| 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 | 143 | 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 | 116 | 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 | 111 | 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 | 58 | 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 | 48 | 2022 |
| 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 | 33 | 2021 |
| 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 | 27 | 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 | 24 | 2020 |
| 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 | 23* | 2017 |
| 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 | 12 | 2022 |
| Infrações ambientais constatadas pela polícia ambiental no litoral centro-norte de Santa Catarina C Sothe, LC Goetten Floresta e Ambiente 24, e20150175, 2017 | 11 | 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 | 10 | 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 | 8 | 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 | 6 | 2021 |
| 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, ... | 6 | 2020 |
| 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 | 3 | 2023 |
| 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 | 3 | 2018 |
| MASS MOVEMENT SCARS MAPPING USING CHANGE DETECTION TECHNIQUES J Gerente, MA Jessie Santos Pletsch, C Sothe, CN Francisco Revista Brasileira de Geomorfologia 18 (4), 801-812, 2017 | 3* | 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 | 3 | 2017 |
| 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 | 2 | 2021 |
Cláudia Maria de AlmeidaNational Institute for Space Research - INPEE-mail confirmado em dsr.inpe.br
