我国云降水物理飞机观测研究进展

郭学良; 付丹红; 郭欣; 方春刚

doi:10.11898/1001-7313.20210601

我国云降水物理飞机观测研究进展

DOI: 10.11898/1001-7313.20210601

1.
中国科学院大气物理研究所, 北京 100029
2.
北京市人工影响天气中心, 北京 100089
3.
中国气象局云雾物理环境重点开放实验室, 北京 100081

资助项目:

第二次青藏高原综合科学考察 2019QZKK0104

西北人影工程试验项目 ZQC-R18208-1

中国气象科学研究院发展基金 2020KJ016

详细信息

通信作者:
郭学良, 邮箱: guoxl@mail.iap.ac.cn

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出版历程
- 收稿日期: 2021-10-04
- 修回日期: 2021-10-19
- 刊出日期: 2021-11-23

Advances in Aircraft Measurements of Clouds and Precipitation in China

1.
Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029
2.
Beijing Weather Modification Center, Beijing 100089
3.
Key Laboratory for Cloud Physics of China Meteorological Administration, Beijing 100081

摘要

摘要: 飞机观测是云中粒子相态、分布和转化特征的重要探测技术。我国云降水物理飞机观测开始于20世纪60年代,经过60多年的发展,在飞机平台、机载测量技术、云微物理结构和降水形成机制认识等方面均取得了长足进步。发现积层混合云中对流泡区具有更高的过冷水含量,凇附增长起重要作用,符合“播撒-供给”降水形成机制,而在层云区,当云厚度较小时,过冷水含量很少,冰雪晶的凝华、聚并增长起主导作用,并不符合“播撒-供给”降水形成机制,而当云厚度较大时,过冷水含量较为丰富,凝华、聚并和凇附增长起主导作用,基本符合“播撒-供给”降水形成机制；我国北方冬季降雪过程的形成机制主要是凝华-聚并机制,只有在水汽非常充足、云较厚的情况下,凇附增长过程才具有重要作用。近年虽然在人工影响天气播撒效应、数值模式云物理过程验证、卫星及雷达遥感数据检验、对流云结构观测等方面也取得了一些进展,但仍较薄弱,亟待加强。
- 云降水物理;
- 飞机观测;
- 降水形成机制
Abstract: Aircraft measurement is an important way in observing the phase, distribution and conversion of clouds and precipitation particles in clouds. The data of aircraft measurements are the foundation for clarifying cloud microphysical structure and precipitation formation mechanism, as well as the parameterization of cloud physical processes in numerical model. The main achievements in technology, instrument and research of aircraft measurements in China are summarized.The aircraft measurements of clouds and precipitation started in the 1960s with an airborne aluminum foil sampler in China, and then size distribution, number concentration and images were acquired with a microscope. Early in the 1980s, the particle measuring system (PMS) was firstly imported and used. After 60 years of development, China has made important advances and achievements in aircraft measurement platform, airborne measurement technology and research in cloud microphysical processes and precipitation formation mechanisms. Some important research results are summarized as follows. First, the properties of atmospheric aerosols and conversion into cloud condensation nuclei (CCN) are found to be closely related with atmospheric stratification, aerosol origins and secondary aerosol formation. The atmospheric inversion plays a critical role in the accumulation of aerosols in low levels. The secondary aerosols formed in air pollution events have low conversion rate as CCN since the aerosols are fine particles and need higher supersatuation for nucleation, and the high-level large-size dust aerosols have higher conversion rate. Second, the microphysical properties of stratiform clouds and stratiform clouds with embedded convection are closely associated not only with cloud-top temperature, water vapor content and cloud thickness, but also with the location in the high-level trough and cold/warm frontal system. The embedded convection region has more supercooled water and the riming process is critical, and the precipitation formation follows the seeder-feeder mechanism. In the thinner stratiform region, the supercooled water content is less, deposition and aggregation are dominant, and therefore the precipitation formation cannot follow the seeder-feeder mechanism. However, when clouds grow moister and thicker, the deposition, aggregation, and riming processes are dominant. Third, the microphysical formation mechanism in winter snow events in northern China are mainly due to deposition and aggregation processes. Only under the condition with plentiful water vapor and deeper cloud, the riming process is important. Aircraft measurements are important in verifying the microphysical processes in numerical model, however, the current studies are only limited in direct comparisons. The improvements of microphysical processes in a model through parameterization of aircraft measurements are very limited. In addition, aircraft measurements in convective clouds, warm-rain microphysics and applications in cloud seeding effectiveness evaluation and verification in remote sensing observational data are still insufficient.
- clouds and precipitation;
- aircraft measurements;
- precipitation formation mechanism

