| A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices APM Ramos, LP Osco, DEG Furuya, WN Gonçalves, DC Santana, ... Computers and Electronics in Agriculture 178, 105791, 2020 | 188 | 2020 |
| Leaf nitrogen concentration and plant height prediction for maize using UAV-based multispectral imagery and machine learning techniques LP Osco, JM Junior, APM Ramos, DEG Furuya, DC Santana, ... Remote Sensing 12 (19), 3237, 2020 | 94 | 2020 |
| Classification of soybean genotypes for industrial traits using UAV multispectral imagery and machine learning DC Santana, LPR Teodoro, FHR Baio, RG dos Santos, PC Coradi, ... Remote Sensing Applications: Society and Environment 29, 100919, 2023 | 16 | 2023 |
| UAV-based multispectral sensor to measure variations in corn as a function of nitrogen topdressing DC Santana, MF Cotrim, MS Flores, FHR Baio, LS Shiratsuchi, ... Remote Sensing Applications: Society and Environment 23, 100534, 2021 | 16 | 2021 |
| High-throughput phenotyping allows the selection of soybean genotypes for earliness and high grain yield DC Santana, MP de Oliveira Cunha, RG Dos Santos, MF Cotrim, ... Plant Methods 18 (1), 13, 2022 | 15 | 2022 |
| Soybean cultivars identification using remotely sensed image and machine learning models R Gava, DC Santana, MF Cotrim, FS Rossi, LPR Teodoro, ... Sustainability 14 (12), 7125, 2022 | 12 | 2022 |
| The “New Transamazonian Highway”: BR-319 and Its Current Environmental Degradation M Lima, DC Santana, ICM Junior, PMC Costa, PPG Oliveira, RP Azevedo, ... Sustainability 14 (2), 823, 2022 | 11 | 2022 |
| Machine Learning in the Classification of Soybean Genotypes for Primary Macronutrients’ Content Using UAV–Multispectral Sensor DC Santana, MCM Teixeira Filho, MR da Silva, PHM Chagas, ... Remote Sensing 15 (5), 1457, 2023 | 8 | 2023 |
| Genotype× trait biplot and canonical correlations for spectral and agronomic traits in corn DC Santana, MS Flores, MF Cotrim, EV Rodrigues, A Santos, ... Agronomy Journal 113 (2), 1197-1204, 2021 | 8 | 2021 |
| Maize Yield Prediction with Machine Learning, Spectral Variables and Irrigation Management FHR Baio, DC Santana, LPR Teodoro, IC Oliveira, R Gava, ... Remote Sensing 15 (1), 79, 2022 | 6 | 2022 |
| New approach for predicting nitrogen and pigments in maize from hyperspectral data and machine learning models BC da Silva, R de Mello Prado, FHR Baio, CNS Campos, LPR Teodoro, ... Remote Sensing Applications: Society and Environment 33, 101110, 2024 | 5 | 2024 |
| Hyperspectral Response of the Soybean Crop as a Function of Target Spot (Corynespora cassiicola) Using Machine Learning to Classify Severity Levels JD de Queiroz Otone, GF Theodoro, DC Santana, LPR Teodoro, ... AgriEngineering 6 (1), 330-343, 2024 | 2 | 2024 |
| A New Approach to Identifying Sorghum Hybrids Using UAV Imagery Using Multispectral Signature and Machine Learning DC Santana, GF Theodoro, R Gava, JLG de Oliveira, LPR Teodoro, ... Algorithms 17 (1), 23, 2024 | 2 | 2024 |
| Soil CO2 emissions under different land-use managements in Mato Grosso do Sul, Brazil PE Teodoro, FS Rossi, LPR Teodoro, DC Santana, RF Ratke, ... Journal of Cleaner Production 434, 139983, 2024 | 2 | 2024 |
| Eucalyptus Species Discrimination Using Hyperspectral Sensor Data and Machine Learning L Pereira Ribeiro Teodoro, R Estevão, DC Santana, IC Oliveira, ... Forests 15 (1), 39, 2023 | 2 | 2023 |
| Lettuce and arugula production in intercropping and organic fertilization LM Ribera, AB Cecilio Filho, ND Peres, DC Santana, ML Silva Revista Caatinga 36, 794-801, 2023 | 2 | 2023 |
| Machine learning methods for woody volume prediction in eucalyptus DC Santana, RG Santos, PHN da Silva, H Pistori, LPR Teodoro, ... Sustainability 15 (14), 10968, 2023 | 2 | 2023 |
| Machine Learning in the Hyperspectral Classification of Glycaspis brimblecombei (Hemiptera Psyllidae) Attack Severity in Eucalyptus GS Gregori, E de Souza Loureiro, LG Amorim Pessoa, GB Azevedo, ... Remote Sensing 15 (24), 5657, 2023 | 1 | 2023 |
| Spectral variables as criteria for selection of soybean genotypes at different vegetative stages JF de Oliveira, JF de Alcântara, DC Santana, LPR Teodoro, FHR Baio, ... Remote Sensing Applications: Society and Environment 32, 101026, 2023 | 1 | 2023 |
| Understanding the combining ability of nutritional, agronomic and industrial traits in soybean F2 progenies PHM Das Chagas, LPR Teodoro, DC Santana, MCMT Filho, PC Coradi, ... Scientific Reports 13 (1), 17909, 2023 | 1 | 2023 |
