Explicit Modeling of Near‐Surface ABL Turbulence at Sub‐Meter Grid Spacings via One‐Way LES‐to‐LES Nesting

Abstract The feasibility of LES‐to‐LES nesting technique targeting sub‐meter grid spacings is investigated. The proposed one‐way nesting approach combines non‐uniform vertical grid refinement and a domain vertically embedded within the parent large‐eddy simulation (LES), in addition to the standard constant horizontal grid refinement. The transition and equilibration of flow solutions in sub‐meter nested LES domains are systematically analyzed for idealized forcing conditions across stability regimes, and spanning a broad range of parent/nest grid refinements in both the horizontal and vertical directions. Fine‐scale eddies emerge in the LES domains after a moderate fetch from the predominant inflow boundaries. In general, development fetches are delayed with increasing and distance from the surface, with cases where 10 exhibiting a more energetic quasi‐equilibrium state. Spatial evolution of resolved turbulence kinetic energy (TKE) and spectra reveal two mechanisms in the transition and equilibration process. An initial development of additional small scales and a slower TKE decrease associated with a reduction in the larger‐scale energy content via forward energy cascade. The specific transition mechanisms are found to be dependent on the / ratio and are impacted by atmospheric stability. The proposed scale‐separation parameter, , provides qualitative information about the required development fetch by combining the opposing effects of grid refinements and resolved turbulence levels in the parent domain. Larger values lead to an increased fetch, with 1.5 typically indicating TKE over prediction due to excessive scale separation between parent and nest and/or non‐convergence.

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Publication Details

Journal
Journal of Geophysical Research Atmospheres
Published
2025-12-22
DOI
https://doi.org/10.1029/2025jd044934
Primary Topic
Meteorological Phenomena and Simulations
Type
article
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article

Explicit Modeling of Near‐Surface ABL Turbulence at Sub‐Meter Grid Spacings via One‐Way LES‐to‐LES Nesting

Jeremy Sauer, Branko Kosović, Domingo Muñoz‐Esparza
Journal of Geophysical Research Atmospheres
Meteorological Phenomena and Simulations
article

Explicit Modeling of Near‐Surface ABL Turbulence at Sub‐Meter Grid Spacings via One‐Way LES‐to‐LES Nesting

Jeremy Sauer, Branko Kosović, Domingo Muñoz‐Esparza
article en

Abstract

Abstract The feasibility of LES‐to‐LES nesting technique targeting sub‐meter grid spacings is investigated. The proposed one‐way nesting approach combines non‐uniform vertical grid refinement and a domain vertically embedded within the parent large‐eddy simulation (LES), in addition to the standard constant horizontal grid refinement. The transition and equilibration of flow solutions in sub‐meter nested LES domains are systematically analyzed for idealized forcing conditions across stability regimes, and spanning a broad range of parent/nest grid refinements in both the horizontal and vertical directions. Fine‐scale eddies emerge in the LES domains after a moderate fetch from the predominant inflow boundaries. In general, development fetches are delayed with increasing and distance from the surface, with cases where 10 exhibiting a more energetic quasi‐equilibrium state. Spatial evolution of resolved turbulence kinetic energy (TKE) and spectra reveal two mechanisms in the transition and equilibration process. An initial development of additional small scales and a slower TKE decrease associated with a reduction in the larger‐scale energy content via forward energy cascade. The specific transition mechanisms are found to be dependent on the / ratio and are impacted by atmospheric stability. The proposed scale‐separation parameter, , provides qualitative information about the required development fetch by combining the opposing effects of grid refinements and resolved turbulence levels in the parent domain. Larger values lead to an increased fetch, with 1.5 typically indicating TKE over prediction due to excessive scale separation between parent and nest and/or non‐convergence.

Journal of Geophysical Research AtmospheresVol. 130(24)
NSF National Center for Atmospheric Research (US), Johns Hopkins University (US)
Openalex Percentile: Top 33%
Meteorological Phenomena and Simulations
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Explicit Modeling of Near‐Surface ABL Turbulence at Sub‐Meter Grid Spacings via One‐Way LES‐to‐LES Nesting — Jeremy Sauer, Branko Kosović, et al. · Journal of Geophysical Research Atmospheres (2025) | TGRS Research Map | TGRS