Researcher Profile

Elizabeth A. Barnes

🏛 Department of Atmospheric Science Colorado State University Fort Collins CO USA

0000-0003-4284-9320

Publications

1,293

Citations

Co-Authors

Active Years

Publications

Open Access Journal Article Journal of Geophysical Research: Atmospheres Mar 11, 2026

Distinguishing Between the Short‐Term Climate Responses to Different Stratospheric Aerosol Injection Latitudes With Explainable Artificial Intelligence

Cameron Dong · Charlotte Connolly · Elizabeth A. Barnes

10.1029/2025jd045560

Journal Article Artificial Intelligence for the Earth Systems Oct 01, 2025

Application of an Interpretable Prototypical-Part Network to Subseasonal to Seasonal Climate Prediction over North America

Nicolas J. Gordillo · Elizabeth A. Barnes

10.1175/aies-d-24-0021.1

Journal Article Weather and Forecasting Dec 01, 2024

Errors of Opportunity: Using Neural Networks to Predict Errors in the Global Ensemble Forecast System (GEFS) on S2S Time Scales

Jack Cahill · Elizabeth A. Barnes · Eric D. Maloney · Stephan R. Sain +2 more

10.1175/waf-d-23-0125.1 1 citations

Journal Article Nature Machine Intelligence Aug 17, 2021

Towards neural Earth system modelling by integrating artificial intelligence in Earth system science

Christopher Irrgang · Niklas Boers · Maike Sonnewald · Elizabeth A. Barnes +3 more

10.1038/s42256-021-00374-3 201 citations

Open Access Journal Article Journal of Advances in Modeling Earth Systems Sep 01, 2020

Indicator Patterns of Forced Change Learned by an Artificial Neural Network

Elizabeth A. Barnes · Benjamin Toms · James W. Hurrell · Imme Ebert‐Uphoff +2 more

10.1029/2020ms002195 61 citations

Journal Article Journal of Geophysical Research: Atmospheres Apr 01, 2019

Quantifying Regional Sensitivities to Periodic Events: Application to the MJO

A. M. Jenney · D. A. Randall · Elizabeth A. Barnes

10.1029/2018jd029457 15 citations

Journal Article Journal of Climate Mar 27, 2018

Memory Matters: A Case for Granger Causality in Climate Variability Studies

Marie C. McGraw · Elizabeth A. Barnes

10.1175/jcli-d-17-0334.1 100 citations

Journal Article Nature Geoscience Aug 29, 2016

Storm track processes and the opposing influences of climate change

T. A. Shaw · M. Baldwin · Elizabeth A. Barnes · R. Caballero +7 more

10.1038/ngeo2783 428 citations

Journal Article Climate Dynamics Jul 31, 2014

Contrasting interannual and multidecadal NAO variability

T. Woollings · C. Franzke · D. L. R. Hodson · B. Dong +3 more

10.1007/s00382-014-2237-y 121 citations

Journal Article Journal of Climate Sep 09, 2013

Response of the Midlatitude Jets, and of Their Variability, to Increased Greenhouse Gases in the CMIP5 Models

Elizabeth A. Barnes · Lorenzo Polvani

10.1175/jcli-d-12-00536.1 366 citations

Publication Timeline

2026

2025

2024

2021

2020

2019

2018

2016

2014

2013

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