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CORR
2011
Springer

Detection of Spatial Changes using Spatial Data Mining

8 years 11 days ago
Detection of Spatial Changes using Spatial Data Mining
This paper uses the techniques of spatial data mining (SDM) and change detection (CD) in the field of geospatial information processing. Assuming the feasibility of discovering knowledge from spatial database and the demands of knowledge for change detection, the paper presents that change detection needs knowledge and technology of SDM should be integrated into applications of change detection. Special knowledge for change detection of linear feature, area feature and terrain are studied. Relationship between accuracy of change detection and errors of image registration is discussed. Change detection of linear feature, area feature and terrain based on SDM are investigated respectively. Change detection based on multivariate statistical analysis and training samples are analyzed. Land use/cover change detection based on SDM is discussed. Keywords- Land use and Land Cover (LULC), Change Detection, Spatial Data Mining, Photogrammetry
B. G. Kodge, P. S. Hiremath
Added 13 May 2011
Updated 13 May 2011
Type Journal
Year 2011
Where CORR
Authors B. G. Kodge, P. S. Hiremath
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