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参考文献(69)

[1]	廖捷, 熊安元. 我国飞机观测气象资料概况及质量分析. 应用气象学报, 2010, 21(2): 206-213. http://qikan.camscma.cn/article/id/20100210 Liao J, Xiong A Y. Introduction and quality analysis of Chinese aircraft meteorological data. J Appl Meteor Sci, 2010, 21(2): 206-213. http://qikan.camscma.cn/article/id/20100210
[2]	马舒庆, 汪改, 潘毅, 等. 微型探空飞机解析测风方法. 大气科学, 1999, 23(3): 377-384. doi: 10.3878/j.issn.1006-9895.1999.03.15 Ma S Q, Wang G, Pan Y, et al. An analytical method for wind measurements by a mini-aircraft. Chinese J Atmos Sci, 1999, 23(3): 377-384. doi: 10.3878/j.issn.1006-9895.1999.03.15
[3]	李大山. 人工影响天气现状与展望. 北京: 气象出版社, 2002: 65-86. Li D S. Status and Prospect of Weather Modification. Beijing: China Meteorological Press, 2002: 65-86.
[4]	郭学良, 郑国光. 中国人工影响天气事业50年回顾与展望——中国人工影响天气事业50周年纪念文集. 北京: 气象出版社, 2009: 136-160. Guo X L, Zheng G G. Review and Prospect of Weather Modification for 50 Years in China: Collections for the 50th Anniversary of Weather Modification in China. Beijing: China Meteorological Press, 2009: 136-160.
[5]	雷恒池, 洪延超, 赵震, 等. 近年来云降水物理和人工影响天气研究进展. 大气科学, 2008, 32(4): 967-974. doi: 10.3878/j.issn.1006-9895.2008.04.21 Lei H C, Hong Y C, Zhao Z, et al. Advances in cloud and precipitation physics and weather modification in recent years. Chinese J Atmos Sci, 2008, 32(4): 967-974. doi: 10.3878/j.issn.1006-9895.2008.04.21
[6]	郑国光, 郭学良. 人工影响天气科学技术现状及发展趋势. 中国工程科学, 2012, 14(9): 20-27. https://www.cnki.com.cn/Article/CJFDTOTAL-GCKX201209005.htm Zheng G G, Guo X L. Status and development of sciences and technology for weather modification. Eng Sci, 2012, 14(9): 20-27. https://www.cnki.com.cn/Article/CJFDTOTAL-GCKX201209005.htm
[7]	Guo X L, Fu D H, Li X Y, et al. Advances in cloud physics and weather modification in China. Adv Atmos Sci, 2015, 32(2): 230-249. doi: 10.1007/s00376-014-0006-9
[8]	郭学良, 方春刚, 卢广献, 等. 2008-2018年我国人工影响天气技术及应用进展. 应用气象学报, 2019, 30(6): 641-650. doi: 10.11898/1001-7313.20190601 Guo X L, Fang C G, Lu G X, et al. Progresses of weather modification technologies and applications in China from 2008 to 2018. J Appl Meteor Sci, 2019, 30(6): 641-650. doi: 10.11898/1001-7313.20190601
[9]	游来光, 熊光莹, 高明忍, 等. 春季吉林地区层状冷云中冰晶的形成与雪晶增长特点. 气象学报, 1965, 37(4): 423-433. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB196504004.htm You L G, Xiong G Y, Gao M R, et al. Ice crystal formation and snow crystal growth in stratiform cold clouds in the spring of Jilin region. Acta Meteor Sinica, 1965, 37(4): 423-433. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB196504004.htm
[10]	孙可富, 游来光. 1963年4-6月吉林地区降水性层状冷云中的冰晶与雪晶. 气象学报, 1965, 37(3): 265-272. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB196503000.htm Sun K F, You L G. Crystals of ice and snow in precipitating stratiform clouds from April to June of 1963 in the Jilin region. Acta Meteor Sinica, 1965, 37(3): 265-272. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB196503000.htm
[11]	黄美元, 何珍珍, 沈志来. 暖性层积云中大云滴分布特征. 气象学报, 1983, 41(3): 358-364. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB198303013.htm Huang M Y, He Z Z, Shen Z L. Distribution characteristics of large-size cloud droplets in warm strati-cumulus clouds. Acta Meteor Sinica, 1983, 41(3): 358-364. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB198303013.htm
