Numerical simulation of "an American haboob"

Atmospheric Chemistry and Physics

Volumn 14, Issue 7, 2014, Pages 3211-3230

  Vukovic, A ^a,b   Vujadinovic, M ^a,b   Pejanovic, G ^b   Andric, J ^c   Kumjian, M R ^d   Djurdjevic, V ^a,b   Dacic, M ^b   Prasad, A K ^e   El Askary, H M ^e,f   Paris, B C ^g   Petkovic, S ^b   Nickovic, S ^a,h   Sprigg, W A ^e,i  

^a UNIVERSITY OF BELGRADE   (Serbia)

^b RHMSS   (Serbia)

^c UNIVERSITY OF MIAMI   (United States)

^d NATIONAL CENTER FOR ATMOSPHERIC RESEARCH   (United States)

^e CHAPMAN UNIVERSITY   (United States)

^f Alexandria University Faculty Of Science   (Egypt)

^g Arizona Department of Environmental Quality   (United States)

^h WORLD METEOROLOGICAL ORGANIZATION   (Switzerland)

ⁱ UNIVERSITY OF ARIZONA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AEROSOL; ATMOSPHERIC MODELING; CALIPSO; CONVECTION; DUST STORM; HINDCASTING; LIDAR; MODIS; NUMERICAL MODEL; OPTICAL DEPTH; PARTICULATE MATTER; RADAR IMAGERY; REMOTE SENSING; SURFACE WIND; WIND VELOCITY;

ARIZONA; PHOENIX; SONORAN DESERT; UNITED STATES;

EID: 84897495483     PISSN: 16807316     EISSN: 16807324     Source Type: Journal    
DOI: 10.5194/acp-14-3211-2014     Document Type: Article

References (90)

