DocumentCode :
2070776
Title :
Remote Sensing Image Extraction and Precision Analysis for Alpine Wetland Based on Coupling Analysis of Multispectral Factor PCA and Decision Tree
Author :
Li, Wenlong ; Liang, Tiangang ; Wang, Xun
Author_Institution :
Key Lab. of Grassland Agro-Ecosyst., Lanzhou Univ., Lanzhou, China
fYear :
2009
fDate :
17-19 Oct. 2009
Firstpage :
1
Lastpage :
6
Abstract :
The study was conducted to learn remote sensing information extraction in alpine wetland in Maqu, Gansu. The first principle component obtained by utilizing TM multispectral data, digital elevation data, GIMMS NDVIand principal component analysis (PCA) was regarded as the classification character. The decision tree module for wetland information extraction was built through analyzing data with spatial character, spectrum character and statistic. And then the decision tree module was compared with methods of unsupervised classification and maximum likelihood. The research indicates the classification method based on multi-featured decision tree is able to be used in thematic information extraction, and has a preferable applicability and bright prospect in research on alpine wetland.
Keywords :
decision trees; image classification; principal component analysis; remote sensing; GIMMS NDVIand; Gansu; Maqu; TM multispectral data; alpine wetland; coupling analysis; digital elevation data; multifeatured decision tree; precision analysis; principal component analysis; remote sensing image extraction; remote sensing information extraction; thematic information extraction; Agriculture; Classification tree analysis; Data mining; Decision trees; Image analysis; Laboratories; Principal component analysis; Remote sensing; Rivers; Water resources;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
Type :
conf
DOI :
10.1109/CISP.2009.5300958
Filename :
5300958
Link To Document :
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