Supporting coral reef ecosystem research through modelling a re-usable ontology framework

Myers, Trina S., Atkinson, Ian , and Johnstone, Ron (2010) Supporting coral reef ecosystem research through modelling a re-usable ontology framework. Applied Artificial Intelligence, 24 (1 and 2). pp. 77-101.

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Abstract

A set of reusable ontologies has been developed as separate components within a knowledge representation (KR) system, to generically model a reef system. The ontology design, ranging from light to heavyweight, aims to leverage from the scalable characteristics of semantic technologies to allow for flexibility when posing domain and locality-specific hypotheses, such as predicting coral bleaching. The Semantic Reef Project is an eco-informatics application designed to test ecological hypotheses to derive information about environmental systems. The intention is to develop an automated data processing, problem-solving, and knowledge discovery system that will assist in developing our understanding and management of coral reef ecosystems.

Remote environmental monitoring (including sensor networks) is being widely developed and used for collecting real-time data across widely distributed locations. As the volume of raw data increases, it is envisaged that bottlenecks will develop in the data analysis phases because current data processing procedures still involve manual manipulation and will soon become unfeasible to manage. Ontologies provide a new approach and methodology for modulating this data overflow while also improving our ability to extract knowledge from the data collected.

Item ID: 8771
Item Type: Article (Refereed Research - C1)
Keywords: ontology, data integration; ecoinformatics; climate change
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ISSN: 1087-6545
Projects and Grants: The Semantic Reef Project http://eresearch.jcu.edu.au/
Date Deposited: 07 Jun 2010 00:37
FoR Codes: 08 INFORMATION AND COMPUTING SCIENCES > 0806 Information Systems > 080603 Conceptual Modelling @ 30%
05 ENVIRONMENTAL SCIENCES > 0502 Environmental Science and Management > 050206 Environmental Monitoring @ 30%
08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080105 Expert Systems @ 40%
SEO Codes: 97 EXPANDING KNOWLEDGE > 970110 Expanding Knowledge in Technology @ 20%
96 ENVIRONMENT > 9606 Environmental and Natural Resource Evaluation > 960604 Environmental Management Systems @ 35%
96 ENVIRONMENT > 9605 Ecosystem Assessment and Management > 960506 Ecosystem Assessment and Management of Fresh, Ground and Surface Water Environments @ 45%
Citation Count from Web of Science Web of Science 3
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