<372:TSSINN>2.0.CO;2
|
[12] |
McQueen H R, Keith H C.The ice storm of January 7-10, 1956 over the Northeastern United States.Mon Wea Rev, 1956, 84: 35-45. doi: 10.1175/1520-0493(1956)084<0035:TISOJO>2.0.CO;2
|
[13] |
Wagner J A.Mean temperature from 1000 mb to 500 mb as a predictor of precipitation type.Bull Amer Meteor Soc, 1957, 38: 584-590. doi: 10.1175/1520-0477-38.10.584
|
[14] |
Stewart R E, Patrick K.Freezing precipitation in winter storms.Mon Wea Rev, 1987, 115: 1270-1280. doi: 10.1175/1520-0493(1987)115<1270:FPIWS>2.0.CO;2
|
[15] |
Ryzhkov A V, Zrnic D S.Discrimination between rain and snow with a polarimetric radar.J Appl Meteor, 1998, 37(10): 1228-1240. doi: 10.1175/1520-0450(1998)037<1228:DBRASW>2.0.CO;2
|
[16] |
Ikeda K, Steiner M, Pinto J, et al.Evaluation of cold-season precipitation forecasts generated by the hourly updating high-resolution rapid refresh model.Wea Forecasting, 2013, 28: 921-939. doi: 10.1175/WAF-D-12-00085.1
|
[17] |
Wandishin M S, Baldwin M E, Mullen S L.Short-range ensemble forecasts of precipitation type.Wea Forecasting, 2005, 20(4): 609-626.
|
[18] |
Reeves H D, Elmore K L, Ryzhkov A, et al.Sources of uncertainty in precipitation-type forecasting.Wea Forecasting, 2014, 29(4): 936-953. doi: 10.1175/WAF-D-14-00007.1
|
[19] |
Elmore K, Grams H, Apps D, et al.Verifying forecast precipitation type with mPING.Wea Forecasting, 2015, 30(3): 656-667. doi: 10.1175/WAF-D-14-00068.1
|
[20] |
Ikeda K, Steiner M, Thompso G.Examination of mixed-phase precipitation forecasts from the high-resolution rapid refresh model using surface observations and sounding data.Wea Forecasting, 2017, 32(3): 949-967. doi: 10.1175/WAF-D-16-0171.11
|
[21] |
Tong H, Zhang Y T.Diagnosis of precipitation types and its application in the GRAPES_MESO forecasts.Trans Atmos Sci, 2019, 42(4): 502-512.
|
[22] |
Reeves H D, Ryzhkov A V, Krause J.Discrimination between winter precipitation types based on spectral-bin microphysical modeling.J App Meteor Climatol, 2016, 55(8): 1747-1761. doi: 10.1175/JAMC-D-16-0044.1
|
[23] |
Branick M L.A climatology of significant winter-type weather events in the contiguous United States, 1982-94.Wea Forecasting, 1997, 12: 193-207. doi: 10.1175/1520-0434(1997)012<0193:ACOSWT>2.0.CO;2
|
[24] |
Zhao S S, Gao G, Zhang Q, et al.Climate characteristics of freezing weather in China.Meteor Mon, 2010, 36(3): 34-38.
|
[25] |
Wang H J, Qin J, Zhang J.On spatial-temporal distribution of the freezing weather in southern China.Resour Environ Yangtze Basin, 2010, 19(7): 839-846.
|
[26] |
Wang Z Y.Climatic characters and changes of ice freezing days in China.Chin J Atmos Sci, 2011, 35(3): 411-421. doi: 10.3878/j.issn.1006-9895.2011.03.03
|
[27] |
Zhang Z F, Xi S, Yu Y, et al.Climatic characteristics and variations of the gelivation weathers in China during 1961-2012.J Glaciol Geocryol, 2015, 37(6): 1435-1442.
|
[28] |
Li J, Guo X L, Zhou X N, et al.Characteristics of freezing rain, freezing drizzle, and freezing fog in China from 2011 to 2013.Chin J Atmos Sci, 2015, 39(5): 1038-1048.
|
[29] |
Ou J J, Zhou Y Q, Yang Q, et al.Analyses on spatial-temporal distributions and temperature-moisture structure of freezing rain in China.Plateau Meteor, 2011, 30(3): 692-699.
|
[30] |
Qi L B.Formation mechanism and forecast on freezing rain and ice pellet in winter of China.Meteor Mon, 2012, 38(7): 769-778.
