Title :
Study on spatial interpolation method and its application
Author :
Xu, Hua ; Wu, Qiang ; Lei, Hongzhuan ; Li, Shiyong
Author_Institution :
Beijing Inst. of Petrochem. Technol., Beijing, China
Abstract :
Spatial interpolation is important and fundamental to graphing, analysing and understanding of spatial data. In this paper, we introduce some spatial interpolation methods which are suited to 3D geological modeling. We have designed the framework of interpolation algorithm, and encapsulate API to GeoSIS system which provides an interface for easily accessing various interpolations. By calling API, the interpolated values can be calculated out based on the given samples, and then triangle irregular network surfaces can be constructed and visualized in 3D. The results of application show that the methods designed can to produce smooth surfaces which pass through all or most of the given samples and minimize error.
Keywords :
data analysis; data visualisation; geology; interpolation; visual databases; 3D geological modeling; 3D visualization; API; GeoSIS system; spatial data analysis; spatial data understanding; spatial interpolation method; triangle irregular network surfaces; Artificial neural networks; Geology; Interpolation; Noise; Solid modeling; Splines (mathematics); Tin;
Conference_Titel :
Audio, Language and Image Processing (ICALIP), 2012 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0173-2
DOI :
10.1109/ICALIP.2012.6376772