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A Convolutional Neural Network of GoogLeNet Applied in Mineral Prospectivity Prediction Based on Multi-source Geoinformation
Authors:Yang  Na  Zhang  Zhenkai  Yang  Jianhua  Hong  Zenglin  Shi  Jing
Affiliation:1.School of Automation, Northwestern Polytechnical University, Xi’an, 710072, China
;2.Research Center of Intelligent Geological Survey, Northwestern Polytechnical University, Xi’an, 710072, China
;3.Research Center of Intelligent Geological Survey, Shaanxi Center of Mineral Geological Survey, Xi’an, 710068, China
;4.Shaanxi Institute of Geological Survey, Xi’an, 710054, China
;5.School of Earth Science and Land Resource, Chang’an University, Xi’an, 710054, China
;
Abstract:Natural Resources Research - The traditional convolutional neural networks applied in mineral prospectivity mapping usually extract features from only one scale at each iteration, resulting in...
Keywords:
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