Tectonic environments of South American porphyry copper magmatism through time revealed by spatiotemporal data mining

Random forest predictive modeling of mineral prospectivity with small number of prospects and data with missing values in Abra (Philippines)

(2015) Emmanuel John M. Carranza et al.   COMPUTERS & GEOSCIENCES

Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines

(2015) V. Rodriguez-Galiano et al.   ORE GEOLOGY REVIEWS

Comparison of the Data-Driven Random Forests Model and a Knowledge-Driven Method for Mineral Prospectivity Mapping: A Case Study for Gold Deposits Around the Huritz Group and Nueltin Suite, Nunavut, Canada

(2015) G. McKay et al.   Natural Resources Research

Data-Driven Predictive Modeling of Mineral Prospectivity Using Random Forests: A Case Study in Catanduanes Island (Philippines)

(2015) Emmanuel John M. Carranza et al.   Natural Resources Research

A geodynamic perspective of world-class gold deposits in East Asia

(2014) Vadim G. Khomich et al.   GONDWANA RESEARCH

Distribution of porphyry copper deposits along the western Tethyan and Andean subduction zones: Insights from a paleotectonic approach

(2014) Guillaume Bertrand et al.   ORE GEOLOGY REVIEWS

Towards a predictive model for opal exploration using a spatio-temporal data mining approach

(2013) A. S. Merdith et al.   AUSTRALIAN JOURNAL OF EARTH SCIENCES

Mapping geology and volcanic-hosted massive sulfide alteration in the Hellyer–Mt Charter region, Tasmania, using Random Forests™ and Self-Organising Maps

(2013) M. J. Cracknell et al.   AUSTRALIAN JOURNAL OF EARTH SCIENCES

Relationships between palaeogeography and opal occurrence in Australia: A data-mining approach

(2013) T.C.W. Landgrebe et al.   COMPUTERS & GEOSCIENCES

Geological mapping using remote sensing data: A comparison of five machine learning algorithms, their response to variations in the spatial distribution of training data and the use of explicit spatial information

(2013) Matthew J. Cracknell et al.   COMPUTERS & GEOSCIENCES

The upside of uncertainty: Identification of lithology contact zones from airborne geophysics and satellite data using random forests and support vector machines

(2013) Matthew J. Cracknell et al.   GEOPHYSICS

Continental-root control on the genesis of magmatic ore deposits

(2013) W. L. Griffin et al.   Nature Geoscience

Giant ore deposits formed by optimal alignments and combinations of geological processes

(2013) Jeremy P. Richards   Nature Geoscience

The Late Jurassic to present evolution of the Andean margin: Drivers and the geological record

(2013) Kayla T. Maloney et al.   TECTONICS

Support vector machine for multi-classification of mineral prospectivity areas

(2012) Maysam Abedi et al.   COMPUTERS & GEOSCIENCES

Global continental and ocean basin reconstructions since 200Ma

(2012) M. Seton et al.   EARTH-SCIENCE REVIEWS

Influence of overriding plate geometry and rheology on subduction

(2012) N. P. Butterworth et al.   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

Major types and time–space distribution of Mesozoic ore deposits in South China and their geodynamic settings

(2012) Mao Jingwen et al.   MINERALIUM DEPOSITA

Mapping of hyperspectral AVIRIS data using machine-learning algorithms

(2011) Björn Waske et al.   CANADIAN JOURNAL OF REMOTE SENSING

Subduction dynamics and the origin of Andean orogeny and the Bolivian orocline

(2011) F. A. Capitanio et al.   NATURE

Support vector machine: A tool for mapping mineral prospectivity

(2010) Renguang Zuo et al.   COMPUTERS & GEOSCIENCES

Porphyry Copper Systems

(2010) R. H. Sillitoe   ECONOMIC GEOLOGY

Tectonic and magmatic responses to the subduction of high bathymetric relief

(2010) Gideon Rosenbaum et al.   GONDWANA RESEARCH

Tectonic framework and Phanerozoic evolution of Sundaland

(2010) Ian Metcalfe   GONDWANA RESEARCH

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Effect of plate bending on the Urey ratio and the thermal evolution of the mantle

(2009) Geoffrey F. Davies   EARTH AND PLANETARY SCIENCE LETTERS

Dynamics of plate bending at the trench and slab-plate coupling

(2009) F. A. Capitanio et al.   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

The tectonic regime along the Andes: Present-day and Mesozoic regimes

(2009) Victor A. Ramos   GEOLOGICAL JOURNAL

Overriding plate shortening and extension above subduction zones: A parametric study to explain formation of the Andes Mountains

(2008) W.P. Schellart   GEOLOGICAL SOCIETY OF AMERICA BULLETIN

Earth's copper resources estimated from tectonic diffusion of porphyry copper deposits

(2008) Stephen E. Kesler et al.   GEOLOGY

Selection of coherent deposit-type locations and their application in data-driven mineral prospectivity mapping

(2007) E.J.M. Carranza et al.   ORE GEOLOGY REVIEWS

Use of a dark object concept and support vector machines to automate forest cover change analysis

(2007) Chengquan Huang et al.   REMOTE SENSING OF ENVIRONMENT