Fractal Dimension Change Point Model for Hydrothermal Alteration Anomalies in Silk Road Economic Belt, the Beishan Area, Gansu, China

6th Digital Earth Summit

地球科学;计算机科学

Han, H.H.^1 ; Wang, Y.L.^1 ; Ren, G.L.^1 ; Li, J.Q.^1 ; Gao, T.^1 ; Yang, M.^1 ; Yang, J.L.^1

Xi'An Center of Geological Survey, Geological Survey of China, Xi'an, China^1

关键词: Change-point models;    Critical threshold;    Hydrothermal alterations;    Nonlinear characteristics;    Principal Components;    Realization theory;    Self-similarities;    Thresholding techniques;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/46/1/012002/pdf
DOI  :  10.1088/1755-1315/46/1/012002

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

Remote sensing plays an important role in mineral exploration of "One Belt One Road" plan. One of its applications is extracting and locating hydrothermal alteration zones that are related to mines. At present, the extracting method for alteration anomalies from principal component image mainly relies on the data's normal distribution, without considering the nonlinear characteristics of geological anomaly. In this study, a Fractal Dimension Change Point Model (FDCPM), calculated by the self-similarity and mutability of alteration anomalies, is employed to quantitatively acquire the critical threshold of alteration anomalies. The realization theory and access mechanism of the model are elaborated by an experiment with ASTER data in Beishan mineralization belt, also the results are compared with traditional method (De-Interfered Anomalous Principal Component Thresholding Technique, DIAPCTT). The results show that the findings produced by FDCPM are agree with well with a mounting body of evidence from different perspectives, with the extracting accuracy over 80%, indicating that FDCPM is an effective extracting method for remote sensing alteration anomalies, and could be used as an useful tool for mineral exploration in similar areas in Silk Road Economic Belt.