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eess.SP2021★ 39 cited
Deep Gaussian Processes for Biogeophysical Parameter Retrieval and Model Inversion
Daniel Heestermans Svendsen, Pablo Morales-Alvarez, Ana Belen Ruescas +2
Parameter retrieval and model inversion are key problems in remote sensing and Earth observation. Currently, different approximations exist: a direct, yet costly, inversion of radi…
physics.geo-ph2021
Retrieval of Coloured Dissolved Organic Matter with Machine Learning Methods
Ana B. Ruescas, Martin Hieronymi, Sampsa Koponen +2
The coloured dissolved organic matter (CDOM) concentration is the standard measure of humic substance in natural waters. CDOM measurements by remote sensing is calculated using the…