1. Adams, D. K. and Comrie, A. C.: The North American Monsoon. Bull. Amer. Meteor. Soc., 78, 2197-2213, 1997.
2. Balakrishnan, N. and Zrnic, D. S.: Use of polarization to Characterize precipitation and discriminate large hail. J. Atmos. Sci., 47, 1525-1540, 1990.
3. Balis, D., Amiridis, V., Kazadzis, S., Papayannis, A., Tsaknakis, G., Tzortzakis, S., Kalivitis, N., Vrekoussis, M., Kanakidou, M., Mihalopoulos, N., Chourdakis, G., Nickovic, S., Pérez, C., Baldasano, J., and Drakakis, M.: Optical characteristics of desert dust over the East Mediterranean during summer: a case study, Ann. Geophys., 24, 807-821, doi:10.5194/angeo-24-807-2006, 2006.
4. Chamberlain, A. C.: Roughnessle ngth of sea, sand and snow, Bound. Layer Meteorol., 25, 405-409, 1983.
5. Chen, W. and Fryrear, D.: Sedimentary characteristics of a haboob dust storm, Atmos. Res., 61, 75-85, 2002.
6. Claquin, T., Schulz, M., and Balkanski, Y.: Modeling the mineralogy of atmospheric dust sources, J. Geophys. Res., 104, 22243- 22256, 1999.
7. Douglas, M. W., Maddox, R. A., Howard, K., and Reyes, S.: The Mexican monsoon. J. Climate, 6, 1665-1667, 1993.
8. El-Askary, H., Sarkar, S., and El-Ghazawi, T. A.: Multisensor approach to dust storm monitoring over the Nile delta, IEEE Trans. Geosci. Remote Sens., 41, 2386-2391, 2003.
9. El-Askary, H., Gautam, R., and Kafatos, M: Remote sensing of dust storms over the Indo-Gangetic basin, J. Indian Soc. Remote Sens., 32, 121-124, 2004.
10. El-Askary, H., Gautam, R., Singh, R. P., and Kafatos, M.: Dust storms detection over the Indo-Gangetic basin using multi sensor data, Adv. Space Res., 37, 728-733, 2006.
11. El-Askary, H., Farouk, R., Ichoku, C., and Kafatos, M.: Transport of dust and anthropogenic aerosols across Alexandria, Egypt, Ann. Geophys., 27, 2869-2879, doi:10.5194/angeo-27-2869- 2009, 2009.
12. Emmel, C., Knippertz, P., and Schulz, O.: Climatology of convective density currents in the southern foothills of the Atlas Mountains, J. Geophys. Res., 115, D11115, doi:10.1029/2009JD012863, 2010.
13. Estes, S. M., Haynes, J. A., Sprigg, W. A., Morain, S. A., and Budge A.: Using NASA Satellite Remote Sensing To Identify Dust and Sand Storms That Aggravate Respiratory Diseases, doi:10.1164/ajrccmconference. 2009.179.1-MeetingAbstracts.A3662, 2009.
14. Foster, R. J.: General Geology, Charles E. Merrill Publishing Company, Columbus, OH, 721 pp., 1969.
15. Freeman, L. H.: Duststorms of the Anglo-Egyptian Sudan, Meteor. Reports 2, 11, Great Britain Met. Office Publication, 22 pp., 1952.
16. Fujita, T. T.: The Downburst, Microburst and Macroburst, Report of Projects NIMROD and JAWS, Chicago, 122 pp., 1986.
17. Gillette, D. A., Clayton, R. N., Mayeda, T. K., Jackson, M. L., and Sridhar, K.: Tropospheric aerosols from some major dust storms of the southwestern United States, J. Appl. Meteorol., 17, 832- 845, 1978.
18. Gillette, D. A., Adams, J., Endo, A., Smith, D., and Kihl, R.: Threshold Velocities for Input of Soil Particles Into the Air by Desert Soils, J. Geophys. Res., 85, 5621-5630, doi:10.1029/JC085iC10p05621, 1980.
19. Ginoux, P., Chin, M., Tegen, I., Prospero, J., Holben, B., Dubovik,O., and Lin, S. J.: Sources and distributions of dust aerosols simulated with the GOCART model, J. Geophys. Res., 106, 20255-20273, 2001.
20. Ginoux, P., Garbuzov, D., and Hsu, N. C.: Identification of anthropogenic and natural dust sources using Moderate Resolution Imaging Spectroradiometer (MODIS) Deep Blue level 2 data, J. Geophys. Res., 115, D05204, doi:10.1029/2009JD012398, 2010.
21. Hales Jr., J. E.: A severe southwestern desert thunderstorm: 19 August 1973, Mon. Weather Rev., 103, 344-351, 1975.
