PASQUARIELLO, PAMELA
PASQUARIELLO, PAMELA
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
Assessment of air quality with TROPOMI during COVID-19 pandemic: NO2 over the Po valley
2021-01-01 Masiello, Guido; Cersosimo, Angela; Falabella, Francesco; Mastro, Pietro; Pasquariello, Pamela; Serio, Carmine; Venafra, Sara
Cloud detection from IASI hyperspectral data: a statistical approach based on neural networks
2020-01-01 Mastro, Pietro; Pasquariello, Pamela; Masiello, Guido; Serio, Carmine
Comparison of the IASI water deficit index and other vegetation indices: the case study of the intense 2022 drought over the Po Valley
2023-01-01 Della Rocca, Fabio; De Feis, Italia; Masiello, Guido; Pasquariello, Pamela; Serio, Carmine
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
Emissivity Based Indices for Drought and Forest Fire
2021-01-01 Masiello, Guido; Serio, Carmine; Venafra, Sara; Cersosimo, Angela; Mastro, Pietro; Falabella, Francesco; Pasquariello, Pamela
Emissivity-based vegetation indices to monitor deforestation and forest degradation in the Congo basin rainforest
2020-01-01 Masiello, Guido; Cersosimo, Angela; Mastro, Pietro; Serio, Carmine; Venafra, Sara; Pasquariello, Pamela
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
Exploiting the IASI profiling capability for surface parameters, atmospheric temperature, and water vapour to design emissivity contrast and water deficit indexes to monitor forests' response to droughts and heatwaves
2022-01-01 Serio, C.; Masiello, G.; Pasquariello, P.; Defeis, I.; Mastro, P.; Falabella, F.; Cersosimo, A.; Venafra, S.; Pepe, A.
INNOVATIVE INDICES FOR WATER STRESS DETECTION FROM HYPERSPECTRAL INFRARED OBERVATIONS
2024-02-26 Pasquariello, Pamela
Innovative remote-sensed thermodynamical indices to identify vegetation stress and surface dryness: application to southern Italy over the last decade
2023-01-01 Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; Mastro, Pietro; Liuzzi, Giuliano; Della Rocca, Fabio; De Feis, Italia
Machine learning techniques for spatial interpolation of the IASI water deficit index
2024-01-01 Della Rocca, Fabio; De Feis, Italia; Masiello, Guido; Pasquariello, Pamela; Serio, Carmine
Machine Learning to Retrieve Gap-Free Land Surface Temperature from Infrared Atmospheric Sounding Interferometer Observations
2025-01-01 Della Rocca, Fabio; Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; De Feis, Italia
Methane profiling retrieval from IASI: a deep learning inversion approach based on feed-forward neural networks
2022-01-01 Masiello, G.; Mastro, P.; Serio, C.; Falabella, F.; Pasquariello, P.
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
Physical retrieval of sea surface temperature with SEVIRI infrared measurements: Application to the Mediterranean in the period 2013-2019
2024-01-01 Masiello, Guido; Serio, Carmine; Venafra, Sara; Cersosimo, Angela; Falabella, Francesco; Mastro, Pietro; Pasquariello, Pamela; Pepe, Antonio
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.
| 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 | |
| Assessment of air quality with TROPOMI during COVID-19 pandemic: NO2 over the Po valley | 1-gen-2021 | Masiello, Guido; Cersosimo, Angela; Falabella, Francesco; Mastro, Pietro; Pasquariello, Pamela; Serio, Carmine; Venafra, Sara | |
| Cloud detection from IASI hyperspectral data: a statistical approach based on neural networks | 1-gen-2020 | Mastro, Pietro; Pasquariello, Pamela; Masiello, Guido; Serio, Carmine | |
| Comparison of the IASI water deficit index and other vegetation indices: the case study of the intense 2022 drought over the Po Valley | 1-gen-2023 | Della Rocca, Fabio; De Feis, Italia; Masiello, Guido; Pasquariello, Pamela; Serio, Carmine | |
| 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 | |
| Emissivity Based Indices for Drought and Forest Fire | 1-gen-2021 | Masiello, Guido; Serio, Carmine; Venafra, Sara; Cersosimo, Angela; Mastro, Pietro; Falabella, Francesco; Pasquariello, Pamela | |
| Emissivity-based vegetation indices to monitor deforestation and forest degradation in the Congo basin rainforest | 1-gen-2020 | Masiello, Guido; Cersosimo, Angela; Mastro, Pietro; Serio, Carmine; Venafra, Sara; Pasquariello, Pamela | |
| 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 | |
| Exploiting the IASI profiling capability for surface parameters, atmospheric temperature, and water vapour to design emissivity contrast and water deficit indexes to monitor forests' response to droughts and heatwaves | 1-gen-2022 | Serio, C.; Masiello, G.; Pasquariello, P.; Defeis, I.; Mastro, P.; Falabella, F.; Cersosimo, A.; Venafra, S.; Pepe, A. | |
| INNOVATIVE INDICES FOR WATER STRESS DETECTION FROM HYPERSPECTRAL INFRARED OBERVATIONS | 26-feb-2024 | Pasquariello, Pamela | |
| Innovative remote-sensed thermodynamical indices to identify vegetation stress and surface dryness: application to southern Italy over the last decade | 1-gen-2023 | Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; Mastro, Pietro; Liuzzi, Giuliano; Della Rocca, Fabio; De Feis, Italia | |
| Machine learning techniques for spatial interpolation of the IASI water deficit index | 1-gen-2024 | Della Rocca, Fabio; De Feis, Italia; Masiello, Guido; Pasquariello, Pamela; Serio, Carmine | |
| Machine Learning to Retrieve Gap-Free Land Surface Temperature from Infrared Atmospheric Sounding Interferometer Observations | 1-gen-2025 | Della Rocca, Fabio; Pasquariello, Pamela; Masiello, Guido; Serio, Carmine; De Feis, Italia | |
| Methane profiling retrieval from IASI: a deep learning inversion approach based on feed-forward neural networks | 1-gen-2022 | Masiello, G.; Mastro, P.; Serio, C.; Falabella, F.; Pasquariello, P. | |
| 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 | |
| Physical retrieval of sea surface temperature with SEVIRI infrared measurements: Application to the Mediterranean in the period 2013-2019 | 1-gen-2024 | Masiello, Guido; Serio, Carmine; Venafra, Sara; Cersosimo, Angela; Falabella, Francesco; Mastro, Pietro; Pasquariello, Pamela; Pepe, Antonio | |
| 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. |