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HyperMINE – An Earth Observation Spatio-Temporal Data Mining System

Grivei, Alexandru-Cosmin and Datcu, Mihai (2015) HyperMINE – An Earth Observation Spatio-Temporal Data Mining System. In: Proceedings of 23rd Telecommunications forum TELFOR 2015, pp. 906-909. IEEE Xplore. 23rd Telecommunications Forum (TELFOR) 2015, 24-25 Nov 2015, Belgrade, Serbia. DOI: 10.1109/TELFOR.2015.7377612 ISBN 978-1-5090-0054-8

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Abstract

The increasing number of satellite missions for Earth exploration provides huge amounts of data. These data are of wide diversity regarding the images characteristics, thus new techniques and tools need to be developed to accommodate the extraction of meaningful information. This paper presents An Earth Observation Spatio-Temporal Data Mining System (HyperMINE), which integrates fast and complex query methods in order to generate SITS (Satellite Image Time Series) regarded as a data hypercube. The multidimensional data, considering geographical space, time, band, and satellite/sensor are used as input for information mining algorithms. The system is built on a modular multilayer architecture that allows effective processing of various sources of data.

Item URL in elib:https://elib.dlr.de/100430/
Document Type:Conference or Workshop Item (Speech)
Title:HyperMINE – An Earth Observation Spatio-Temporal Data Mining System
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Grivei, Alexandru-CosminUniversity Politehnica BucharestUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
Date:2015
Journal or Publication Title:Proceedings of 23rd Telecommunications forum TELFOR 2015
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.1109/TELFOR.2015.7377612
Page Range:pp. 906-909
Publisher:IEEE Xplore
ISBN:978-1-5090-0054-8
Status:Published
Keywords:satellite images, data mining, image time series
Event Title:23rd Telecommunications Forum (TELFOR) 2015
Event Location:Belgrade, Serbia
Event Type:international Conference
Event Dates:24-25 Nov 2015
Organizer:Telecommunications Society
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben hochauflösende Fernerkundungsverfahren
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Schwarz, Gottfried
Deposited On:04 Dec 2015 13:05
Last Modified:31 Jul 2019 19:57

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