Douglas Santos

Spectral Analysis to Improve Inputs to Random Forest and Other Boosted Ensemble Tree-Based Algorithms for Detecting NYF Pegmatites in Tysfjord, Norway

Douglas Santos, Joana Cardoso-Fernandes, Alexandre Lima et al. · Remote Sensing · 2022 · 60 citations · Full text

Rare Earth Mineral, Earth Observation, Environmental Monitoring +22

Remote sensing techniques to detect areas with potential for lithium exploration in Minas Gerais, Brazil

Douglas Santos, Ana Cláudia Teodoro, Alexandre Lima et al. · 2019 · 19 citations

Earth Observation, Environmental Monitoring, Engineering +16

The potential of spectral unmixing method applied to PRISMA hyperspectral images in the identification of Li minerals: an evaluation for prospecting purposes

Douglas Santos, Joana Cardoso-Fernandes, Alexandre Lima et al. · 2022 · 16 citations · Full text

Environmental Monitoring, Engineering, Geomorphology +18

Spectral Library of European Pegmatites, Pegmatite Minerals and Pegmatite Host-Rocks – the GREENPEG project database

Joana Cardoso-Fernandes, Douglas Santos, Cátia Rodrigues de Almeida et al. · Earth system science data · 2023 · 15 citations · Full text

Engineering, Mineral Exploration, Chemistry +19

Identification of pegmatite bodies, at a province scale, using machine learning algorithms: preliminary results

Ana Cláudia Teodoro, Douglas Santos, Joana Cardoso-Fernandes et al. · 2021 · 14 citations · Full text