GIOSA, ROCCO
GIOSA, ROCCO
SCUOLA di INGEGNERIA
A New Physics‐Constrained Neural Network Approach to Retrieve CH4 Vertical Profiles From Hyperspectral Infrared Data
2026-01-01 Giosa, Rocco; D'Emilio, Marco; Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; Ragosta, Maria; Carbone, Francesco; Gencarelli, Christian Natale; De Feis, Italia; Fonnegra Mora, Diana Carolina; Cassini, Lorenzo; Inglese, Raffaele; Liuzzi, Giuliano
Advancements in sigma-IASI/f2n: efficient radiative transfer simulations for current and future cloud, atmosphere, and climate remote sensing infrared missions
2025-01-01 Masiello, Guido; Liuzzi, Giuliano; Maestri, Tiziano; Martinazzo, Michele; Serio, Carmine; Donat, Federico; Cassini, Lorenzo; Pasquariello, Pamela; Giosa, Rocco; D'Emilio, Marco; Proietti Pelliccia, Giorgia; Inglese, Raffaele; Venafra, Sara
Application of a physically informed neural network for the recovery of vertical greenhouse gas profiles in the Mediterranean Basin
2025-01-01 Giosa, Rocco; Zaccardo, Isabella; D'Emilio, Marco; Pasquariello, Pamela; Serio, Carmine; Ragosta, Maria; Carbone, Francesco; Gencarelli, Cristian Natale; Cassini, Lorenzo; De Feis, Italia; Della Rocca, Fabio; Martinez, Sara; Morillas, Carlos; Mona, Lucia; Liuzzi, Giuliano; Masiello, Guido
Developments of the σ-IASI/F2N radiative transfer model: a new linear-in-T approach for accurate treatment of clouds
2024-01-01 Masiello, Guido; Serio, Carmine; Liuzzi, Giuliano; Pasquariello, Pamela; Giosa, Rocco; Maestri, Tiziano; Martinazzo, Michele; Masin, Fabrizio; Cassini, Lorenzo; Donat, Federico; Proietti Pelliccia, Giorgia; Venafra, Sara; Sgheri, Luca; De Cosmo, Francesco
Estimating surface water loss using WDI and ECI: a climatological study on different land covers
2024-01-01 Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; Telesca, Vito; Liuzzi, Giuliano; D'Emilio, Marco; Giosa, Rocco; Venafra, Sara; De Feis, Italia; Della Rocca, Fabio
Estimating surface-level NO2 concentrations in the Madrid region using Sentinel-5P observations and ground-based meteorological data with machine learning approaches
2026-01-01 Morillas, C.; Giosa, R.; Alvarez, S.; Serio, C.; Masiello, G.; Liuzzi, G.; Aviles, C.; Martinez, S.
Methane source identification from hyperspectral infrared satellite observations: a physically informed neural network-based inversion approach
2025-01-01 Giosa, R.; Pasquariello, P.; D'Emilio, M.; Masiello, G.; Serio, C.; Ragosta, M.; Carbone, F.; Cassini, L.; Della Rocca, F.; Gencarelli, C. N.; De Feis, I.; Liuzzi, G.
Nitric acid retrieval in the Antarctic atmosphere with all-sky IASI spectra and comparison with AURA-MLS observations
2024-01-01 Masiello, Guido; Serio, Carmine; Liuzzi, Giuliano; Pasquariello, Pamela; Donat, Federico; Maestri, Tiziano; Martinazzo, Michele; Giosa, Rocco; Cassini, Lorenzo
Retrieval of atmospheric CH4 profiles from hyperspectral infrared satellite observations: an inversion approach based on Physically Informed Neural Network
2024-01-01 Giosa, R.; Pasquariello, P.; D'Emilio, M.; Masiello, G.; Serio, C.; Ragosta, M.; Carbone, F.; Cassini, L.; Della Rocca, F.; Gencarelli, C. N.; De Feis, I.; Liuzzi, G.