22. Haustein, K., Pérez, C., Baldasano, J. M., Mu?ller, D., Tesche, M., Schladitz, A., Freudenthaler, V., Heese, B., Esselborn, M., Weinzierl, B., Kandler, K., and Hoyningen-Huene, W. Von: Regional dust model performance during SAMUM 2006, Geophys. Res. Lett., 36, L03812, doi:10.1029/2008GL036463, 2009.
23. Hsu, N. C., Tsay, S. C., King, M. D., and Herman, J. R.: Aerosol properties over bright-reflecting source regions, IEEE Trans. Geosci. Remote Sens., 42, 557-569, 2004.
24. Hsu, N. C., Tsay, S. C., King, M. D., and Herman, J. R.: Deep blue retrievals of Asian aerosol properties during ACE-Asia, IEEE Trans. Geosci. Remote Sens., 44, 3180-3195, 2006.
25. Hu, Q. and Feng, S.: Interannual Rainfall Variations in the North American Summer Monsoon Region: 1900-98*, J. Climate, 15, 1189-1202, 2002.
26. Idso, S. B.: Haboobs in Arizona. Weather 28, 154-155, 1973.
27. Idso, S. B.: Dust Storms, Sci. Am., 235, 108-114, 1976.
28. Idso, S. B., Ingram, R. S., and Pritchard, J. M.: An American Haboob, B. Am. Meteorol. Soc., 53, 930-955, 1972.
29. Janjic, Z. I.: The Step-Mountain Eta Coordinate Model: Further Developments of the Convection, Viscous Sublayer, and Turbulence Closure Schemes, Mon. Weather Rev., 122, 927-945, 1994.
30. Janjic, Z. I.: A nonhydrostatic model based on a new approach. Meteor. Atmos. Phys., 82, 271-285, 2003.
31. Janjic, Z. I., Gerrity Jr., J. P., and Nickovic, S.: An Alternative Approach to Nonhydrostatic Modeling, Mon. Weather Rev., 129, 1164-1178, 2001.
32. Jimeìnez-Guerrero, P., Peìrez, C., Jorba, O., and Baldasano, J. M.: Contribution of Saharan dust in an integrated air quality system and its on-line assessment, Geophys. Res. Lett., 35, L03814, doi:10.1029/2007GL031580, 2008.
33. Johnson, B. T., Brooks, M. E., Walters, D., Woodward, S., Christopher, S., and Schepanski, K.: Assessment of the Met Office dust forecast model using observations from the GERBILS campaign, Q. J. Roy. Meteorol. Soc., 137, 1131-1148, doi:10.1002/qj.736, 2011.
34. King, M. D., Kaufman, Y. J., Tanré, D., and Nakajima, T.: Remote sensing of tropospheric aerosols from space: Past, present, and future, B. Am. Meteor. Soc., 80, 2229-2259, 1999.
35. Knippertz, P. and Todd, M. C.: Mineral dust aerosols over the Sahara: meteorological controls on emission and transport and implications for modeling, Rev. Geophys., 50, RG1007, doi:10.1029/2011RG000362, 2012.
36. Knippertz, P., Deutscher, C., Kandler, K., Muller, T., Schulz, O., and Schutz L.: Dust mobilization due to density currents in the Atlas region. Observations from the Saharan Mineral Dust Experiment 2006 field campaign, J. Geophys. Res., 112, D21109, doi:10.1029/2007JD008774, 2007.
37. Knippertz, P., Trentmann, J., and Seifert, A.: High-resolution simulations of convective cool pools over the northwestern Sahara, J. Geophys. Res., 114, D08110, doi:10.1029/2008JD011271, 2009.
38. Labonne, M., Breon, F. M., and Chevallier, F.: Injection height of biomass burning aerosols as seen from a spaceborne lidar, Geophys Res Lett, 34, L11806, doi:10.1029/2007GL029311, 2007.
39. Lawson, T. J.: Haboob structure at Khartoum, Weather, 26, 105- 112, 1971.
40. Lee, J. A., Gill, T. E., Mulligan, K. R., Dominguez Acosta, M., and Pérez, A. E.: Land Use/Land Cover and Point Sources of the 15 December 2003 Dust Storm in Southwestern North America, Geomorphology, 105, 18-27, doi:10.1016/j.geomorph.2007.12.016, 2009.
41. Li, J., Zhang, P., Schmit, T. J., Schmetz, J., and Menzel, W. P.: Quantitative monitoring of a Saharan dust event with SEVIRI on Meteosat-8, Int. J. Remote Sens., 28, 2181-2186, 2007.
