Rafael Gomes Siqueira

Machine learning applied for Antarctic soil mapping: Spatial prediction of soil texture for Maritime Antarctica and Northern Antarctic Peninsula

Rafael Gomes Siqueira, Cássio Marques Moquedace dos Santos, Márcio Rocha Francelino et al. · Geoderma · 2023 · 42 citations · Full text

Engineering, Machine Learning, Antarctic Soil Mapping +22

Modelling and prediction of major soil chemical properties with Random Forest: Machine learning as tool to understand soil-environment relationships in Antarctica

Rafael Gomes Siqueira, Cássio Marques Moquedace dos Santos, Elpídio Inácio Fernandes-Filho et al. · CATENA · 2023 · 40 citations

Biogeochemistry, Engineering, Machine Learning +10

Evaluation of machine learning algorithms to classify and map landforms in Antarctica

Rafael Gomes Siqueira, Gustavo Vieira Veloso, Elpı́dio Inácio Fernandes Filho et al. · Earth Surface Processes and Landforms · 2021 · 36 citations

Engineering, Machine Learning, Geomorphology +21

Weathering and pedogenesis of sediments and basaltic rocks on Vega Island, Antarctic Peninsula

Rafael Gomes Siqueira, Carlos Ernesto Gonçalves Reynaud Schaefer, Elpídio Inácio Fernandes-Filho et al. · Geoderma · 2020 · 29 citations

Marine Geology, Earth Science, Engineering +11

Acid sulfate soils from Antarctica: genesis and properties along a climatic gradient

Rafael Gomes Siqueira, Daví do Vale Lopes, José João Lelis Leal de Souza et al. · Anais da Academia Brasileira de Ciências · 2022 · 13 citations · Full text

Kaolinite Formation, Engineering, Marine Chemistry +16