Support vector machine and artificial neural network modelling of orogenic gold prospectivity mapping in the Swayze greenstone belt, Ontario, Canada
出版年份 2020 全文链接
标题
Support vector machine and artificial neural network modelling of orogenic gold prospectivity mapping in the Swayze greenstone belt, Ontario, Canada
作者
关键词
Mineral systems analysis, Mineral prospectivity mapping, Orogenic gold systems, Machine learning, Feature importance, K-Fold cross-validation
出版物
ORE GEOLOGY REVIEWS
Volume 130, Issue -, Pages 103968
出版商
Elsevier BV
发表日期
2020-12-31
DOI
10.1016/j.oregeorev.2020.103968
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A scale-integrated exploration model for orogenic gold deposits based on a mineral system approach
- (2020) David I. Groves et al. Geoscience Frontiers
- Gold Remobilization: Insights from Gold Deposits in the Archean Swayze Greenstone Belt, Abitibi Subprovince, Canada
- (2020) Evan C.G. Hastie et al. ECONOMIC GEOLOGY
- Towards producing mineral resource-potential maps within a mineral systems framework, with emphasis on Australian orogenic gold systems
- (2020) Rhys S. Davies et al. ORE GEOLOGY REVIEWS
- Modelling gold potential in the Granites-Tanami Orogen, NT, Australia: A comparative study using continuous and data-driven techniques
- (2020) Bijan Roshanravan et al. ORE GEOLOGY REVIEWS
- Examining the controls on gold deposit distribution in the Swayze greenstone belt, Ontario, Canada, using multi-scale methods of spatial data analysis
- (2020) Francisca M. Maepa et al. ORE GEOLOGY REVIEWS
- High‐resolution seismic imaging of crooked 2D profiles in greenstone belts of the Canadian Shield: results from the Swayze area, Ontario, Canada
- (2019) Saeid Cheraghi et al. GEOPHYSICAL PROSPECTING
- Translating expressions of intrusion-related mineral systems into mappable spatial proxies for mineral potential mapping: Case studies from the Southern New England Orogen, Australia
- (2019) A. Ford et al. ORE GEOLOGY REVIEWS
- Exploration information systems – A proposal for the future use of GIS in mineral exploration targeting
- (2019) Mahyar Yousefi et al. ORE GEOLOGY REVIEWS
- Controls on Mississippi Valley-Type Zn-Pb mineralization in Behabad district, Central Iran: Constraints from spatial and numerical analyses
- (2018) Mohammad Parsa et al. JOURNAL OF AFRICAN EARTH SCIENCES
- Spatial analyses of exploration evidence data to model skarn-type copper prospectivity in the Varzaghan district, NW Iran
- (2018) Mohammad Parsa et al. ORE GEOLOGY REVIEWS
- An improved data-driven fuzzy mineral prospectivity mapping procedure; cosine amplitude-based similarity approach to delineate exploration targets
- (2017) Mohammad Parsa et al. International Journal of Applied Earth Observation and Geoinformation
- Multifractal interpolation and spectrum–area fractal modeling of stream sediment geochemical data: Implications for mapping exploration targets
- (2017) Mohammad Parsa et al. JOURNAL OF AFRICAN EARTH SCIENCES
- A Receiver Operating Characteristics-Based Geochemical Data Fusion Technique for Targeting Undiscovered Mineral Deposits
- (2017) Mohammad Parsa et al. Natural Resources Research
- Enhancement and Mapping of Weak Multivariate Stream Sediment Geochemical Anomalies in Ahar Area, NW Iran
- (2017) Mohammad Parsa et al. Natural Resources Research
- Mineral Systems Analysis and Artificial Neural Network Modeling of Chromite Prospectivity in the Western Limb of the Bushveld Complex, South Africa
- (2017) Abera Tessema Natural Resources Research
- Injection-Driven Swarm Seismicity and Permeability Enhancement: Implications for the Dynamics of Hydrothermal Ore Systems in High Fluid-Flux, Overpressured Faulting Regimes—An Invited Paper
- (2016) Stephen F. Cox ECONOMIC GEOLOGY
- Microanalysis of Fluid Inclusions in Crustal Hydrothermal Systems using Laser Ablation Methods
- (2016) Thomas Wagner et al. Elements
- Mineral system analysis: Quo vadis
- (2016) S.G. Hagemann et al. ORE GEOLOGY REVIEWS
- Orogenic gold and the mineral systems approach: Resolving fact, fiction and fantasy
- (2016) Derek A. Wyman et al. ORE GEOLOGY REVIEWS
- The conjunction of factors that lead to formation of giant gold provinces and deposits in non-arc settings
- (2016) David I. Groves et al. Geoscience Frontiers
- Fate of gold and base metals during metamorphic devolatilization of a pelite
- (2015) Richen Zhong et al. GEOCHIMICA ET COSMOCHIMICA ACTA
- Orogenic gold: Common or evolving fluid and metal sources through time
- (2015) Richard J. Goldfarb et al. LITHOS
- Receiver operating characteristics (ROC) as validation tool for prospectivity models — A magmatic Ni–Cu case study from the Central Lapland Greenstone Belt, Northern Finland
- (2015) Vesa Nykänen et al. ORE GEOLOGY REVIEWS
- No mass-independent sulfur isotope fractionation in auriferous fluids supports a magmatic origin for Archean gold deposits
- (2013) Yunxing Xue et al. GEOLOGY
- On the source of orogenic gold
- (2013) Andrew G. Tomkins GEOLOGY
- Support vector machine for multi-classification of mineral prospectivity areas
- (2012) Maysam Abedi et al. COMPUTERS & GEOSCIENCES
- Diagenetic pyrite as a source for metals in orogenic gold deposits, Otago Schist, New Zealand
- (2012) Ross Large et al. NEW ZEALAND JOURNAL OF GEOLOGY AND GEOPHYSICS
- Are Iron-Rich Sedimentary Rocks the Key to the Spike in Orogenic Gold Mineralization in the Paleoproterozoic?
- (2011) A. Lambeck et al. ECONOMIC GEOLOGY
- Pyrite and Pyrrhotite Textures and Composition in Sediments, Laminated Quartz Veins, and Reefs at Bendigo Gold Mine, Australia: Insights for Ore Genesis
- (2011) H. V. Thomas et al. ECONOMIC GEOLOGY
- Support vector machine: A tool for mapping mineral prospectivity
- (2010) Renguang Zuo et al. COMPUTERS & GEOSCIENCES
- The Mechanics of Metamorphic Fluid Expulsion
- (2010) J. A. D. Connolly Elements
- The interpretation of geochemical survey data
- (2010) Eric C. Grunsky GEOCHEMISTRY-EXPLORATION ENVIRONMENT ANALYSIS
- Formation of gold deposits: a metamorphic devolatilization model
- (2010) G. N. PHILLIPS et al. JOURNAL OF METAMORPHIC GEOLOGY
- Introduction to the Special Issue: Mineral prospectivity analysis and quantitative resource estimation
- (2010) Alok K. Porwal et al. ORE GEOLOGY REVIEWS
- Translating the mineral systems approach into an effective exploration targeting system
- (2010) T. Campbell McCuaig et al. ORE GEOLOGY REVIEWS
- A kernel functions analysis for support vector machines for land cover classification
- (2009) T. Kavzoglu et al. International Journal of Applied Earth Observation and Geoinformation
- Radial Basis Functional Link Nets Used as a Prospectivity Mapping Tool for Orogenic Gold Deposits Within the Central Lapland Greenstone Belt, Northern Fennoscandian Shield
- (2008) Vesa Nykänen Natural Resources Research
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started