Using EVT for Geological Anomaly Design and Its Application in Identifying Anomalies in Mining Areas

A geological anomaly is the basis of mineral deposit prediction. Through the study of the knowledge and characteristics of geological anomalies, the category of extreme value theory (EVT) to which a geological anomaly belongs can be determined. Associating the principle of the EVT and ensuring the m...

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Main Authors: Feilong Qin, Bingli Liu, Ke Guo
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2016/3436192
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spelling doaj-0fc5705268ea4cf8b6432e4aae0750022020-11-24T22:33:33ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472016-01-01201610.1155/2016/34361923436192Using EVT for Geological Anomaly Design and Its Application in Identifying Anomalies in Mining AreasFeilong Qin0Bingli Liu1Ke Guo2Chengdu University of Technology, The Key Laboratory of Mathematical Geology in Sichuan, Chengdu 610059, ChinaChengdu University of Technology, The Key Laboratory of Mathematical Geology in Sichuan, Chengdu 610059, ChinaChengdu University of Technology, The Key Laboratory of Mathematical Geology in Sichuan, Chengdu 610059, ChinaA geological anomaly is the basis of mineral deposit prediction. Through the study of the knowledge and characteristics of geological anomalies, the category of extreme value theory (EVT) to which a geological anomaly belongs can be determined. Associating the principle of the EVT and ensuring the methods of the shape parameter and scale parameter for the generalized Pareto distribution (GPD), the methods to select the threshold of the GPD can be studied. This paper designs a new algorithm called the EVT model of geological anomaly. These study data on Cu and Au originate from 26 exploration lines of the Jiguanzui Cu-Au mining area in Hubei, China. The proposed EVT model of the geological anomaly is applied to identify anomalies in the Jiguanzui Cu-Au mining area. The results show that the model can effectively identify the geological anomaly region of Cu and Au. The anomaly region of Cu and Au is consistent with the range of ore bodies of actual engineering exploration. Therefore, the EVT model of the geological anomaly can effectively identify anomalies, and it has a high indicating function with respect to ore prospecting.http://dx.doi.org/10.1155/2016/3436192
collection DOAJ
language English
format Article
sources DOAJ
author Feilong Qin
Bingli Liu
Ke Guo
spellingShingle Feilong Qin
Bingli Liu
Ke Guo
Using EVT for Geological Anomaly Design and Its Application in Identifying Anomalies in Mining Areas
Mathematical Problems in Engineering
author_facet Feilong Qin
Bingli Liu
Ke Guo
author_sort Feilong Qin
title Using EVT for Geological Anomaly Design and Its Application in Identifying Anomalies in Mining Areas
title_short Using EVT for Geological Anomaly Design and Its Application in Identifying Anomalies in Mining Areas
title_full Using EVT for Geological Anomaly Design and Its Application in Identifying Anomalies in Mining Areas
title_fullStr Using EVT for Geological Anomaly Design and Its Application in Identifying Anomalies in Mining Areas
title_full_unstemmed Using EVT for Geological Anomaly Design and Its Application in Identifying Anomalies in Mining Areas
title_sort using evt for geological anomaly design and its application in identifying anomalies in mining areas
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2016-01-01
description A geological anomaly is the basis of mineral deposit prediction. Through the study of the knowledge and characteristics of geological anomalies, the category of extreme value theory (EVT) to which a geological anomaly belongs can be determined. Associating the principle of the EVT and ensuring the methods of the shape parameter and scale parameter for the generalized Pareto distribution (GPD), the methods to select the threshold of the GPD can be studied. This paper designs a new algorithm called the EVT model of geological anomaly. These study data on Cu and Au originate from 26 exploration lines of the Jiguanzui Cu-Au mining area in Hubei, China. The proposed EVT model of the geological anomaly is applied to identify anomalies in the Jiguanzui Cu-Au mining area. The results show that the model can effectively identify the geological anomaly region of Cu and Au. The anomaly region of Cu and Au is consistent with the range of ore bodies of actual engineering exploration. Therefore, the EVT model of the geological anomaly can effectively identify anomalies, and it has a high indicating function with respect to ore prospecting.
url http://dx.doi.org/10.1155/2016/3436192
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