The Application of BP Networks to Land Suitability Evaluation

被引：13
|
作者：
LIU Yanfang JIAO Limin
机构：
来源：
Geo-spatial Information Science | 2002年 / 01期
关键词：
ANN; BP networks; BP algorithm; land suitability evaluation;
D O I：
暂无
中图分类号：
P228 [卫星大地测量与空间大地测量];
学科分类号：
081601 ;
摘要：
The back propagation (BP) model of artificial neural networks (ANN) has many good qualities comparing with ordinary methods in land suitability evaluation.Through analyzing ordinary methods’ limitations,some sticking points of BP model used in land evaluation,such as network structure,learning algorithm,etc.,are discussed in detail,The land evaluation of Qionghai city is used as a case study.Fuzzy comprehensive assessment method was also employed in this evaluation for validating and comparing.
引用
收藏
页码：55 / 61
页数：7
相关论文
共 50 条
  • [21] Application of GIS to Identify Infrastructure Needs for Land Suitability
    Ranasinghe, H. W. W.
    Wijesekera, N. T. S.
    ENGINEER-JOURNAL OF THE INSTITUTION OF ENGINEERS SRI LANKA, 2008, 41 (05): : 51 - 58
  • [22] Improvement of land suitability assessment for agriculture—application in Algeria
    A. Mendas
    A. Delali
    M. Khalfallah
    L. Likou
    M. A. Gacemi
    H. Boukrentach
    A. Djilali
    R. Mahmoudi
    Arabian Journal of Geosciences, 2014, 7 : 435 - 445
  • [23] The Model of Teaching Quality Evaluation Based on BP Neural Networks and Its Application
    Wang, Xuhui
    Xu, Jian
    PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL I, 2009, : 916 - +
  • [24] Comprehensive Suitability Evaluation of Tea Crops Using GIS and a Modified Land Ecological Suitability Evaluation Model
    Li Bo
    Zhang Feng
    Zhang Li-Wen
    Huang Jing-Feng
    Jin Zhi-Feng
    Gupta, D. K.
    PEDOSPHERE, 2012, 22 (01) : 122 - 130
  • [25] Comprehensive Suitability Evaluation of Tea Crops Using GIS and a Modified Land Ecological Suitability Evaluation Model
    D.K.GUPTA
    Pedosphere, 2012, (01) : 122 - 130
  • [26] Comprehensive Suitability Evaluation of Tea Crops Using GIS and a Modified Land Ecological Suitability Evaluation Model
    D.K.GUPTA
    Pedosphere, 2012, 22 (01) : 122 - 130
  • [27] Land Reclamation Suitability Evaluation based on the Limit Method
    Shidai
    SUSTAINABLE DEVELOPMENT OF URBAN INFRASTRUCTURE, PTS 1-3, 2013, 253-255 : 1069 - 1074
  • [28] Suitability evaluation of potential arable land in the Mediterranean region
    Zhu, Xiufang
    Xiao, Guofeng
    Wang, Shuai
    JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2022, 313
  • [29] Modeling land suitability/capability using fuzzy evaluation
    Qiu F.
    Chastain B.
    Zhou Y.
    Zhang C.
    Sridharan H.
    Qiu, F. (ffqiu@utdallas.edu), 1600, Kluwer Academic Publishers (79): : 167 - 182
  • [30] Land suitability evaluation based on artificial neural network
    Liu, YL
    Molenaar, M
    Liu, YF
    Jiao, LM
    THIRD INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING AND PATTERN RECOGNITION, PTS 1 AND 2, 2003, 5286 : 510 - 515
12345