Streaming and 3D mapping of agri-data on mobile devices

V. Stojanovic, Ruth E. Falconer*, J. Isaacs, David J. Blackwood, Daniel J. Gilmour, D. Kiezebrink, J. Wilson

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    8 Citations (Scopus)
    237 Downloads (Pure)


    Farm monitoring and operations generate heterogeneous AGRI-data from a variety of different sources that have the potential to be delivered to users ‘on the go’ and in the field to inform farm decision making. A software framework capable of interfacing with existing web mapping services to deliver in-field farm data on commodity mobile hardware was developed and tested. This raised key research challenges related to: robustness of data steaming methods under typical farm connectivity scenarios, and mapping and 3D rendering of AGRI-data in an engaging and intuitive way. The presentation of AGRI-data in a 3D and interactive context was explored using different visualisation techniques; currently the 2D presentation of AGRI- data is the dominant practice, despite the fact that mobile devices can now support sophisticated 3D graphics via programmable pipelines. The testing found that WebSockets were the most reliable streaming method for high resolution image/texture data. From our focus groups there was no single visualisation technique that was preferred demonstrating that a range of methods is a good way to satisfy a large user base. Improved 3D experience on mobile phones is set to revolutionize the multimedia market and a key challenge is identifying useful 3D visualisation methods and navigation tools that support the exploration of data driven 3D interactive visualisation frameworks for AGRI-data.
    Original languageEnglish
    Pages (from-to)188-199
    Number of pages12
    JournalComputers and Electronics in Agriculture
    Early online date8 May 2017
    Publication statusPublished - 1 Jun 2017


    • Interactive visualisation
    • Data aggregation
    • Farm management integrated systems
    • Precision agriculture
    • Mobile devices
    • 3D graphics


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