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The Science and Information (SAI) Organization publishes open-access peer-reviewed journals in computer science and artificial intelligence.

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Research Article | Open Access |

Dynamic Evaluation and Visualisation of the Quality and Reliability of Sensor Data Sources

Author 1: Ritaban Dutta Author 2: Claire D’Este Author 3: Ahsan Morshed Author 4: Daniel Smith Author 5: Aruneema Das Author 6: Jagannath Aryal
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 4, No. 8 · Published 2013

DOI: https://doi.org/10.14569/IJACSA.2013.040814

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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.

Keywords

Dynamic Visualisation Sensor Web Weather Station Time Series Catalogue Interpolated 3D Surface.

How to Cite this Article

Dutta, R., D’Este, C., Morshed, A., Smith, D., Das, A., & Aryal, J. (2013). Dynamic Evaluation and Visualisation of the Quality and Reliability of Sensor Data Sources. International Journal of Advanced Computer Science and Applications, 4(8). https://doi.org/10.14569/IJACSA.2013.040814

Dutta, Ritaban, et al.. "Dynamic Evaluation and Visualisation of the Quality and Reliability of Sensor Data Sources." International Journal of Advanced Computer Science and Applications, vol. 4, no. 8, 2013, https://doi.org/10.14569/IJACSA.2013.040814.

@article{Dutta2013,
  title     = {Dynamic Evaluation and Visualisation of the Quality and Reliability of Sensor Data Sources},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {4},
  number    = {8},
  year      = {2013},
  publisher = {The Science and Information Organization},
  author    = {Ritaban Dutta and Claire D’Este and Ahsan Morshed and Daniel Smith and Aruneema Das and Jagannath Aryal},
  doi       = {10.14569/IJACSA.2013.040814},
  url       = {https://doi.org/10.14569/IJACSA.2013.040814}
}

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