Lithologic mapping using Random Forests applied to geophysical and remote-sensing data: A demonstration study from the Eastern Goldfields of Australia

Predictive lithological mapping of Canada's North using Random Forest classification applied to geophysical and geochemical data

(2015) J.R. Harris et al.   COMPUTERS & GEOSCIENCES

Predictive modelling of gold potential with the integration of multisource information based on random forest: a case study on the Rodalquilar area, Southern Spain

(2014) V.F. Rodriguez-Galiano et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

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

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

Mapping of hyperspectral AVIRIS data using machine-learning algorithms

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

Towards automatic lithological classification from remote sensing data using support vector machines

(2011) Le Yu et al.   COMPUTERS & GEOSCIENCES

Uncertainties have a meaning: Information entropy as a quality measure for 3-D geological models

(2011) J. Florian Wellmann et al.   TECTONOPHYSICS

Architecture and geodynamic evolution of the St Ives Goldfield, eastern Yilgarn Craton, Western Australia

(2010) R.S. Blewett et al.   PRECAMBRIAN RESEARCH

Two cycles of voluminous pyroclastic volcanism and sedimentation related to episodic granite emplacement during the late Archean: Eastern Yilgarn Craton, Western Australia

(2010) Richard J. Squire et al.   PRECAMBRIAN RESEARCH

The role of early formed structures on the development of the world class St Ives Goldfield, Yilgarn, WA

(2010) John Miller et al.   PRECAMBRIAN RESEARCH