|
[31] |
Liu Y L, Ren G Y, Yu H M, et al.Climatic characteristics of intense snowfall in China with its variation.J Appl Meteor Sci, 2013, 24(3): 304-313. doi: 10.3969/j.issn.1001-7313.2013.03.006
|
[32] |
Zhang Z F, Xi S, Liu N, et al.Snowfall change characteristics in China from 1961 to 2012.Resour Sci, 2015(9): 83-91.
|
[33] |
Qian X, Miao Q L, Zhai P M, et al.Cold-wet spells in mainland China during 1951-2011.Natural Hazards, 2014, 74(2): 931-946. doi: 10.1007/s11069-014-1227-z
|
[34] |
Meisinger C L.The precipitation of sleet and the formation of glaze in the eastern United States, January 20 to 25, 1920, with remarks on forecasting.Mon Wea Rev, 1920, 48: 73-80.
|
[35] |
Thériault J M, Stewart R E, Milbrandt J A, et al.On the simulation of winter precipitation types.J Geophys Res Atmos, 2006, 111(D18202): 1-11.
|
[36] |
Kain J S, Goss S M, Baldwin M E.The melting effect as a factor in precipitation-type forecasting.Wea Forecasting, 2000, 12(15): 700-714.
|
[37] |
Rauber R M, Olthoff L S, Ramamurthy M K, et al.The relative importance of warm rain and melting processes in freezing Precipitation events.J Appl Meteor, 2000, 39(7): 1185-1195. doi: 10.1175/1520-0450(2000)039<1185:TRIOWR>2.0.CO;2
|
[38] |
Brooks C F.The nature of sleet and how it is formed.Mon Wea Rev, 1920, 48: 69-73.
|
[39] |
Henry A J.The great glaze storm of 21-23 February 1922 in the upper lake region:Discussion of general conditions.Mon Wea Rev, 1922, 50: 77-82. doi: 10.1175/1520-0493(1922)50<77:DOGC>2.0.CO;2
|
[40] |
Huffman G J, Norman Jr G A.The supercooled warm rain process and the specification of freezing precipitation.Mon Wea Rev, 1988, 116(11): 2172-2182. doi: 10.1175/1520-0493(1988)116<2172:TSWRPA>2.0.CO;2
|
[41] |
Stewart R E.Precipitation types in the transition region of winter storms.Bull Amer Meteor Soc, 1992, 73(3): 287-296. doi: 10.1175/1520-0477(1992)073<0287:PTITTR>2.0.CO;2
|
[42] |
Yu X J.Environmental Conditions and Numerical Simulation of a Cold-air Snowstorm Event in Shandong Peninsula.Beijing:Chinese Academy of Meteorological Sciences, 2013.
|
[43] |
Yang C F, Tao Z Y, Li Z C.Overview of research on ocean (lake)-effect snow.Mar Sci Bull, 2009, 28(4): 81-88. doi: 10.3969/j.issn.1001-6392.2009.04.012
|
[44] |
Burnash R J, Hug F E.Predicting Precipitation Types.US Department of Commerce, Environmental Science Services Administration, Weather Bureau, Western Region, 1970.
|
[45] |
Guo Z G.Analysis and forecast of freezing rain.Meteor Mon, 1978(10): 10. doi: 10.7519/j.issn.1000-0526.1978.10.006
|
[46] |
La Chapelle E.Snow Layer Densification.Project Progress Report No.1, Alta Avalanche Study Center, US Department of Agriculture Forest Service, 1961.
|
[47] |
Olsen A.Snow or Rain? A Matter of Wet-bulb Temperature.Examensarbete vid institutionen för geovetenskaper, ISSN 1650-6553 Nr 48, 2003[2020-08-03].http://www.diva-portal.org/smash/get/diva2:968860/FULLTEXT01.pdf.
