• DocumentCode
    60920
  • Title

    Objective Detection of Center of Tropical Cyclone in Remotely Sensed Infrared Images

  • Author

    Jaiswal, Neeru ; Kishtawal, C.M.

  • Author_Institution
    Atmos. & Oceanic Sci. Group Earth, Ocean, Atmos., Planetary Sci. & Applic. Area (EPSA), Space Applic. Centre (ISRO), Ahmedabad, India
  • Volume
    6
  • Issue
    2
  • fYear
    2013
  • fDate
    Apr-13
  • Firstpage
    1031
  • Lastpage
    1035
  • Abstract
    In the present work, an objective technique has been presented to fix the center position of TC in the satellite generated infrared images. The basis of the technique is to determine the point around which the fluxes of the gradient vectors of brightness temperature (BT) are converging. First, variance of brightness temperature at each pixel from its neighboring pixels is computed and then flux of the gradient of variance values is computed. Next, a line parallel to the gradient vector at each pixel is drawn across the image, and the locations where these lines intersect each other are stored in a density matrix. The score values accumulated in the density matrix are averaged and location with the highest score is identified. This position is considered to be the center location of the cyclone. The technique has been tested over the Kalpana satellite generated (approximately 1000) IR images of the cyclones that formed during the period 2009-2010. The technique has been used in fully automated mode for the four cyclones viz., Phyan, Ward, Laila, and Phet. The half hourly sequential IR images during the life period of each cyclone is analyzed and the center position is determined. The track of cyclone obtained by the automatically determined center position is compared with the observed track obtained from Joint Typhoon Warning Centre (JTWC). The mean track error with respect to JTWC observations for four cyclones Phyan, Ward, Laila, and Phet was computed and found as 42, 82, 58, and 42.5 km, respectively.
  • Keywords
    atmospheric techniques; remote sensing; storms; AD 2009 to 2010; Joint Typhoon Warning Centre; Kalpana satellite; Laila cyclone; Phet cyclone; Phyan cyclone; Ward cyclone; brightness temperature gradient vectors; density matrix; objective technique; remotely sensed infrared images; satellite generated infrared images; tropical cyclone center detection; Cyclone center; flux; geostationary satellite; gradient vectors; image variance; infrared image; tropical cyclones;
  • fLanguage
    English
  • Journal_Title
    Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    1939-1404
  • Type

    jour

  • DOI
    10.1109/JSTARS.2012.2215016
  • Filename
    6516056