Follow
Camile Sothe
Camile Sothe
Verified email at mcmaster.ca
Title
Cited by
Cited by
Year
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
1582017
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
1362020
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
1302019
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
792022
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
672022
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
452022
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
432021
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
242020
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
24*2017
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
172020
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
142022
Infrações ambientais constatadas pela polícia ambiental no litoral centro-norte de Santa Catarina
C Sothe, LC Goetten
Floresta e Ambiente 24, e20150175, 2017
122017
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, LE La Rosa, JD Castro, ...
112020
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
92017
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
62021
Climate change and human footprint increase insect defoliation across central boreal forests of Canada
M Kalamandeen, I Gulamhussein, JB Castro, C Sothe, CA Rogers, ...
Frontiers in Ecology and Evolution 11, 1293311, 2023
42023
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
42018
Satellite-based land surface temperature and soil moisture observations accurately predict soil respiration in temperate deciduous and coniferous forests
L Weiland, CA Rogers, C Sothe, MA Arain, A Gonsamo
Agricultural and Forest Meteorology 340, 109618, 2023
32023
Prioritizing ecological restoration of converted lands in Canada by spatially integrating organic carbon storage and biodiversity benefits
J Currie, W Merritt, C Liang, C Sothe, CR Beatty, N Shackelford, ...
Conservation Science and Practice 5 (6), e12924, 2023
32023
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
32021
The system can't perform the operation now. Try again later.
Articles 1–20