Guo Xueliang, Fu Danhong, Guo Xin, et al. Advances in aircraft measurements of clouds and precipitation in China. J Appl Meteor Sci, 2021, 32(6): 641-652. DOI:   10.11898/1001-7313.20210601.
Citation: Guo Xueliang, Fu Danhong, Guo Xin, et al. Advances in aircraft measurements of clouds and precipitation in China. J Appl Meteor Sci, 2021, 32(6): 641-652. DOI:   10.11898/1001-7313.20210601.

Advances in Aircraft Measurements of Clouds and Precipitation in China

DOI: 10.11898/1001-7313.20210601
  • Received Date: 2021-10-04
  • Rev Recd Date: 2021-10-19
  • Publish Date: 2021-11-23
  • 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.
  • [1]
    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]
    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]
    Li D S. Status and Prospect of Weather Modification. Beijing: China Meteorological Press, 2002: 65-86.
    [4]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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]
    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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    • Received : 2021-10-04
    • Accepted : 2021-10-19
    • Published : 2021-11-23

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