DocumentCode :
1997001
Title :
Dynamic remote sensing monitoring of land use change in Xiangxi river watershed by decision tree method
Author :
Cao, Xue ; Li, Manchun ; Luo, Ping ; Ke, Changqing
Author_Institution :
Sch. of Geographic & Oceanogr. Sci., Nanjing Univ., Nanjing, China
fYear :
2010
fDate :
18-20 June 2010
Firstpage :
1
Lastpage :
4
Abstract :
Monitoring land use status timely is the basis of rational management of land resource, and the important gist for planning agriculture or even the whole national economy. Possessing the advantages of macroscopic information, real time, periodicity and integrity, remote sensing provide the possibility for monitoring land use quickly, objectively and precisely. This research uses CART algorithm to draw knowledge automatically, and extracts classification image of the trial zone to analyze land use change in Xiangxi river watershed. It was concluded that Land use was unreasonable utilized at Xiangxi River basin in recently years, vegetation and the maintenance of water and soil were destroyed in a certain extent.
Keywords :
decision trees; geophysical image processing; geophysics computing; photogrammetry; remote sensing; rivers; soil; terrain mapping; vegetation; CART algorithm; China; Xiangxi River basin; Xiangxi River watershed; agriculture; classification image; decision tree method; dynamic remote sensing monitoring; land resource; land use change; national economy; rational management; soil; trial zone; vegetation; Accuracy; Classification algorithms; Classification tree analysis; Monitoring; Remote sensing; Rivers; CART algorithm; decision tree; land use change; remote sensing; xiangxi river basin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoinformatics, 2010 18th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-7301-4
Type :
conf
DOI :
10.1109/GEOINFORMATICS.2010.5567759
Filename :
5567759
Link To Document :
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