Earth & Climate Science

Earth system science through advanced computational imaging, remote sensing, and machine learning. We study the atmosphere, oceans, weather, and climate using satellite observations, physics-based inference, and data-driven methods to improve environmental understanding, monitoring, and prediction.

Neural Dynamic Modes: Computational Imaging of Dynamical Systems from Sparse Observations

arXiv 2025 SaraerToosi, Tu et al.

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.

Statistical Tomography of Microscopic Life

Proc. IEEE CVPR 2018 Levis et al.

Show older publications (2 more)

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
Jul 2025	Neural Dynamic Modes: Computational Imaging of Dynamical Systems from Sparse Observations Ali SaraerToosi, Renbo Tu, Kamyar Azizzadenesheli, Aviad Levis	SaraerToosi, Tu et al.	arXiv
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
2018	Statistical Tomography of Microscopic Life Aviad Levis, Yoav Y. Schechner, Ronen Talmon	Levis et al.	Proc. IEEE CVPR
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