Numerical Simulations of Supercell Storms Employing the Thin Boundary Layer Equations.

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Title: Numerical Simulations of Supercell Storms Employing the Thin Boundary Layer Equations.
Authors: Allen, Kiley Q.1 (AUTHOR), Pan, Ying1 (AUTHOR), Markowski, Paul M.1 (AUTHOR) pmarkowski@psu.edu
Source: Journal of the Atmospheric Sciences. Feb2026, Vol. 83 Issue 2, p237-253. 17p.
Subjects: Large eddy simulation models, Boundary layer equations, Vortex motion, Computer simulation, Turbulent boundary layer, Thunderstorms
Abstract: Three relatively high-resolution (75-m horizontal grid spacing), large-eddy simulation (LES) ensembles of tornadic supercell storms are used to investigate the effect of a more realistic treatment of the lower boundary condition on supercell storm simulations. These ensembles vary only in the parameterization of near-surface turbulence: one ensemble uses the semislip scheme, whereas the other two employ versions of the "thin boundary layer equations" (TBLE) approach. Each simulated storm is a long-lived supercell, with an intense mesocyclone and at least one tornado-like vortex (TLV). The primary differences observed across the ensembles are (i) the amplitude of near-surface turbulent eddies in the environmental boundary layer and (ii) the intensity of the TLVs, with both TBLE schemes resulting in stronger turbulent eddies in the environment and stronger TLVs within the simulated storms. Although substantial variations in precipitation distribution and cold pool strength are also found among the simulations, the differences in these larger-scale storm attributes from one ensemble to another are not statistically significant. Significance Statement: The assumptions implicit in the semislip boundary condition, which is the lower boundary condition most commonly used in convective storm simulations that include surface drag, are problematic. An alternative approach to modeling the effects of the lower boundary, borrowed from the engineering large-eddy simulation community, is adopted for numerical simulations of supercell storms. The approach at least avoids some of the thorny assumptions inherent in the semislip condition. Though it is not yet possible to know which storm simulations are ultimately the "best," an awareness of their sensitivities to the handling of the unresolved/underresolved flow in the near-surface layer is an important first step toward improving their realism. [ABSTRACT FROM AUTHOR]
Copyright of Journal of the Atmospheric Sciences is the property of American Meteorological Society and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Label: Title
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  Data: Numerical Simulations of Supercell Storms Employing the Thin Boundary Layer Equations.
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  Data: <searchLink fieldCode="AR" term="%22Allen%2C+Kiley+Q%2E%22">Allen, Kiley Q.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pan%2C+Ying%22">Pan, Ying</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Markowski%2C+Paul+M%2E%22">Markowski, Paul M.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> pmarkowski@psu.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+the+Atmospheric+Sciences%22">Journal of the Atmospheric Sciences</searchLink>. Feb2026, Vol. 83 Issue 2, p237-253. 17p.
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  Data: <searchLink fieldCode="DE" term="%22Large+eddy+simulation+models%22">Large eddy simulation models</searchLink><br /><searchLink fieldCode="DE" term="%22Boundary+layer+equations%22">Boundary layer equations</searchLink><br /><searchLink fieldCode="DE" term="%22Vortex+motion%22">Vortex motion</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+simulation%22">Computer simulation</searchLink><br /><searchLink fieldCode="DE" term="%22Turbulent+boundary+layer%22">Turbulent boundary layer</searchLink><br /><searchLink fieldCode="DE" term="%22Thunderstorms%22">Thunderstorms</searchLink>
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: Three relatively high-resolution (75-m horizontal grid spacing), large-eddy simulation (LES) ensembles of tornadic supercell storms are used to investigate the effect of a more realistic treatment of the lower boundary condition on supercell storm simulations. These ensembles vary only in the parameterization of near-surface turbulence: one ensemble uses the semislip scheme, whereas the other two employ versions of the "thin boundary layer equations" (TBLE) approach. Each simulated storm is a long-lived supercell, with an intense mesocyclone and at least one tornado-like vortex (TLV). The primary differences observed across the ensembles are (i) the amplitude of near-surface turbulent eddies in the environmental boundary layer and (ii) the intensity of the TLVs, with both TBLE schemes resulting in stronger turbulent eddies in the environment and stronger TLVs within the simulated storms. Although substantial variations in precipitation distribution and cold pool strength are also found among the simulations, the differences in these larger-scale storm attributes from one ensemble to another are not statistically significant. Significance Statement: The assumptions implicit in the semislip boundary condition, which is the lower boundary condition most commonly used in convective storm simulations that include surface drag, are problematic. An alternative approach to modeling the effects of the lower boundary, borrowed from the engineering large-eddy simulation community, is adopted for numerical simulations of supercell storms. The approach at least avoids some of the thorny assumptions inherent in the semislip condition. Though it is not yet possible to know which storm simulations are ultimately the "best," an awareness of their sensitivities to the handling of the unresolved/underresolved flow in the near-surface layer is an important first step toward improving their realism. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Journal of the Atmospheric Sciences is the property of American Meteorological Society and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1175/JAS-D-25-0101.1
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      – Code: eng
        Text: English
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        PageCount: 17
        StartPage: 237
    Subjects:
      – SubjectFull: Large eddy simulation models
        Type: general
      – SubjectFull: Boundary layer equations
        Type: general
      – SubjectFull: Vortex motion
        Type: general
      – SubjectFull: Computer simulation
        Type: general
      – SubjectFull: Turbulent boundary layer
        Type: general
      – SubjectFull: Thunderstorms
        Type: general
    Titles:
      – TitleFull: Numerical Simulations of Supercell Storms Employing the Thin Boundary Layer Equations.
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            NameFull: Allen, Kiley Q.
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            NameFull: Pan, Ying
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            NameFull: Markowski, Paul M.
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            – D: 01
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
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