Rodriguez-Galiano, V., Sanchez-Castillo, M., Chica-Olmo, M., Chica-Rivas, M. (2015) Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines. Ore Geology Reviews, 71. 804-818 doi:10.1016/j.oregeorev.2015.01.001

References Listed

These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.

	Abedi, Maysam, Norouzi, Gholam-Hossain, Bahroudi, Abbas (2012) Support vector machine for multi-classification of mineral prospectivity areas. Computers & Geosciences, 46. 272-283 doi:10.1016/j.cageo.2011.12.014
	Abedi, Maysam, Norouzi, Gholam-Hossain, Fathianpour, Nader (2013) Fuzzy outranking approach: A knowledge-driven method for mineral prospectivity mapping. International Journal of Applied Earth Observation and Geoinformation, 21. 556-567 doi:10.1016/j.jag.2012.07.012
	Agterberg, Frederik P., Bonham-Carter, Graeme F. (2005) Measuring the Performance of Mineral-Potential Maps. Natural Resources Research, 14 (1) 1-17 doi:10.1007/s11053-005-4674-0
	Al-Anazi, A.F., Gates, I.D. (2010) Support vector regression for porosity prediction in a heterogeneous reservoir: A comparative study. Computers & Geosciences, 36 (12) 1494-1503 doi:10.1016/j.cageo.2010.03.022
	Arribas, Antonio, Cunningham, Charles G., Rytuba, James J., Rye, Robert O., Kelly, William C., Podwysocki, Melvin H., McKee, Edwin H., Tosdal, Richard M. (1995) Geology, geochronology, fluid inclusions, and isotope geochemistry of the Rodalquilar gold alunite deposit, Spain. Economic Geology, 90 (4) 795-822 doi:10.2113/gsecongeo.90.4.795
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/014311697218700 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Avantra Geosystems (2006)
	Bagur, M.G., Morales, S., López-Chicano, M. (2009) Evaluation of the environmental contamination at an abandoned mining site using multivariate statistical techniques—The Rodalquilar (Southern Spain) mining district. Talanta, 80 (1). 377-384 doi:10.1016/j.talanta.2009.06.075
	Bater, Christopher W., Coops, Nicholas C. (2009) Evaluating error associated with lidar-derived DEM interpolation. Computers & Geosciences, 35 (2) 289-300 doi:10.1016/j.cageo.2008.09.001
	Bazi, Y., Melgani, F. (2006) Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 44 (11) 3374-3385 doi:10.1109/tgrs.2006.880628
	Beck (2003)
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/01431160802282854 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/01431160802282854 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Bellman (2003)
	Bergstra (2012) J. Mach. Learn. Res. Random search for hyper-parameter optimization 13, 281
	Berk (2002) Exploiting MODTRAN radiation transport for atmospheric correction: the FLAASH algorithm , 798
	Boardman, Joseph W., Kruse, Fred A. (2011) Analysis of Imaging Spectrometer Data Using $N$-Dimensional Geometry and a Mixture-Tuned Matched Filtering Approach. IEEE Transactions on Geoscience and Remote Sensing, 49 (11) 4138-4152 doi:10.1109/tgrs.2011.2161585
	Boardman (1995) Mapping target signatures via partial unmixing of AVIRIS data , 23
	Bonham-Carter (1994)
	Booker, D.J., Snelder, T.H. (2012) Comparing methods for estimating flow duration curves at ungauged sites. Journal of Hydrology, 434. 78-94 doi:10.1016/j.jhydrol.2012.02.031
	Boser (1992) A training algorithm for optimal margin classifier , 144
	Bradley, Andrew P. (1997) The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition, 30 (7). 1145-1159 doi:10.1016/s0031-3203(96)00142-2
	Breiman (1984)
	Not Yet Imported: Machine Learning - journal-article : 10.1007/BF00058655 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 54736
	Not Yet Imported: Machine Learning - journal-article : 10.1023/A:1010933404324 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 54736
	Breiman (1984)
	Brown, W. M., Gedeon, T. D., Groves, D. I., Barnes, R. G. (2000) Artificial neural networks: A new method for mineral prospectivity mapping. Australian Journal of Earth Sciences, 47 (4) 757-770 doi:10.1046/j.1440-0952.2000.00807.x