42. Marey, H. S., Gille, J. C., El-Askary, H. M., Shalaby, E. A., and El-Raey, M. E.: Study of the formation of the "black cloud" and its dynamics over Cairo, Egypt, using MODIS and MISR sensors, J. Geophys. Res., 115, D21206, doi:10.1029/2010JD014384, 2010.
43. Marey, H. S., Gille, J. C., El-Askary, H. M., Shalaby, E. A., and El-Raey, M. E.: Aerosol climatology over Nile Delta based on MODIS, MISR and OMI satellite data, Atmos. Chem. Phys., 11, 10637-10648, doi:10.5194/acp-11-10637- 2011, 2011.
44. Marsham, J. H., Knippertz, P., Dixon, N. S., Parker, D. J., and Lister, G. M. S.: The importance of the representation of deep convection for modeled dust-generating winds over West Africa during summer, Geophys. Res. Lett., 38, L16803, doi:10.1029/2011GL048368, 2011.
45. McGill, M. J., Vaughan, M. A., Trepte, C. R., Hart, W. D., Hlavka, D. L.,Winker, D. M., and Kuehn, R.: Airborne validation of spatial properties measured by the CALIPSO lidar, J. Geophys. Res., 112, D20201, doi:10.1029/2007JD008768, 2007.
46. Morain, S. A., Sprigg, W. A., Benedict, K., Budge, A., Budge, T., Hudspeth, W., Barbaris, B., Yin, D., and Shaw, P.: Public Health Applications in Remote Sensing: Verification and Validation Report, NASA Coorperative agreement NNS04AA19A, 2007.
47. Morain, S. A., Sprigg, W. A., Benedict, K., Budge, A., Budge, T., Hudspeth, W., Sanchez, G., Barbaris, B., Catrall, C., Chandy, B., Mahler, A. B., Shaw, P., Thome, K, Nickovic, S., Yin, D., Holland, D., Spear, J., Simpson, G., and Zelicoff, A.: Public Health Applications in Remote Sensing: Final Benchmark Report, NASA Coorperative agreement NNS04AA19A, 2009.
48. Nickovic, S.: Dust Aerosol Modeling: Step Toward Integrated Environmental Forecasting, Eos. Trans. AGU, 83, Fall Meeting, A71E-04, 2002.
49. Nickovic, S.: Saharan dust outbreaks: modelling. First EARLINET symposium on the structure and use of the data base derived from systematic lidar observations, Hamburg, 11-12 February, 2003.
50. Nickovic, S.: Distribution of dust mass over particle sizes: impacts on atmospheric optics, Forth ADEC Workshop - Aeolian Dust Experiment on Climate Impact, Nagasaki, Japan, 357-360, 26- 28 January, 2005.
51. Nickovic, S., Kallos, G., Papadopoulos, A., and Kakaliagou, O.: A model for prediction of desert dust cycle in the atmosphere, J. Geophys. Res., 106, 18113-18129, 2001.
52. Nickovic, S., Pejanovic, G., Ozsoy, E., Pérez C., and Baldasano, J. M.: Interactive Radiation-Dust Model: A Step to Further Improve Weather Forecasts. International Symposium on Sand and Dust Storm, Beijing, China, 12-14 September, 2004.
53. Nickovic, S., Vukovic, A., Vujadinovic, M., Djurdjevic, V., and Pejanovic, G.: Technical note: High-resolution mineralogical database of dust-productive soils for atmospheric dust modeling, Atmos. Chem. Phys., 12, 845-855, doi:10.5194/acp-12-845- 2012, 2012.
54. Pauley, M. P., Baker, L. N., and Barker, H. E.: An observational Study of the "Interstate 5" Dust Storm Case. Bull. Amer. Meteor. Soc., 77, 693-720, 1996.
55. Pejanovic, G., Vukovic, A., Vujadinovic, M., and Dacic, M.: Assimilation of satellite information on mineral dust using dynamic relaxation approach, Geophys. Res. Abstracts, 12, EGU2010-7353, 2010.
56. Pérez, C., Nickovic, S., Baldasano, J., Sicard, M., Rocadenbosch, F., and Cachorro, V. E.: A long Saharan dust event over the western Mediterranean: Lidar, Sun photometer observations, and regional dust modeling, J. Geophys. Res., 111, D15214, doi:10.1029/2005JD006579, 2006.
57. Pérez, C., Haustein, K., Janjic, Z., Jorba, O., Huneeus, N., Baldasano, J. M., Black, T., Basart, S., Nickovic, S., Miller, R. L., Perlwitz, J. P., Schulz, M., and Thomson, M.: Atmospheric dust modeling from meso to global scales with the online NMMB/BSC-Dust model - Part 1: Model description, annual simulations and evaluation, Atmos. Chem. Phys., 11, 13001- 13027, doi:10.5194/acp-11-13001-2011, 2011.
