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

被引:2
|
作者
Ma Qingyuan [1 ]
Chen Zhenghua [2 ]
Zhang Chao [3 ]
Yang Zhen [4 ]
机构
[1] Renmin Univ China, Sch Publ Adm, Dept Urban Planning & Management, Beijing 100872, Peoples R China
[2] Zhejiang Univ, Dept Earth Sci, Cartol & GIS, Hangzhou 310027, Peoples R China
[3] E China Normal Univ, Key Lab Geog Informat Syst, Ministry Educ, Shanghai 200062, Peoples R China
[4] Lanzhou Univ, Coll Earth & Environ Sci, Lanzhou 730000, Peoples R China
关键词
sensing; precision agriculture; spectral reflectance characteristic; GPS;
D O I
10.1109/IGARSS.2007.4422922
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:819 / +
页数:2
相关论文
共 50 条
  • [41] Decision-making in medieval agriculture.
    Page, Mark
    ENGLISH HISTORICAL REVIEW, 2007, 122 (495) : 172 - 174
  • [43] Realization of a decision-making support system within a whole
    Nakayama, H
    Matsuda, T
    ADVANCED RESEARCH IN COMPUTERS AND COMMUNICATIONS IN EDUCATION, VOL 2: NEW HUMAN ABILITIES FOR THE NETWORKED SOCIETY, 1999, 55 : 363 - 366
  • [44] A decision-making support system for Enterprise Architecture Modelling
    Perez-Castillo, Ricardo
    Ruiz, Francisco
    Piattini, Mario
    DECISION SUPPORT SYSTEMS, 2020, 131
  • [45] Methodology Comparison for Designing a Decision-making Support System
    Reitsma, Jelmer P.
    van Paassen, M. M.
    Mulder, Max
    IFAC PAPERSONLINE, 2019, 52 (19): : 157 - 162
  • [46] An economic decision-making support system for selection of reproductive management programs on dairy farms
    Giordano, J. O.
    Fricke, P. M.
    Wiltbank, M. C.
    Cabrera, V. E.
    JOURNAL OF DAIRY SCIENCE, 2011, 94 (12) : 6216 - 6232
  • [47] Successful management practices as generators of knowledge to support the decision-making of education system administrators
    Celina Torres-Arcadia, Carmen
    Rodriguez Uribe, Cesar Lorenzo
    REVISTA DE INVESTIGACION EDUCATIVA DE LA ESCUELA DE GRADUADOS EN EDUCACION, 2018, 8 (16): : 9 - 16
  • [48] Failure Decision-making Based on Contracted Support Vector Machine for Indiscernible System
    Wang, Shaoping
    Zhao, Sijun
    Tomovic, Mileta M.
    2009 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS, VOLS 1-3, 2009, : 693 - +
  • [49] Development of GIS-based grain logistics decision-making support system
    College of Biological and Agricultural Engineering, Jilin University, Changchun 130022, China
    不详
    不详
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2008, 38 (05): : 1044 - 1048
  • [50] The research of knowledge expression in emergency decision-making support system based on ontology
    Wang Jianzhen
    Geng Yan
    Advanced Computer Technology, New Education, Proceedings, 2007, : 560 - 562