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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Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2016/3436192 |
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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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