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physics.ao-ph2024
A physics-aware data-driven surrogate approach for fast atmospheric radiative transfer inversion
Cristina Sgattoni, Luca Sgheri, Matthias Chung
FORUM (Far-infrared Outgoing Radiation Understanding and Monitoring) was selected in 2019 as the ninth Earth Explorer mission by the European Space Agency (ESA). Its primary object…
stat.AP2024
Determination of emissivity profiles using a Bayesian data-driven approach
Luca Sgheri, Cristina Sgattoni, Chiara Zugarini
In this paper, we explore the determination of a spectral emissivity profile that closely matches real data, intended for use as an initial guess and/or a-priori information in a r…