Atlantic Tropical Cyclogenetic Processes during SOP-3 NAMMA in the GEOS-5 Global Data Assimilation and Forecast System

Oreste Reale Laboratory for Atmospheres, NASA Goddard Space Flight Center, Greenbelt, Maryland

Search for other papers by Oreste Reale in
Current site
Google Scholar
PubMed
Close
,
William K. Lau Laboratory for Atmospheres, NASA Goddard Space Flight Center, Greenbelt, Maryland

Search for other papers by William K. Lau in
Current site
Google Scholar
PubMed
Close
,
Kyu-Myong Kim Laboratory for Atmospheres, NASA Goddard Space Flight Center, Greenbelt, Maryland

Search for other papers by Kyu-Myong Kim in
Current site
Google Scholar
PubMed
Close
, and
Eugenia Brin Laboratory for Atmospheres, NASA Goddard Space Flight Center, Greenbelt, Maryland

Search for other papers by Eugenia Brin in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

This article investigates the role of the Saharan air layer (SAL) in tropical cyclogenetic processes associated with a nondeveloping and a developing African easterly wave observed during the Special Observation Period (SOP-3) phase of the 2006 NASA African Monsoon Multidisciplinary Analyses (NAMMA). The two waves are chosen because they both interact heavily with Saharan air. A global data assimilation and forecast system, the NASA Goddard Earth Observing System, version 5 (GEOS-5), is being run to produce a set of high-quality global analyses, inclusive of all observations used operationally but with additional satellite information. In particular, following previous works by the same authors, the quality-controlled data from the Atmospheric Infrared Sounder (AIRS) used to produce these analyses have a better coverage than the one adopted by operational centers. From these improved analyses, two sets of 31 five-day high-resolution forecasts, at horizontal resolutions of both half and quarter degrees, are produced. Results indicate that very steep moisture gradients are associated with the SAL in forecasts and analyses, even at great distances from their source over the Sahara. In addition, a thermal dipole in the vertical (warm above, cool below) is present in the nondeveloping case. The Moderate Resolution Imaging Spectroradiometer (MODIS) aboard NASA’s Terra and Aqua satellites shows that aerosol optical thickness, indicative of more dust as opposed to other factors, is higher in the nondeveloping case. Altogether, results suggest that the radiative effect of dust may play some role in producing a thermal structure less favorable to cyclogenesis. Results also indicate that only global horizontal resolutions on the order of 20–30 km can capture the large-scale transport and the fine thermal structure of the SAL, inclusive of the sharp moisture gradients, reproducing the effect of tropical cyclone suppression that has been hypothesized by previous authors from observational and regional modeling perspectives. These effects cannot be fully represented at lower resolutions, therefore global resolution of a quarter of a degree is a minimum critical threshold necessary to investigate Atlantic tropical cyclogenesis from a global modeling perspective.

* Additional affiliation: University of Maryland, Baltimore County, Baltimore, Maryland.

+ Additional affiliation: Science Applications International Corporation, Beltsville, Maryland.

Corresponding author address: Oreste Reale, Laboratory for Atmospheres, NASA GSFC, Code 613, Greenbelt, MD 20771. Email: oreste.reale-1@nasa.gov

This article included in the TCSP NAMMA special collection.

Abstract

This article investigates the role of the Saharan air layer (SAL) in tropical cyclogenetic processes associated with a nondeveloping and a developing African easterly wave observed during the Special Observation Period (SOP-3) phase of the 2006 NASA African Monsoon Multidisciplinary Analyses (NAMMA). The two waves are chosen because they both interact heavily with Saharan air. A global data assimilation and forecast system, the NASA Goddard Earth Observing System, version 5 (GEOS-5), is being run to produce a set of high-quality global analyses, inclusive of all observations used operationally but with additional satellite information. In particular, following previous works by the same authors, the quality-controlled data from the Atmospheric Infrared Sounder (AIRS) used to produce these analyses have a better coverage than the one adopted by operational centers. From these improved analyses, two sets of 31 five-day high-resolution forecasts, at horizontal resolutions of both half and quarter degrees, are produced. Results indicate that very steep moisture gradients are associated with the SAL in forecasts and analyses, even at great distances from their source over the Sahara. In addition, a thermal dipole in the vertical (warm above, cool below) is present in the nondeveloping case. The Moderate Resolution Imaging Spectroradiometer (MODIS) aboard NASA’s Terra and Aqua satellites shows that aerosol optical thickness, indicative of more dust as opposed to other factors, is higher in the nondeveloping case. Altogether, results suggest that the radiative effect of dust may play some role in producing a thermal structure less favorable to cyclogenesis. Results also indicate that only global horizontal resolutions on the order of 20–30 km can capture the large-scale transport and the fine thermal structure of the SAL, inclusive of the sharp moisture gradients, reproducing the effect of tropical cyclone suppression that has been hypothesized by previous authors from observational and regional modeling perspectives. These effects cannot be fully represented at lower resolutions, therefore global resolution of a quarter of a degree is a minimum critical threshold necessary to investigate Atlantic tropical cyclogenesis from a global modeling perspective.

