April 6, 2021
Journal Article

The ongoing need for high-resolution regional climate models: Process understanding and stakeholder information

Abstract

Regional climate modeling addresses our need to understand and simulate climatic processes and phenomena unresolved in global models. High resolution models are generally more skillful in simulating extremes, such as heavy precipitation, strong winds, and severe storms. In addition, research has shown that fine-scale features such as mountains, coastlines, lakes, irrigation, land use, and urban heat islands can substantially influence a region’s climate and its response to changing forcings. Regional climate simulations explicitly simulating convection are now being performed, providing an opportunity to illuminate new physical behavior that previously was represented by parameterizations with large uncertainties. Regional and global models are both advancing toward higher resolution, as computational capacity increases. However, the resolution and ensemble size necessary to produce a sufficient statistical sample of these processes in global models has proven too costly for contemporary supercomputing systems. Regional climate models are thus indispensable tools that complement global models for understanding regional climate variability and change, and are critical for supporting societal responses to changing climate.

Published: April 6, 2021

Citation

Gutowski W., P. Ullrich, A. Hall, L. Leung, T.A. O'Brien, C. Patricola, and R. Arritt, et al. 2020. The ongoing need for high-resolution regional climate models: Process understanding and stakeholder information. Bulletin of the American Meteorological Society 101, no. 5:E664–E683. PNNL-SA-147322. doi:10.1175/BAMS-D-19-0113.1