Title :
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
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;
Conference_Titel :
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-5845-5
DOI :
10.1109/ICACC.2010.5487211