Colin Zarzycki's research is centered around simulating extreme atmospheric phenomena and bridging the gap between weather and climate. In particular, he is focused on cutting-edge, high-resolution modeling techniques. This allows for multiple research directions, including regional weather and climate prediction on timescales ranging from days to decades, the development of dynamical cores and sub-grid physical parameterizations, and software engineering on petascale computing systems. Zarzycki uses these techniques to investigate tropical cyclone dynamics in global climate models and to improve the community's capability to objectively detect weather extremes in "big (climate) data."
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Recent Publications
The Effect of Coupling Between CLUBB Turbulence Scheme and Surface Momentum Flux on Global Wind Simulations
Gentile, E. S., Zhao, M., Larson, V. E., Zarzycki, C. & Tan, Z., May 2024, In: Journal of Advances in Modeling Earth Systems. 16, 5, e2024MS004295.Research output: Contribution to journal › Article › peer-review
Using EUREC4A/ATOMIC field campaign data to improve trade wind regimes in the Community Atmosphere Model
Graap, S. & Zarzycki, C. M., Feb 23 2024, In: Geoscientific Model Development. 17, 4, p. 1627-1650 24 p.Research output: Contribution to journal › Article › peer-review
LSTM-Based Data Integration to Improve Snow Water Equivalent Prediction and Diagnose Error Sources
Song, Y., Tsai, W. P., Gluck, J., Rhoades, A., Zarzycki, C., McCrary, R., Lawson, K. & Shen, C., Jan 2024, In: Journal of Hydrometeorology. 25, 1, p. 223-237 15 p.Research output: Contribution to journal › Article › peer-review
DCMIP2016: The tropical cyclone test case
Willson, J. L., Reed, K. A., Jablonowski, C., Kent, J., Lauritzen, P. H., Nair, R., Taylor, M. A., Ullrich, P. A., Zarzycki, C. M., Hall, D. M., Dazlich, D., Heikes, R., Konor, C., Randall, D., Dubos, T., Meurdesoif, Y., Chen, X., Harris, L., Kühnlein, C. & Lee, V. & 7 others, , Apr 3 2024, In: Geoscientific Model Development. 17, 7, p. 2493-2507 15 p.Research output: Contribution to journal › Article › peer-review
Connecting Large-Scale Meteorological Patterns to Extratropical Cyclones in CMIP6 Climate Models Using Self-Organizing Maps
Gore, M. J., Zarzycki, C. M. & Gervais, M. M., Aug 2023, In: Earth's Future. 11, 8, e2022EF003211.Research output: Contribution to journal › Article › peer-review
The June 2012 North American Derecho: A Testbed for Evaluating Regional and Global Climate Modeling Systems at Cloud-Resolving Scales
Liu, W., Ullrich, P. A., Li, J., Zarzycki, C., Caldwell, P. M., Leung, L. R. & Qian, Y., Apr 2023, In: Journal of Advances in Modeling Earth Systems. 15, 4, e2022MS003358.Research output: Contribution to journal › Article › peer-review
Recreating the California New Year's Flood Event of 1997 in a Regionally Refined Earth System Model
Rhoades, A. M., Zarzycki, C. M., Inda-Diaz, H. A., Ombadi, M., Pasquier, U., Srivastava, A., Hatchett, B. J., Dennis, E., Heggli, A., McCrary, R., McGinnis, S., Rahimi-Esfarjani, S., Slinskey, E., Ullrich, P. A., Wehner, M. & Jones, A. D., Oct 2023, In: Journal of Advances in Modeling Earth Systems. 15, 10, e2023MS003793.Research output: Contribution to journal › Article › peer-review
Technical descriptions of the experimental dynamical downscaling simulations over North America by the CAM-MPAS variable-resolution model
Sakaguchi, K., Leung, L. R., Zarzycki, C. M., Jang, J., Mcginnis, S., Harrop, B. E., Skamarock, W. C., Gettelman, A., Zhao, C., Gutowski, W. J., Leak, S. & Mearns, L., Jun 1 2023, In: Geoscientific Model Development. 16, 10, p. 3029-3081 53 p.Research output: Contribution to journal › Article › peer-review
Future Atmospheric Rivers and Impacts on Precipitation: Overview of the ARTMIP Tier 2 High-Resolution Global Warming Experiment
Shields, C. A., Payne, A. E., Shearer, E. J., Wehner, M. F., O’Brien, T. A., Rutz, J. J., Leung, L. R., Ralph, F. M., Marquardt Collow, A. B., Ullrich, P. A., Dong, Q., Gershunov, A., Griffith, H., Guan, B., Lora, J. M., Lu, M., McClenny, E., Nardi, K. M., Pan, M. & Qian, Y. & 6 others, , Mar 28 2023, In: Geophysical Research Letters. 50, 6, e2022GL102091.Research output: Contribution to journal › Article › peer-review
Projecting climate change in South America using variable-resolution Community Earth System Model: An application to Chile
Bambach, N. E., Rhoades, A. M., Hatchett, B. J., Jones, A. D., Ullrich, P. A. & Zarzycki, C. M., Mar 30 2022, In: International Journal of Climatology. 42, 4, p. 2514-2542 29 p.Research output: Contribution to journal › Article › peer-review
Quantifying Heavy Precipitation throughout the Entire Tropical Cyclone Life Cycle
Bower, E., Reed, K. A., Ullrich, P. A., Zarzycki, C. M. & Pendergrass, A. G., 2022, In: Journal of Hydrometeorology. 23, 10, p. 1645-1662 18 p.Research output: Contribution to journal › Article › peer-review
Effect of the Grell-Freitas Deep Convection Scheme in Quasi-Uniform and Variable-Resolution Aquaplanet CAM Simulations
Jang, J., Skamarock, W. C., Park, S. H., Zarzycki, C. M., Sakaguchi, K. & Leung, L. R., Jun 2022, In: Journal of Advances in Modeling Earth Systems. 14, 6, e2020MS002459.Research output: Contribution to journal › Article › peer-review
Do Nudging Tendencies Depend on the Nudging Timescale Chosen in Atmospheric Models?
Kruse, C. G., Bacmeister, J. T., Zarzycki, C. M., Larson, V. E. & Thayer-Calder, K., Oct 2022, In: Journal of Advances in Modeling Earth Systems. 14, 10, e2022MS003024.Research output: Contribution to journal › Article › peer-review
Assessing the Sensitivity of the Tropical Cyclone Boundary Layer to the Parameterization of Momentum Flux in the Community Earth System Model
Nardi, K. M., Zarzycki, C. M., Larson, V. E. & Bryan, G. H., Apr 2022, In: Monthly Weather Review. 150, 4, p. 883-906 24 p.Research output: Contribution to journal › Article › peer-review
Increases in Future AR Count and Size: Overview of the ARTMIP Tier 2 CMIP5/6 Experiment
O’Brien, T. A., Wehner, M. F., Payne, A. E., Shields, C. A., Rutz, J. J., Leung, L. R., Ralph, F. M., Collow, A., Gorodetskaya, I., Guan, B., Lora, J. M., McClenny, E., Nardi, K. M., Ramos, A. M., Tomé, R., Sarangi, C., Shearer, E. J., Ullrich, P. A., Zarzycki, C. & Loring, B. & 4 others, , Mar 27 2022, In: Journal of Geophysical Research: Atmospheres. 127, 6, e2021JD036013.Research output: Contribution to journal › Article › peer-review