[12]	牛生杰, 马铁汉, 管月娥, 等. 宁夏夏季降水性层状云微结构观测分析. 高原气象, 1992, 11(3): 241-248. https://www.cnki.com.cn/Article/CJFDTOTAL-GYQX199203002.htm Niu S J, Ma T H, Guan Y E, et al. Observation analysis of the microstructures of precipitation sheet clouds in summer over Ningxia. Plateau Meteor, 1992, 11(3): 241-248. https://www.cnki.com.cn/Article/CJFDTOTAL-GYQX199203002.htm
[13]	Jones R F. Size-distribution of ice crystals in cumulonimbus clouds. Quart J Roy Meteor Soc, 1960, 86(368): 187-194. doi: 10.1002/qj.49708636808
[14]	Durbin W G. Recent aircraft research into cloud physics. Weather, 1958, 13(5): 143-151. doi: 10.1002/j.1477-8696.1958.tb02354.x
[15]	Fugal J P, Shaw R A. Cloud particle size distributions measured with an airborne digital in-line holographic instrument. Atmos Meas Tech, 2009, 2(1): 259-271. doi: 10.5194/amt-2-259-2009
[16]	郭学良, 于子平, 杨泽后, 等. 高性能机载云粒子成像仪研制及应用. 气象学报, 2020, 78(6): 1050-1064. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202006013.htm Guo X L, Yu Z P, Yang Z H, et al. Development and application of the high-performance airborne cloud particle imager. Acta Meteor Sinica, 2020, 78(6): 1050-1064. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202006013.htm
[17]	Herzegh P H, Hobbs P V. The mesoscale and microscale structure and organization of clouds and precipitation in midlatitude cyclones. Ⅱ: Warm-frontal clouds. J Atmos Sci, 1980, 37: 597-611. doi: 10.1175/1520-0469(1980)037<0597:TMAMSA>2.0.CO;2
[18]	Lawson R P, Stewart R E, Strapp J W, et al. Aircraft observations of the origin and growth of very large snowflakes. Geophys Res Lett, 1993, 20: 53-56. doi: 10.1029/92GL02917
[19]	Lawson R P, Zuidema P. Aircraft microphysical and surface-based radar observations of summertime Arctic clouds. J Atmos Sci, 2009, 66: 3505-3529. doi: 10.1175/2009JAS3177.1
[20]	McFarquhar G M, Black R A. Observations of particle size and phase in tropical cyclones: Implications for mesoscale modeling of microphysical processes. J Atmos Sci, 2004, 61: 422-439. doi: 10.1175/1520-0469(2004)061<0422:OOPSAP>2.0.CO;2
[21]	Evans A G, Locatelli J D, Stoelinga M T, et al. The IMPROVE-1 storm of 1-2 February 2001. Part Ⅱ: Cloud structures and the growth of precipitation. J Atmos Sci, 2005, 62: 3456-3473. doi: 10.1175/JAS3547.1
[22]	游来光, 王守荣, 王鼎丰, 等. 新疆冬季降雪微结构及其增长过程的初步研究. 气象学报, 1989, 47(1): 73-81. doi: 10.3321/j.issn:0577-6619.1989.01.002 You L G, Wang S R, Wang D F, et al. The microphysical structure of snow cloud and the growth process of snow in winter in Xinjiang. Acta Meteor Sinica, 1989, 47(1): 73-81. doi: 10.3321/j.issn:0577-6619.1989.01.002
[23]	游来光, 李炎辉, 刘玉宝. 自然云中冰晶生成的核化过程及雪晶对过冷云滴的撞冻. 气象学报, 1992, 50(2): 232-238. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB199202010.htm You L G, Li Y H, Liu Y B. On the nucleation processes of ice crystal and the collision efficiency between the dendritic snow crystal and droplets in natural clouds. Acta Meteor Sinica, 1992, 50(2): 232-238. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB199202010.htm
[24]	王谦, 游来光, 胡志晋. 新疆乌鲁木齐地区冬季层积云研究——个例的观测结果与分析. 气象学报, 1987, 45(1): 2-12. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB198701001.htm Wang Q, You L G, Hu Z J. The study on the winter stratocumulus cloud over Vrümqi, Xinjiang, China-Structure and evolution. Acta Meteor Sinica, 1987, 45(1): 2-12. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB198701001.htm
