收稿日期: 2019-04-24
修回日期: 2019-07-19
网络出版日期: 2019-10-11
基金资助
夏季高温中期预报方法研究”(2015BAC03B04);气象预报业务关键技术发展专项“发展11-30天延伸期客观定量预报关键技术”(编号:YBGJXM(2018)04)
Advances and Development Countermeasures of 10~30 days Extended-range Forecasting Technology in China
Received date: 2019-04-24
Revised date: 2019-07-19
Online published: 2019-10-11
Supported by
the National Science and Technology Support Program "The study of medium range technological forecasting about heavy precipitation in typical rainy season and the heat wave process in summer"(2015BAC03B04);The Project for Development of Key Techniques in Meteorological Forecasting Operation “Development of objective quantitative forecasting key technology in the extend range from 11-30 days” (No.YBGJXM(2018)04)
金荣花 , 马杰 , 任宏昌 , 尹姗 , 蔡芗宁 , 黄威 . 我国10~30天延伸期预报技术进展与发展对策[J]. 地球科学进展, 2019 , 34(8) : 814 -825 . DOI: 10.11867/j.issn.1001-8166.2019.08.0814
The 10~30 days extended-range forecasting technology is a worldwide problem, but it plays a very important role in meteorological disaster prevention and mitigation decision-making services and meteorological support services for major activities in China. In the past decade, China has carried out beneficial explorations in 10-30 days extended-range forecasting theory and technology and made some progress. Based on the introduction of the theory and technology of extended-range forecast, this paper systematically introduced the technical progress of China’s extended-range forecasting service; combining with the development trend of numerical model and the demand of future extended-range forecast, here we analyzed the specific technical problems and challenges in China’s extended-range forecast service, and finally proposed the development ideas of future extended-range forecast service.
1 | Zhai Panmao , Ni Yunqi , Chen Yang . Mechanism and forecasting method of persistent extreme weather events: Review and prospect[J]. Advances in Earth Science, 2013, 28(11):1 177-1 188. |
1 | 翟盘茂,倪允琪,陈阳 . 我国持续性重大天气异常成因与预报方法研究回顾与未来展望[J]. 地球科学进展,2013,28(11):1 177-1 188. |
2 | Lorenz E N . Deterministic nonperiodic flow[J]. Journal of Atmospheric Sciences, 1963,20(2):130-141. |
3 | Jifan Chou . Long Term Numerical Forecasts[M]. Beijing: China Meteorological Press, 1986:329. |
3 | 丑纪范 . 长期数值天气预报[M].北京:气象出版社,1986:329. |
4 | Jifan Chou . New Developments in Atmospheric Dynamics[M]. Lanzhou: Lanzhou University Press, 1990:214. |
4 | 丑纪范 . 大气动力学的新进展[M].兰州:兰州大学出版社,1990: 214. |
5 | Li Jianping , Ding Ruiqiang . Temporal spatial distributions of predictability limit of short term climate[J]. Chinese Journal of Atmospheric Sciences,2008, 32(4):975-986. |
5 | 李建平, 丁瑞强 . 短期气候可预报期限的时空分布[J]. 大气科学, 2008, 32(4):975-986. |
6 | Wang Taiwei , Chen Dehui . A brief overview of ensemble forecasts[J]. Journal of Meteorological Research and Application, 2007, 28(1):6-12. |
6 | 王太微,陈德辉 .数值预报发展新方向—集合数值预报[J]. 气象研究与应用,2007, 28(1):6-12. |
7 | Jifan Chou . Nonlinear and Complexity of Atmospheric Sciences[M]. Beijing: China Meteorological Press, 2002. |
7 | 丑纪范 . 大气科学中的非线性与复杂性[M]. 北京: 气象出版社, 2002. |
