DocumentCode
144065
Title
Object-oriented land use cover classification of Landsat 8 OLI images in Sumatra
Author
Chew Wai Chang ; Chenghua Shi ; Soo Chin Liew ; Leong Keong Kwoh
Author_Institution
Centre for Remote Imaging, Sensing & Process. (CRISP), Nat. Univ. of Singapore, Singapore, Singapore
fYear
2014
fDate
13-18 July 2014
Firstpage
4232
Lastpage
4234
Abstract
An object oriented approach was developed to derive land use/land cover classification maps over the island of Sumatra, Indonesia. The approach was developed to be used for Landsat 8 data over Sumatra. The accuracy assessment of the classified image used for development is about 90% while the test data yielded 80 %. The method will be applied to the data from Landsat 8 over the Sumatra to generate a 30 m resolution land cover classification map.
Keywords
geophysical image processing; image classification; land cover; land use; object-oriented methods; remote sensing; Indonesia; Landsat 8 OLI images; Sumatra; accuracy assessment; land cover classification maps; land use classification maps; object oriented land use cover classification; Accuracy; Earth; Image color analysis; Image resolution; Remote sensing; Satellites; Vegetation mapping; Land Cover; Landsat 8; Object-oriented;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location
Quebec City, QC
Type
conf
DOI
10.1109/IGARSS.2014.6947422
Filename
6947422
Link To Document