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Using association rules analysis to determine favorable mineralization sites in the Jiaojia gold belt, Jiaodong Peninsula, East China

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成果类型:
期刊论文
作者:
Mao, Xiancheng;Tang, Miao;Deng, Hao;Chen, Jin;Liu, Zhankun;...
通讯作者:
Tang, M
作者机构:
[Tang, Miao; Chen, Jin; Deng, Hao; Mao, Xiancheng; Tang, M; Liu, Zhankun; Wang, Jinli] Cent South Univ, Sch Geosci & Info Phys, Key Lab Metallogen Predict Nonferrous Met & Geol E, Minist Educ, Changsha, Peoples R China.
[Chen, Jin; Deng, Hao; Mao, Xiancheng; Liu, Zhankun; Wang, Jinli] Hunan Key Lab Nonferrous Resources & Geol Hazards, Changsha, Peoples R China.
[Tang, Miao; Tang, M] Hunan City Univ, Sch Municipal & Geomat Engn, Yiyang, Peoples R China.
通讯机构:
[Tang, M ] C
Cent South Univ, Sch Geosci & Info Phys, Key Lab Metallogen Predict Nonferrous Met & Geol E, Minist Educ, Changsha, Peoples R China.
Hunan City Univ, Sch Municipal & Geomat Engn, Yiyang, Peoples R China.
语种:
英文
关键词:
association rules analysis;favorable mineralization site;Jiaojia goldfield;metallogenic information extraction;spatial constraints
期刊:
FRONTIERS IN EARTH SCIENCE
ISSN:
2296-6463
年:
2023
卷:
11
页码:
1174017
基金类别:
This study was jointly funded by the National Natural Science Foundation of China (Nos. 42030809, 41972309, 42072325, and 42172328), the National Key R&D Program of China (No. 2017YFC0601503) and the Project supported by the Research Foundation of Education Bureau of Hunan Province, China (No. 20C0372).
机构署名:
本校为通讯机构
院系归属:
市政与测绘工程学院
摘要:
Mesozoic orogenic gold deposits in the Jiaojia goldfield, Eastern China show the features of regular mineralization spatial distribution and have long been captivated the attention of geologists. This study integrates 3D modeling, model space analysis, and association rule analysis to extract the relationship between structural deformation and gold mineralization. The Apriori algorithm with spatial constraints is used to quantify the favorable mineralization sites in the Jiaojia gold field using different combinations of ore-controlling indicators. The first favorable mineralization site has a...

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