Title :
Association Rule Mining of Lithology Analysis in Three Gorges
Author :
Wang, Xianmin ; Niu, Ruiqing
Author_Institution :
Inst. of Geophys. & Geomatics, China Univ. of Geosci., Wuhan
Abstract :
Three Gorges are the south area which is thickly covered by soil and flourish vegetation and the lithology analysis is very difficult. There is also no mature method on this aspect. Three Gorges possess the characters of complicated terrain, frequent geologic disasters and full-grown vegetation and soil, so it is very important to make lithology analysis in the area. In the paper we made analysis of lithology with remote sensing images aiming at the area of Three Gorges, adopted the idea of oriented-object, built three sorts of guideline sets of spectrum, texture and vegetation covering, made quantification of the guideline sets and based on the algorithm of concept grid mined the associated rules of the lithology in the stratums of Three Gorges: Jia Second and Third Sections Jia Ling River Group T1j2 and T1j3, Ba First and Second Sections Ba Dong GroupT2b1 and T2b2, and Da Ye Group T1d.
Keywords :
data mining; remote sensing; Three Gorges; association rule mining; concept grid mined; data mining; lithology analysis; remote sensing images; terrain; Algorithm design and analysis; Association rules; Data mining; Geology; Guidelines; Image analysis; Image texture analysis; Remote sensing; Soil; Vegetation mapping; data mining; knowledge discovery; lithology; remote sensing;
Conference_Titel :
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-3581-4
DOI :
10.1109/ETCS.2009.486