A Method to Extract Content of Minerals Based on Measured Hyperspectral Data

• Published in: Guang pu xue yu guang pu fen xi Vol. 35; no. 6; p. 1700
• Main Authors: Wang, Ya-jun, Wang, Qin-jun, Chen, Yu, Hu, Fang, Xu, Ru, Lin, Qi-zhong
• Format: Journal Article
• Language: Chinese
• Published: China 01.06.2015
• ISSN: 1000-0593
• DOI: 10.3964/j.issn.1000-0593(2015)06-1700-05

To improve the accuracy of mineral content extraction by linear decomposition model, a method was established, which took rock spectra with wavelength from 350 to 2 500 nm as the data source, identified minerals based on spectral matching methods, applied Hapke model to transform spectral reflectance into single scattering albedo and resolved single scattering albedo to get mineral content. In this method, sectional noise filtering and regional mineral spectra library were added to improve the identifying accuracy. Based on the analysis on the fifth Baogutu rock body, compared with XRD results, accuracies of quartz, feldspar class and altered minerals identification were 75%, 100% and 92.2% separately. Accuracy of the content extraction of feldspar class, hornblende and altered minerals were 80.5%, 64%, 92.36% separately. This method added mineralogy symbiotic relationship into mineral identification to ensure the reliability, proposed the idea of sectional noise filtering to avoid the influence of filtering