8 | Delsole T . Predictability and information theory. Part I—Measures of predictability[J]. Journal of the Atmospheric Sciences, 2004, 61:2 425-2 440. |
9 | Jifan Chou , Xie Zhihui , Wang Shigong . An alternative approach to the establishment of a 6-15 day numerical weather prediction service system[J]. Military Meteorology and Hydrology, 2006, (3): 4-9. |
9 | 丑纪范, 谢志辉, 王式功 . 建立6-15天数值天气预报业务系统的另类途径[J]. 军事气象水文,2006, (3): 4-9. |
10 | Mu Mu , Li Jianping , Jifan Chou , et al . Theoretical research on the predictability of climate system[J]. Climatic and Environmental Research, 2002, 7(2):227-235. |
10 | 穆穆, 李建平, 丑纪范, 等 .气候系统可预报性理论研究[J]. 气候与环境研究, 2002, 7(2):227-235. |
11 | Baldwin M P , Stephenson D B , Thompson D W J , et al . Stratospheric memory and skill of extended-range weather forecasts[J]. Science, 2003, 301(5 633): 636-640. |
12 | Reichler T J , Roads J O . The role of boundary and initial conditions for dynamical seasonal predictability[J]. Nonlinear Processes in Geophysics, 2003, 10(3): 211-232. |
13 | Hoskins B . The potential for skill across the range of the seamless weather-climate prediction problem: A stimulus for our science[J]. Quarterly Journal of the Royal Meteorological Society, 2013, 139(672): 573-584. |
14 | Tao Shiyan , Ding Yihui , Zhou Xiaoping . Study of heavy rain and severe convective weather[J]. Scientia Atmospherica Sinica, 1979,(3):227-238. |
14 | 陶诗言, 丁一汇, 周晓平 . 暴雨和强对流天气的研究[J]. 大气科学, 1979,(3):227-238. |
15 | Browning K A . Nowcasting[M]. London: Academic Press, 1982:256. |
16 | Jifan Chou . Predictability of weather and climate[J]. Advances in Meteorological Science and Technology, 2011, 1(2):11-14. |
16 | 丑纪范 . 天气和气候的可预报性[J]. 气象科技进展, 2011, 1(2):11-14. |
17 | Chao Jiping , Ji Jinjun , He Jiaye , et al . The physical basis of a long-term numerical weather prediction method[J]. Chinese Science Bulletin, 1977, (2): 162-172. |
17 | 巢纪平, 季劲钧, 何家骅, 等 . 一种长期数值天气预报方法的物理基础[J]. 中国科学, 1977, (2): 162-172. |
18 | Chao Jiping , Ji Jinjun , Zhu Zhihui ,et al . Filtering method for long-term numerical weather prediction[J].Chinese Science Bulletin, 1979, (1): 75-84. |
18 | 巢纪平, 季劲钧, 朱志辉, 等 . 长期数值天气预报的滤波方法[J]. 中国科学, 1979, (1): 75-84. |
19 | Li Zechun , Chen Dehui . The development and application of the operational ensemble prediction system at National Meteorological Center[J]. Journal of Applied Meteorological Science, 2002,13(1):1-15. |
19 | 李泽椿,陈德辉 .国家气象中心集合数值预报业务系统的发展及应用[J]. 应用气象学报, 2002,13(1):1-15. |
20 | Jin Ronghua , Ma Jie , Bi Baogui . Research advancement and operation status about the extended range forecast from 10 to 30 days[J]. Desert and Oasis Meteorology, 2010, 4(2):1-5. |
20 | 金荣花,马杰,毕宝贵 . 10-30天延伸期预报研究进展和业务现状[J].沙漠与绿洲气象, 2010, 4(2):1-5. |
21 | Wang Yafei , Li Yan , Li Pingyun , et al . The large scale circulation of the snow disaster in south China in the beginning of 2008[J]. Acta Meteorologica Sinica, 2008, 66(5):826-835. |
21 | 王亚非, 李琰, 李萍云,等 . 2008年初中国南方雪灾大尺度环流背景分析[J]. 气象学报, 2008, 66(5):826-835. |
22 | Li Yan , Wang Shigong , Jin Ronghua , et al . Abnormal characteristics of blocking high during durative low temperature, snowfall and freezing weather in Southern China[J]. Plateau Meteorology, 2012, 31(1):94-101. |
