• DocumentCode
    2246522
  • Title

    A study of two data grid interpolation algorithm based on surfer software

  • Author

    Liu, Shu-Guang ; Chen, Xi ; Peng, Shu-Hong ; Ma, Ying-Lian ; Qian, Jing

  • Author_Institution
    Shenzhen Institutes of Adv. Technol., Chinese Acad. of Sci., Shenzhen, China
  • Volume
    2
  • fYear
    2010
  • fDate
    11-14 July 2010
  • Firstpage
    1045
  • Lastpage
    1049
  • Abstract
    It is not easy to use limited point-source data to provide a precise description of the morphology of a geological surface, and it always needs different kinds of data grid interpolation to make up the vacancy between the data sources. In many geosciences research fields there is need for interpolating from irregularly spaced data source to generate digital elevation models (DEM), however the point-source data from the different spatial shapes will directly affect the result of interpolation. This paper presents a comparison of two kinds of data grid interpolation methods-modified Shepard´s method interpolation and radial basis function interpolation based on Surfer Software, using a specific mathematical surface function to select point-source data to present interpolation and calculation, theoretically using the different point-source data works out the difference of these two interpolation method generated by the GRID surface model, and it summarizes how to obtain valid point-source data to improve the effect of girding data interpolation.
  • Keywords
    data analysis; digital elevation models; geographic information systems; interpolation; radial basis function networks; GRID surface model; Shepard method interpolation; Surfer software; data grid interpolation algorithm; data sources; digital elevation models; geological surface; geosciences research fields; radial basis function interpolation; Data models; Interpolation; Machine learning; Smoothing methods; Software; Surface fitting; Surface morphology; Modified Shepard´s method interpolation; Point-source data; Radial basis function interpolation; Surface model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-6526-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2010.5580628
  • Filename
    5580628