DocumentCode
410875
Title
Comparative assessment of ASTER image and ETM+ fusion image for agricultural applications
Author
Jinlong, Fan ; Bingfang, Wu ; Huiping, Huang
Author_Institution
Inst. of Remote Sensing Applications, Chinese Acad. of Sci., Beijing, China
Volume
4
fYear
2003
fDate
21-25 July 2003
Firstpage
2203
Abstract
ASTER has 3 bands of 15 m spatial resolution in the visible and near-infrared wavelength regions. These three bands have the same spectral zones as Landsat7 ETM+ multispectral bands. We compared the performance of the ASTER image with that of the ETM fusion image from 4 key aspects in order to accelerate its application for agriculture monitoring. These 4 key aspects are geometric correction, typical surface features identification, land target area measurement, image classification and interpretation. The results show that the ASTER image can be geometrically corrected with high accuracy, is better than the ETM+ fusion image for typical surface features identification, records the small land targets in detail, can be more suitable for recognition by eye, can be used for measuring land target area with high accuracy, and has the same good performance as the ETM image for image classification and interpretation. ASTER shows great potential for the applications of agricultural monitoring.
Keywords
agriculture; image classification; sensor fusion; vegetation mapping; ASTER image; ETM fusion image; Landsat7 ETM+; agricultural applications; agriculture monitoring; geometric correction; image classification; image interpretation; land target area measurement; multispectral bands; near infrared wavelength region; spectral zones; surface feature identification; visible region; Acceleration; Agriculture; Area measurement; Image classification; Image recognition; Land surface; Monitoring; Remote sensing; Satellites; Spatial resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International
Print_ISBN
0-7803-7929-2
Type
conf
DOI
10.1109/IGARSS.2003.1294389
Filename
1294389
Link To Document