MEMOn: Modular Environmental Monitoring Ontology to link heterogeneous Earth observed data. (February 2020)
- Record Type:
- Journal Article
- Title:
- MEMOn: Modular Environmental Monitoring Ontology to link heterogeneous Earth observed data. (February 2020)
- Main Title:
- MEMOn: Modular Environmental Monitoring Ontology to link heterogeneous Earth observed data
- Authors:
- Masmoudi, Maroua
Karray, Mohamed Hedi
Ben Abdallah Ben Lamine, Sana
Zghal, Hajer Baazaoui
Archimede, Bernard - Abstract:
- Abstract: Earth observation (EO) systems play a significant role in environmental monitoring and the prediction of natural disasters. These systems generate a massive amount of heterogeneous data stored in different formats. The exploitation of this data is still limited while, in most cases, data are not linked, and sources are not interoperable. Hence, data cannot be exploited as an interoperable global knowledge graph to have more in-depth analyzes of environmental phenomena. Ontology, as a knowledge representation formalism, is a promising solution for the semantic interoperability between this data. In this work, we present a modular ontology for environmental monitoring developed based on an original agile methodology. The so-called MEMOn (Modular Environmental Monitoring Ontology) aims to support semantic interoperability, data integration, and linking of heterogeneous data collected through a variety of observation techniques and systems. We also present real use case studies to show the usefulness of the proposed ontology. Highlights: Modular ontology for environmental monitoring. Agile methodology to manage the lifecycle development of ontology. Semantic interoperability between heterogenous data. Linking and integration of environmental observed data.
- Is Part Of:
- Environmental modelling & software. Volume 124(2020)
- Journal:
- Environmental modelling & software
- Issue:
- Volume 124(2020)
- Issue Display:
- Volume 124, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 124
- Issue:
- 2020
- Issue Sort Value:
- 2020-0124-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-02
- Subjects:
- Modular ontology -- Environmental monitoring -- Earth observation semantic interoperability data integration -- Knowledge graph
Environmental monitoring -- Computer programs -- Periodicals
Ecology -- Computer simulation -- Periodicals
Digital computer simulation -- Periodicals
Computer software -- Periodicals
Environmental Monitoring -- Periodicals
Computer Simulation -- Periodicals
Environnement -- Surveillance -- Logiciels -- Périodiques
Écologie -- Simulation, Méthodes de -- Périodiques
Simulation par ordinateur -- Périodiques
Logiciels -- Périodiques
Computer software
Digital computer simulation
Ecology -- Computer simulation
Environmental monitoring -- Computer programs
Periodicals
Electronic journals
363.70015118 - Journal URLs:
- http://www.sciencedirect.com/science/journal/13648152 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.envsoft.2019.104581 ↗
- Languages:
- English
- ISSNs:
- 1364-8152
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3791.522800
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 12626.xml