DocumentCode
3375669
Title
Operational Data Store of Multi-Platform, Multi-Source, Multi-Scale, Multi-Temporal Data Sets
Author
Weiwei Song ; Yuanmin Fang ; Jie Chen ; Yongming Yang
Author_Institution
Fac. of Land Resoruce Eng., KunMing Univ. of Sci. & Technol., Kunming, China
fYear
2011
fDate
9-11 Aug. 2011
Firstpage
1
Lastpage
4
Abstract
With the development of geographic information technologies, large amount of data collected from satellite, airborne, and ground based imaging systems. Large amount of structured data and unstructured data come to TB level. Data organization, management and application became a geographic information bottleneck. In this paper, Operational Data Storage (ODS) of multi-platform, multi-source, multi-scale, multi-temporal image and data manipulation are studied. Through integrated planning, design massive GIS data storage structure, management tools and mechanisms for application service. Thinking of the data integration, data storage layer, data processing and data mart applications in terms of massive data, get the effective integration of multi-platform data, multi-source data, multiscale data, multi-temporal data, to provide efficient, accurate information services for application of geographic information. Studying spatial data conversion, data storage model, model of data services, designing Extract, Transformation and Loading (ETL) process for spatial data, a framework for spatial data ODS design be proposed, provide a base for further data mining and knowledge discovery in spatial data base available.
Keywords
data conversion; data mining; geographic information systems; data integration; data management; data mart; data mining; data organization; data processing; data storage layer; data storage model; extract transformation and loading process; geographic information technologies; ground based imaging systems; knowledge discovery; operational data storage; spatial data conversion; unstructured data; Complexity theory; Data mining; Data models; Memory; Object oriented modeling; Shape; Spatial databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Data Fusion (ISIDF), 2011 International Symposium on
Conference_Location
Tengchong, Yunnan
Print_ISBN
978-1-4577-0967-8
Type
conf
DOI
10.1109/ISIDF.2011.6024268
Filename
6024268
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