Using NDVI data for Malaysia land use classification

Author

Han, Nianlong ; Liu, Chuang ; Lv, Tingting

Author_Institution

Coll. of Resources Sci. & Technol., Beijing Normal Univ., Beijing, China

Volume

2

fYear

2010

fDate

27-29 March 2010

Firstpage

187

Lastpage

190

Abstract

In order to verify the feasibility of NDVI time series data applied in land use classification at cloudy and rainy regions. In this paper, Malaysia was taken as an example, an appropriate land use classification of it was established, and Harmonic Analysis of Time Series (HANTS) algorithm was chosen to reconstruct the NDVI time series for Malaysia land classification. The results indicated that the NDVI time-series processed by HANTS can be well used in tropical region land use classification research.

Keywords

decision trees; geographic information systems; geophysical image processing; geophysical techniques; harmonic analysis; image classification; time series; Harmonic Analysis of Time Series algorithm; Malaysia land use classification; NDVI time series; cloudy regions; decision tree; rainy regions; Classification tree analysis; Decision trees; Electronic mail; Harmonic analysis; Humans; MODIS; Ocean temperature; Remote sensing; Spatial resolution; Vegetation; Decision Tree; Harmonic Analysis; Land Use Classificaiton; Malaysia; NDVI Time-series;

fLanguage

English

Publisher

ieee

Conference_Titel

Advanced Computer Control (ICACC), 2010 2nd International Conference on

Conference_Location

Shenyang

Print_ISBN

978-1-4244-5845-5

Type

conf

DOI

10.1109/ICACC.2010.5487211

Filename

5487211