Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data

1 code implementation • 11 Feb 2021 • Nuno Cesar de Sa, Mitra Baratchi, Leon T. Hauser, Peter van Bodegom

We focused on synthetic Sentinel-2 (S2) data generated using the PROSAIL RTM and four commonly applied ML algorithms: Gaussian Processes (GPR), Random Forests (RFR), and Artificial Neural Networks (ANN) and Multi-task Neural Networks (MTN).

GPR Retrieval