[25]	刘玉宝, 游来光, 胡志晋. 新疆准噶尔盆地冬季系统性降水研究——Ⅰ. 降水模型. 气象科学研究院院刊, 1988, 3(1): 36-45. https://www.cnki.com.cn/Article/CJFDTOTAL-YYQX198801004.htm Liu Y B, You L G, Hu Z J. A study on the frontal snowfall in Zhungeer basin of Xinjiang in winter. Part Ⅰ: Precipitation pattern. J Academy Meteor Sci, 1988, 3(1): 36-45. https://www.cnki.com.cn/Article/CJFDTOTAL-YYQX198801004.htm
[26]	陈万奎, 游来光. 融化层附近降水粒子微物理特征的个例分析. 气象科学研究院院刊, 1987, 2(2): 143-150. https://www.cnki.com.cn/Article/CJFDTOTAL-YYQX198702003.htm Chen W K, You L G. A case study on microphysical characteristics of precipitation particals near the melting layer. J Academy Meteor Sci, 1987, 2(2): 143-150. https://www.cnki.com.cn/Article/CJFDTOTAL-YYQX198702003.htm
[27]	范烨, 郭学良, 付丹红, 等. 北京及周边地区2004年8、9月间大气气溶胶分布特征观测分析. 气候与环境研究, 2007, 12(1): 49-62. doi: 10.3969/j.issn.1006-9585.2007.01.006 Fan Y, Guo X L, Fu D H, et al. Observational studies on aerosol distribution during August to September in 2004 over Beijing and its surrounding areas. Clim Environ Res, 2007, 12(1): 49-62. doi: 10.3969/j.issn.1006-9585.2007.01.006
[28]	Lu G X, Guo X L. Distribution and origin of aerosol and its transform relationship with CCN derived from the spring multi-aircraft measurements of Beijing Cloud Experiment (BCE). Chinese Sci Bull, 2012, 57: 2460-2469. doi: 10.1007/s11434-012-5136-9
[29]	石立新, 段英. 华北地区云凝结核的观测研究. 气象学报, 2007, 65(4): 644-652. doi: 10.3321/j.issn:0577-6619.2007.04.016 Shi L X, Duan Y. Observations of cloud condensation nuclei in North China. Acta Meteor Sinica, 2007, 65(4): 644-652. doi: 10.3321/j.issn:0577-6619.2007.04.016
[30]	段婧, 楼小凤, 陈勇, 等. 基于航测的珠三角气溶胶垂直分布及活化特性. 应用气象学报, 2019, 30(6): 677-689. doi: 10.11898/1001-7313.20190604 Duan J, Lou X F, Chen Y, et al. Aircraft measurements of aerosol vertical distributions and its activation efficiency over the Pearl River Delta. J Appl Meteor Sci, 2019, 30(6): 677-689. doi: 10.11898/1001-7313.20190604
[31]	张佃国, 郭学良, 付丹红, 等. 2003年8~9月北京及周边地区云系微物理飞机探测研究. 大气科学, 2007, 31(4): 596-610. doi: 10.3878/j.issn.1006-9895.2007.04.05 Zhang D G, Guo X L, Fu D H, et al. Aircraft observation on cloud microphysics in Beijing and its surrounding regions during August-September 2003. Chinese J Atmos Sci, 2007, 31(4): 596-610. doi: 10.3878/j.issn.1006-9895.2007.04.05
[32]	范烨, 郭学良, 张佃国, 等. 北京及周边地区2004年8、9月层积云结构及谱分析飞机探测研究. 大气科学, 2010, 34(6): 1187-1200. doi: 10.3878/j.issn.1006-9895.2010.06.12 Fan Y, Guo X L, Zhang D G, et al. Airborne particle measuring system measurement on structure and size distribution of stratocumulus during August to September in 2004 over Beijing and its surrounding areas. Chinese J Atmos Sci, 2010, 34(6): 1187-1200. doi: 10.3878/j.issn.1006-9895.2010.06.12
[33]	Hou T, Lei H, Hu Z. A comparative study of the microstructure and precipitation mechanisms for two stratiform clouds in China. Atmos Res, 2010, 96(2/3): 447-460. http://www.onacademic.com/detail/journal_1000035354907910_13f3.html
[34]	张佃国, 郭学良, 龚佃利, 等. 山东省1989-2008年23架次飞机云微物理结构观测试验结果. 气象学报, 2011, 69(1): 195-207. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201101017.htm Zhang D G, Guo X L, Gong D L, et al. The observational results of the clouds microphysical structure based on the data obtained by 23 sorties between 1989 and 2008 in Shandong Province. Acta Meteor Sinica, 2011, 69(1): 195-207. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201101017.htm
