• DocumentCode
    1515449
  • Title

    Model-Based Weather Radar Remote Sensing of Explosive Volcanic Ash Eruption

  • Author

    Marzano, Frank Silvio ; Marchiotto, Sara ; Textor, Christiane ; Schneider, David J.

  • Author_Institution
    Dept. of Electron. Eng., Sapienza Univ. of Rome, Rome, Italy
  • Volume
    48
  • Issue
    10
  • fYear
    2010
  • Firstpage
    3591
  • Lastpage
    3607
  • Abstract
    Microphysical and dynamical features of volcanic ash clouds can be quantitatively monitored by using ground-based microwave weather radars. These systems can provide data for determining the ash volume, total mass, and height of eruption clouds. In order to demonstrate the unique potential of this microwave active remote-sensing technique, the case study of the eruption of Augustine Volcano in Alaska in January 2006 is described and analyzed. Volume scan data, acquired by a NEXRAD WSR-88D S-band ground-based weather radar, are processed to automatically classify and estimate eruptive cloud particle concentration. The numerical results of the coupled model Z-reflectivity from Active Tracer High resolution Atmospheric Model (ATHAM), including particle aggregation processes and simulation of radar reflectivity from the ATHAM microphysical model, are exploited to train the inversion algorithm. The volcanic ash radar retrieval based on the ATHAM algorithm is a physical-statistical approach based on the backscattering microphysical model of volcanic cloud particles (hydrometeors, ash, and aggregates), used within a Bayesian classification and optimal regression algorithm. A sensitivity analysis is carried out to evaluate the overall error budget. The evolution of the Augustine eruption is discussed in terms of radar measurements and products, pointing out the unique features, the current limitations, and future improvements of radar remote sensing of volcanic plumes.
  • Keywords
    aerosols; ash; meteorological radar; remote sensing by radar; volcanology; AD 2006 01; ATHAM microphysical model; Active Tracer High resolution Atmospheric Model ATHAM; Alaska; Augustine Volcano; Bayesian classification; NEXRAD WSR-88D S-band radar; aggregates; backscattering microphysical model; coupled model Z-reflectivity; dynamical features; eruptive cloud particle concentration; explosive volcanic ash eruption; ground-based microwave weather radars; hydrometeors; inversion algorithm; microphysical features; microwave active remote-sensing technique; model-based weather radar remote sensing; optimal regression algorithm; particle aggregation; physical-statistical approach; radar reflectivity; sensitivity analysis; volcanic ash clouds; volume scan data; Atmospheric modeling; Clouds; Explosives; Meteorological radar; Microwave theory and techniques; Reflectivity; Remote monitoring; Remote sensing; Volcanic ash; Volcanoes; Ash particle aggregation; ash retrieval; inversion methods; microwave radars; numerical simulation; volcanic eruption clouds;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2010.2047862
  • Filename
    5484494