|
[48] |
Heppner P O G.Snow versus rain:Looking beyond the "magic" numbers.Wea Forecasting, 1992, 7(4): 683-691. doi: 10.1175/1520-0434(1992)007<0683:SVRLBT>2.0.CO;2
|
[49] |
Bocchieri J R.A new operational system for forecasting precipitation type.Mon Wea Rev, 1979, 107(6): 637-649. doi: 10.1175/1520-0493(1979)107<0637:ANOSFF>2.0.CO;2
|
[50] |
Glahn H R, Bocchieri J R.Objective estimation of the conditional probability of frozen precipitation.Mon Wea Rev, 1975, 103(1): 3-15. doi: 10.1175/1520-0493(1975)103<0003:OEOTCP>2.0.CO;2
|
[51] |
Keeter K K, Cline J W.The objective use of observed and forecast thickness values to predict precipitation type in North Carolina.Wea Forecasting, 1991, 6(4): 456-469. doi: 10.1175/1520-0434(1991)006<0456:TOUOOA>2.0.CO;2
|
[52] |
Zhang L N, Guo R, Zeng J, et al.Research on discrimination criterion of precipitation types in Beijing in winter.Plateau Meteor, 2013, 32(6): 1780-1786.
|
[53] |
Sui Y X, Yang J T, Wang J, et al.Preliminary study about the forecasting of winter precipitation types in Dalian.Meteor Mon, 2015, 41(4): 464-473.
|
[54] |
Duan Y X, Li D Q, Li D W, et al.Analysis on precipitation phase characteristics and its forecast methods of Shenyang.J Arid Meteor, 2016, 34(1): 51-57.
|
[55] |
Xu H, Zong Z P.Analysis on characteristics of thermal vertical structure evolution during the transition of precipitation type in winter.Plateau Meteor, 2014, 33(5): 1272-1280.
|
[56] |
Cao G F, Zhang S J, Zhu G Z.Weather Analysis and Forecast in Shandong Province.Beijing:China Meteorological Press, 1988.
|
[57] |
Xu A H, Qiao L, Zhan F X, et al.Diagnosis of a cold wave weather event in March 2005.Meteor Mon, 2006, 32(3): 49-55.
|
[58] |
Li J B, Li G E, Pei Y J, et al.Analysis on the phase transformation of precipitation during a strong cold wave happened in spring.Meteor Mon, 2009, 35(7): 87-94.
|
[59] |
Sun X, Cai X N, Chen C L, et al.Analysis of the 4 March 2007 heavy snowstorm in northeast China.Meteor Mon, 2011, 37(7): 863-870.
|
[60] |
Qi L B, Zhang Y.Research on winter precipitation types' discrimination criterion in eastern China.Meteor Mon, 2012, 38(1): 96-102.
|
[61] |
Yang C F, Jiang P, Zhang S L, et al.Analysis on temperature of precipitation types in cold seasons in Shandong.Meteor Mon, 2013, 39(3): 355-361.
|
[62] |
Zhang N, Pei Y J, Liu L, et al.Characteristic of phase conversion and its cause on a rainfall process in late spring.J Arid Meteor, 2014, 32(2): 275-280.
|
[63] |
You F C, Guo L X, Shi Y S, et al.Discrimination index of precipitation phase state and its verification in Beijing.J Meteor Environ, 2013, 29(5): 49-54. doi: 10.3969/j.issn.1673-503X.2013.05.008
|
[64] |
Sun Y, Yan W L, Yin D P, et al.Climatic characteristics and forecast of precipitation phase in winter of Jiangsu.J Meteor Sci, 2013, 33(3): 325-332.
|
[65] |
Thériault J M, Rasmussen R, Smith T, et al.A case study of processes impacting precipitation phase and intensity during the Vancouver 2010 Winter Olympics.Wea Forecasting, 2012, 27(6): 1301-1325. doi: 10.1175/WAF-D-11-00114.1
|
[66] |
Murray R.Rain and snow in relation to the 1000-700 mb and 1000-500 mb thickness and the freezing level.Meteorological Magazine, 1952, 81: 5-8.
|
[67] |
Pandolfo J P.An objective method for forecasting precipitation type during the winter months at New York City.Bull Amer Meteor Soc, 1957, 38(10): 571-574. doi: 10.1175/1520-0477-38.10.571
|
[68] |
Lumb F E.Cotswolds snowfall of 1 November, 1942.Meteorological Magazine, 1960, 89(1): 11-16.
|
[69] |
Booth B J.A simplified snow predictor.Meteorological Magazine, 1973, 102: 332-340.
|
[70] |
Huang Y X, Wang B J, Xiao W, et al.Precipitation phase state forecasting indicators under the complex topography condition.Arid Land Geography, 2016, 39(3): 521-529.
