DocumentCode :
3009471
Title :
Land Cover Changes in Qaidam Area from 2000 to 2008
Author :
Liu, Xiangjun ; Lai, Zhongping ; Ma, Yuwei ; Yu, Lupeng
Author_Institution :
Key Lab. of Salt Lake Resources & Chem., Chinese Acad. of Sci. (CAS), Xining, China
fYear :
2010
fDate :
29-31 Oct. 2010
Firstpage :
1
Lastpage :
4
Abstract :
Qaidam Basin is one of the largest arid regions in the middle latitude Asia, which is surrounded by high mountains. The ecosystem of this region is fragile due to limited annual precipitation amounts in the interior basin and large temperature differentia between winter and summer on the surrounding mountains. Several researchers have reported vegetation cover in this area had degraded in the past several decades with the climate changes and human activity. In this study, we use 1-km resolution moderate-resolution imaging spectroradiometer (MODIS) normalized difference vegetation index (NDVI) to explore land cover changes in Qaidam area from 2000 to 2008 based on combine decision tree (DT) and spectral angle (SA) classification methods. An accuracy test illustrates the classification are of credible accuracy for both time periods. Analysis results indicate that vegetation cover has increased for the past 9 years in the Qaidam Area, and lake areas and multi-year snow/ice cover areas have also increased significantly, while barrenland has decreased.
Keywords :
data acquisition; decision trees; radiometry; terrain mapping; vegetation; vegetation mapping; AD 2000 to 2008; China; Qaidam area; annual precipitation amounts; climate changes; decision tree classification; lake areas; land cover changes; moderate-resolution imaging spectroradiometer; normalized difference vegetation index; spectral angle classification; vegetation cover; Accuracy; Ice; Lakes; Land surface temperature; Ocean temperature; Snow; Vegetation mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Technology (ICMT), 2010 International Conference on
Conference_Location :
Ningbo
Print_ISBN :
978-1-4244-7871-2
Type :
conf
DOI :
10.1109/ICMULT.2010.5631384
Filename :
5631384
Link To Document :
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