Silvia Valero

Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas

Charlotte Pelletier, Silvia Valero, Jordi Inglada et al. · Remote Sensing of Environment · 2016 · 590 citations

Engineering, Forest Biometrics, Data Science +13

Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world

Pierre Defourny, Sophie Bontemps, Nicolas Bellemans et al. · Remote Sensing of Environment · 2018 · 404 citations · Full text

Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery

Jordi Inglada, Marcela Arias, Benjamin Tardy et al. · Remote Sensing · 2015 · 374 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +22

Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series

Charlotte Pelletier, Silvia Valero, Jordi Inglada et al. · Remote Sensing · 2017 · 202 citations · Full text

Engineering, Machine Learning, Systematic Label Noise +25

Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images

Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson et al. · Pattern Recognition Letters · 2009 · 184 citations · Full text

Geometric Modeling, Sensing Images, Road Network +14