* Additional affiliation: University of Maryland, Baltimore County, Baltimore, Maryland.

+ Additional affiliation: Science Applications International Corporation, Beltsville, Maryland.

Corresponding author address: Oreste Reale, Laboratory for Atmospheres, NASA GSFC, Code 613, Greenbelt, MD 20771. Email: oreste.reale-1@nasa.gov

This article included in the TCSP NAMMA special collection.

Save
  • Asnani, G. C., 2005: Tropical Meteorology. Vol. 3, Indian Institute of Tropical Meteorology, 735 pp.

  • Atlas, R., and Coauthors, 2005: Hurricane forecasting with the high-resolution NASA finite volume general circulation model. Geophys. Res. Lett., 32 , L03807. doi:10.1029/2004GL021513.

    • Search Google Scholar
    • Export Citation
  • Bosilovich, M. G., 2008: NASA’s modern era retrospective-analysis for research and applications: Integrating earth observations. [Available online at http://www.earthzine.org/2008/09/26/nasas-modern-era-retrospective-analysis].

    • Search Google Scholar
    • Export Citation
  • Bosilovich, M. G., and Coauthors, 2006: NASA’s modern era retrospective-analysis for research and applications. U.S. CLIVAR Variations, U.S. CLIVAR Project Office, Washington, DC, No. 2, 5–8.

    • Search Google Scholar
    • Export Citation
  • Brown, D. P., 2006: Tropical cyclone report: Hurricane Helene (AL082006) 12–24 September 2006. [Available online at http://www.nhc.noaa.gov/pdf/TCR-AL082006_Helene.pdf].

    • Search Google Scholar
    • Export Citation
  • Burpee, R. W., 1974: Characteristics of North African easterly waves during the summers of 1968 and 1969. J. Atmos. Sci., 31 , 15561570.

    • Search Google Scholar
    • Export Citation
  • Carlson, T. N., and J. M. Prospero, 1972: The large-scale movements of Saharan air outbreaks over the northern equatorial Atlantic. J. Appl. Meteor., 11 , 283297.

    • Search Google Scholar
    • Export Citation
  • Dunion, J., and C. S. Velden, 2004: The impact of the Saharan air layer on Atlantic tropical cyclone activity. Bull. Amer. Meteor. Soc., 85 , 353365.

    • Search Google Scholar
    • Export Citation
  • Hendricks, A. E., M. T. Montgomery, and C. A. Davis, 2004: The role of “vortical” hot towers in the formation of Tropical Cyclone Diana (1984). J. Atmos. Sci., 61 , 12091232.

    • Search Google Scholar
    • Export Citation
  • Hsieh, J-S., and K. Cook, 2005: Generation of African easterly wave disturbances: Relationship to the African easterly jet. Mon. Wea. Rev., 133 , 13111327.

    • Search Google Scholar
    • Export Citation
  • Jenkins, G. S., and A. Pratt, 2008: Saharan dust, lightning and tropical cyclones in the eastern tropical Atlantic during NAMMA-06. Geophys. Res. Lett., 35 , L12804. doi:10.1029/2008GL033979.

    • Search Google Scholar
    • Export Citation
  • Jenkins, G. S., A. Pratt, and A. Heymsfield, 2008: Possible linkages between Saharan dust and tropical cyclone rain band invigoration in the eastern Atlantic during NAMMA-06. Geophys. Res. Lett., 35 , L08815. doi:10.1029/2008GL034072.

