Title :
Kriging-based study on the visualization of magnetic method data
Author :
Huang Hao ; Liu Qiang ; Wang Jun ; Chen Jianjie ; Yu Xiang
Author_Institution :
Geographic Inf. Sci. Dept., Nanjing Univ., Nanjing, China
Abstract :
In this paper the author examined the interpolation rationale of Kriging, selected a semivariogram model appropriately after the analysis of sampled data, and conducted the Kriging interpolation of measured magnetic data. The accuracy of the Kriging interpolation was also compared with that of other interpolation methods through cross validation, and the comparison shows that the geomagnetic gridding data acquired through the common Kriging interpolation are of higher accuracy and can reflect better the characteristics of regional geomagnetism.
Keywords :
data visualisation; geomagnetism; geophysical techniques; interpolation; statistical analysis; data visualization; geomagnetic gridding data; kriging interpolation method; magnetic method; regional geomagnetism characteristics; sampled data analysis; semivariogram model; Accuracy; Fitting; Geology; Interpolation; Magnetic analysis; Magnetic field measurement; Magnetometers; Kriging; geomagnetic map; gridding; semivariogram model;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2012 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-2547-9
DOI :
10.1109/IASP.2012.6425060