	Carranza (2008)
	Carranza, Emmanuel John M. (2011) Geocomputation of mineral exploration targets. Computers & Geosciences, 37 (12) 1907-1916 doi:10.1016/j.cageo.2011.11.009
	Carranza, E.J.M., van Ruitenbeek, F.J.A., Hecker, C., van der Meijde, M., van der Meer, F.D. (2008) Knowledge-guided data-driven evidential belief modeling of mineral prospectivity in Cabo de Gata, SE Spain. International Journal of Applied Earth Observation and Geoinformation, 10 (3). 374-387 doi:10.1016/j.jag.2008.02.008
	Chan, Jonathan Cheung-Wai, Paelinckx, Desiré (2008) Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery. Remote Sensing of Environment, 112 (6). 2999-3011 doi:10.1016/j.rse.2008.02.011
	Chen (2011) , 214
	Chen, Shih-Kai, Jang, Cheng-Shin, Peng, Yi-Huei (2013) Developing a probability-based model of aquifer vulnerability in an agricultural region. Journal of Hydrology, 486. 494-504 doi:10.1016/j.jhydrol.2013.02.019
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/01431160110104656 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Choe, Eunyoung, van der Meer, Freek, van Ruitenbeek, Frank, van der Werff, Harald, de Smeth, Boudewijn, Kim, Kyoung-Woong (2008) Mapping of heavy metal pollution in stream sediments using combined geochemistry, field spectroscopy, and hyperspectral remote sensing: A case study of the Rodalquilar mining area, SE Spain. Remote Sensing of Environment, 112 (7). 3222-3233 doi:10.1016/j.rse.2008.03.017
	Chung (1977) , 299
	Chung (1978)
	Not Yet Imported: Machine Learning - journal-article : 10.1007/BF00994018 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 54736
	Cox (1986) , 379
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/01431168908903888 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Not Yet Imported: Ecology and Society - journal-article : 10.5751/ES-04822-170225 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 19104
	Debba, Pravesh, Carranza, Emmanuel J. M., Stein, Alfred, van der Meer, Freek D. (2009) Deriving Optimal Exploration Target Zones on Mineral Prospectivity Maps. Mathematical Geosciences, 41 (4). 421-446 doi:10.1007/s11004-008-9181-5
	Demoustier (1999) Characterization of epithermal quartz veins from the volcanic area of Cabo de Gata (Almeria Province, southeastern Spain) by low-temperature thermoluminescence; relation with petrographic textures and fluid inclusions 328, 521
	Doblas, Miguel, Oyarzun, Roberto (1989) Neogene extensional collapse in the western Mediterranean (Betic-Rif Alpine orogenic belt): Implications for the genesis of the Gilbraltar Arc and magmatic activity. Geology, 17 (5) 430 doi:10.1130/0091-7613(1989)017<0430:necitw>2.3.co;2
	Duggen, Svend, Hoernle, Kaj, van den Bogaard, Paul, Harris, Chris (2004) Magmatic evolution of the Alboran region: The role of subduction in forming the western Mediterranean and causing the Messinian Salinity Crisis. Earth and Planetary Science Letters, 218 (1) 91-108 doi:10.1016/s0012-821x(03)00632-0
	Escribano, P., Palacios-Orueta, A., Oyonarte, C., Chabrillat, S. (2010) Spectral properties and sources of variability of ecosystem components in a Mediterranean semiarid environment. Journal of Arid Environments, 74 (9). 1041-1051 doi:10.1016/j.jaridenv.2010.02.001
	Fallon, Matthew, Porwal, Alok, Guj, Pietro (2010) Prospectivity analysis of the Plutonic Marymia Greenstone Belt, Western Australia. Ore Geology Reviews, 38 (3) 208-218 doi:10.1016/j.oregeorev.2010.03.009
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/01431169608949009 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Ferrier (2007) , 107
	Ferrier, G., Hudson-Edwards, K.A., Pope, R.J. (2009) Characterisation of the environmental impact of the Rodalquilar mine, Spain by ground-based reflectance spectroscopy. Journal of Geochemical Exploration, 100 (1) 11-19 doi:10.1016/j.gexplo.2008.03.001
