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GeoFIS: An Open Source, Decision-Support Tool for Precision Agriculture Data

Author

Listed:
  • Corentin Leroux

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France
    SMAG, 34960 Montpellier, France)

  • Hazaël Jones

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France)

  • Léo Pichon

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France)

  • Serge Guillaume

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France)

  • Julien Lamour

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France
    Compagnie Fruitière, 13000 Marseille, France)

  • James Taylor

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France)

  • Olivier Naud

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France)

  • Thomas Crestey

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France)

  • Jean-Luc Lablee

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France)

  • Bruno Tisseyre

    (ITAP (Information–Technologies-environmental Analysis-agricultural Processes, French denomination), Montpellier SupAgro, Irstea, University of Montpellier, 34000 Montpellier, France)

Abstract

The world we live in is an increasingly spatial and temporal data-rich environment, and agriculture is no exception. However, data needs to be processed in order to first get information and then make informed management decisions. The concepts of ‘Precision Agriculture’ and ‘Smart Agriculture’ are and will be fully effective when methods and tools are available to practitioners to support this transformation. An open-source software called GeoFIS has been designed with this objective. It was designed to cover the whole process from spatial data to spatial information and decision support. The purpose of this paper is to evaluate the abilities of GeoFIS along with its embedded algorithms to address the main features required by farmers, advisors, or spatial analysts when dealing with precision agriculture data. Three case studies are investigated in the paper: (i) mapping of the spatial variability in the data, (ii) evaluation and cross-comparison of the opportunity for site-specific management in multiple fields, and (iii) delineation of within-field zones for variable-rate applications when these latter are considered opportune. These case studies were applied to three contrasting crop types, banana, wheat and vineyards. These were chosen to highlight the diversity of applications and data characteristics that might be handled with GeoFIS. For each case-study, up-to-date algorithms arising from research studies and implemented in GeoFIS were used to process these precision agriculture data. Areas for future development and possible relations with existing geographic information systems (GIS) software is also discussed.

Suggested Citation

  • Corentin Leroux & Hazaël Jones & Léo Pichon & Serge Guillaume & Julien Lamour & James Taylor & Olivier Naud & Thomas Crestey & Jean-Luc Lablee & Bruno Tisseyre, 2018. "GeoFIS: An Open Source, Decision-Support Tool for Precision Agriculture Data," Agriculture, MDPI, vol. 8(6), pages 1-21, May.
    • Handle: RePEc:gam:jagris:v:8:y:2018:i:6:p:73-:d:149647
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    References listed on IDEAS

    as
    1. Pringle, M. J. & McBratney, A. B. & Whelan, B. M. & Taylor, J. A., 2003. "A preliminary approach to assessing the opportunity for site-specific crop management in a field, using yield monitor data," Agricultural Systems, Elsevier, vol. 76(1), pages 273-292, April.
    2. P. Roudier & Bruno Tisseyre & H. Poilvé & J.-M. Roger, 2008. "Management zone delineation using a modified watershed algorithm," Post-Print hal-00453898, HAL.
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    Cited by:

    1. Srinivasagan N. Subhashree & C. Igathinathane & Adnan Akyuz & Md. Borhan & John Hendrickson & David Archer & Mark Liebig & David Toledo & Kevin Sedivec & Scott Kronberg & Jonathan Halvorson, 2023. "Tools for Predicting Forage Growth in Rangelands and Economic Analyses—A Systematic Review," Agriculture, MDPI, vol. 13(2), pages 1-30, February.
    2. Vassilis Aschonitis & Christos G. Karydas & Miltos Iatrou & Spiros Mourelatos & Irini Metaxa & Panagiotis Tziachris & George Iatrou, 2019. "An Integrated Approach to Assessing the Soil Quality and Nutritional Status of Large and Long-Term Cultivated Rice Agro-Ecosystems," Agriculture, MDPI, vol. 9(4), pages 1-25, April.
    3. Mario San Emeterio de la Parte & Sara Lana Serrano & Marta Muriel Elduayen & José-Fernán Martínez-Ortega, 2023. "Spatio-Temporal Semantic Data Model for Precision Agriculture IoT Networks," Agriculture, MDPI, vol. 13(2), pages 1-28, February.

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