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http://dx.doi.org/10.14400/JDC.2015.13.2.193

3D Visualization of Satellite Remote-Sensing Images Using an Array DBMS  

Choi, Jong Hyeok (Dept. of Computer Education, Chungbuk National University)
Lee, Jong Yun (Dept. of Software Engineering, Chungbuk National University)
Publication Information
Journal of Digital Convergence / v.13, no.2, 2015 , pp. 193-204 More about this Journal
Abstract
An array DBMS has been expected widely from scientists because it is convenient to store and analyze the data of array type. In this paper, we describe how to handle satellite remote-sensing images in the array DBMS. However, previous works in their visualization have two problems as follows. First, the images are visualized as a state of distorted by the curvature of the earth. Second, it is difficult to apply the results of visualization by pre-written queries to other analyses. Therefore, this paper proposes a three dimensional visualization method of satellite remote-sensing images, not traditional 2D visualization. Our research contents are as follows. First, we describe how to store, process, and analyze the satellite remote-sensing images in the array DBMS. Second, we propose a three-dimensional visualization method for their processed outputs. Lastly, our contributions can be summarized that we propose a method of handling satellite remote-sensing images in the array DBMS and their 3D visualization techniques. It is also expected that their use be available widely in many industrial areas.
Keywords
Array DBMS; SciDB; Satellite remote-sensing; MODIS; Visualization; Convergence of oceanography and IT;
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  • Reference
1 Global 30 Arc-Second Elevation (GTOPO30), https://lta.cr.usgs.gov/GTOPO30, January 24, 2012.
2 Philippe Cudre-Mauroux, Hideaki Kimura, Kian-Tat Lim, Jennie Rogers, Samuel Madden, Michael Stonebraker, Stanley B. Zdonik,Paul G. Brown, SS-DB: a standard science DBMS benchmark, 2012 XLDB, 2012.
3 Emad Soroush, Magdalena Balazinska, Daniel Wang, Arraystore: a storage manager for complex parallel array processing, 2011 ACM SIGMOD International Conference on Management of data, pp.253-264, 2011.
4 Leilani Battle, Michael Stonebraker, Remco Chang, Dynamic reduction of query result sets for interactive visualizaton, 2013 IEEE International Conference on Big Data, pp.1-8, 2013.
5 Emad Soroush, Magdalena Balazinska, Hybrid merge/overlap execution technique for parallel array processing, EDBT/ICDT 2011 Workshop on Array Databases, pp.20-30, 2011.
6 George Riggs, Dorothy K.Hall, Snow mapping with the MODIS Aqua instrument, 61st Eastern snow conference, Vol. 9, No. 11, pp.81-84, 2004.
7 Emad Soroush, Magdalena Balazinska, Time travel in a scientific array database, 2013 IEEE International Conference on Data Engineering, pp.98-109, 2013.
8 Lavanya Ramakrishnan, Pradeep K. Mantha, Yushu Yao, Richard S. Canon, Evaluation of NoSQL and Array Databases for Scientific Applications, DataCloud Workshop, 2013.
9 M Stonebraker, P Brown, A Poliakov, S Raman, The Architecture of SciDB, Scientific and statistical database management, pp.1-16, 2011.
10 Bill Howe (2007). GRIDFIELDS: Model-Driven Data Transformation in the Physical Sciences. Ph.D. dissertation, p.276, Portland State University.
11 Peter Baumann, Paula Furtado, Roland Ritsch, Norbert Widmann, The RasDaMan approach to multidimensional database management, 1997 ACM symposium on Applied computing, pp.166-173, 1997.
12 Gary Planthaber, Michael Stonebraker, James Frew, EarthDB: scalable analysis of MODIS data using SciDB, BigSpatial'12, pp.11-19, 2012
13 Qingyun Xie, Siva Ravada, Weisheng Xu, Zhihai Zhang, An enterprise database-centric approach for geospatial image management and processing, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 37, pp.199-204, 2008.
14 Peter Alexander Boncz, Monet: a next-Generation DBMS Kernel for Query-Intensive Applications, Ph.D. dissertation, p.209, Universiteit van Amsterdam, 2002.
15 Regina O. Obe, Leo S. Hsu, PostGIS in Action, p.520, Manning publications, 2011
16 Michael Stonebraker, Jennie Duggan, Leilani Battle, Olga Papaemmanouil, SciDB DBMS Research at MIT, IEEE Data Engineering Bull, Vol. 36, No. 4, pp.21-30, 2013.
17 Michael Stonebraker, Jacek Becla, David Dewitt, Kian-Tat Lim, David Maier, Oliver Ratzesberger, Stan Zdonik, Requirements for Science Data Bases and SciDB, CIDR, Vol. 7, pp.173-184, 2009.
18 P.G. Brown, Overview of SciDB: large scale array storage, processing and analysis, 2010 ACM SIGMOD International Conference on Management of data, pp.963-968, 2010.
19 P. Cudre-Mauroux, H. Kimura, K.-T. Lim, J. Rogers, R. Simakov, E. Soroush, P. Velikhov, D. L. Wang, M. Balazinska, J. Becla, D. DeWitt, B. Heath, D. Maier, S. Madden, J. Patel, M. Stonebraker, S. Zdonik, A demonstration of SciDB: a science-oriented DBMS, VLDB Endowment, Vol. 2, No. 2, pp1534-1537, 2009.   DOI
20 Michael Stonebraker, Paul Brown, Donghui Zhang, Jacek Becla, SciDB: A database management system for applications with complex analytics, Computing in Science & Engineering, Vol. 15, No. 3, pp.54-62, 2013.   DOI   ScienceOn