[35]	王黎俊, 银燕, 李仑格, 等. 三江源地区秋季典型多层层状云系的飞机观测分析. 大气科学, 2013, 37(5): 1038-1058. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201305007.htm Wang L J, Yin Y, Li L G, et al. Analyses on typical autumn multi-layer stratiform clouds over the Sanjiangyuan National Nature Reserve with airborne observations. Chinese J Atmos Sci, 2013, 37(5): 1038-1058. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201305007.htm
[36]	杨文霞, 周毓荃, 孙晶, 等. 一次西风槽过程过冷云水分布特征观测研究, 气象学报, 2014, 72(3): 583-595. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201403012.htm Yang W X, Zhou Y Q, Sun J, et al. Observational studies of distribution characteristics of supercooled cloud water during a westerly trough process. Acta Meteor Sinica, 2014, 72(3): 583-595. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201403012.htm
[37]	朱士超, 郭学良. 华北积层混合云中冰晶形状、分布与增长过程的飞机探测研究. 气象学报, 2014, 72(2): 366-389. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201402013.htm Zhu S C, Guo X L. Ice crystal habits, distribution and growth process in stratiform clouds with embedded convection in North China: Aircraft measurements. Acta Meteor Sinica, 2014, 72(2): 366-389. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201402013.htm
[38]	Zhu S C, Guo X L, Lu G X, et al. Ice crystal habits and growth processes in stratiform clouds with embedded convection examined through aircraft observation in northern China. J Atmos Sci, 2015, 72(5): 2011-2032. doi: 10.1175/JAS-D-14-0194.1
[39]	亓鹏, 郭学良, 卢广献, 等. 华北太行山东麓一次稳定性积层混合云飞机观测研究: 对流云/对流泡和融化层结构特征. 大气科学, 2019, 43(6): 1365-1384. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201906012.htm Qi P, Guo X L, Lu G X, et al. Aircraft measurements of a stable stratiform cloud with embedded convection in eastern Taihang Mountain of North China: Characteristics of embedded convection and melting layer structure. Chinese J Atmos Sci, 2019, 43(6): 1365-1384. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201906012.htm
[40]	张佃国, 王烁, 郭学良, 等. 基于机载Ka波段云雷达和粒子测量系统同步观测的积层混合云对流泡特征. 大气科学, 2020, 44(5): 1023-1038. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202005009.htm Zhang D G, Wang S, Guo X L, et al. The properties of convective generating cells embedded in the stratiform cloud on basis of airborne Ka-band precipitation cloud radar and droplet measurement technologies. Chinese J Atmos Sci, 2020, 44(5): 1023-1038. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202005009.htm
[41]	杨洁帆, 胡向峰, 雷恒池, 等. 太行山东麓层状云微物理特征的飞机观测研究. 大气科学, 2021, 45(1): 88-106. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202101006.htm Yang J F, Hu X F, Lei H C, et al. Airborne observations of microphysical characteristics of stratiform cloud over eastern side of Taihang Mountains. Chinese J Atmos Sci, 2021, 45(1): 88-106. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202101006.htm
[42]	高茜, 郭学良, 刘香娥, 等. 北京北部山区两次降雪过程微物理形成机制的观测-模拟研究. 大气科学, 2020, 44(2): 407-420. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202002013.htm Gao Q, Guo X L, Liu X E, et al. Numerical simulation and observation study on microphysical formation processes of two different snowfall cases in northern mountain area of Beijing. Chinese J Atmos Sci, 2020, 44(2): 407-420. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202002013.htm
