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Global climate RJH Dunn, JB Miller, KM Willett, N Gobron, M Ades, R Adler, M Alexe, ... Bulletin of the American Meteorological Society 104 (9), S11-S145, 2023 | 64* | 2023 |
A deep learning-based hybrid model of global terrestrial evaporation A Koppa, D Rains, P Hulsman, R Poyatos, DG Miralles Nature communications 13 (1), 1912, 2022 | 61 | 2022 |
Woody aboveground biomass mapping of the brazilian savanna with a multi-sensor and machine learning approach PC Bispo, P Rodríguez-Veiga, B Zimbres, S do Couto de Miranda, ... Remote Sensing 12 (17), 2685, 2020 | 36 | 2020 |
Mapping forest successional stages in the Brazilian Amazon using forest heights derived from TanDEM-X SAR interferometry PDC Bispo, M Pardini, KP Papathanassiou, F Kugler, H Balzter, D Rains, ... Remote Sensing of Environment 232, 111194, 2019 | 30 | 2019 |
High resolution satellite products improve hydrological modeling in northern Italy L Alfieri, F Avanzi, F Delogu, S Gabellani, G Bruno, L Campo, A Libertino, ... Hydrology and Earth System Sciences Discussions 2021, 1-29, 2021 | 26 | 2021 |
Are remote sensing evapotranspiration models reliable across South American ecoregions? DCD Melo, JAA Anache, VP Borges, DG Miralles, B Martens, JB Fisher, ... Water Resources Research 57 (11), e2020WR028752, 2021 | 19 | 2021 |
Sentinel-1 backscatter assimilation using support vector regression or the water cloud model at European soil moisture sites D Rains, H Lievens, GJM De Lannoy, MF McCabe, RAM de Jeu, ... IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021 | 18 | 2021 |
SMOS brightness temperature assimilation into the Community Land Model D Rains, X Han, H Lievens, C Montzka, NEC Verhoest Hydrology and earth system sciences 21 (11), 5929-5951, 2017 | 17 | 2017 |
A deep learning-based hybrid model of global terrestrial evaporation, Nat. Commun., 13, 1912 A Koppa, D Rains, P Hulsman, R Poyatos, DG Miralles | 8 | 2022 |
Assimilation of Soil Moisture and Ocean Salinity (SMOS) brightness temperature into a large-scale distributed conceptual hydrological model to improve soil moisture predictions … R Hostache, D Rains, K Mallick, M Chini, R Pelich, H Lievens, F Fenicia, ... Hydrology and Earth System Sciences 24 (10), 4793-4812, 2020 | 7 | 2020 |
A Digital Twin of the terrestrial water cycle: a glimpse into the future through high-resolution Earth observations L Brocca, S Barbetta, S Camici, L Ciabatta, J Dari, P Filippucci, C Massari, ... Frontiers in Science 1, 1190191, 2024 | 4 | 2024 |
SMOS and SMAP brightness temperature assimilation over the Murrumbidgee basin D Rains, GJM De Lannoy, H Lievens, JP Walker, NEC Verhoest IEEE Geoscience and Remote Sensing Letters 15 (11), 1652-1656, 2018 | 4 | 2018 |
Extended analysis of SMOS salinity retrieval by using support vector regression (SVR) D Rains, R Sabia, D Fernández-Prieto, M Marconcini, T Katagis 2014 IEEE Geoscience and Remote Sensing Symposium, 2265-2268, 2014 | 4 | 2014 |
High-resolution all-sky land surface temperature and net radiation over Europe D Rains, I Trigo, E Dutra, S Ermida, D Ghent, P Hulsman, J Gómez-Dans, ... Earth System Science Data Discussions 2022, 1-22, 2022 | 2 | 2022 |
Ten years of GLEAM: a review of scientific advances and applications MN Jahromi, D Miralles, A Koppa, D Rains, S Zand-Parsa, H Mosaffa, ... Computational Intelligence for Water and Environmental Sciences, 525-540, 2022 | 2 | 2022 |
GLEAM evaporation and soil moisture: current state and ongoing efforts R Martin-Gonzalez, B Martens, G De Lannoy, H Lievens, BR Pagán, ... EGU General Assembly Conference Abstracts, 14905, 2020 | 1 | 2020 |
High-resolution (1 km) all-sky net radiation over Europe enabled by the merging of land surface temperature retrievals from geostationary and polar-orbiting satellites D Rains, I Trigo, E Dutra, S Ermida, D Ghent, P Hulsman, J Gómez-Dans, ... Earth System Science Data 16 (1), 567-593, 2024 | | 2024 |
DTE Hydrology Evolution: Final Report, Deliverable D7. 1 L Brocca, S Camici, C Massari, A Tarpanelli, L Ciabatta, J Dari, ... | | 2023 |
Are remote sensing evapotranspiration models reliable across South American climates and ecosystems? DCD Melo, JAA Anache, E Wendland, VP Borges, DG Miralles, B Martens, ... Authorea Preprints, 2022 | | 2022 |