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Published byFlorence Beverley Norman Modified over 9 years ago
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Mesoscale Modeling with a 3D Turbulence Scheme Jocelyn Mailhot and Yufei Zhu (Claude Pelletier) Environment Canada MSC / MRB 3 rd Annual Meeting on CRTI Urban Canyon Project – Dorval QC – 22-23 August 2006
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Implementing 3D Turbulence Current 1D (vertical) turbulent diffusion scheme parametrizes effects of large eddies in PBL High-resolution models (< 1km) partly resolve large eddies Adjustments needed to avoid “double-counting” of diffusion processes Must also include XY contributions as grid resolution increases and move toward LES (quasi-isotropic 3D diffusion) Cascade to LES-type model resolution (Large-eddy simulation - i.e. 10-50m) with Smagorinsky-Lilly approach Smooth transition of diffusion intensity as function of model resolution
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Implemented in MC2 Included all XY components of the dynamic Reynolds stress tensor Added TKE gradient terms Horizontal corrections introduced in all remaining transport equations Finite difference discretization on Arakawa-C grid and Charney-Phillips vertical staggering (this has yet to be done in GEM) Modified operator splitting technique used by TKE solver Modified appropriate scale- dependent mixing length Implementing 3D Turbulence
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Ratio of H/V motion components (OKC 16:00 CDT, 40 m mesh size) Z = 1500 mZ = 2500 m >10
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Implementing 3D Turbulence … Validation step: Validation of 3D turbulence code against published LES results 3D LES-type turbulent diffusion scheme with 40-m runs. Study of impacts: Impact on structure of urban boundary layer Comparison of 1D versus 3D turbulence code with 250-m runs in Oklahoma City in July 2003 Comparison and assessment on 1-km and 250-m runs.
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Vertical heat flux: published LES results Moeng et al., J. Atmos.,Sci., 1994 30 m resolution SB1 and SB2: strong shear + moderate convection SGS (sub-grid-scale parameterization) model mostly active: - lower levels (near surface) -top of PBL (entrainment zone)
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Vertical heat flux: resolved and subgrid scales (OKC 16:00 CDT) 40 m200 m
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3D_LES_KC option 3D_MESO option Model : MC2 v4.9.8 Phy. v4.3.1 Resolution : 40 m 40 m Vertical heat flux: resolved and subgrid scales (OKC 16:00 CDT)
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3D_LES_KC option 3D_MESO option Model : MC2 v4.9.8 Phy. v4.3.1 Resolution : 40 m 40 m Vertical heat flux: resolved and subgrid scales (OKC 16:00 CDT) - “zoom” on bottom 300 m -
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3D_LES_KC option 3D_MESO option Model : MC2 v4.9.8 Phy. v4.3.1 Resolution : 40 m TKE resolved and subgrid scales (OKC 16:00 CDT) 40 m
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… Implementing 3D Turbulence Validation step: Validation of 3D turbulence code against published LES results 3D LES-type turbulent diffusion scheme with 40-m runs. Study of impacts: Impact on structure of urban boundary layer Comparison of 1D versus 3D turbulence code with 250-m runs in Oklahoma City in July 2003 Comparison and assessment on 1-km and 250-m runs.
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