Veraldo Liesenberg

Discrimination of tropical forest types, dominant species, and mapping of functional guilds by hyperspectral and simulated multispectral Sentinel-2 data

Gaia Vaglio Laurin, Nicola Puletti, W.D. Hawthorne et al. · Remote Sensing of Environment · 2016 · 185 citations · Full text

Natural Resources, Ecology, Forestry +17

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs

Anderson Santos, José Marcato, Márcio Santos Araújo et al. · Sensors · 2019 · 184 citations · Full text

Natural Resources, Biodiversity Conservation, Forestry +14

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data

Camile Söthe, Cláudia Maria de Almeida, Marcos Benedito Schimalski et al. · GIScience & Remote Sensing · 2020 · 172 citations · Full text

Computing, Computer Science, Forestry +17

Optical and SAR sensor synergies for forest and land cover mapping in a tropical site in West Africa

Gaia Vaglio Laurin, Veraldo Liesenberg, Qi Chen et al. · International Journal of Applied Earth Observation and Geoinformation · 2012 · 160 citations

Natural Sciences, Earth Sciences, Forestry +17

Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery

Lucas Prado Osco, Ana Paula Marques Ramos, Danilo Roberto Pereira et al. · Remote Sensing · 2019 · 148 citations · Full text

Agriculture, Crop Sciences, Forestry +16