DocumentCode
1488286
Title
Land Cover Classification and Change Analysis in the Horqin Sandy Land From 1975 to 2007
Author
Bagan, Hasi ; Takeuchi, Wataru ; Kinoshita, Tsuguki ; Bao, Yuhai ; Yamagata, Yoshiki
Author_Institution
Center for Global Environ. Res., Nat. Inst. for Environ. Studies, Tsukuba, Japan
Volume
3
Issue
2
fYear
2010
fDate
6/1/2010 12:00:00 AM
Firstpage
168
Lastpage
177
Abstract
Observations over the last three decades show that desertification poses a serious threat to the livelihood and productivity of inhabitants of the Horqin Sandy Land region of China. We evaluated the dynamics and trends of changes of land cover in the Horqin Sandy Land by using Landsat archive images from 1975, 1987, 1999, and 2007. We applied two supervised classification methods, the self-organizing map neural network method and the subspace method. Our analyses revealed significant changes to land cover over the period 1975-2007. The area of cropland doubled over the last three decades. This expansion was accompanied by large increases in water consumption and considerable loss of areas of grassland and woodland. Many lakes and rivers shrank rapidly or disappeared in this region between 1975 and 2007. The sandy area expanded rapidly from 1975 to 1987 but gradually slowed thereafter.
Keywords
neural nets; vegetation mapping; AD 1975 to 2007; China; Horqin Sandy Land region; Landsat archive images; change analysis; cropland; desertification; grassland; lakes; land cover; rivers; self-organizing map neural network method; subspace method; water consumption; woodland; Agriculture; Cities and towns; Earth; Government; Humans; Productivity; Remote sensing; Satellites; Soil; Storms; Change detection; Horqin Sandy land; desertification; land cover; landsat;
fLanguage
English
Journal_Title
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
Publisher
ieee
ISSN
1939-1404
Type
jour
DOI
10.1109/JSTARS.2010.2046627
Filename
5462992
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