[43]	黄钰, 郭学良, 毕凯, 等. 北京延庆山区降雪云物理特征的垂直观测和数值模拟研究. 大气科学, 2020, 44(2): 356-370. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202002010.htm Huang Y, Guo X L, Bi K, et al. Vertical observation and numerical simulation of the clouds physical characteristics of snow-producing over Yanqing Mountain area in Beijing. Chinese J Atmos Sci, 2020, 44(2): 356-370. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202002010.htm
[44]	马新成, 董晓波, 毕凯, 等. 北京海坨山区低槽降雪云系演变特征的观测研究. 气象学报, 2021, 79(3): 428-442. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202103005.htm Ma X C, Dong X B, Bi K, et al. The characteristics and evolution of low trough snowfall cloud system in the Haituo Mountain, Beijing. Acta Meteor Sinica, 2021, 79(3): 428-442. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202103005.htm
[45]	封秋娟, 牛生杰, 侯团结, 等. 山西一次降雪云物理特征的飞机观测研究. 大气科学, 2021, 45(5): 1-15. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202105015.htm Feng Q J, Niu S J, Hou T J, et al. Aircraft-based observation of the physical characteristics of snowfall cloud in Shanxi Province. Chinese J Atmos Sci, 2021, 45(5): 1-15. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202105015.htm
[46]	齐彦斌, 郭学良, 金德镇. 一次东北冷涡中对流云带的宏微物理结构探测研究. 大气科学, 2007, 31(4): 621-634. doi: 10.3878/j.issn.1006-9895.2007.04.07 Qi Y B, Guo X L, Jin D Z. An observational study of macro/microphysical structures of convective rainbands of a cold vortex over Northeast China. Chinese J Atmos Sci, 2007, 31(4): 621-634. doi: 10.3878/j.issn.1006-9895.2007.04.07
[47]	Chang Y, Guo X L, ang J, et al. Aircraft measurement campaign on summer cloud microphysical properties over the Tibetan Plateau. Sci Rep, 2019, 9(1): 4912. doi: 10.1038/s41598-019-41514-5
[48]	蔡兆鑫, 蔡淼, 李培仁, 等. 大陆性积云不同发展阶段宏观和微观物理特性的飞机观测研究. 大气科学, 2019, 43(6): 1191-1203. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201906001.htm Cai Z X, Cai M, Li P R, et al. Aircraft observation research on macro and microphysics characteristics of continental cumulus cloud at different development stages. Chinese J Atmos Sci, 2019, 43(6): 1191-1203. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201906001.htm
[49]	蔡兆鑫, 蔡淼, 李培仁, 等. 华北地区一次气溶胶与浅积云微物理特性的飞机观测研究. 大气科学, 2021, 45(2): 393-406. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202102011.htm Cai Z X, Cai M, Li P R, et al. An in-situ case study on micro physical properties of aerosol and shallow cumulus clouds in North China. Chinese J Atmos Sci, 2021, 45(2): 393-406. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202102011.htm
[50]	胡朝霞, 雷恒池, 郭学良, 等. 降水性层状云系结构和降水过程的观测个例与模拟研究. 大气科学, 2007, 31(3): 425-439. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK200703005.htm Hu Z X, Lei H C, Guo X L, et al. Studies of the structure of a stratiform cloud and the physical processes of precipitation formation. Chinese J Atmos Sci, 2007, 31(3): 425-439. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK200703005.htm
[51]	杨洁帆, 雷恒池, 胡朝霞. 一次层状云降水过程微物理机制的数值模拟研究. 大气科学, 2010, 34(2): 275-289. doi: 10.3878/j.issn.1006-9895.2010.02.04 Yang J F, Lei H C, Hu Z X. Simulation of the stratiform cloud precipitation microphysical mechanism with the numerical model. Chinese J Atmos Sci, 2010, 34(2): 275-289. doi: 10.3878/j.issn.1006-9895.2010.02.04
[52]	李军霞, 李培仁, 陶玥, 等. 山西春季层状云系数值模拟及与飞机探测对比. 应用气象学报, 2014, 25(1): 22-32. http://qikan.camscma.cn/article/id/20140103 Li J X, Li P R, Tao Y, et al. Numerical simulation and flight observation of stratiform precipitation clouds in spring of Shanxi Province. J Appl Meteor Sci, 2014, 25(1): 22-32. http://qikan.camscma.cn/article/id/20140103
