Skip to main content
Log in

Numerical modeling of a strong dust event over the south China region in March 2010

  • Original Paper
  • Published:
Meteorology and Atmospheric Physics Aims and scope Submit manuscript

Abstract

The mesoscale model WRF-Chem was used to simulate a severe dust storm event that occurred in March 2010. The storm affected a vast area of East Asia, including the south China region and Hong Kong. This southern region is rarely affected by dust weather. The performance of the WRF-Chem was evaluated by observational data such as the National Center for Atmospheric Research reanalysis data for atmospheric circulation, PM10 concentration from various ground stations, and satellite images of Moderate Resolution Imaging Spectroradiometer and Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations. The dependence of the model’s performance on certain important parameterizations was examined in this study. For this particular dust storm event, the model results suggest that the simulation is not very sensitive to certain key physical parameterizations such as threshold wind speed of dust emission and the choice of land surface model. In general, the WRF-Chem is capable of capturing the key physical processes for this severe dust event. The analysis of the dust transport fluxes suggests that the dust transport to the south China region is mainly from the north, although there is a mountainous region in the northern part of the south China region.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  • Barnum BH, Winstead NS, Wesely J, Hakola A, Colarco PR, Toon OB, Ginoux P, Brooks G, Hasselbarth L, Toth B (2004) Forecasting dust storms using the CARMA-dust model and MM5 weather data. Environ Model Softw 19:129–140

    Article  Google Scholar 

  • Bian H, Tie X, Chao J, Ying Z, Han S, Xue Y (2011) Analysis of a severe dust storm event over China: application of the WRF-dust model. Aerosol Air Qual Res 11:419–428

    Google Scholar 

  • Chen F, Dudhia J (2001) Coupling an advanced land-surface/hydrology model with the Penn State/NCAR MM5 modeling system. Part I: model description and implementation. Mon Weather Rev 129:569–585

    Article  Google Scholar 

  • Chin M, Rood RB, Lin SJ, Müller JF, Thompson AM (2000) Atmospheric sulfur cycle simulated in the global model GOCART: model description and global properties. J Geophys Res 105(D20):24671–24687

    Article  Google Scholar 

  • Fan Q, Shen C, Wang XM, Li Y, Huang W, Liang GX, Wang SY, Huang ZE (2013) Impact of a dust storm on characteristics of particle matter (PM) in Guangzhou. Asia-Pacific J Atmos Sci 49(1):121–131

    Article  Google Scholar 

  • Ginoux P, Chin M, Tegen I, Prospero J, Holben B, Dubovik O, Lin SJ (2001) Sources and distributions of dust aerosols simulated with the GOCART model. J Geophys Res 106(D17):20255–20273

    Article  Google Scholar 

  • Gong SL, Zhang XY (2008) CUACE/Dust—an integrated system of observation and modeling systems for operational dust forecasting in Asia. Atmos Chem Phys 8:2333–2340

    Article  Google Scholar 

  • Goudie AS, Middleton NJ (2006) Desert dust in the global system. Springer, Heidelberg

    Google Scholar 

  • Grell GA, Peckham SE, Schmitz R, McKeen SA, Frost G, Skamarock WC, Eder B (2005) Fully coupled “online” chemistry within the WRF model. Atmos Environ 39:6957–6976

    Article  Google Scholar 

  • Han X, Ge C, Tao J, Zhang M, Zhang R (2012) Air quality modeling for a strong dust event in East Asia in March 2010. Aerosol Air Qual Res 12:615–628

    Google Scholar 

  • Hayasaki M, Sugata S, Tanaka HL (2006) Interannual variation of cold frontal activity in spring in Mongolia. J Meteor Soc Japan 84:463–475

    Article  Google Scholar 

  • Kang JY, Tanaka TY, Mikami M, Yoon SC (2013) A numerical study of the effect of frozen soil on dust emission during an East Asian dust event in December 2009. Asia-Pacific J Atmos Sci 49:57–65

    Article  Google Scholar 

  • Lee YC, Yang X, Wenig M (2010) Transport of dusts from East Asian and non-East Asian sources to Hong Kong during dust storm related events 1996–2007. Atmos Environ 44:3728–3738

    Article  Google Scholar 

  • Li J, Han Z, Zhang R (2011) Model study of atmospheric particulates during dust storm period in March 2010 over East Asia. Atmos Environ 45:3954–3964

    Article  Google Scholar 

  • Liu X, Yin ZY, Zhang X, Yan X (2004) Analyses of the spring dust storm frequency of northern China in relation to antecedent and concurrent wind, precipitation, vegetation, and soil moisture conditions. J Geophys Res 109:D16210

