Elizabeth A. Barnes is affiliated with Colorado State University in the United States. Their research primarily spans the fields of Earth and Planetary Sciences and Environmental Science, with significant contributions to subfields such as Global and Planetary Change, Atmospheric Science, Artificial Intelligence, Oceanography, and Environmental Engineering.
The main topics of their work include Climate Variability and Models, Meteorological Phenomena and Simulations, Atmospheric and Environmental Gas Dynamics, Oceanographic and Atmospheric Processes, Hydrological Forecasting Using AI, Explainable Artificial Intelligence (XAI), and Atmospheric Ozone and Climate.
Frequent coauthors collaborating with Barnes include James W. Hurrell, Eric D. Maloney, Imme Ebert-Uphoff, Noah S. Diffenbaugh, and Antonios Mamalakis. These partnerships reflect extensive cooperation in research related to atmospheric and environmental sciences.
Key publication venues where Barnes has contributed significantly are:
Selected recent papers authored or coauthored by Barnes include:
The publications indicate a focus on integrating artificial intelligence methodologies with Earth system science and environmental forecasting, exploring neural networks and machine learning models in geoscientific contexts.
T. A. Shaw;M. Baldwin;E. A. Barnes;Rodrigo Caballero
Elizabeth A Barnes;James A Screen
Elizabeth A. Barnes;Lorenzo M. Polvani
Elizabeth A. Barnes
Benjamin A. Toms;Elizabeth A. Barnes;Imme Ebert-Uphoff;Imme Ebert-Uphoff
Annarita Mariotti;Cory Baggett;Elizabeth A. Barnes;Emily Becker
Bryan D. Mundhenk;Elizabeth A. Barnes;Eric D. Maloney
Elizabeth A. Barnes;Etienne Dunn-Sigouin;Giacomo Masato;Tim Woollings
Christopher Irrgang;Niklas Boers;Niklas Boers;Niklas Boers;Maike Sonnewald;Maike Sonnewald;Maike Sonnewald;Elizabeth A. Barnes
Elizabeth A. Barnes;Lorenzo M. Polvani
David W. J. Thompson;Elizabeth A. Barnes;Clara Deser;William E. Foust
Stephanie A. Henderson;Eric D. Maloney;Elizabeth A. Barnes
Elizabeth A. Barnes;Julia Slingo;Tim Woollings
B. Dolan;B. Fuchs;S. A. Rutledge;E. A. Barnes
T. Woollings;C. Franzke;D. L. R. Hodson;B. Dong
Elizabeth A. Barnes;James W. Hurrell;Imme Ebert-Uphoff;Imme Ebert-Uphoff;Chuck Anderson
Bryan D. Mundhenk;Elizabeth A. Barnes;Eric D. Maloney;Cory F. Baggett
Chengji Liu;Elizabeth A. Barnes
Elizabeth A. Barnes;Benjamin Toms;James W. Hurrell;Imme Ebert-Uphoff;Imme Ebert-Uphoff
Cory F. Baggett;Elizabeth A. Barnes;Eric D. Maloney;Bryan D. Mundhenk
Elizabeth A. Barnes;Dennis L. Hartmann
Elizabeth A. Barnes
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