Carla Luciane Lima

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 · 166 citations · Full text

Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data

Camile Söthe, Michele Dalponte, Cláudia Maria de Almeida et al. · Remote Sensing · 2019 · 125 citations · Full text

Precision Agriculture, Tree Species Classification, Engineering +18

Fragmentation as a key driver of tree community dynamics in mixed subtropical evergreen forests in Southern Brazil

Aline Gross, Ana Carolina da Silva, Aline Pereira Cruz et al. · Forest Ecology and Management · 2018 · 32 citations · Full text

Biodiversity, Engineering, Forest Conservation +7

EVALUATING A CONVOLUTIONAL NEURAL NETWORK FOR FEATURE EXTRACTION AND TREE SPECIES CLASSIFICATION USING UAV-HYPERSPECTRAL IMAGES

Camile Söthe, Laura Elena Cué La Rosa, Cláudia Maria de Almeida et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2020 · 20 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

What explains the variation on the regenerative component dynamics of Araucaria Forests in southern Brazil?

Manoela Bez Vefago, Ana Carolina da Silva, Tarik Cuchi et al. · Scientia Agricola · 2019 · 16 citations · Full text