    Article  Google Scholar 

  • Park SU, Choe A, Lee EH, Park MS, Song X (2010) The Asian Dust Aerosol Model 2 (ADAM2) with the use of Normalized Difference Vegetation Index (NDVI) obtained from the Spot4/vegetation data. Theor Appl Climatol 101:191–208

    Article  Google Scholar 

  • Qian W, Quan L, Shi S (2002) Variations of the dust storm in China and its climatic control. J Clim 15:1216–1229

    Article  Google Scholar 

  • Shao Y, Dong CH (2006) A review on East Asian dust storm climate, modelling and monitoring. Glob Planet Change 52:1–22

    Article  Google Scholar 

  • Shao Y, Jung E, Leslie LM (2002) Numerical prediction of Northeast Asian dust storms using an integrated wind erosion modeling system. J Geophys Res 107(D24):4814. doi:10.1029/2001JD001493

    Article  Google Scholar 

  • Skamarock WC, Klemp JB, Dudhia J, Gill DO, Barker DM, Duda MG, Huang XY, Wang W, Powers JG (2005) A description of the advanced research WRF version 3. NCAR Tech. Note, NCAR/TN-475+STR. National Center for Atmospheric Research, Boulder

    Google Scholar 

  • Smirnova TG, Brown JM, Benjamin SG (1997) Performance of different soil model configurations in simulating ground surface temperature and surface fluxes. Mon Weather Rev 125:1870–1884

    Article  Google Scholar 

  • Smirnova TG, Brown JM, Benjamin SG, Kim D (2000) Parameterization of cold season processes in the MAPS land-surface scheme. J Geophys Res 105(D3):4077–4086

    Article  Google Scholar 

  • Takemi T, Seino N (2005) Dust storms and cyclone tracks over the arid regions in East Asia in spring. J Geophys Res 110:D18S11. doi:10.1029/2004JD004698

    Google Scholar 

  • Tan SC, Shi GY, Wang H (2012) Long-range transport of spring dust storms in Inner Mongolia and impact on the China seas. Atmos Environ 46:299–308

    Article  Google Scholar 

  • Vaughan M, Young S, Winker D, Powell K, Omar A, Liu Z, Hu Y, Hostetler C (2004) Fully automated analysis of space-based lidar data: an overview of the CALIPSO retrieval algorithms and data products. Proc SPIE 5575:16–30

    Article  Google Scholar 

  • Wang X, Huang JP, Jia MX, Higuchi K (2008) Variability of East Asia dust events and their long-term trend. Atmos Environ 42:3156–3165

  • Wang SH, Tsay SC, Lin NH, Hsu NC, Bell SW, Li C, Ji Q, Jeong MJ, Hansell RA, Welton EJ, Holben BN, Sheu GR, Chu YC, Chang SC, Liu JJ, Chiang WL (2011) First detailed observations of long-range transported dust over the northern South China Sea. Atmos Environ 45:4804–4808

    Article  Google Scholar 

  • Winker DM, Ali Omar MAV, Hu Y, Powell KA, Liu Z, Hunt WH, Young SA (2009) Overview of the CALIPSO mission and CALIOP data processing algorithms. J Atmos Ocean Technol 26:2310–2323

    Article  Google Scholar 

  • Wong MS, Nicole J, Holben B (2010) Desert dust aerosols observed in a tropical humid city: a case study over Hong Kong. Int J Remote Sens 31:1043–1051

    Article  Google Scholar 

  • Yamamoto T, Yoshino M, Suzuki J (2007) The relationship between occurrence of dust events and synoptic climatological condition in East Asia, 1999–2003. J Meteor Soc Japan 85:81–99

    Article  Google Scholar 

  • Zhao C, Liu X, Leung LR, Johnson B, McFarlane SA, Gustafson WI Jr, Fast JD, Easter R (2010) The spatial distribution of mineral dust and its shortwave radiative forcing over North Africa: modeling sensitivities to dust emissions and aerosol size treatments. Atmos Chem Phys 10:8821–8838

    Article  Google Scholar 

Download references

Acknowledgments

This research was supported by the Atmospheric Research Center of the HKUST Fok Ying Tung Graduate School. The authors thank the HKUST Environment/Environmental Central Facility for providing some observational data in China.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kim-Chiu Chow.

Additional information

Responsible Editor: S. Hong.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chow, KC., Su, L., Fung, J.C.H. et al. Numerical modeling of a strong dust event over the south China region in March 2010. Meteorol Atmos Phys 126, 119–138 (2014). https://doi.org/10.1007/s00703-014-0338-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00703-014-0338-0

Keywords

Navigation