|
[71] |
Bourgouin P.A method to determine precipitation types.Wea Forecasting, 2000, 15(5): 583-592. doi: 10.1175/1520-0434(2000)015<0583:AMTDPT>2.0.CO;2
|
[72] |
Xia Q Y, Qian Z C, Tang Q H, et al.Researches on typing features of vertical temperature profiles of winter precipitation types.Meteor Disaster Reduction Res, 2015, 38(4): 54-59. doi: 10.3969/j.issn.1007-9033.2015.04.007
|
[73] |
Thériault J M, Stewart R E.A parameterization of the microphysical processes forming many types of winter precipitation.J Atmos Sci, 2010, 67(5): 1492-1508. doi: 10.1175/2009JAS3224.1
|
[74] |
Hux J D, Knappenberger P C, Michaels P J, et al.Development of a Discriminant Analysis Mixed Precipitation (DAMP) forecast model for mid-Atlantic winter storms.Wea Forecasting, 2001, 16(2): 248-259. doi: 10.1175/1520-0434(2001)016<0248:DOADAM>2.0.CO;2
|
[75] |
Cui J, Zhou X S, Chen L Q, et al.Forecasting of winter precipitation phase state in northeast China based on WRF mesoscale model.J Meteor Environ, 2011, 27(6): 1-6. doi: 10.3969/j.issn.1673-503X.2011.06.001
|
[76] |
Shi W H, Wang L, Han F, et al.Research on winter precipitation type forecast model in Liaocheng of Shandong Province based on physical parameters.J Arid Meteor, 2017, 35(5): 822-829.
|
[77] |
Liu J Y, Gu S N, Xu D F.Simulation study on precipitation phase state in two snowfall processes of south China.Plateau Meteor, 2013, 32(1): 179-190.
|
[78] |
Cheng C S, Auld H, Li G, et al.An automated synoptic typing procedure to predict freezing rain:An application to Ottawa, Ontario, Canada.Wea Forecasting, 2004, 19(4): 751-768. doi: 10.1175/1520-0434(2004)019<0751:AASTPT>2.0.CO;2
|
[79] |
Bocchieri J R, Maglaras G J.An improved operational system for forecasting precipitation type.Mon Wea Rev, 1983, 111(3): 405-419. doi: 10.1175/1520-0493(1983)111<0405:AIOSFF>2.0.CO;2
|
[80] |
Wetzel S W, Martin J E.An operational ingredients-based methodology for forecasting midlatitude winter season precipitation.Wea Forecasting, 2001, 16(1): 156-167. doi: 10.1175/1520-0434(2001)016<0156:AOIBMF>2.0.CO;2
|
[81] |
Cuviello M P.A Model for Refining Precipitation-type Forecasts for Winter Weather in the Piedmont Region of North Carolina on the Basis of Partial Thickness and Synoptic Weather Patterns.Dissertations & Theses-Gradworks, 2007.
|
[82] |
Ma X G, Qu X B, Li Y A, et al.Research and establishment of the basic conceptual model of freezing rain falling zone.Meteor Mon, 2010, 36(9): 68-73.
|
[83] |
Czys R R, Scott R W, Tang K C, et al.A physically based, nondimensional parameter for discriminating between locations of freezing rain and ice pellets.Wea Forecasting, 1996, 11(4): 591-600. doi: 10.1175/1520-0434(1996)011<0591:APBNPF>2.0.CO;2
|
[84] |
Zerr R J.Freezing rain:An observational and theoretical study.J Appl Meteor, 1997, 36(12): 1647-1661. doi: 10.1175/1520-0450(1997)036<1647:FRAOAT>2.0.CO;2
|
[85] |
Manikin G S.An Overview of Precipitation Type Forecasting Using NAM and SREF Data.21st Conf on Weather Analysis and Forecasting.Amer Meteor Soc, 2005.
