510 citations · 1.3k across the 10 of their papers we have counts for
3 papers · 1 filter
Statistical Learning for End-to-End Simulations
J. Vicent, J. Verrelst, J. P. Rivera-Caicedo +4
End-to-end mission performance simulators (E2ES) are suitable tools to accelerate satellite mission development from concet to deployment. One core element of these E2ES is the gen…
Gradient-based Automatic Look-Up Table Generator for Atmospheric Radiative Transfer Models
Jorge Vicent, Luis Alonso, Luca Martino +3
Atmospheric correction of Earth Observation data is one of the most critical steps in the data processing chain of a satellite mission for successful remote sensing applications. A…
Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval
ochem Verrelst, Sara Dethier, Juan Pablo Rivera +3
Kernel-based machine learning regression algorithms (MLRAs) are potentially powerful methods for being implemented into operational biophysical variable retrieval schemes. However,…