    • Search Google Scholar
    • Export Citation
  • Kiladis, G. N., C. D. Thorncroft, and N. M. J. Hall, 2006: Three-dimensional structure and dynamics of African easterly waves. Part I: Observations. J. Atmos. Sci., 63 , 22122230.

    • Search Google Scholar
    • Export Citation
  • Lau, K. M., and K-M. Kim, 2007: Cooling of the Atlantic by Saharan dust. Geophys. Res. Lett., 34 , L23811. doi:10.1029/2007GL031538.

  • Lin, S-J., 2004: A “vertically Lagrangian” finite-volume dynamical core for global models. Mon. Wea. Rev., 132 , 22932307.

  • Moorthi, S., and M. J. Suarez, 1992: Relaxed Arakawa-Schubert. A parameterization of moist convection for general circulation models. Mon. Wea. Rev., 120 , 9781002.

    • Search Google Scholar
    • Export Citation
  • Reale, O., J. Terry, M. Masutani, E. Andersson, L. P. Riishojgaard, and J. C. Jusem, 2007: Preliminary evaluation of the European Centre for Medium-Range Weather Forecasts (ECMWF) nature run over the tropical Atlantic and African Monsoon region. Geophys. Res. Lett., 34 , L22810. doi:10.1029/2007GL031640.

    • Search Google Scholar
    • Export Citation
  • Reale, O., J. Susskind, R. Rosenberg, E. Brin, E. Liu, L. P. Riishojgaard, J. Terry, and J. C. Jusem, 2008: Improving forecast skill by assimilation of quality-controlled AIRS temperature retrievals under partially cloudy conditions. Geophys. Res. Lett., 35 , L08809. doi:10.1029/2007GL033002.

    • Search Google Scholar
    • Export Citation
  • Reale, O., W. K. Lau, J. Susskind, E. Brin, E. Liu, L. P. Riishojgaard, M. Fuentes, and R. Rosenberg, 2009: AIRS impact on the analysis and forecast track of Tropical Cyclone Nargis in a global data assimilation and forecasting system. Geophys. Res. Lett., 36 , L06812. doi:10.1029/2008GL037122.

    • Search Google Scholar
    • Export Citation
  • Rienecker, M. M., and Coauthors, 2008: The GEOS-5 data assimilation system. Documentation Versions 5.0.1, 5.1.0, and 5.20. NASA Tech. Rep. Series on Global Modeling and Data Assimilation 27, NASA/TM-2008-104606, 1–118. [Available online at http://gmao.gsfc.nasa.gov/pubs/docs/Rienecker369.pdf].

    • Search Google Scholar
    • Export Citation
  • Shen, B-W., R. Atlas, O. Reale, S-J. Lin, J-D. Chern, J. Chang, C. Henze, and J-L. Li, 2006: Hurricane forecasts with a global mesoscale-resolving model: Preliminary results with Hurricane Katrina (2005). Geophys. Res. Lett., 33 , L13813. doi:10.1029/2006GL026143.

    • Search Google Scholar
    • Export Citation
  • Susskind, J., 2007: Improved atmospheric soundings and error estimates from analysis of AIRS/AMSU data. Atmospheric and Environmental Remote Sensing Data Processing and Utilization III: Readiness for GEOSS, International Society for Optical Engineering (SPIE Proceedings, Vol. 6684), doi:10.1117/12.734336.

    • Search Google Scholar
    • Export Citation
  • Susskind, J., C. Barnet, J. Blaisdell, L. Iredell, F. Keita, L. Kouvaris, G. Molnar, and M. Chahine, 2006: Accuracy of geophysical parameters derived from atmospheric infrared sounder/advanced microwave sounding unit as a function of fractional cloud cover. J. Geophys. Res., 111 , D09S17. doi:10.1029/2005JD006272.

    • Search Google Scholar
    • Export Citation
  • Tao, W-K., S. Long, J. Simpson, C-H. Sui, B. Ferrier, and M-D. Chou, 1996: Cloud-radiation mechanisms associated with a tropical and a mid-latitude squall line. J. Atmos. Sci., 53 , 26242651.

    • Search Google Scholar
    • Export Citation
  • Wu, W-S., R. J. Purser, and D. F. Parrish, 2002: Three-dimensional variational analysis with spatially inhomogeneous covariances. Mon. Wea. Rev., 130 , 29052916.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 299 181 44
PDF Downloads 108 39 6