198 citations · 421 across the 9 of their papers we have counts for
9 papers
Super Resolution of Arctic Sea Ice Concentration
Jun Zhai, Cecilia M. Bitz
Arctic sea ice concentration is often coarsely observed and numerically computed despite its importance for polar climate system. In this work we present three machine-learning met…
A machine learning model of Arctic sea ice motions
Jun Zhai, Cecilia M. Bitz
Sea ice motions play an important role in the polar climate system by transporting pollutants, heat, water and salt as well as changing the ice cover. Numerous physics-based models…
Energy Budgets for Terrestrial Extrasolar Planets
Aomawa L. Shields, Cecilia M. Bitz, Igor Palubski
The pathways through which incoming energy is distributed between the surface and atmosphere has been analyzed for the Earth. However, the effect of the spectral energy distributio…
Probabilistic Forecasting of the Arctic Sea Ice Edge with Contour Modeling
Hannah M. Director, Adrian E. Raftery, Cecilia M. Bitz
Sea ice, or frozen ocean water, freezes and melts every year in the Arctic. Forecasts of where sea ice will be located weeks to months in advance have become more important as the…
VPLanet: The Virtual Planet Simulator
Rory Barnes, Rodrigo Luger, Russell Deitrick +14
We describe a software package called VPLanet that simulates fundamental aspects of planetary system evolution over Gyr timescales, with a focus on investigating habitable worlds.…
Exo-Milankovitch Cycles II: Climates of G-dwarf Planets in Dynamically Hot Systems
Russell Deitrick, Rory Barnes, Cecilia Bitz +6
Using an energy balance model with ice sheets, we examine the climate response of an Earth-like planet orbiting a G dwarf star and experiencing large orbital and obliquity variatio…