• DocumentCode
    2665418
  • Title

    Management decision-making support system of percision agriculture based on CNCS

  • Author

    Qingyuan, Ma ; Chao, Zhang ; Zhenghua, Chen ; Zhen, Yang

  • Author_Institution
    Renmin Univ. of China, Beijing
  • fYear
    2007
  • fDate
    23-28 July 2007
  • Firstpage
    819
  • Lastpage
    822
  • Abstract
    Precision agriculture needs a mass of data, therefore data availability is a vital obstacle factor for precision agriculture technology widely use. The methods of acquisition data for precision agriculture change from field survey to sensor acquisition gradually. Remote Sensing plays an important role in the large-scale, real-time, multi-spectral data acquisition. But there are still some problems when Remote Sensing data are applied in the actual farm production and management, which result in that precision agriculture´s advantages are limited, so finding the solution of data acquisition for precision agriculture based on remote sensing becomes very necessary. In this paper, the NPP, NDVI, LAI etc are retrieved from remote sensing data, the field investigation data are also obtained. We set up a decision-making system based on CNCS (central neural control system), which is composed of several module such as data updating, data editing, decision-making supporting. The system is made for the farmers to decide cultivation strategies on when, where and how much irrigation, fertilizer and pesticide should be applied on each plot.
  • Keywords
    agriculture; data acquisition; decision making; decision support systems; geophysics computing; remote sensing; central neural control system; data acquisition; data editing; data updating; decision-making support system; farm management; farm production; field survey; precision agriculture; remote sensing; sensor acquisition; Agriculture; Centralized control; Computer numerical control; Control systems; Data acquisition; Decision making; Information retrieval; Large-scale systems; Production; Remote sensing; GPS; Remote Sensing; precision agriculture; spectral reflectance characteristic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-1211-2
  • Electronic_ISBN
    978-1-4244-1212-9
  • Type

    conf

  • DOI
    10.1109/IGARSS.2007.4422922
  • Filename
    4422922