	Navarro Flores, Andrés, Doménech Rubio, Luis Miguel (2010) Arsenic and metal mobility from Au mine tailings in Rodalquilar (Almería, SE Spain). Environmental Earth Sciences, 60 (1). 121-138 doi:10.1007/s12665-009-0174-6
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/014311697218764 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Friedl, M.A., Brodley, C.E. (1997) Decision tree classification of land cover from remotely sensed data. Remote Sensing of Environment, 61 (3). 399-409 doi:10.1016/s0034-4257(97)00049-7
	García, Mónica, Oyonarte, Cecilio, Villagarcía, Luis, Contreras, Sergio, Domingo, Francisco, Puigdefábregas, Juan (2008) Monitoring land degradation risk using ASTER data: The non-evaporative fraction as an indicator of ecosystem function. Remote Sensing of Environment, 112 (9). 3720-3736 doi:10.1016/j.rse.2008.05.011
	Not Yet Imported: GIScience & Remote Sensing - journal-article : 10.2747/1548-1603.49.5.623 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Pattern Recognition Letters - journal-article : 10.1016/j.patrec.2005.08.011 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 62352
	Green, A.A., Berman, M., Switzer, P., Craig, M.D. (1988) A transformation for ordering multispectral data in terms of image quality with implications for noise removal. IEEE Transactions on Geoscience and Remote Sensing, 26 (1) 65-74 doi:10.1109/36.3001
	Guo, Li, Chehata, Nesrine, Mallet, Clément, Boukir, Samia (2011) Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests. ISPRS Journal of Photogrammetry and Remote Sensing, 66 (1) 56-66 doi:10.1016/j.isprsjprs.2010.08.007
	Guyon (2003) J. Mach. Learn. Res. An introduction to variable and feature selection 3, 1157
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/01431169608949069 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Harris, DeVerle, Zurcher, Lukas, Stanley, Michael, Marlow, Josef, Pan, Guocheng (2003) A Comparative Analysis of Favorability Mappings by Weights of Evidence, Probabilistic Neural Networks, Discriminant Analysis, and Logistic Regression. Natural Resources Research, 12 (4) 241-255 doi:10.1023/b:narr.0000007804.27450.e8
	Hastie (2009) Linear methods for classification , 101
	Heald, Pamela, Foley, Nora K., Hayba, Daniel O. (1987) Comparative anatomy of volcanic-hosted epithermal deposits; acid-sulfate and adularia-sericite types. Economic Geology, 82 (1) 1-26 doi:10.2113/gsecongeo.82.1.1
	Herrera, Manuel, Torgo, Luís, Izquierdo, Joaquín, Pérez-García, Rafael (2010) Predictive models for forecasting hourly urban water demand. Journal of Hydrology, 387 (1). 141-150 doi:10.1016/j.jhydrol.2010.04.005
	Joly, Aurore, Porwal, Alok, McCuaig, T. Campbell (2012) Exploration targeting for orogenic gold deposits in the Granites-Tanami Orogen: Mineral system analysis, targeting model and prospectivity analysis. Ore Geology Reviews, 48. 349-383 doi:10.1016/j.oregeorev.2012.05.004
	Kemp (1999)
	Kruse (2002) Evaluation and validation of EO-1 Hyperion for geologic mapping , 593
	Lewkowski (2010)
	Not Yet Imported: Photogrammetric Engineering & Remote Sensing - journal-article : 10.14358/PERS.74.10.1201 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	López Ruiz (1980) Estud. Geol. La Region Volcánica Neogena del Sureste de España 36, 5
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/01431160701352154 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Mejía-Herrera (2014) Nat. Resour. Res. Curvature attribute from surface-restoration as predictor variable in Kupferschiefer copper potentials , 1
	Not Yet Imported: Machine Learning - journal-article : 10.1007/BF00116837 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 54736
	Moon (2006) Ore, mineral economics and mineral exploration , 3
	Oh, Hyun-Joo, Lee, Saro (2010) Application of Artificial Neural Network for Gold–Silver Deposits Potential Mapping: A Case Study of Korea. Natural Resources Research, 19 (2) 103-124 doi:10.1007/s11053-010-9112-2
