Erli Pinto dos Santos

Vegetation cover monitoring in tropical regions using SAR-C dual-polarization index: seasonal and spatial influences

Erli Pinto dos Santos, Demétrius David da Silva, Cibele Hummel do Amaral · International Journal of Remote Sensing · 2021 · 50 citations

Dense Vegetation, Earth Observation, Engineering +20

A Machine Learning approach to reconstruct cloudy affected vegetation indices imagery via data fusion from Sentinel-1 and Landsat 8

Erli Pinto dos Santos, Demétrius David da Silva, Cibele Hummel do Amaral et al. · Computers and Electronics in Agriculture · 2022 · 46 citations

Precision Agriculture, Engineering, Machine Learning Approach +16

Sentinel-1 Imagery Used for Estimation of Soil Organic Carbon by Dual-Polarization SAR Vegetation Indices

Erli Pinto dos Santos, Michel Castro Moreira, Elpídio Inácio Fernandes-Filho et al. · Remote Sensing · 2023 · 21 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +20

Machine learning models applied to TSS estimation in a reservoir using multispectral sensor onboard to RPA

Rafael Luís Silva Dias, Demétrius David da Silva, Elpídio Inácio Fernandes-Filho et al. · Ecological Informatics · 2021 · 20 citations

State Estimation, Environmental Monitoring, Machine Learning +10

Improving the generalization error and transparency of regression models to estimate soil organic carbon using soil reflectance data

Erli Pinto dos Santos, Michel Castro Moreira, Elpı́dio Inácio Fernandes Filho et al. · Ecological Informatics · 2023 · 19 citations

Carbon Sequestration, Precision Agriculture, Biogeochemistry +9