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Abstract
Multidimensional Geographical Information System allows storing, querying and processing of multidimensional query data. It is able to process satellite imagery and provide tools for its analysis. In the article authors present the developed system that analyzes a time series of SENTINEL - 1 mission satellite imagery acquired over the coast of Poland. The algorithm used finds and detects changes in the shape of the coastline over a long period of time. The system uses a Raster Data Manager array database management system to simplify the process of data querying, trimming, storing and analysing. Authors present how the recent trends in GIS development, like RASDAMAN, can be applied to satellite imagery processing.
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- Category:
- Articles
- Type:
- artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
- Published in:
-
HYDROACOUSTICS
no. 20,
pages 41 - 50,
ISSN: 1642-1817 - Language:
- English
- Publication year:
- 2017
- Bibliographic description:
- Drypczewski K., Markiewicz Ł., Stepnowski A.: Multidimensional GIS for satellite imagery analysis// HYDROACOUSTICS. -Vol. 20., (2017), s.41-50
- Bibliography: test
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- K. Drypczewski, A. Stepnowski, SOLAP GIS in maritime research, Hydroacoustics pp. 93-100, vol. 19, 2016, Gdansk. open in new tab
- K. Drypczewski, B. Wiśniewski, M. Kulawiak, K. Bruniecki, GIS for processing multidimensional marine data in SAAS model, Hydroacoustics pp. 47-58, vol. 16, 2013, Gdansk.
- P. Snoeij, E.Attema, M.Davidson, The Sentinel-1 radar mission: status and performance, Radar Conference -Surveillance for a Safer World, 2009. open in new tab
- A. Rucci, A. Ferretti, A. Monti Guarnieri, F. Rocca, Sentinel 1 SAR interferometry applications: The outlook for sub millimeter measurements, Remote Sensing of Environment Volume 120, p. 156-163, 2012. open in new tab
- S-1 Polarimetry, https://sentinel.esa.int/web/sentinel/user-guides/sentinel-1-sar/product- overview/polarimetry.
- P. Baumann, A. Dehmel, M. Höfner, N. Widmann, Exploring Sensor and Simulation Raw Data with RasDaMan. Extending Database Technology (EDBT) 2000, March 27- 31, 2000, Konstanz, Germany. open in new tab
- L. Libkin, R. Machlin, L. Wong, A query language for multidimensional arrays: Design, implementation, and optimization techniques, Proceedings of the ACM SIGMOD'96, 1996, Montreal, Canada, pp. 228 -239. open in new tab
- A. Marathe, K. Salem: Query Processing Techniques for Arrays, Proceedings of the ACM SIGMOD'99, 1999, Philadelphia, USA, pp. 323-334. open in new tab
- S. Sarawagi, M. Stonebraker: Efficient Organization of Large Multidimensional Arrays, Proceedings of the ICDE'94, 1994 Houston, USA, pp. 328-336. open in new tab
- P. Baumann, A. Dehmel, P. Furtado, R. Ritsch, N. Widmann, Spatio-Temporal Retrieval with RasDaMan. Very Large Data Bases (VLDB) 1999, September 7-10, 1999, Edinburgh, Scotland, UK, Morgan Kaufmann 1999, pp. 746-749. open in new tab
- Rasdaman website, http://www.rasdaman.org/
- P. Baumann, Query Language Guide, http:// rasdaman.eecs.jacobs- university.de/trac/rasdaman/browser/manuals_and_examples/manuals/pdf/ql-guide.pdf. open in new tab
- International Organization for Standardization (ISO): Database Language SQL. ISO 9075, 1992(E), 1992. open in new tab
- Copernicus overview, http://www.esa.int/Our_Activities/Observing_the_Earth/Copernicus/Overview4 open in new tab
- Copernicus Open Access Hub, https://scihub.copernicus.eu/. open in new tab
- M. Piccardi, Background subtraction techniques: a review, IEEE International Conference on Systems, Man and Cybernetics, 2004. open in new tab
- Dar-Shyang Lee, Effective Gaussian mixture learning for video background subtraction, IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 27, Issue 5, 2005.
- O.Barnich, M. Van Droogenbroeck, ViBe: A Universal Background Subtraction Algorithm for Video Sequences, IEEE Transactions on Image Processing, Volume 20, Issue 6, 2011. open in new tab
- Verified by:
- Gdańsk University of Technology
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