DocumentCode :
484001
Title :
Hyperspectral Analysis of Japanese Oak Wilt to Determine Normalized Wilt Index
Author :
Uto, Kuniaki ; Takabayashi, Yuji ; Kosugi, Yukio ; Ogata, Toshinari
Author_Institution :
Interdiscipl. Grad. Sch. of Sci. & Eng., Tokyo Inst. of Technol., Yokohama
Volume :
2
fYear :
2008
fDate :
7-11 July 2008
Abstract :
Significant Japanese Oak Wilt has been widely spreading over the Japanese Islands since the 1980´s. We proposed a Normalized Wilt Index (NWI) based on NDVI and NDGI for the purpose of detecting the oak wilt from ASTER VNIR data. The NWI of wilt leaves indicated significantly higher value than those of healthy leaves in early stages of autumnal tints. The NWI of summer mountainous data realized a better wilt detection performance with low false positive in comparison with other NDVI, NDGI based methods. The NWI distribution based on ASTER data roughly coincided with a field inspection map as ground truth.
Keywords :
diseases; geophysical techniques; object detection; remote sensing; vegetation; ASTER VNIR data; Japanese Islands; NDGI; NDVI; NWI; Normalized Wilt Index; Oak Wilt; autumnal tints; hyperspectral analysis; wilt leaves; Costs; Government; Hyperspectral imaging; Hyperspectral sensors; Inspection; Optical imaging; Pixel; Reflectivity; Remote sensing; Satellites; ASTER; Japanese oak wilt; NDGI; NDVI; NWI;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
Type :
conf
DOI :
10.1109/IGARSS.2008.4778986
Filename :
4778986
Link To Document :
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