58. Prasad, A. K. and Singh, R. P.: Changes in aerosol parameters during major dust storm events (2001-2005) over the Indo-Gangetic basin using AERONET and MODIS data, J. Geophys. Res., 112, D09208, doi:10.1029/2006JD007778, 2007.
59. Prasad, A. K., Singh, R. P., and Singh, A.: Seasonal climatology of aerosol optical depth over Indian subcontinent: trend and departures in recent years, Int. J. Remote Sens., 27, 2323-2329, 2006.
60. Prasad, A. K., El-Askary, H., and Kafatos, M.: Implications of high altitude desert dust transport from Western Sahara to Nile Delta during biomass burning season, Environ. Pollut., 158, 3385- 3391, 2010.
61. Prospero, J. M., Ginoux, P., Torres, O., Nicholson, S. E., and Gill, T. E.: Environmental characterization of global sources of atmospheric soil dust identified with the NIMBUS 7 Total Ozone Mapping Spectrometer (TOMS) absorbing aerosol product, Rev. Geophys., 40, 1002, doi:10.1029/2000RG000095, 2002.
62. Raman, A. and Arellano Jr., F. A.: Modeling and Data Analysis of 2011 Phoenix Dust Storm, 93rd AMS annual meeting, 5-10 January, Austin, Texas, 2013.
63. Rossa, A., Nurmi, P., and Ebert, E.: Overview of methods for the verification of quantitative precipitation forecasts, in: Precipitation: Advances in Measurement, Estimation and Prediction, edited by: Michaelides, S., Springer, Berlin, Germany, 417-450, 2008.
64. Ryzhkov, A. V., Schuur, R. J., Burgess, D. W., Heinselman, P. L., Giangrande, S. E., and Zrnic, D. S.: The Joint Polarization Experiment: Polarimetric rainfall measurements and hydrometeor classification. Bull. Amer. Meteor. Soc., 86, 809-824, 2005.
65. Schepanski, K., Flamant, C., Chaboureau, J.-P., Kocha, C., Banks, J., R., Brindley H. E., Lavaysse, C., Marnas, F., Pelon, J., and Tulet P.: Characterization of dust emission from alluvial sources using aircraft observations and high-resolution modeling, J. Geophys. Res., 118, 7237-7259, doi:10.1002/jgrd.50538, 2013.
66. Segal, M.: On the impact of thermal stability on some rough flow effects over mobile surfaces, Bound. Layer Meteorol., 52, 193- 198, 1990.
67. Shao, Y. and Dong, C. H.: A review on East Asian dust storm climate, modeling and monitoring, Global Planet. Change, 52, 1- 22, 2006.
68. Shirazi, M. A., Boersma, L., and Johnson, C. B.: Particle size distributions: Comparing texture systems, adding rock, and predicting soil properties, Soil Sci. Soc. Am. J., 65, 300-310, 2001.
69. Solomos, S., Kallos, G., Mavromatidis, E., and Kushta, J.: Density currents as a desert dust mobilization mechanism, Atmos. Chem. Phys., 12, 11199-11211, doi:10.5194/acp-12-11199-2012, 2012.
70. Sprigg, W. A., Barbaris, B., Morain, S., Budge, A., Hudspeth, W., and Pejanovic G.: Public Health Applications, Remote Sens., doi:10.1117/2.1200902. 1488, 2008.
71. Sprigg, W. A., Galgiani, J. N., Nickovic, S., Pejanovic, G., Vujadinovic, M., Vukovic, A., Prasad, A., Petkovic, S., El-Askary, H., Gaddi, R., Janjic, Z., Pappagianis, D., Sarafoglou, N., Kafatos, M., Bruck M., and Ferng, M.-J.: Airborne Dust Models: A Tool in Environmental Health Tracking; final report, CDC, Atlanta, GA, 180 pp., 2012.
72. Sundram, I., Claiborn, C., Strand, T., Lamb, B., Chandler, D., and Saxton, K.: Numerical modeling of windblown dust in the Pacific Northwest with improved meteorology and dust emission models, J. Geophys. Res., 109, D24208, doi:10.1029/2004JD004794, 2004.
73. Sutton, L. J.: Haboobs, Q. J. Roy. Meteorol. Soc., 51, 25-30, 1925.
74. Sutton, L. J.: Haboobs, Q. J. Roy. Meteorol. Soc., 57, 143-162, doi:10.1002/qj.49705723906, 1931.
