DocumentCode
2693982
Title
Extraction of coral bleaching by using high resolution satellite imagery
Author
Shinya, Kenshi ; Nagayoshi, Tsutomu ; Kang, Dongsik ; Hayao, Miyagi
Author_Institution
Graduate Sch. of Eng. & Sci., Ryukyus Univ., Okinawa, Japan
Volume
7
fYear
2004
fDate
10-13 Oct. 2004
Firstpage
6417
Abstract
In this research, we propose the technique of extracting the coral bleaching from a satellite image, carry out the simulation experiment in order to verify the effectiveness. It is an image of Taketomi-island in Japan photographed by high resolution satellite IKONOS. The sample pixels are extracted from each area in coral bleaching, dead coral, living coral, sand in sea, deep sea, and wood. The coral bleaching characteristics appear in the Red and the Blue band, when the distribution of Red, Green, Blue, Nir-infrared is respectively compared using the multivariate analysis. This paper derives a function which enhance these characteristics. The results of extraction experiments show accuracy improved by our proposed method.
Keywords
feature extraction; geophysics computing; image resolution; oceanographic techniques; radar imaging; coral bleaching extraction; high resolution satellite imagery; multivariate analysis; Bleaching; Data mining; Earth; Ecosystems; Global warming; Image resolution; Large-scale systems; Oceans; Protection; Satellites;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-8566-7
Type
conf
DOI
10.1109/ICSMC.2004.1401409
Filename
1401409
Link To Document