Soil moisture estimation synergy using GNSS-R and L-Band microwave radiometry data from FSSCat/FMPL-2 JF Munoz-Martin, D Llaveria, C Herbert, M Pablos, H Park, A Camps Remote Sensing 13 (5), 994, 2021 | 32 | 2021 |
Sea ice concentration and sea ice extent mapping with L-band microwave radiometry and GNSS-R data from the FFSCat mission using neural networks D Llaveria, JF Munoz-Martin, C Herbert, M Pablos, H Park, A Camps Remote Sensing 13 (6), 1139, 2021 | 23 | 2021 |
FSSCat mission description and first scientific results of the FMPL-2 onboard 3CAT-5/A A Camps, JF Muñoz-Martín, JA Ruíz-de-Azúa, L Fernández, ... 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 1291 …, 2021 | 22 | 2021 |
FSSCat: The Federated Satellite Systems 3Cat Mission: Demonstrating the capabilities of CubeSats to monitor essential climate variables of the water cycle … A Camps, JF Munoz-Martin, JA Ruiz-de-Azua, L Fernandez, ... IEEE Geoscience and Remote Sensing Magazine 10 (4), 260-269, 2022 | 18 | 2022 |
Sea ice thickness estimation based on regression neural networks using L-band microwave radiometry data from the FSSCat mission C Herbert, JF Munoz-Martin, D Llaveria, M Pablos, A Camps Remote Sensing 13 (7), 1366, 2021 | 18 | 2021 |
Analyzing spatio-temporal factors to estimate the response time between smos and in-situ soil moisture at different depths C Herbert, M Pablos, M Vall-Llossera, A Camps, J Martínez-Fernández Remote Sensing 12 (16), 2614, 2020 | 8 | 2020 |
Bayesian unsupervised machine learning approach to segment Arctic sea ice using SMOS data C Herbert, A Camps, F Wellmann, M Vall‐llossera Geophysical Research Letters 48 (6), e2020GL091285, 2021 | 6 | 2021 |
Influence of quality filtering approaches in bec smos l3 soil moisture products M Pablos, M Vall-llossera, M Piles, A Camps, C González-Haro, A Turiel, ... IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 4 | 2019 |
Extracting heterogeneity of subsoil from geophysical measurements using unsupervised learning algorithms. C Herbert, F Wellmann, H Wang, C Hebel Geophysical Research Abstracts 21, 2019 | 2 | 2019 |
Soil Moisture Retrieval Using the FMPL-2/FSSCat GNSS-R and Microwave Radiometry Data JF Muñoz-Martín, D Llavería, C Herbert, M Pablos, A Camps 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 7638 …, 2021 | 1 | 2021 |
Sea Ice Concentration and Sea Ice Extent Mapping with the Fsscat Mission: A Neural Network Approach D Llaveria, JF Munoz-Martin, C Herbert, M Pablos, A Camps, H Park 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 7823 …, 2021 | 1 | 2021 |
Coupled land-atmosphere data assimilation developments in support of the next generation of Earth system reanalyses and seasonal prediction systems: The CopERnIcus Climate … P de Rosnay, F Aires, J Bojarova, A Brookshaw, JC Calvet, C Cardinali, ... EMS2024, 2024 | | 2024 |
Exploring outer-loop land-atmosphere coupling C Herbert, P Weston, P de Rosnay, D Fairbairn, E Pinnington EMS2024, 2024 | | 2024 |
Towards unified land data assimilation at ECMWF: Soil and snow temperature analysis in the Simplified Extended Kalman Filter C Herbert, P de Rosnay, P Weston, D Fairbairn EMS2024, 2024 | | 2024 |
Enhanced coupled land-atmosphere data assimilation for reanalysis P Weston, P de Rosnay, C Herbert, E Pinnington EGU24, 2024 | | 2024 |
Towards Ensemble Land Data Assimilation at ECMWF EM Pinnington, P de Rosnay, P Weston, D Fairbairn, C Herbert, E Holm, ... 104th AMS Annual Meeting, 2024 | | 2024 |
Coupled data assimilation for numerical weather prediction at ECMWF P de Rosnay, E de Boisséson, D Fairbairn, S Garrigues, C Herbert, K Ochi, ... EGU General Assembly Conference Abstracts, EGU-16806, 2023 | | 2023 |
Advanced methods for earth observation data synergy for geophysical parameter retrieval CJ Herbert Universitat Politècnica de Catalunya, 2022 | | 2022 |
Probabilistic Inference Method to Discriminate Closed Water from Sea Ice Using SENTINEL-1 Sar Signatures C Herbert, A Camps, M Vall-Llossera 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 5546 …, 2021 | | 2021 |
Sea Ice Thickness Retrieval based on Predictive Regression Neural Networks using L-band Microwave Radiometry Data from the FSSCat mission C Herbert, J Francisc Munoz-Martin, D LLaveria, M Pablos, A Camps EGU General Assembly Conference Abstracts, EGU21-12946, 2021 | | 2021 |