DocumentCode
2838358
Title
Extracting Hazardous Geology Information Based on Spatial Data Mining
Author
Zhan, Yunjun ; Yang, Haiwei
Author_Institution
Coll. of Resources & Environ. Eng., Wuhan Univ. of Technol., Wuhan, China
fYear
2009
fDate
1-3 Nov. 2009
Firstpage
514
Lastpage
517
Abstract
Remote sensing technology has been used in hazardous geology survey and evaluation. But there are many problems such as the difficulty of potential hazards body identification, low automation, and low identification accuracy in the condition of complicated terrain. For this, the paper put forward point of using spatial data mining technology to recognize and extract unfavorable geological body. Research shows that data mining can be applied to excavate multi-source information and extract the hazardous geology spots and potential unfavorable geological body. This paper explores and researches on the geological database-construction oriented to multi-source geological spatial information mining, the geological spatial data mining method, mining system and mining process based on unfavorable geological body recognition, proving its feasibility with an instance.
Keywords
data mining; geographic information systems; geology; hazardous areas; geological database; hazardous geology information; multisource geological information; remote sensing; spatial data mining; Data mining; Data visualization; Geographic Information Systems; Geology; Hazards; Knowledge management; Remote sensing; Space technology; Spatial databases; Visual databases; hazardous geoligy; information extracting; remote sensing; spatial data mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Networks and Intelligent Systems, 2009. ICINIS '09. Second International Conference on
Conference_Location
Tianjin
Print_ISBN
978-1-4244-5557-7
Electronic_ISBN
978-0-7695-3852-5
Type
conf
DOI
10.1109/ICINIS.2009.137
Filename
5364595
Link To Document