DocumentCode
3071823
Title
A new finer resolution land-use mapping method using time series of NDVI from HJ-1/CCD data
Author
Peng Ma ; Bo Zhong ; Weisheng Li ; Qinhuo Liu
Author_Institution
Coll. of Comput. Sci. & Technol., Univ. of Posts & Telecomunications, Chongqing, China
fYear
2013
fDate
21-26 July 2013
Firstpage
4285
Lastpage
4288
Abstract
HJ-1/CCD data has both high spatial resolution and high temporal frequency. By using NDVI time series and SVM classifier with HJ-1/CCD data source, this paper proposed a new resolution for land use classification of Dahuofang Reservoir, Liaoning Province, China. The validation result demonstrates that this resolution could obtain finer result than others.
Keywords
land use; pattern classification; support vector machines; vegetation; vegetation mapping; China; Dahuofang Reservoir; HJ-1 CCD data source; Liaoning Province; NDVI time series; SVM classifier; finer resolution land-use mapping method; land use classification; spatial resolution; temporal frequency; Charge coupled devices; Earth; Remote sensing; Satellites; Spatial resolution; Support vector machines; Time series analysis; Dahuofang Reservoir; HJ-1/CCD; NDVI time series; SVM classifier;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location
Melbourne, VIC
ISSN
2153-6996
Print_ISBN
978-1-4799-1114-1
Type
conf
DOI
10.1109/IGARSS.2013.6723781
Filename
6723781
Link To Document