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Cloud CT (Cube-sat constellation)

A novel satellite-constellation mission for 3D cloud tomography and improved climate prediction. We develop physics-aware reconstruction and differentiable models to reveal the internal structure of clouds from coordinated multi-view observations.

3D Volumetric Tomography of Clouds Using Machine Learning for Climate Analysis
Scientific Reports 2025 Ronen et al.
Retrieving 3D distributions of atmospheric particles using Atmospheric Tomography with 3D Radiative Transfer – Part 1: Model description and Jacobian calculation
Atm. Meas. Tech. 2023 Loveridge, Levis et al.
Retrieving 3D distributions of atmospheric particles using Atmospheric Tomography with 3D Radiative Transfer – Part 2: Local optimization
Atm. Meas. Tech. 2023 Loveridge, Levis et al.
Multi-View Polarimetric Scattering Cloud Tomography and Retrieval of Droplet Size
Remote Sensing 2020 Levis et al.
Multiple-Scattering Microphysics Tomography
Proc. IEEE CVPR 2017 Levis et al.
Airborne Three-Dimensional Cloud Tomography
Proc. IEEE ICCV 2015 Levis et al.
Date Title First Authors Venue
Apr 2025 3D Volumetric Tomography of Clouds Using Machine Learning for Climate Analysis
Roi Ronen, Ilan Koren, Aviad Levis, Eshkol Eytan, Vadim Holodovsky, Yoav Y. Schechner
Ronen et al. Scientific Reports
2023 Retrieving 3D distributions of atmospheric particles using Atmospheric Tomography with 3D Radiative Transfer – Part 1: Model description and Jacobian calculation
Jesse Loveridge, Aviad Levis, Larry Di Girolamo, Vadim Holodovsky, Linda Forster, Anthony B. Davis, Yoav Y. Schechner
Loveridge, Levis et al. Atm. Meas. Tech.
2023 Retrieving 3D distributions of atmospheric particles using Atmospheric Tomography with 3D Radiative Transfer – Part 2: Local optimization
Jesse Loveridge, Aviad Levis, Larry Di Girolamo, Vadim Holodovsky, Linda Forster, Anthony B. Davis, Yoav Y. Schechner
Loveridge, Levis et al. Atm. Meas. Tech.
2020 Multi-View Polarimetric Scattering Cloud Tomography and Retrieval of Droplet Size
Aviad Levis, Yoav Y. Schechner, Anthony B. Davis, Jesse Loveridge
Levis et al. Remote Sensing
2017 Multiple-Scattering Microphysics Tomography
Aviad Levis, Yoav Y. Schechner, Anthony B. Davis
Levis et al. Proc. IEEE CVPR
2015 Airborne Three-Dimensional Cloud Tomography
Aviad Levis, Yoav Y. Schechner, Amit Aides, Anthony B. Davis
Levis et al. Proc. IEEE ICCV