[53]	朱士超, 郭学良. 华北一次积层混合云微物理和降水特征的数值模拟与飞机观测对比研究. 大气科学, 2015, 39(2): 370-385. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201502012.htm Zhu S C, Guo X L. A case study comparing WRF-model-simulated cloud microphysics and precipitation with aircraft measurements in stratiform clouds with embedded convection in northern China. Chinese J Atmos Sci, 2015, 39(2): 370-385. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK201502012.htm
[54]	高茜, 郭学良, 何晖, 等. 基于飞机观测的华北积层混合云降水微物理特征的数值模拟研究. 大气科学, 2020, 44(5): 899-912. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202005001.htm Gao Q, Guo X L, He H, et al. Numerical simulation study on the microphysical characteristics of stratiform clouds with embedded convections in northern China based on aircraft measurements. Chinese J Atmos Sci, 2020, 44(5): 899-912. https://www.cnki.com.cn/Article/CJFDTOTAL-DQXK202005001.htm
[55]	刘香娥, 高茜, 何晖, 等. 一次积-层混合云系垂直结构和降水机制的飞机观测资料分析与数值模拟. 气象学报, 2020, 78(2): 277-288. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202002010.htm Liu X E, Gao Q, He H, et al. Analysis of aircraft observation data and numerical simulation of vertical structure and precipitation mechanism of stratiform clouds with embedded convections. Acta Meteor Sinica, 2020, 78(2): 277-288. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202002010.htm
[56]	王以琳, 雷恒池. 冷云飞机人工引晶检验. 大气科学, 2003, 27(5): 929-938. doi: 10.3878/j.issn.1006-9895.2003.05.14 Wang Y L, Lei H C. Test of cold cloud seeding. Chinese J Atmos Sci, 2003, 27(5): 929-938. doi: 10.3878/j.issn.1006-9895.2003.05.14
[57]	于丽娟, 姚展予. 一次层状云飞机播云试验的云微物理特征及响应分析. 气象, 2009, 35(10): 8-24. doi: 10.7519/j.issn.1000-0526.2009.10.002 Yu L J, Yao Z Y. Studies on the microphysical characteristics of a stratiform cloud and its response to aircraft cloud seeding. Meteor Mon, 2009, 35(10): 8-24. doi: 10.7519/j.issn.1000-0526.2009.10.002
[58]	辛乐, 姚展予. 一次积层混合云飞机播云对云微物理过程影响效应的分析. 气象, 2011, 37(2): 194-202. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXX201102010.htm Xin L, Yao Z Y. Studies on the microphysical characteristics of an aircraft seeding in convective line with trailing stratiform cloud. Meteor Mon, 2011, 37(2): 194-202. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXX201102010.htm
[59]	秦彦硕, 蔡淼, 刘世玺, 等. 华北秋季一次低槽冷锋积层混合云宏微物理特征与催化响应分析. 气象学报, 2017, 75(5): 835-849. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201705013.htm Qin Y S, Cai M, Liu S X, et al. A study on macro and micro physical structures of convective-stratiform mixed clouds associated with a cold front in autumn and their catalytic responses in North China. Acta Meteor Sinica, 2017, 75(5): 835-849. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201705013.htm
[60]	岳治国, 余兴, 刘贵华, 等. 一次飞机冷云增雨作业效果检验. 气象学报, 2021, 79(5): 1-11. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202105011.htm Yue Z G, Yu X, Liu G H, et al. Effect evaluation of an operational precipitation enhancement in cold clouds by aircraft. Acta Meteor Sinica, 2021, 79(5): 1-11. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202105011.htm