	Oyarzun, Roberto, Cubas, Paloma, Higueras, Pablo, Lillo, Javier, Llanos, Willians (2009) Environmental assessment of the arsenic-rich, Rodalquilar gold–(copper–lead–zinc) mining district, SE Spain: data from soils and vegetation. Environmental Geology, 58 (4) doi:10.1007/s00254-008-1550-3
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/01431160412331269698 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Pal, Mahesh, Mather, Paul M (2003) An assessment of the effectiveness of decision tree methods for land cover classification. Remote Sensing of Environment, 86 (4). 554-565 doi:10.1016/s0034-4257(03)00132-9
	Leite, Emilson Pereira, de Souza Filho, Carlos Roberto (2009) Artificial neural networks applied to mineral potential mapping for copper-gold mineralizations in the Carajás Mineral Province, Brazil. Geophysical Prospecting, 57 (6) 1049-1065 doi:10.1111/j.1365-2478.2008.00779.x
	Leite, Emilson Pereira, de Souza Filho, Carlos Roberto (2009) Probabilistic neural networks applied to mineral potential mapping for platinum group elements in the Serra Leste region, Carajás Mineral Province, Brazil. Computers & Geosciences, 35 (3) 675-687 doi:10.1016/j.cageo.2008.05.003
	Not Yet Imported: Ecological Modelling - journal-article : 10.1016/j.ecolmodel.2007.05.011 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 19083
	Piccini (2012) Int. J. Environ. Res. Application of indicator kriging to evaluate the probability of exceeding nitrate contamination thresholds 6, 853
	Porwal, Alok, Carranza, E. J. M., Hale, M. (2003) Natural Resources Research, 12 (3) Springer Science and Business Media LLC. 155-171 doi:10.1023/a:1025171803637
	Porwal, A., González-Álvarez, I., Markwitz, V., McCuaig, T.C., Mamuse, A. (2010) Weights-of-evidence and logistic regression modeling of magmatic nickel sulfide prospectivity in the Yilgarn Craton, Western Australia. Ore Geology Reviews, 38 (3) 184-196 doi:10.1016/j.oregeorev.2010.04.002
	Porwal (2010) SVM-based base-metal prospectivity modeling of the Aravalli Orogen, northwestern India , 15171
	Quinlan (1993)
	Rigol, J. P., Chica-Olmo, M. (1998) Merging remote-sensing images for geological-environmental mapping: application to the Cabo de Gata-Níjar Natural Park, Spain. Environmental Geology, 34 (2) 194-202 doi:10.1007/s002540050271
	Not Yet Imported: International Journal of Remote Sensing - journal-article : 10.1080/0143116021000031791 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 34516
	Rodriguez-Galiano, Victor F., Chica-Rivas, Mario (2014) Evaluation of different machine learning methods for land cover mapping of a Mediterranean area using multi-seasonal Landsat images and Digital Terrain Models. International Journal of Digital Earth, 7 (6). 492-509 doi:10.1080/17538947.2012.748848
	Rodriguez-Galiano, V.F., Chica-Olmo, M., Abarca-Hernandez, F., Atkinson, P.M., Jeganathan, C. (2012) Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture. Remote Sensing of Environment, 121. 93-107 doi:10.1016/j.rse.2011.12.003
	Rodriguez-Galiano, V.F., Ghimire, B., Rogan, J., Chica-Olmo, M., Rigol-Sanchez, J.P. (2012) An assessment of the effectiveness of a random forest classifier for land-cover classification. ISPRS Journal of Photogrammetry and Remote Sensing, 67. 93-104 doi:10.1016/j.isprsjprs.2011.11.002
	Rodriguez-Galiano, V.F., Chica-Olmo, M., Chica-Rivas, M. (2014) Predictive modelling of gold potential with the integration of multisource information based on random forest: a case study on the Rodalquilar area, Southern Spain. International Journal of Geographical Information Science, 28 (7). 1336-1354 doi:10.1080/13658816.2014.885527
	Not Yet Imported: Photogrammetric Engineering & Remote Sensing - journal-article : 10.14358/PERS.69.7.793 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	RSI, 2007. FLAASH Module User's Guide, ITT Visual Information Solutions.
