| Modelling and mapping soil organic carbon stocks in Brazil LC Gomes, RM Faria, E de Souza, GV Veloso, CEGR Schaefer, ... Geoderma 340, 337-350, 2019 | 385 | 2019 |
| Machine learning models for streamflow regionalization in a tropical watershed RG Ferreira, DD da Silva, AAA Elesbon, EI Fernandes-Filho, GV Veloso, ... Journal of Environmental Management 280, 111713, 2021 | 50 | 2021 |
| Effect of environmental covariable selection in the hydrological modeling using machine learning models to predict daily streamflow GB Reis, DD da Silva, EI Fernandes Filho, MC Moreira, GV Veloso, ... Journal of Environmental Management 290, 112625, 2021 | 43 | 2021 |
| Analysis of terrain attributes in different spatial resolutions for digital soil mapping application in southeastern Brazil NC Sena, GV Veloso, EI Fernandes-Filho, MR Francelino, ... Geoderma Regional 21, e00268, 2020 | 43 | 2020 |
| Soil predictors are crucial for modelling vegetation distribution and its responses to climate change G de Castro Oliveira, DM Arruda, EI Fernandes Filho, GV Veloso, ... Science of The Total Environment 780, 146680, 2021 | 37 | 2021 |
| Reference values of soil quality for the Rio Doce Basin YZC Guevara, JJLL Souza, GV Veloso, RW Veloso, PA Rocha, ... Revista Brasileira de Ciência do Solo 42, e0170231, 2018 | 36 | 2018 |
| The establishment of a secondary forest in a degraded pasture to improve hydraulic properties of the soil VS Lopes, IM Cardoso, OR Fernandes, GC Rocha, FNB Simas, ... Soil and Tillage Research 198, 104538, 2020 | 30 | 2020 |
| Multivariate Analysis and Machine Learning in Properties of Ultisols (Argissolos) of Brazilian Amazon CMP Souza, A Thomazini, CEGR Schaefer, GV Veloso, GM Moreira, ... Revista Brasileira de Ciência do Solo 42, e0170419, 2018 | 25 | 2018 |
| Evaluation of machine learning algorithms to classify and map landforms in Antarctica RG Siqueira, GV Veloso, EI Fernandes‐Filho, MR Francelino, ... Earth Surface Processes and Landforms 47 (2), 367-382, 2022 | 23 | 2022 |
| Water quality of the Gualaxo do Norte and Carmo rivers after the Fundão dam collapse, Mariana, MG FC Santana, MR Francelino, CEGR Schaefer, GV Veloso, ... Water, Air, & Soil Pollution 232, 1-13, 2021 | 22 | 2021 |
| A new methodological framework for geophysical sensor combinations associated with machine learning algorithms to understand soil attributes DC Mello, GV Veloso, MG Lana, FAO Mello, RR Poppiel, DRO Cabrero, ... Geoscientific Model Development 15 (3), 1219-1246, 2022 | 21* | 2022 |
| Machine learning models applied to TSS estimation in a reservoir using multispectral sensor onboard to RPA RLS Dias, DD da Silva, EI Fernandes-Filho, CH do Amaral, ... Ecological Informatics 65, 101414, 2021 | 18 | 2021 |
| Predictive modeling of contents of potentially toxic elements using morphometric data, proximal sensing, and chemical and physical properties of soils under mining influence É de Castro Paes, GV Veloso, AA da Fonseca, EI Fernandes-Filho, ... Science of The Total Environment 817, 152972, 2022 | 15 | 2022 |
| Soil erosion satellite-based estimation in cropland for soil conservation BC Gallo, PSG Magalhães, JAM Demattê, WR Cervi, JLN Carvalho, ... Remote Sensing 15 (1), 20, 2022 | 13 | 2022 |
| Spatio-temporal dynamics of land use changes of an intense anthropized basin in the Brazilian semi-arid region MC de Sousa, GV Veloso, LC Gomes, EI Fernandes-Filho, TS de Oliveira Remote Sensing Applications: Society and Environment 24, 100646, 2021 | 13 | 2021 |
| Use of modeling to map potentially toxic elements and assess the risk to human health in soils affected by mining activity É de Castro Paes, GV Veloso, DL de Arruda Silva, EI Fernandes-Filho, ... Catena 220, 106662, 2023 | 12 | 2023 |
| Geostatistical modeling and traditional approaches for streamflow regionalization in a Brazilian Southeast watershed RG Ferreira, DD da Silva, AAA Elesbon, GR dos Santos, GV Veloso, ... Journal of South American Earth Sciences 108, 103355, 2021 | 12 | 2021 |
| Machine learning algorithm in the prediction of geomorphic indices for appraisal the influence of landscape structure on fluvial systems, southeastern-Brazil CMP Souza, NA Figueredo, LM Costa, GV Veloso, MIS Almeida, ... Revista Brasileira de Geomorfologia 21 (2), 2020 | 12 | 2020 |
| Spatiotemporal prediction of rainfall erosivity by machine learning in southeastern Brazil CMP de Souza, GV Veloso, CR Mello, RP Ribeiro, LAP da Silva, ME Leite, ... Geocarto International 37 (26), 11652-11670, 2022 | 11 | 2022 |
| Soil sampling strategy in areas of difficult acess using the cLHS method NC Sena, GV Veloso, AO Lopes, MR Francelino, EI Fernandes-Filho, ... Geoderma Regional 24, e00354, 2021 | 11 | 2021 |