[61]	赵增亮, 毛节泰, 王磊, 等. 一次典型层积云的飞机观测结果及与卫星资料的对比分析. 气象学报, 2011, 69(3): 521-527. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201103012.htm Zhao Z L, Mao J T, Wang L, et al. In situ aircraft observations of one typical stratocumulus cloud process compared with the satellite measurements. Acta Meteor Sinica, 2011, 69(3): 521-527. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB201103012.htm
[62]	刘黎平, 宗蓉, 齐彦斌, 等. 云雷达反演层状云微物理参数及其与飞机观测数据的对比. 中国工程科学, 2012, 14(9): 64-71. https://www.cnki.com.cn/Article/CJFDTOTAL-GCKX201209010.htm Liu L P, Zong R, Qi Y B, et al. Microphysical parameters retrieval by cloud radar and comparing with aircraft observation in stratiform cloud. Eng Sci, 2012, 14(9): 64-71. https://www.cnki.com.cn/Article/CJFDTOTAL-GCKX201209010.htm
[63]	曹丽霞, 纪飞, 刘健文, 等. 云微物理参数在飞机积冰分析和预报中的应用研究. 气象, 2004, 30(6): 8-12. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXX200406001.htm Cao L X, Ji F, Liu J W, et al. On application of cloud microphysical parameters to aircraft icing forecasting. Meteor Mon, 2004, 30(6): 8-12. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXX200406001.htm
[64]	齐晨, 金晨曦, 郭文利, 等. 基于模糊逻辑的飞机积冰预测指数. 应用气象学报, 2019, 30(5): 619-628. doi: 10.11898/1001-7313.20190510 Qi C, Jin C X, Guo W L, et al. Icing potential index of aircraft icing based on fuzzy logic. J Appl Meteor Sci, 2019, 30(5): 619-628. doi: 10.11898/1001-7313.20190510
[65]	樊志超, 周盛, 汪玲, 等. 湖南秋季积层混合云系飞机人工增雨作业方法. 应用气象学报, 2018, 29(2): 200-216. doi: 10.11898/1001-7313.20180207 Fan Z C, Zhou S, Wang L, et al. Methods of aircraft-based precipitation enhancement operation for convective-stratiform mixed clouds in autumn in Hunan Province. J Appl Meteor Sci, 2018, 29(2): 200-216. doi: 10.11898/1001-7313.20180207
[66]	李德泉, 李抗抗, 李宏宇, 等. 飞机作业监测移动应用系统的设计与实现. 应用气象学报, 2019, 30(6): 745-758. doi: 10.11898/1001-7313.20190610 Li D Q, Li K K, Li H Y, et al. Design and implementation of mobile application for real-time monitoring of weather-modification aircraft operations. J Appl Meteor Sci, 2019, 30(6): 745-758. doi: 10.11898/1001-7313.20190610
[67]	常婉婷, 高文华, 端义宏, 等. 云微物理过程对台风数值模拟的影响. 应用气象学报, 2019, 30(4): 443-455. doi: 10.11898/1001-7313.20190405 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
[68]	楼小凤, 傅瑜, 苏正军. 人工影响天气碘化银催化剂研究进展. 应用气象学报, 2021, 32(2): 146-159. doi: 10.11898/1001-7313.20210202 Lou X F, Fu Y, Su Z J. Advances of silver iodide seeding agents for weather modification. J Appl Meteor Sci, 2021, 32(2): 146-159. doi: 10.11898/1001-7313.20210202
[69]	黄敏松, 雷恒池. 改进的Holroyd云粒子形状识别方法及其应用. 气象学报, 2020, 78(2): 289-300. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202002011.htm Huang M S, Lei H C. An improved Holroyd cloud particle habit identification method and its application. Acta Meteor Sinica, 2020, 78(2): 289-300. https://www.cnki.com.cn/Article/CJFDTOTAL-QXXB202002011.htm

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我国云降水物理飞机观测研究进展

DOI: 10.11898/1001-7313.20210601

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郭学良, 邮箱: guoxl@mail.iap.ac.cn

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Advances in Aircraft Measurements of Clouds and Precipitation in China

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我国云降水物理飞机观测研究进展

DOI: 10.11898/1001-7313.20210601

通信作者: 郭学良, 邮箱: guoxl@mail.iap.ac.cn

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Advances in Aircraft Measurements of Clouds and Precipitation in China

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通信作者:
郭学良, 邮箱: guoxl@mail.iap.ac.cn