Published Works
2023:
Radford, J. T., G. M. Lackmann, J. Goodwin, J. Correia, and K. Harnos, 2023: An Iterative Approach towards Development of Ensemble Visualization Techniques for High-Impact Winter Weather Hazards. Part 2: Product Evaluation. Bull. Amer. Meteor. Soc, in press.
Radford, J. T., and G. M. Lackmann, 2023: Assessing Variations in the Predictive Skill of Ensemble Snowband Forecasts with Object-Oriented Verification and Self-Organizing Maps. Wea. Forecasting, in press.
Radford, J. T., and G. M. Lackmann, 2023: Improving High-Resolution Ensemble Forecast (HREF) System Mesoscale Snowband Forecasts with Random Forests. Wea. Forecasting, in press.
Chase, R. J., D. R. Harrison, G. M. Lackmann, and A. McGovern, 2023: A Machine Learning Tutorial for Operational Meteorology. Part II: Neural Networks and Deep Learning. Wea. Forecasting, 38, 1271–1293,
Jung, C., and G.M. Lackmann, 2023: Changes in tropical cyclones undergoing extratropical transition in a warming climate: Quasi-idealized numerical experiments of North Atlantic landfalling events. Geophysical Research Letters, 50, e2022GL101963.
2022:
Model projections of increased severity of heat waves in Eastern Europe, Turnau, R., Robinson, W.A., Lackmann, G.M. and Michaelis, A.C. (2022), Geophysical Research Letters, p.e2022GL100183.
A Machine Learning Tutorial for Operational Meteorology. Part I: Traditional Machine Learning, Randy J. Chase, David R. Harrison, Amanda Burke, Gary M. Lackmann, and Amy McGovern (2022), Weather and Forecasting, 37, 1509–1529.
Illustration of an object-based approach to identify structural differences in tropical cyclone wind fields, S Zick, C Matyas, G Lackmann, J Tang, B Bennett (2022), Quarterly Journal of the Royal Meteorological Society, 148, 2587-2606.
The Evolving Role of Humans in Weather Prediction and Communication, Neil A Stuart, Gail Hartfield, David M Schultz, Katie Wilson, Gregory West, Robert Hoffman, Gary Lackmann, Harold Brooks, Paul Roebber, Teresa Bals-Elsholz, Holly Obermeier, Falko Judt, Patrick Market, Daniel Nietfeld, Bruce Telfeyan, Dan Depodwin, Jeffrey Fries, Elliot Abrams, Jerry Shields (2022), Bulletin of the American Meteorological Society, 2022
The response of tropical cyclone intensity to changes in environmental temperature, JM Done, GM Lackmann, and AF Prein (2022), Weather and Climate Dynamics, 3, 693-711.
2021:
Persistent anomaly changes in high-resolution climate simulations, Lackmann, G. M., R. L. Miller, A. C. Michaelis, and W. A. Robinson (2021), J. Climate, 34, 5425–5442.
2021: Storm-scale dynamical changes of extratropical transition events in present-day and future high-resolution global simulations, Michaelis, A. C., and G. M. Lackmann (2021), J. Climate, 34, 5037–
5062.
2021: The response of extratropical transition of tropical cyclones to climate change: Quasi-idealized numerical experiments, Jung, C., and G. M. Lackmann (2021), J. Climate, 34, 4361–4381.
2020:
A new variable-threshold persistent anomaly index: Northern Hemisphere anomalies in the ERA-Interim reanalysis, Miller, R. L., G. M. Lackmann, and W. A. Robinson (2020), Mon. Wea. Rev., 147, 43–62.