Matheus Pinheiro Ferreira

Using the U‐net convolutional network to map forest types and disturbance in the Atlantic rainforest with very high resolution images

Fabien Wagner, Alber Sánchez, Yuliya Tarabalka et al. · Remote Sensing in Ecology and Conservation · 2019 · 218 citations · Full text

Natural Resources, Computer Science, Forestry +17

Individual tree detection and species classification of Amazonian palms using UAV images and deep learning

Matheus Pinheiro Ferreira, Matheus Pinheiro Ferreira, Danilo Roberti Alves de Almeida et al. · Forest Ecology and Management · 2020 · 200 citations · Full text

Natural Resources, Botany, Forestry +17

Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data

Matheus Pinheiro Ferreira, Maciel Zortea, Daniel Capella Zanotta et al. · Remote Sensing of Environment · 2016 · 190 citations

Natural Resources, Ecology, Forestry +16

Tree species classification in tropical forests using visible to shortwave infrared WorldView-3 images and texture analysis

Matheus Pinheiro Ferreira, Fabien Wagner, Luiz E. O. C. Aragão et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 176 citations

Natural Resources, Ecology, Forestry +17

Monitoring restored tropical forest diversity and structure through UAV-borne hyperspectral and lidar fusion

Danilo Roberti Alves de Almeida, Eben N. Broadbent, Matheus Pinheiro Ferreira et al. · Remote Sensing of Environment · 2021 · 172 citations · Full text

Natural Resources, Ecology, Forestry +14