|
[86] |
Thériault J M, Hung I, Vaquer P, et al.Precipitation characteristics and associated weather conditions on the eastern slopes of the Canadian Rockies during March-April 2015.Hydrol Earth Syst Sci, 2018, 22(8): 4491-4512. doi: 10.5194/hess-22-4491-2018
|
[87] |
Marshall J S, Palmer W M.The distribution of raindrops with size.J Meteor, 1948, 5(4): 165-166. doi: 10.1175/1520-0469(1948)005<0165:TDORWS>2.0.CO;2
|
[88] |
Tremblay A, Glazer A.An improved modeling scheme for freezing precipitation forecasts.Mon Wea Rev, 2000, 128(5): 1289-1308. doi: 10.1175/1520-0493(2000)128<1289:AIMSFF>2.0.CO;2
|
[89] |
Guo X, Guo X L, Chen B J, et al.Numerical simulation on the formation of large-size hailstones.J Appl Meteor Sci, 2019, 30(6): 651-664. doi: 10.11898/1001-7313.20190602
|
[90] |
Thériault J M, Stewart R E, Henson W.On the dependence of winter precipitation types on temperature, precipitation rate, and associated features.J Appl Meteor Climatol, 2010, 49(7): 1429-1442. doi: 10.1175/2010JAMC2321.1
|
[91] |
Lackmann G M, Keeter K, Lee L G, et al.Model representation of freezing and melting precipitation:Implications for winter weather forecasting.Wea Forecasting, 2002, 17(5): 1016-1033. doi: 10.1175/1520-0434(2003)017<1016:MROFAM>2.0.CO;2
|
[92] |
Minder J R, Durran D R, Roe G H.Mesoscale controls on the mountainside snow line.J Atmos Sci, 2011, 68(9): 2107-2127. doi: 10.1175/JAS-D-10-05006.1
|
[93] |
Woods C P, Stoelinga M T, Locatelli J D.The IMPROVE-1 storm of 1-2 February 2001.Part Ⅲ:Sensitivity of a mesoscale model simulation to the representation of snow particle types and testing of a bulk microphysical scheme with snow habit prediction.J Atmos Sci, 2007, 64(11): 3927-3948. doi: 10.1175/2007JAS2239.1
|
[94] |
Thériault J M, Stewart R E.On the effects of vertical air velocity on winter precipitation types.Nat Hazard Earth Sys, 2007, 7: 231-242. doi: 10.5194/nhess-7-231-2007
|
[95] |
Barszcz A, Milbrandt J A, Thériault J M.Improving the explicit prediction of freezing rain in a kilometer-scale numerical weather prediction model.Wea Forecasting, 2018, 33(3): 767-782. doi: 10.1175/WAF-D-17-0136.1
|
[96] |
Schuur T J, Park H S, Ryzhkov A V, et al.Classification of precipitation types during transitional winter weather using the RUC Model and polarimetric radar retrievals.J Appl Meteor, 2012, 51(4): 763-779. doi: 10.1175/JAMC-D-11-091.1
|
[97] |
Benjamin S G, Brown J M, Smirnova T G.Explicit precipitation-type diagnosis from a model using a mixed-phase bulk cloud-precipitation microphysics parameterization.Wea Forecasting, 2016, 31(2): 609-619. doi: 10.1175/WAF-D-15-0136.1
|
[98] |
Thompson G, Rasmussen R M, Manning K.Explicit forecasts of winter precipitation using an improved bulk microphysics scheme.Part Ⅰ:Description and sensitivity analysis.Mon Wea Rev, 2004, 132(2): 519-542. doi: 10.1175/1520-0493(2004)132<0519:EFOWPU>2.0.CO;2
|
[99] |
Baldwin M, Treadon R, Contorno S.Precipitation Type Prediction Using a Decision tree Approach with NMCs Mesoscale eta Model//Proceedings 10th Conference on Numerical Weather Prediction.Amer Meteor Soc, 1994: 30-31.
|
[100] |
Ramer J.An Empirical Technique for Diagnosing Precipitation type from Model Output//Fifth Int Conf on Aviation Weather Systems.Amer Meteor Soc, 1993: 227-230.
