Sérgio Henrique Godinho Silva

The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges

José Alexandre Melo Demattê, André Carnieletto Dotto, Ariane F.S. Paiva et al. · Geoderma · 2019 · 172 citations · Full text

Biogeochemistry, Environmental Monitoring, Engineering +10

Object-based random forest modelling of aboveground forest biomass outperforms a pixel-based approach in a heterogeneous and mountain tropical environment

Eduarda Martiniano de Oliveira Silveira, Sérgio Henrique Godinho Silva, Fausto Weimar Acérbi Júnior et al. · International Journal of Applied Earth Observation and Geoinformation · 2019 · 105 citations

Engineering, Pixel-based Approach, Tropical Environment +11

Rapid soil fertility prediction using X-ray fluorescence data and machine learning algorithms

Lucas Benedet, Salvador Francisco Acuña-Guzman, Wilson Missina Faria et al. · CATENA · 2020 · 84 citations

Soil Characterization, Precision Agriculture, Engineering +9

Multiple linear regression and random forest to predict and map soil properties using data from portable X-ray fluorescence spectrometer (pXRF)

Sérgio Henrique Godinho Silva, Anita Fernanda dos Santos Teixeira, Michele Duarte de Menezes et al. · Ciência e Agrotecnologia · 2017 · 83 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +23

Portable X-ray fluorescence (pXRF) applications in tropical Soil Science

Bruno Teixeira Ribeiro, Sérgio Henrique Godinho Silva, Elen Alvarenga Silva et al. · Ciência e Agrotecnologia · 2017 · 78 citations · Full text

Soil Characterization, Portable Equipments, Biogeochemistry +12