Camile Sothe
Camile Sothe
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Evaluating Sentinel-2 and Landsat-8 data to map sucessional forest stages in a subtropical forest in Southern Brazil
C Sothe, CM Almeida, V Liesenberg, MB Schimalski
Remote Sensing 9 (8), 838, 2017
Tree species classification in a highly diverse subtropical forest integrating UAV-based photogrammetric point cloud and hyperspectral data
C Sothe, M Dalponte, CM Almeida, MB Schimalski, CL Lima, ...
Remote Sensing 11 (11), 1338, 2019
Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and …
C Sothe, CM De Almeida, MB Schimalski, LEC La Rosa, JDB Castro, ...
GIScience & Remote Sensing 57 (3), 369-394, 2020
Large scale mapping of soil organic carbon concentration with 3D machine learning and satellite observations
C Sothe, A Gonsamo, J Arabian, J Snider
Geoderma 405, 115402, 2022
Large soil carbon storage in terrestrial ecosystems of Canada
C Sothe, A Gonsamo, J Arabian, WA Kurz, SA Finkelstein, J Snider
Global Biogeochemical Cycles 36 (2), e2021GB007213, 2022
A comparison of machine and deep-learning algorithms applied to multisource data for a subtropical forest area classification
C Sothe, CM De Almeida, MB Schimalski, V Liesenberg, LEC La Rosa, ...
International Journal of Remote Sensing 41 (5), 1943-1969, 2020
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data
LEC La Rosa, C Sothe, RQ Feitosa, CM de Almeida, MB Schimalski, ...
ISPRS Journal of Photogrammetry and Remote Sensing 179, 35-49, 2021
Approaches for classifying successional forest stages in São Joaquim National Park using Landsat-8 and RapidEye images
C Sothe, V Liesenberg, CM de Almeida, MB Schimalski
Boletim de Ciências Geodésicas 23 (3), 389-404, 2017
Infrações ambientais constatadas pela polícia ambiental no litoral centro-norte de Santa Catarina
C Sothe, LC Goetten
Floresta e Ambiente 24, 2017
Spatially Continuous Mapping of Forest Canopy Height in Canada by Combining GEDI and ICESat-2 with PALSAR and Sentinel
C Sothe, A Gonsamo, RB Lourenço, WA Kurz, J Snider
Remote Sensing 14 (20), 5158, 2022
Fire in the Atlantic Rainforest: an analysis of 20 years of fire foci distribution and their social-ecological drivers
L de Assis Barros, BAF Mendonça, C Sothe, EI Fernandes Filho, C Elkin
Geocarto International 37 (16), 4737-4761, 2022
Evaluating a convolutional neural network for feature extraction and tree species classification using uav-hyperspectral images
C Sothe, LEC La Rosa, CM De Almeida, A Gonsamo, MB Schimalski, ...
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020
Uso de modelo aditivo generalizado para análise espacial da suscetibilidade a movimentos de massa
C Sothe, ECG Camargo, J Gerente, CD Rennó, AMV Monteiro
Revista do Departamento de Geografia 34, 68-81, 2017
Detecção da espécie exótica invasora Hovenia dulcis por meio de classificação supervisionada
CL Lima, FH de Oliveira, C Sothe, FE Alves, MB Schimalski, GO Silva, ...
Brazilian Journal of Development 7 (5), 44110-44127, 2021
Integration of Worldview-2 and Lidar Data to MAP a Subtropical Forest Area: Comparison of Machine Learning Algorithms
C Sothe, CM de Almeida, MB Schimalski, V Liesenberg
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
J Gerente, MA Jessie Santos Pletsch, C Sothe, CN Francisco
Revista Brasileira de Geomorfologia 18 (4), 801-812, 2017
Mass movements’ scars classification using data mining techniques
J Gerente, C Söthe, P Negrão, TS Körting
Anais Simpósio Brasileiro de Sensoriamento Remoto, 3553-3560, 2017
Mapping successional forest stages and tree species in subtropical areas integrating UAV-based photogrammetric point cloud and hyperspectral data: comparison of machine and …
C Sothe
Automatic tuning of segmentation parameters for tree crown delineation with VHR imagery
C Sothe, CM de Almeida, MB Schimalski, V Liesenberg, PA Diaz
Geocarto International 36 (19), 2241-2259, 2021
Análise comparativa de abordagens para classificação do estádio sucessional da vegetação de um fragmento florestal da Mata Atlântica
C Sothe, CMD Almeida, V Liesenberg, MB Schimalski
Anais Do XVIII Simpósio Brasileiro de Sensoriamento Remoto-SBSR, 1306-1313, 2017
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