Expanding Grids for Efficient Cloud Dynamics Simulations Across Scales Journal Article uri icon

Overview

abstract

  • Abstract; With large eddy simulations (LES) and/or cloud-resolving models (CRMs), it is now possible to simultaneously simulate shallow and deep convection. However, using traditional methods, the computational expense is typically very large, due to the small grid spacings needed to resolve shallow clouds. Here, the main purpose is to present a method that is computationally less expensive by a factor of roughly 10 to 50. Unlike traditional grid stretching of only the vertical z grid spacing, the present method involves expansion of the grid spacing in all coordinate directions (x,y,z) and time t. A ˝ne grid spacing of O(10)-O(100) m can be used near the surface to resolve boundary layer turbulence, and the grid spacing expands to be O(1000) m at higher altitudes, which reduces computational cost while still resolving deep convection. Example simulations are conducted with a simpli˝ed LES/CRM in 2D to verify the theoretical cost savings.

publication date

  • January 1, 2020

has restriction

  • hybrid

Date in CU Experts

  • May 19, 2024 7:48 AM

Full Author List

  • Marsico DH; Stechmann SN

author count

  • 2

Other Profiles

Electronic International Standard Serial Number (EISSN)

  • 2353-6438

Additional Document Info

start page

  • 38

end page

  • 49

volume

  • 6

issue

  • 1