DocumentCode :
1893727
Title :
Influence of endmember spectra on scaling effect of vegetation cover estimationwith NDVI
Author :
Obata, Kenta ; Yoshioka, Hiroki
Author_Institution :
Dept. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan
fYear :
2011
fDate :
24-29 July 2011
Firstpage :
2919
Lastpage :
2922
Abstract :
Fraction of vegetation cover (FVC) retrieved by NDVI-isoline based linear mixture model (LMM) suffers from systematic biases due to difference in spatial resolution among sensors, known as ´scaling effect´. Scaling effect of the FVC has been investigated analytically in a previous work under the two-endmember assumption. It implies that the scaling effect (systematic bias) will be minimized by using a certain combinations of endmember spectra. The objective of this study is to examine influence of endmember spectra on the scaling effect of FVC with LANDSAT7/ETM+ data. The results demonstrated that there exists endmember spectrum of vegetation and non-vegetation which mitigate the scaling effect. Findings in this study should contribute to cross-sensor calibra tion of FVC estimation necessary to improve consistency and accuracy in monitoring of vegetation cover.
Keywords :
geophysical signal processing; vegetation mapping; FVC retrieval; LANDSAT7 ETM+ data; NDVI; endmember spectra; linear mixture model; scaling effect; spatial resolution; systematic bias; vegetation cover estimation; vegetation cover fraction; Earth; Estimation; Remote sensing; Satellites; Spatial resolution; Vegetation mapping; Fraction of vegetation cover; NDVI isoline; endmember; linear mixture model; scaling effect;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
ISSN :
2153-6996
Print_ISBN :
978-1-4577-1003-2
Type :
conf
DOI :
10.1109/IGARSS.2011.6049826
Filename :
6049826
Link To Document :
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