• DocumentCode
    2128107
  • Title

    Farmland Quality Evaluation Based on GIS and Fuzzy Matter-Element Proximity Cluster Model

  • Author

    Nie, Yan ; Yu, Jing ; Zhou, Yong ; Wang, HongZhi

  • Author_Institution
    Coll. of Urban & Environ. Sci., Huazhong Normal Univ., Wuhan
  • fYear
    2008
  • fDate
    21-22 Dec. 2008
  • Firstpage
    823
  • Lastpage
    827
  • Abstract
    With the original data as basis, evaluation of cultivated land quality was carried out in Yidu County with the aid of GIS and the fuzzy matter-element proximity cluster model. The procedure of the evaluation goes:(1)Use the principal component analysis method to determine factors which affecting cultivated land quality;(2) extract correlatographs through vectorization with the aid of ArcGIS, put them under spatial analysis, and overlay multi-maps to define evaluation units and extract attribute data; (3) based on membership functions of evaluation factors and fuzzy matter-element proximity cluster analysis model, calculate weight of evaluation factors and proximity of evaluation units, then sort the cultivated lands into various quality levels. At the same time, 120 samples were collected randomly to verify veracity of the results. The results indicate that the quality of cultivated land in this area is medium in Hubei Province and can be sorted into 6 levels, accounting for 12.96%, 30.37%, 31.71%, 16.16%, 7.14% and 1.66%, respectively, which is in accord with the actual situation.
  • Keywords
    fuzzy set theory; geographic information systems; pattern clustering; principal component analysis; GIS; Hubei Province; Yidu County; cultivated land quality; farmland quality evaluation; fuzzy matter-element proximity cluster model; principal component analysis method; spatial analysis; Application software; Computer science; Earth; Educational institutions; Geographic Information Systems; Knowledge acquisition; Principal component analysis; Resource management; Roads; Soil; GIS; farmland quality; fuzzy matter-element;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Acquisition and Modeling, 2008. KAM '08. International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3488-6
  • Type

    conf

  • DOI
    10.1109/KAM.2008.127
  • Filename
    4732944