22 | 李艳, 王式功, 金荣花,等 . 我国南方低温雨雪冰冻灾害期间阻塞高压异常特征分析[J]. 高原气象, 2012, 31(1):94-101. |
23 | Zhang C , Gottschalck J , Maloney E D , et al . Cracking the MJO nut[J]. Geophysical Research Letters, 2013, 40(6):1 223-1 230. |
24 | Zhang L , Wang B Z , Zeng Q C . Impact of the Madden-Julian oscillation on summer rainfall in Southeast China[J]. Journal of Climate, 2009, 22(2):201-216. |
25 | Yuan Wei , Yang Haijun . On the Modulation of MJO to the precipitation of southeast China in winter season[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2010, 46(2):207-214. |
25 | 袁为, 杨海军 . Madden-Julian振荡对中国东南部冬季降水的调制[J]. 北京大学学报:自然科学版, 2010, 46(2):207-214. |
26 | Jeong J H , Ho C H , Kim B M , et al . Influence of the Madden‐Julian Oscillation on wintertime surface air temperature and cold surges in East Asia[J]. Journal of Geophysical Research Atmospheres, 2005,110(D11). DOI:10.1029/2004JD005408 . |
27 | Chen Xiong , Li Chongyin , Tan Yanke , et al . The environmental characteristics of strong/weak MJO activity over the tropical western Pacific in winter[J]. Journal of Tropical Meteorology, 2015, 31(1): 1-10. |
27 | 陈雄, 李崇银, 谭言科,等 . 冬季热带西太平洋MJO活动强弱年的环境场特征[J]. 热带气象学报, 2015, 31(1): 1-10. |
28 | Saha S , Moorthi S , Wu X , et al . The NCEP climate forecast system version 2[J]. Journal of Climate, 2014, 27(6):2 185-2 208. |
29 | Cui B , Toth Z , Zhu Y , et al . Bias correction for global ensemble forecast[J]. Weather and Forecasting, 2012, 27: 396-410. |
30 | Cui B , Zhu Y , Toth Z , et al . Development of Statistical Post-processor for NAEFS[J]. 2015. [2018-12-20].. |
31 | Sloughter J M L , Raftery A E , Gneiting T , et al . Probabilistic quantitative precipitation forecasting using Bayesian model averaging[J]. Monthly Weather Review, 2007, 135(9): 3 209-3 220. |
32 | Yuan H , Gao X , Mullen S L , et al . Calibration of probabilistic quantitative precipitation forecasts with an artificial neural network[J]. Weather Forecasting, 2007, 22: 1 287-1 303. |
33 | Glahn M R , Peroutka J , Wiedenfeld J L ,et al . MOS uncertainty estimates in an ensemble framework[J]. Monthly Weather Review, 2009, 137: 246-268. |
34 | Zhu Y , Luo Y . Precipitation calibration based on the frequency-matching method[J]. Weather Forecasting, 2015, 30(5):1 109-1 124. |
35 | Guan H , Cui B , Zhu Y . Improvement of statistical postprocessing using GEFS reforecast information[J]. Weather Forecasting, 2015, 30(4): 841-854. |
36 | Xu Yiming . Suggestions to deal with the frequent occurrence of extreme weather events in the context of global warming[J]. Science and Technology Industry of China, 2008, (3):24-25. |
36 | 徐一鸣 . 应对全球气候变暖背景下极端天气事件频发的建议[J]. 中国科技产业, 2008, (3):24-25. |
37 | Zhai Panmao , Liu Jing . Extreme weather /climate events and disaster prevention and mitigation under global warming background[J]. Chinese Engineering Science, 2012, 14(9): 55-63. |
37 | 翟盘茂,刘静 . 气候变暖背景下的极端天气气候事件与防灾减灾[J]. 中国工程科学, 2012, 14(9): 55-63. |
38 | Ma Jie , Jin Ronghua , Zong Zhiping , et al . Analysis of predictability in extended range forecast[J]. Desert and Oasis Meteorology, 2019,13(3):137-143. |
38 | 马杰,金荣花,宗志平,等 .延伸期预报中的可预报性浅析[J].沙漠与绿洲气象,2019,13(3):137-143. |
/
〈 |
|
〉 |