|
[101] |
Reeves H D.The uncertainty of precipitation-type observations and its effect on the validation of forecast precipitation type.Wea Forecasting, 2016, 31(6): 1961-1971. doi: 10.1175/WAF-D-16-0068.1
|
[102] |
Robbins C C, Cortinas Jr J V.Local and synoptic environments associated with freezing rain in the contiguous United States.Wea Forecasting, 2002, 17(1): 47-65. doi: 10.1175/1520-0434(2002)017<0047:LASEAW>2.0.CO;2
|
[103] |
Bernstein B C.Regional and local influences on freezing drizzle, freezing rain, and ice pellet events.Wea Forecasting, 2000, 15(5): 485-508. doi: 10.1175/1520-0434(2000)015<0485:RALIOF>2.0.CO;2
|
[104] |
Roebber P J, Gyakum J R.Orographic influences on the mesoscale structure of the 1998 ice storm.Mon Wea Rev, 2003, 131(1): 27-50. doi: 10.1175/1520-0493(2003)131<0027:OIOTMS>2.0.CO;2
|
[105] |
Chang W T, Gao W H, Duan Y H, et al.The impact of cloud microphysical processes on typhoon numerical simulation.J Appl Meteor Sci, 2019, 30(4): 443-455. doi: 10.11898/1001-7313.20190405
|
[106] |
Zhang M, Yu H P, Huang J P, et al.Assessment on unsystematic errors of GRAPES_GFS 2.0.J Appl Meteor Sci, 2019, 30(3): 332-344. doi: 10.11898/1001-7313.20190307
|
[107] |
Wang C X, Gao S T, Ran L K, et al.Effects of topographic perturbation on the precipitation distribution in Sichuan.J Appl Meteor Sci, 2019, 30(5): 586-597. doi: 10.11898/1001-7313.20190507
|
[108] |
Wei G F, Liu H J, Wu Q S, et al.Multi-model consensus forecasting technology with optimal weight for precipitation intensity levels.J Appl Meteor Sci, 2020, 31(6): 668-680. doi: 10.11898/1001-7313.20200603
|
[109] |
Dong Q, Zhang F, Zong Z P.Objective precipitation type forecast based on ECMWF ensemble prediction product.J Appl Meteor Sci, 2020, 31(5): 527-542. doi: 10.11898/1001-7313.20200502
|
[110] |
Chen Y W, Huang X M, Li Y, et al.Ensemble learning for bias correction of station temperature forecast based on ECMWF products.J Appl Meteor Sci, 2020, 31(4): 494-503. doi: 10.11898/1001-7313.20200411
|
[111] |
Zhi X F, Zhao C.Heavy precipitation forecasts based on multi-model ensemble members.J Appl Meteor Sci, 2020, 31(3): 303-314. doi: 10.11898/1001-7313.20200305
|
[112] |
Cortinas J V, Brill K F, Baldwin M E.Probabilistic Forecasts of Precipitation Type.16th Conf on Probability and Statistics in the Atmospheric Sciences.Amer Meteor Soc, 2012.
|
[113] |
Manikin G S, Brill K F, Ferrier B.An Eta Model Precipitation Type Mini-ensemble for Winter Weather Forecasting.16th Conf on Numerical Weather Prediction.Amer Meteor Soc, 2004.
|
[114] |
Scheuerer M, Gregory S, Hamill T M, et al.Probabilistic precipitation-type forecasting based on GEFS ensemble forecasts of vertical temperature profiles.Mon Wea Rev, 2017, 145(4): 1401-1412. doi: 10.1175/MWR-D-16-0321.1
|
[115] |
Forbes R, Tsonevsky I, Hewson T, et al.Towards predicting high-impact freezing rain events.ECMWF Newsletter, 2014, 141: 15-21.
|
[116] |
Gascón E, Hewson T, Haiden T.Improving predictions of precipitation type at the surface:Description and verification of two new products from the ECMWF ensemble.Wea Forecasting, 2018, 33(1): 89-108. doi: 10.1175/WAF-D-17-0114.1
|
[117] |
ECMWF.ECMWF IFS Documentation Cy43R1, Part Ⅳ: Physical Processes, 2016: 118-120.
|
[118] |
Dong Q, Hu N, Zong Z P.Application and verification of the ECMWF precipitation type forecast product (PTYPE).Meteor Mon, 2020, 46(9): 1210-1221.
|
[119] |
Moon Seung-Hyun, Kim Yong-Hyuk.An improved forecast of precipitation type using correlation-based feature selection and multinomial logistic regression.Atmos Res, 2020, 240, 104928. doi: 10.1016/j.atmosres.2020.104928
|
[120] |
Dong Q, Huang X Y, Zong Z P.Comparison of artificial nueral network and linear regression methods in forecasting precipitation types.Meteor Mon, 2013, 39(3): 324-332. doi: 10.3969/j.issn.1000-6362.2013.03.012
|
[121] |
Peng X Y, Qiu W, Li W J, et al.Apply the data digging technique on discerning the precipitation type.Bull Sci Technol, 2018, 34(1): 44-47.
|
[122] |
Li Y, Chen H L.Review of machine learning approaches for modern agrometeorology.J Appl Meteor Sci, 2020, 31(3): 257-266. doi: 10.11898/1001-7313.20200301
|