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physics.ao-ph2026
Application of the latent twins approach for clear sky retrieval from IASI observations
Michele Martinazzo, Cristina Sgattoni, Marco Menarini +3
In recent years, data-driven approaches emerged as alternatives to traditional physics-based retrievals, taking advantage of machine learning techniques such as learnable pseudoinv…
physics.ao-ph2025
Machine Learning for Cloud Detection in IASI Measurements: A Data-Driven SVM Approach with Physical Constraints
Chiara Zugarini, Cristina Sgattoni, Luca Sgheri
Cloud detection is fundamental for the interpretation and operational exploitation of hyperspectral infrared sounders, yet the capability of infrared radiances alone to provide rel…