75. Tegen, I. and Lacis, A. A.: Modeling of particle size distribution and its influence on the radiative properties of mineral dust aerosol, J. Geophys. Res., 101, 19237-19244, doi:10.1029/95JD03610, 1996.
76. Tegen, I., Harrison, S. P., Kohfeld, K., Prentice, I. C., Coe, M., and Heimann, M.: Impact of vegetation and preferential source areas on global dust aerosol: Results from a model study, J. Geophys. Res., 107, 4576, doi:10.1029/2001JD000963, 2002.
77. Tegen, I., Schepanski, K., and Heinold, B.: Comparing two years of Saharan dust source activation obtained by regional modelling and satellite observations, Atmos. Chem. Phys., 13, 2381-2390, doi:10.5194/acp-13-2381-2013, 2013.
78. Todd, M. C., Karam, D. B., Cavazos, C., Bouet, C., Heinold, B., Baldasano, J. M., Cautenet, G., Koren, I., Pérez, C., Solmon, F., Tegen, I., Tulet, P., Washington, R., and Zakey, A.: Quantifying uncertainty in estimates of mineral dust flux: An intercomparison of model performance over the Bodele Depression, northern Chad, J. Geophys. Res.-Atmos., 113, D24107, doi:10.1029/2008JD010476, 2008.
79. Uno, I., Wang, Z., Chiba, M., Chun, Y. S., Gong, S. L., Hara, Y., Jung, E., Lee, S. S., Liu, M., Mikami, M., Music, S., Nickovic, S., Satake, S., Shao, Y., Song, Z., Sugimoto, N., Tanaka, T., and Westphal, D. L.: Dust model intercomparison (DMIP) study over Asia: Overview, J. Geophys. Res.-Atmos., 111, D12213, doi:10.1029/2005JD006575, 2006.
80. US Department of Agriculture: State soil geographic (STATSGO) data base-data use information, miscellaneous publication number 1492 (rev. ed.): Fort Worth, Texas, Natural Resources Conservation Service (variously paged), 1994.
81. Vukovic A., Pejanovic G., Vujadinovic M., Sprigg W., Nickovic S., and Djurdjevic V.: Dust storm of July 5th 2011, Phoenix, Arizona: Numerical simulation, U14A-05, AGU Fall Meeting,San Francisco, California, USA, 5-9 December 2011.
82. Walker, A. L., Liu, M., Miller, S. D., Richardson, K. A., and Westphal, D. L.: Development of a dust source database for mesoscale forecasting in southwest Asia, J. Geophys. Res., 114, D18207, doi:10.1029/2008JD011541, 2009.
83. Wilkerson, D. W.: Dust and Sand Forecasting in Iraq and Adjoin Countries, Air Weather Service, Scott Air Force Base, Illinois, USA, 1991.
84. Winker, D. M., Hunt, W. H., and Hostetler, C. A.: Status and performance of the CALIOP lidar, Proc. SPIE-Int. Soc. Opt. Eng., 5575, 8-15, 2004.
85. Xie, J., Yang, C., Pejanovic, G., Nickovic, S., Zhou, B., and Huang Q.: Utilize multi CPU cores to improve dust simulation performance, Eos Trans. AGU, 89, Fall Meet. Suppl., Abstract: IN23C- 1103, 2008.
86. Xu, D., Qu, J. J., Niu, S., and Hao, X.: Sand and dust storm detection over desert regions in China with MODIS measurements, Int. J. Remote Sens., 32, 9365-9373, 2011.
87. Yin, D., Nickovic, S., Barbaris, B., Chandy, B., and Sprigg, W. A.: Modeling wind-blown desert dust in the southwestern United States for public health warning: a case study, Atmos. Environ., 39, 6243-6254, doi:10.1016/j.atmosenv.2005.07.009, 2005.
88. Yin, D. and Sprigg, W. A.: Modeling Airbourne Mineral Dust: A Mexico - United States Trans-boundary Perspective, in: Southwestern Desert Resources, edited by: Halvorson, W., Schwalbe, C., and van Riper III, C., University of Arizona Press, Tucson, AZ, 303-317, 2010.
89. Zender, C. S., Newman, D., and Torres, O.: Spatial heterogeneity in aeolianerodibility: Uniform, topographic, geomorphic, and hydrologic hypotheses, J. Geophys. Res., 108, 4543, doi:10.1029/2002JD003039, 2003.
90. Zrnic, D. S. and Ryzhkov, A. V.: Polarimetric properties of chaff, J. Atmos. Ocean. Technol., 21, 1017-1024, 2004.