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JACIII Vol.11 No.8 pp. 1043-1048
doi: 10.20965/jaciii.2007.p1043
(2007)

Paper:

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Forest and Field Fire Search System Using MODIS Data

Eiji Nunohiro*, Kei Katayama**, Kenneth J. Mackin*,
and Jong Geol Park*

*Tokyo University of Information Sciences, 1200-2 Yatoh-cho, Wakaba-ku, Chiba 265-8501, Japan

**Graduate School of Tokyo University of Information Sciences, 1200-2 Yatoh-cho, Wakaba-ku, Chiba 265-8501, Japan

Received:
March 14, 2007
Accepted:
July 10, 2007
Published:
October 20, 2007
Creative Commons License
Keywords:
fire detection, searching algorithm, MODIS data, PC cluster system
Abstract
Tokyo University of Information Sciences receives MODIS (Moderate Resolution Imaging Spectroradiometer) data from NASA’s Terra and Aqua satellites, and provides the processed data to universities and research institutes as part of the academic frontier project. This paper considers the utilization of MODIS data for a system to search for fire regions in forests and fields. For the search system to be effective, the system must be able to extract the location, range and distribution of fires in forests and fields from a large scale image database quickly with high accuracy. In order to achieve high search response time and to improve the accuracy of the analysis, we propose a forest and field fire search system which implements a) a parallel distributed system configuration using multiple PC clusters, and b) MOD02, MOD03 and MOD09 process levels of MODIS data for input data which provide higher resolution and more accurate readings than the standard MOD14 process level data.
Cite this article as:
E. Nunohiro, K. Katayama, K. Mackin, and J. Park, “Forest and Field Fire Search System Using MODIS Data,” J. Adv. Comput. Intell. Intell. Inform., Vol.11 No.8, pp. 1043-1048, 2007.
Data files:
References
  1. [1] http://modis.gsfc.nasa.gov/data/atbd ,
    NASA MODIS Website (referenced Mar. 1, 2007).
  2. [2] J. Park, Y. Yasuda, and H. Sekine, “Forest and fields fire monitoring system using MODIS data,” Japan Society of Photogrammetry and Remote Sensing Annual Conf., 2006 (in Japanese).
  3. [3] R. Wright, L. Flynn, H. Garberl, A. Harris, and E. Pilger, “Automated volcanic eruption detection using MODIS,” Remote Sensing of Environment, 82, pp. 135-255, 2002.
  4. [4] R. Wright, L. P. Flynn, H. Garberl, A. Harris, and E. Pilger, “MODVOLC: near-real-time thermal monitoring of global volcanism,” Journal of volcanology and geothermal research, 135, pp. 29-49, 2004.
  5. [5] E. F. Vermote, N. Z. El Saleous, and C. O. Justice, “Operational atmospheric correction of the MODIS data in the visible to middle infrared: First results,” Rem. Sens. Environ., 83, pp. 97-111, 2002.

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Last updated on Oct. 02, 2023