DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection S Belda, L Pipia, P Morcillo-Pallarés, JP Rivera-Caicedo, E Amin, ... Environmental Modelling & Software 127, 104666, 2020 | 82 | 2020 |
Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data J Estévez, J Vicent, JP Rivera-Caicedo, P Morcillo-Pallarés, F Vuolo, ... ISPRS Journal of Photogrammetry and Remote Sensing 167, 289-304, 2020 | 72 | 2020 |
Quantifying vegetation biophysical variables from the Sentinel-3/FLEX tandem mission: Evaluation of the synergy of OLCI and FLORIS data sources C De Grave, J Verrelst, P Morcillo-Pallarés, L Pipia, JP Rivera-Caicedo, ... Remote Sensing of Environment 251, 112101, 2020 | 62 | 2020 |
Global sensitivity analysis of leaf-canopy-atmosphere RTMs: Implications for biophysical variables retrieval from top-of-atmosphere radiance data J Verrelst, J Vicent, JP Rivera-Caicedo, M Lumbierres, P Morcillo-Pallarés, ... Remote sensing 11 (16), 1923, 2019 | 59 | 2019 |
Quantifying the robustness of vegetation indices through global sensitivity analysis of homogeneous and forest leaf-canopy radiative transfer models P Morcillo-Pallarés, JP Rivera-Caicedo, S Belda, C De Grave, H Burriel, ... Remote Sensing 11 (20), 2418, 2019 | 57 | 2019 |
Optimizing gaussian process regression for image time series gap-filling and crop monitoring S Belda, L Pipia, P Morcillo-Pallarés, J Verrelst Agronomy 10 (5), 618, 2020 | 33 | 2020 |
Retrieving and validating leaf and canopy chlorophyll content at moderate resolution: A multiscale analysis with the sentinel-3 OLCI sensor C De Grave, L Pipia, B Siegmann, P Morcillo-Pallarés, JP Rivera-Caicedo, ... Remote sensing 13 (8), 1419, 2021 | 17 | 2021 |
Approximating empirical surface reflectance data through emulation: opportunities for synthetic scene generation J Verrelst, JP Rivera Caicedo, J Vicent, P Morcillo Pallarés, J Moreno Remote Sensing 11 (2), 157, 2019 | 14 | 2019 |
Emulation of sun-induced fluorescence from radiance data recorded by the hyplant airborne imaging spectrometer M Morata, B Siegmann, P Morcillo-Pallarés, JP Rivera-Caicedo, J Verrelst Remote sensing 13 (21), 4368, 2021 | 10 | 2021 |
Gaussian Process Regression hyperparameter optimization for image time series gap-filling of Earth observation data and crop monitoring S Belda, M Salinero, E Amin, L Pipia, P Morcillo-Pallarés, J Verrelst EGU General Assembly Conference Abstracts, EGU21-14322, 2021 | | 2021 |