Surface NO2 Estimation in the Madrid Region from Sentinel-5P and ERA5-Land Meteorological Data Using Machine Learning Techniques
2026-01-01 Giosa, Rocco; Morillas, Carlos; Alvarez, Sergio; Serio, Carmine; Masiello, Guido; Liuzzi, Giuliano; Martinez, Sara
Viabilidad e implicaciones de la Inteligencia Artificial para la estimación de la calidad del aire en España
2026-01-01 Carlos, Morillas; Giosa, Rocco; Sergio, Álvarez; Sara, Martínez
Water Deficit Indices to Monitor Forests' Response to Droughts and Heat Waves
2024-01-01 Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; Liuzzi, Giuliano; Giosa, Rocco; D'Emilio, Marco; De Feis, Italia; Venafra, Sara
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A New Physics‐Constrained Neural Network Approach to Retrieve CH4 Vertical Profiles From Hyperspectral Infrared Data | 1-gen-2026 | Giosa, Rocco; D'Emilio, Marco; Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; Ragosta, Maria; Carbone, Francesco; Gencarelli, Christian Natale; De Feis, Italia; Fonnegra Mora, Diana Carolina; Cassini, Lorenzo; Inglese, Raffaele; Liuzzi, Giuliano | |
| Advancements in sigma-IASI/f2n: efficient radiative transfer simulations for current and future cloud, atmosphere, and climate remote sensing infrared missions | 1-gen-2025 | Masiello, Guido; Liuzzi, Giuliano; Maestri, Tiziano; Martinazzo, Michele; Serio, Carmine; Donat, Federico; Cassini, Lorenzo; Pasquariello, Pamela; Giosa, Rocco; D'Emilio, Marco; Proietti Pelliccia, Giorgia; Inglese, Raffaele; Venafra, Sara | |
| Application of a physically informed neural network for the recovery of vertical greenhouse gas profiles in the Mediterranean Basin | 1-gen-2025 | Giosa, Rocco; Zaccardo, Isabella; D'Emilio, Marco; Pasquariello, Pamela; Serio, Carmine; Ragosta, Maria; Carbone, Francesco; Gencarelli, Cristian Natale; Cassini, Lorenzo; De Feis, Italia; Della Rocca, Fabio; Martinez, Sara; Morillas, Carlos; Mona, Lucia; Liuzzi, Giuliano; Masiello, Guido | |
| Developments of the σ-IASI/F2N radiative transfer model: a new linear-in-T approach for accurate treatment of clouds | 1-gen-2024 | Masiello, Guido; Serio, Carmine; Liuzzi, Giuliano; Pasquariello, Pamela; Giosa, Rocco; Maestri, Tiziano; Martinazzo, Michele; Masin, Fabrizio; Cassini, Lorenzo; Donat, Federico; Proietti Pelliccia, Giorgia; Venafra, Sara; Sgheri, Luca; De Cosmo, Francesco | |
| Estimating surface water loss using WDI and ECI: a climatological study on different land covers | 1-gen-2024 | Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; Telesca, Vito; Liuzzi, Giuliano; D'Emilio, Marco; Giosa, Rocco; Venafra, Sara; De Feis, Italia; Della Rocca, Fabio | |
| Estimating surface-level NO2 concentrations in the Madrid region using Sentinel-5P observations and ground-based meteorological data with machine learning approaches | 1-gen-2026 | Morillas, C.; Giosa, R.; Alvarez, S.; Serio, C.; Masiello, G.; Liuzzi, G.; Aviles, C.; Martinez, S. | |
| Methane source identification from hyperspectral infrared satellite observations: a physically informed neural network-based inversion approach | 1-gen-2025 | Giosa, R.; Pasquariello, P.; D'Emilio, M.; Masiello, G.; Serio, C.; Ragosta, M.; Carbone, F.; Cassini, L.; Della Rocca, F.; Gencarelli, C. N.; De Feis, I.; Liuzzi, G. | |
| Nitric acid retrieval in the Antarctic atmosphere with all-sky IASI spectra and comparison with AURA-MLS observations | 1-gen-2024 | Masiello, Guido; Serio, Carmine; Liuzzi, Giuliano; Pasquariello, Pamela; Donat, Federico; Maestri, Tiziano; Martinazzo, Michele; Giosa, Rocco; Cassini, Lorenzo | |
| Retrieval of atmospheric CH4 profiles from hyperspectral infrared satellite observations: an inversion approach based on Physically Informed Neural Network | 1-gen-2024 | Giosa, R.; Pasquariello, P.; D'Emilio, M.; Masiello, G.; Serio, C.; Ragosta, M.; Carbone, F.; Cassini, L.; Della Rocca, F.; Gencarelli, C. N.; De Feis, I.; Liuzzi, G. | |
| Surface NO2 Estimation in the Madrid Region from Sentinel-5P and ERA5-Land Meteorological Data Using Machine Learning Techniques | 1-gen-2026 | Giosa, Rocco; Morillas, Carlos; Alvarez, Sergio; Serio, Carmine; Masiello, Guido; Liuzzi, Giuliano; Martinez, Sara | |
| Viabilidad e implicaciones de la Inteligencia Artificial para la estimación de la calidad del aire en España | 1-gen-2026 | Carlos, Morillas; Giosa, Rocco; Sergio, Álvarez; Sara, Martínez | |
| Water Deficit Indices to Monitor Forests' Response to Droughts and Heat Waves | 1-gen-2024 | Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; Liuzzi, Giuliano; Giosa, Rocco; D'Emilio, Marco; De Feis, Italia; Venafra, Sara |