	Rumelhart, David E., Hinton, Geoffrey E., Williams, Ronald J. (1986) Learning representations by back-propagating errors. Nature, 323 (6088). 533-536 doi:10.1038/323533a0
	Rytuba, J. J., Arribas, A., Cunningham, C. G., McKee, E. H., Podwysocki, M. H., Smith, J. G., Kelly, W. C., Arribas, A. (1990) Mineralized and unmineralized calderas in Spain; Part II, evolution of the Rodalquilar caldera complex and associated gold-alunite deposits. Mineralium Deposita, 25. doi:10.1007/bf00205247
	Sawatzky (2009)
	Sawatzky (2010)
	Singer, Donald A., Kouda, Ryoichi (1996) Application of a feedforward neural network in the search for Kuroko deposits in the Hokuroku district, Japan. Mathematical Geology, 28 (8). 1017-1023 doi:10.1007/bf02068587
	Meer, Freek van der (2006) Indicator kriging applied to absorption band analysis in hyperspectral imagery: A case study from the Rodalquilar epithermal gold mining area, SE Spain. International Journal of Applied Earth Observation and Geoinformation, 8 (1). 61-72 doi:10.1016/j.jag.2005.07.001
	Vapnik (2000)
	Vapnik (1964) Autom. Remote Control A note on one class of perceptrons 25
	Vapnik (1963) Autom. Remote Control Pattern recognition using generalized portrait method 24, 774
	Not Yet Imported: Ecological Modelling - journal-article : 10.1016/j.ecolmodel.2011.02.007 If you would like this item imported into the Digital Library, please contact us quoting Journal ID 19083
	Wang (2009) Ensemble methods for spectral–spatial classification of urban hyperspectral data vols. 1–5, 3324
	Waske, Björn, Braun, Matthias (2009) Classifier ensembles for land cover mapping using multitemporal SAR imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 64 (5) 450-457 doi:10.1016/j.isprsjprs.2009.01.003
	WESSELS, K (2004) Mapping regional land cover with MODIS data for biological conservation: Examples from the Greater Yellowstone Ecosystem, USA and Par� State, Brazil. Remote Sensing of Environment, 92 (1). 67-83 doi:10.1016/j.rse.2004.05.002
	Not Yet Imported: Photogrammetric Engineering & Remote Sensing - journal-article : 10.14358/PERS.77.1.27 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	ZECK, H. P., MALUSKI, H., KRISTENSEN, A. B. (2000) Revised geochronology of the Neogene calc‐alkaline volcanic suite in Sierra de Gata, Alborán volcanic province, SE Spain. Journal of the Geological Society, 157 (1) 75-81 doi:10.1144/jgs.157.1.75
	Zhao, Changsen, Liu, Changming, Xia, Jun, Zhang, Yongyong, Yu, Qiang, Eamus, Derek (2012) Recognition of key regions for restoration of phytoplankton communities in the Huai River basin, China. Journal of Hydrology, 420. 292-300 doi:10.1016/j.jhydrol.2011.12.016
	Zimmermann, Alexander, Francke, Till, Elsenbeer, Helmut (2012) Forests and erosion: Insights from a study of suspended-sediment dynamics in an overland flow-prone rainforest catchment. Journal of Hydrology, 428. 170-181 doi:10.1016/j.jhydrol.2012.01.039
	Zuo, Renguang, Carranza, Emmanuel John M. (2011) Support vector machine: A tool for mapping mineral prospectivity. Computers & Geosciences, 37 (12) 1967-1975 doi:10.1016/j.cageo.2010.09.014

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