• DocumentCode
    2753360
  • Title

    Open source software for modelling using agro-environmental georeferenced data.

  • Author

    Guillaume, Serge ; Charnomordic, Brigitte ; Tisseyre, Bruno

  • Author_Institution
    Irstea, UMR ITAP, Montpellier, France
  • fYear
    2012
  • fDate
    10-15 June 2012
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In Agronomy and Environment, due to the increasing number of automatic sensors and devices, there is an emerging need to integrate georeferenced and temporal data into decision support tools, traditionally based on expert knowledge. Soft computing techniques and software suited to these needs may be very useful for modelling and decision making. This work presents an open source framework designed for that purpose. It is based upon open source toolboxes, and its design is inspired by the fuzzy software capabilities developed in FisPro for ordinary non georeferenced data. A real world application is included, and some perspectives are given to meet the challenge of using soft computing for georeferenced data.
  • Keywords
    agriculture; decision support systems; fuzzy set theory; geography; public domain software; FisPro; agro-environmental georeferenced data; agronomy; automatic sensors; decision support tools; expert knowledge; fuzzy software capabilities; non georeferenced data; open source software; open source toolboxes; soft computing techniques; temporal data; Computational modeling; Data models; Decision support systems; Geographic information systems; Software; Spatial databases; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on
  • Conference_Location
    Brisbane, QLD
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4673-1507-4
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2012.6251213
  • Filename
    6251213