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 · 180 citations · Full text

Natural Sciences, Earth Sciences, Soil Sciences +9

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 · 109 citations

Natural Resources, Earth Sciences, Forestry +17

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 · 88 citations

Agriculture, Earth Sciences, Soil Sciences +16

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 · 86 citations · Full text

Agriculture, Earth Sciences, Soil Sciences +16

Soil texture prediction using portable X-ray fluorescence spectrometry and visible near-infrared diffuse reflectance spectroscopy

Lucas Benedet, Wilson Missina Faria, Sérgio Henrique Godinho Silva et al. · Geoderma · 2020 · 81 citations

Agriculture, Earth Sciences, Soil Sciences +13