3D/4D Geological Modeling for Mineral Exploration

• Format: eBook
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: 3D fault system models (FSMs); 3D geological modeling; 3D metallogenic prediction; 3D mineral prospectivity mapping; 3D mineral prospectivity modeling; 3D modeling; 3D multi-parameter geological modeling; 3D ore-body modeling; 3D structural modeling (3D SM); characteristic variables; continental red beds; contour interpolation; coons surface interpolation; Danxia landform; Deep auto-encoder network; deep prospecting; Earth Sciences, Geography, Environment, Planning; facies; Gaussian mixture model; geological and geochemical quantitative prediction model at depth; geological modeling; GIS; hematite; hydrocarbon-bearing zones; independent component analysis; Jiaodong Peninsula; logistic regression; maximum entropy model; metallogenic prospective area; microanalysis; mineral exploration and deep targeting; multivariate geoscience datasets; n/a; ore-forming process; orebody modeling; oxidation of molybdenite; polygon triangulation; quantitative mineral resources prediction model; random forest; RBFLN; Reference, Information and Interdisciplinary subjects; Research and information: general; reservoir properties; resource potential; secondary reduction zone; seismic attribute models; Shangfanggou; spectral feature subset selection; spectral interpretation and 3D modeling; stepped metallogenic model; Student Teacher Ore-induced Anomaly Detection; Xuancheng–Magushan area; Zaozigou gold deposit; Zhaoxian gold deposit
• ISBN: 3036574379; 3036574360; 9783036574363; 9783036574370
• DOI: 10.3390/books978-3-0365-7437-0

With the development of high-precision geological observation technology, in situ mineral microanalysis technology, isotope geochemical analysis technology, deep geophysical exploration technology, deep drilling, real-time mining, remote sensing highresolution hyperspectral image technology, and supercomputer and industrial intelligence, geoscience has entered an era of big data and artificial intelligence in the 21st century. Three-dimensional/four-dimensional (3D/4D) geoscience modeling with the multi-disciplinary intersection of geosciences has been used as the basis for mineral exploration and the extraction of geosciences information for mineral resource assessment.