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Dynamic evaluation and visualisation of the quality and reliability of sensor data sources

Citation

Dutta, R and D'Este, C and Morshed, A and Smith, D and Das, A and Aryal, J, Dynamic evaluation and visualisation of the quality and reliability of sensor data sources, International Journal of Advanced Computer Science and Applications, 4, (8) pp. 96-103. ISSN 2156-5570 (2013) [Refereed Article]


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Copyright Statement

Licensed under Creative Commons Attribution 3.0 Unported (CC BY 3.0) http://creativecommons.org/licenses/by/3.0/

Official URL: http://dx.doi.org/10.14569/IJACSA.2013.040801

DOI: doi:10.14569/IJACSA.2013.040814

Abstract

Before using remote data sources, or those from external organisations, it is important to establish if the source is fit for purpose. We have developed an approach to automatic sensor data annotation and visualisation that evaluates overall sensor network performance and data quality. The CSIRO’s South Esk hydrological sensor web combines data related to water management from five different organisations, which provides a suitable platform to explore the issues of reliability and uncertainty. An environmental gridded surface is generated based on the observations and evaluations of quality and reliability of the sensor node provider.

Item Details

Item Type:Refereed Article
Keywords:dynamic visualisation, sensor web, weather station, time series catalogue, interpolated 3D surface
Research Division:Engineering
Research Group:Geomatic engineering
Research Field:Photogrammetry and remote sensing
Objective Division:Expanding Knowledge
Objective Group:Expanding knowledge
Objective Field:Expanding knowledge in the environmental sciences
UTAS Author:Das, A (Dr Aruneema Das)
UTAS Author:Aryal, J (Dr Jagannath Aryal)
ID Code:87640
Year Published:2013
Deposited By:Geography and Environmental Studies
Deposited On:2013-11-28
Last Modified:2017-10-24
Downloads:418 View Download Statistics

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