On the inclusion of GPS precipitable water vapour in the nowcasting of rainfall P Benevides, J Catalao, PMA Miranda Natural Hazards and Earth System Sciences 15 (12), 2605-2616, 2015 | 187 | 2015 |
BigEarthNet-MM: A large-scale, multimodal, multilabel benchmark archive for remote sensing image classification and retrieval [software and data sets] G Sumbul, A De Wall, T Kreuziger, F Marcelino, H Costa, P Benevides, ... IEEE Geoscience and Remote Sensing Magazine 9 (3), 174-180, 2021 | 150 | 2021 |
Neural network approach to forecast hourly intense rainfall using GNSS precipitable water vapor and meteorological sensors P Benevides, J Catalao, G Nico Remote Sensing 11 (8), 966, 2019 | 84 | 2019 |
Bridging InSAR and GPS tomography: a new differential geometrical constraint P Benevides, G Nico, J Catalao, PMA Miranda IEEE Transactions on Geoscience and Remote Sensing 54 (2), 697-702, 2015 | 50 | 2015 |
Analysis of Galileo and GPS integration for GNSS tomography P Benevides, G Nico, J Catalao, PMA Miranda IEEE Transactions on geoscience and remote sensing 55 (4), 1936-1943, 2016 | 49 | 2016 |
Morphological evolution of an ephemeral tidal inlet from opening to closure: The Albufeira inlet, Portugal AB Fortunato, A Nahon, G Dodet, AR Pires, MC Freitas, N Bruneau, ... Continental Shelf Research 73, 49-63, 2014 | 48 | 2014 |
4D wet refractivity estimation in the atmosphere using GNSS tomography initialized by radiosonde and AIRS measurements: results from a 1-week intensive campaign P Benevides, J Catalao, G Nico, PMA Miranda Gps Solutions 22 (4), 91, 2018 | 38 | 2018 |
Spatially stratified and multi-stage approach for national land cover mapping based on sentinel-2 data and expert knowledge H Costa, P Benevides, FD Moreira, D Moraes, M Caetano Remote Sensing 14 (8), 1865, 2022 | 33 | 2022 |
Exploring Sentinel-2 for land cover and crop mapping in Portugal I Hernandez, P Benevides, H Costa, M Caetano The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 31 | 2020 |
BigEarthNet dataset with a new class-nomenclature for remote sensing image understanding G Sumbul, J Kang, T Kreuziger, F Marcelino, H Costa, P Benevides, ... arXiv preprint arXiv:2001.06372, 2020 | 28 | 2020 |
Mapping precipitable water vapor time series from Sentinel-1 interferometric SAR P Mateus, J Catalão, G Nico, P Benevides IEEE Transactions on Geoscience and Remote Sensing 58 (2), 1373-1379, 2019 | 26 | 2019 |
Evaluation of XGBoost and LGBM performance in tree species classification with sentinel-2 data H Łoś, GS Mendes, D Cordeiro, N Grosso, H Costa, P Benevides, ... 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 5803 …, 2021 | 21 | 2021 |
Introducing automatic satellite image processing into land cover mapping by photo-interpretation of airborne data H Costa, P Benevides, F Marcelino, M Caetano The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 19 | 2020 |
Experimental GNSS tomography study in Lisbon (Portugal) P Benevides, J Catalao, PM Miranda Física de la Tierra 26 (2014), 65-79, 2014 | 18 | 2014 |
Analysis of the relation between GPS tropospheric delay and intense precipitation P Benevides, J Catalao, P Miranda, MJ Chinita Remote Sensing of Clouds and the Atmosphere XVIII; and Optics in Atmospheric …, 2013 | 18 | 2013 |
Inclusion of high resolution MODIS maps on a 3D tropospheric water vapor GPS tomography model P Benevides, J Catalao, G Nico, PMA Miranda Remote Sensing of Clouds and the Atmosphere XX 9640, 187-199, 2015 | 17 | 2015 |
Merging SAR interferometry and GPS tomography for high-resolution mapping of 3D tropospheric water vapour P Benevides, G Nico, J Catalao, P Miranda 2015 IEEE international geoscience and remote sensing symposium (IGARSS …, 2015 | 16 | 2015 |
Influence of sample size in land cover classification accuracy using random forest and sentinel-2 data in Portugal D Moraes, P Benevides, H Costa, FD Moreira, M Caetano 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 4232 …, 2021 | 11 | 2021 |
Bigearthnet deep learning models with a new class-nomenclature for remote sensing image understanding G Sumbul, J Kang, T Kreuziger, F Marcelino, H Costa, P Benevides, ... arXiv preprint arXiv:2001.06372, 2020 | 9 | 2020 |
Can Galileo increase the accuracy and spatial resolution of the 3D tropospheric water vapour reconstruction by GPS tomography? P Benevides, G Nico, J Catalao, P Miranda 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015 | 7 | 2015 |