Emmanuel John M. Carranza

Multi- and hyperspectral geologic remote sensing: A review

F.D. van der Meer, H.M.A. van der Werff, F.J.A. van Ruitenbeek et al. · International Journal of Applied Earth Observation and Geoinformation · 2011 · 1.1K citations · Full text

Support vector machine: A tool for mapping mineral prospectivity

Renguang Zuo, Emmanuel John M. Carranza · Computers & Geosciences · 2010 · 454 citations

Support Vector Machine, Engineering, Machine Learning +6

Quantitative analysis of salt-affected soil reflectance spectra: A comparison of two adaptive methods (PLSR and ANN)

Jamshid Farifteh, F.D. van der Meer, Clement Atzberger et al. · Remote Sensing of Environment · 2007 · 423 citations · Full text

Hydrogeology, Biogeochemistry, Precision Agriculture +10

Deep learning and its application in geochemical mapping

Renguang Zuo, Yihui Xiong, Jian Wang et al. · Earth-Science Reviews · 2019 · 369 citations

Geometric Learning, Deep Neural Networks, Engineering +4

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

Emmanuel John M. Carranza, Alice G. Laborte · Computers & Geosciences · 2014 · 344 citations

Engineering, Land Use, Mineral Exploration +10