Roberto Valmir da Silva

Landslide susceptibility mapping with r.landslide: A free open-source GIS-integrated tool based on Artificial Neural Networks

Lucimara Bragagnolo, Roberto Valmir da Silva, J.M.V. Grzybowski · Environmental Modelling & Software · 2019 · 138 citations

Rock Slide, Engineering, Landslide Susceptibility +9

Artificial neural network ensembles applied to the mapping of landslide susceptibility

Lucimara Bragagnolo, Roberto Valmir da Silva, J.M.V. Grzybowski · CATENA · 2019 · 121 citations

Geotechnical Engineering, Rock Slide, Engineering +10

Convolutional neural networks applied to semantic segmentation of landslide scars

Lucimara Bragagnolo, Lujan Rafael Rezende, Roberto Valmir da Silva et al. · CATENA · 2021 · 100 citations

Image Classification, Convolutional Neural Network, Image Analysis +13

Estimation of potential changes in cereals production under climate change scenarios

Kenichi Tatsumi, Yosuke Yamashiki, Roberto Valmir da Silva et al. · Hydrological Processes · 2011 · 78 citations

Precision Agriculture, Engineering, Agricultural Economics +24

Amazon forest cover change mapping based on semantic segmentation by U-Nets

Lucimara Bragagnolo, Roberto Valmir da Silva, J.M.V. Grzybowski · Ecological Informatics · 2021 · 70 citations

Image Analysis, Engineering, Data Science +13