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physics.ao-ph2026
Earth's Infrared Background: A Physics-Based Null Hypothesis for the Global-Scale Subannual Variability of Outgoing Longwave Radiation
Ofer Shamir, Edwin P. Gerber
Much of the Outgoing Longwave Radiation (OLR) emitted to space can be described as a noisy "background" of random variability. A rigorous characterization of this background provid…
physics.ao-ph2024
Overcoming set imbalance in data driven parameterization: A case study of gravity wave momentum transport
L. Minah Yang, Edwin P. Gerber
Machine learning for the parameterization of subgrid-scale processes in climate models has been widely researched and adopted in a few models. A key challenge in developing data-dr…