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Topologically Consistent Models for Efficient Big Geo-Spatio-Temporal Data Distribution

Jahn, M. W.; Bradley, P. E.; Al Doori, M.; Breunig, M.

Abstract:
Geo-spatio-temporal topology models are likely to become a key concept to check the consistency of 3D (spatial space) and 4D (spatial + temporal space) models for emerging GIS applications such as subsurface reservoir modelling or the simulation of energy and water supply of mega or smart cities. Furthermore, the data management for complex models consisting of big geo-spatial data is a challenge for GIS and geo-database research. General challenges, concepts, and techniques of big geo-spatial data management are presented. In this paper we introduce a sound mathematical approach for a topologically consistent geo-spatio-temporal model based on the concept of the incidence graph. We redesign DB4GeO, our service-based geo-spatio-temporal database architecture, on the way to the parallel management of massive geo-spatial data. Approaches for a new geo-spatio-temporal and object model of DB4GeO meeting the requirements of big geo-spatial data are discussed in detail. Finally, a conclusion and outlook on our future research are given on the way to support the processing of geo-analytics and -simulations in a parallel and distributed system environment.

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Verlagsausgabe §
DOI: 10.5445/IR/1000076890
Veröffentlicht am 07.12.2018
Originalveröffentlichung
DOI: 10.5194/isprs-annals-IV-4-W5-65-2017
Scopus
Zitationen: 2
Coverbild
Zugehörige Institution(en) am KIT Geodätisches Institut (GIK)
Institut für Photogrammetrie und Fernerkundung (IPF)
Publikationstyp Proceedingsbeitrag
Jahr 2017
Sprache Englisch
Identifikator ISSN: 2194-9042
urn:nbn:de:swb:90-768903
KITopen-ID: 1000076890
Erschienen in ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 12th 3D Geoinfo Conference 2017, Melbourne, Australia, 26th - 27th October 2017
Verlag Copernicus
Seiten 65-72
Projektinformation DFG, DFG EIN, BR 3513/12-1
Nachgewiesen in Scopus
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