• DocumentCode
    2297779
  • Title

    Research fertility spatial-temporal evolution pattern and crop precision fertility based on spatio-temporal data mining

  • Author

    Liying Cao ; Helong Yu ; Li Ma ; Guifen Chen

  • Author_Institution
    Sch. of Inf. Technol., Jilin Agric. Univ., Changchun, China
  • fYear
    2012
  • fDate
    29-31 Dec. 2012
  • Firstpage
    86
  • Lastpage
    89
  • Abstract
    With in the process of implementation of precision agriculture, massive was accumulated because of using the computer, network, "3S" technology. The spatial data is spatial, timeliness, content, multidimensionality, complexity and uncertainty, etc. With the development of precision agriculture in our province of, agricultural technology researchers and managers have accessed the massive and accuracy data, at the same they have accumulated various aspects of attribute data and spatial data which is closely related to the agricultural production process. The soil nutrient space and time variation characteristics must be researched; And according to the application of the fuzzy rule, the cluster analysis algorithm makes the corresponding productivity evaluation index; The determination of reasonable soil nutrient management unit, set for farmland soil nutrient division management methods to push the fertilizer to provide the necessary with scientific basis, to make the agricultural production continued, highly effective, the coordinated development purposes.
  • Keywords
    agricultural engineering; computer network management; crops; data mining; fertilisers; fuzzy set theory; pattern clustering; soil; spatiotemporal phenomena; 3S technology; agricultural production process; agricultural technology; cluster analysis algorithm; computer network; crop precision fertility; fertility spatiotemporal evolution pattern; fertilizer; fuzzy rule; productivity evaluation index; soil nutrient division management unit; soil nutrient space; spatial data; spatiotemporal data mining; crop precision fertility; evolution law; patio-temporal data mining; soil fertility; visulization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Network Technology (ICCSNT), 2012 2nd International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-4673-2963-7
  • Type

    conf

  • DOI
    10.1109/ICCSNT.2012.6525896
  • Filename
    6525896