| The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges JAM Demattê, AC Dotto, AFS Paiva, MV Sato, RSD Dalmolin, ... Geoderma 354, 113793, 2019 | 109 | 2019 |
| Soil horizon variation: A review AE Hartemink, Y Zhang, JG Bockheim, N Curi, SHG Silva, J Grauer-Gray, ... Advances in Agronomy 160 (1), 125-185, 2020 | 92 | 2020 |
| Object-based random forest modelling of aboveground forest biomass outperforms a pixel-based approach in a heterogeneous and mountain tropical environment EMO Silveira, SHG Silva, FW Acerbi-Junior, MC Carvalho, LMT Carvalho, ... International Journal of Applied Earth Observation and Geoinformation 78 …, 2019 | 91 | 2019 |
| Multiple linear regression and random forest to predict and map soil properties using data from portable X-ray fluorescence spectrometer (pXRF) SHG Silva, AFS Teixeira, MD Menezes, LRG Guilherme, FMS Moreira, ... Ciência e Agrotecnologia 41 (6), 648-664, 2017 | 78 | 2017 |
| Portable X-ray fluorescence (pXRF) applications in tropical Soil Science BT Ribeiro, SHG Silva, EA Silva, LRG Guilherme Ciência e Agrotecnologia 41 (3), 245-254, 2017 | 77 | 2017 |
| Tracing tropical soil parent material analysis via portable X-ray fluorescence (pXRF) spectrometry in Brazilian Cerrado M Mancini, DC Weindorf, S Chakraborty, SHG Silva, ... Geoderma 337, 718-728, 2019 | 65 | 2019 |
| Proximal sensing and digital terrain models applied to digital soil mapping and modeling of Brazilian Latosols (Oxisols) SHG Silva, GC Poggere, MD Menezes, GS Carvalho, LRG Guilherme, ... Remote Sensing 8 (8), 614, 2016 | 64 | 2016 |
| Prediction of soil fertility via portable X-ray fluorescence (pXRF) spectrometry and soil texture in the Brazilian Coastal Plains R Andrade, WM Faria, SHG Silva, S Chakraborty, DC Weindorf, ... Geoderma 357, 113960, 2020 | 63 | 2020 |
| Soil weathering analysis using a portable X-ray fluorescence (PXRF) spectrometer in an Inceptisol from the Brazilian Cerrado SHG Silva, AE Hartemink, AF dos Santos Teixeira, AV Inda, ... Applied Clay Science 162, 27-37, 2018 | 62 | 2018 |
| pXRF in tropical soils: Methodology, applications, achievements and challenges SHG Silva, BT Ribeiro, MBB Guerra, HWP de Carvalho, G Lopes, ... Advances in Agronomy, 2021 | 60 | 2021 |
| Soil texture prediction in tropical soils: A portable X-ray fluorescence spectrometry approach SHG Silva, DC Weindorf, LC Pinto, WM Faria, FWA Junior, LR Gomide, ... Geoderma 362, 114136, 2020 | 59 | 2020 |
| Rapid soil fertility prediction using X-ray fluorescence data and machine learning algorithms L Benedet, SF Acuña-Guzman, WM Faria, SHG Silva, M Mancini, ... CATENA 197, 105003, 0 | 51 | |
| Retrieving pedologist's mental model from existing soil map and comparing data mining tools for refining a larger area map under similar environmental conditions in … SHG Silva, MD de Menezes, PR Owens, N Curi Geoderma 267, 65-77, 2016 | 50 | 2016 |
| Assessing models for prediction of some soil chemical properties from portable X-ray fluorescence (pXRF) spectrometry data in Brazilian Coastal Plains R Andrade, SHG Silva, DC Weindorf, S Chakraborty, WM Faria, ... Geoderma 357, 113957, 2020 | 48 | 2020 |
| Soil texture prediction using portable X-ray fluorescence spectrometry and visible near-infrared diffuse reflectance spectroscopy L Benedet, WM Faria, SHG Silva, M Mancini, JAM Demattê, ... Geoderma 376, 114553, 2020 | 46 | 2020 |
| Advances in tropical soil characterization via portable X-ray fluorescence spectrometry EA Silva, DC Weindorf, SHG Silva, BT Ribeiro, GC Poggere, TS Carvalho, ... Pedosphere 29 (4), 468-482, 2019 | 45 | 2019 |
| Tropical soils characterization at low cost and time using portable X-ray fluorescence spectrometer (pXRF): effects of different sample preparation methods SHG Silva, EA Silva, GC Poggere, LRG Guilherme, N Curi Ciência e Agrotecnologia 42 (1), 80-92, 2018 | 43 | 2018 |
| Parent material distribution mapping from tropical soils data via machine learning and portable X-ray fluorescence (pXRF) spectrometry in Brazil M Mancini, DC Weindorf, SHG Silva, S Chakraborty, ... Geoderma 354, 113885, 2019 | 42 | 2019 |
| Soil subgroup prediction via portable X-ray fluorescence and visible near-infrared spectroscopy L Benedet, WM Faria, SHG Silva, M Mancini, LRG Guilherme, ... Geoderma 365, 114212, 2020 | 41 | 2020 |
| Solum depth spatial prediction comparing conventional with knowledge-based digital soil mapping approaches MD Menezes, SHG Silva, CR Mello, PR Owens, N Curi Scientia Agricola 71 (4), 316-323, 2014 | 41 | 2014 |
