Contrasting Local and Non-Local PBL Closures in the Turbulence Grey Zone: A Case Study of Convection-Permitting Dryline Simulations

Details

• Journal Title:
  Atmosphere
• Personal Author:
  Lu, Duanjun ; White, Loren D.
• NOAA Program & Office:
  Education and outreach
• Description:
  Accurately simulating convective initiation (CI) in capped High Plains dryline environments remains a significant challenge for convection-permitting numerical weather prediction. As a follow-up work to Lu and White, this study utilizes the Model for Prediction Across Scales (MPAS) at a 3 km grid resolution to evaluate the sensitivity of dryline morphology and CI to two planetary boundary layer (PBL) parameterization schemes: the non-local Yonsei University (YSU) and the local Mellor-Yamada-Nakanishi-Niino (MYNN) frameworks. Radar observations and simulated maximum reflectivity show that while the YSU scheme successfully replicates the timing and spatial development of convective cores triggered along the elevated terrain slope at 21:30 UTC, the MYNN scheme completely suppresses deep convection throughout the study period. Vertical thermodynamic profiles indicate that YSU establishes a deeply mixed boundary layer that weakens the regional capping inversion, enabling surface parcels to break the stable lid and reach their level of free convection (LFC). Conversely, the MYNN scheme confines moisture to a thin layer near the surface beneath an unyielding temperature inversion, preventing parcels from achieving free buoyancy. For the 3 km "grey zone" of turbulence resolution, both PBL schemes successfully resolve horizontal convective rolls (HCRs) near the primary dryline boundary. YSU's non-local mixing permits these HCR perturbations to couple vertically into deep, cap-breaching updraft plumes, while MYNN's local turbulent kinetic energy (TKE) closure traps them as shallow horizontal waves. It was shown that the MYNN failure is driven by an intrusive synoptic wind bias, generating anomaly wind velocities of 24-28 m/s throughout the column. These winds act as a mechanical sweeper across the terrain slope which shears, flattens, and dilutes the moisture pool below 2000 m Mean Sea Level (MSL) and physically reduces fuel from the western initiation zone. In contrast, the YSU scheme maintains a well-regulated, moderate wind profile (8-12 m/s aloft), preserving a state of mesoscale equilibrium that allows moisture to ascend the terrain slope and continuously feed developing convective cells. Our findings demonstrate that the choice of PBL parameterization plays significant role in not only local vertical mixing but also the structural translation of macroscale synoptic forcing versus localized thermodynamic regulation in complex terrain.
• Source:
  Atmosphere, 17(9), 825
• DOI:
  https://doi.org/10.3390/atmos17090825
• ISSN:
  2073-4433
• Format:
  PDF
• Publisher:
  MDPI AG
• Document Type:
  Journal Article
• Funding:
  Grant no. NA22SEC4810015
• License:
  https://creativecommons.org/licenses/by/4.0/
• Rights Information:
  CC BY
• Compliance:
  Submitted
• Download URL:
  https://repository.library.noaa.gov/view/noaa/76527/noaa_76527_DS1.pdf
• File Type:
  [PDF - 32.37 MB]
• Collection(s):
  Education and Outreach
• Main Document Checksum:
  urn:sha-512:e19b692cb0c87555b1e3cf68adfd590e919eb6fbcb6eb2bdf8f9b5a077de0501bce5103d21d4c742b23f36d3355b883d643b4856e96617159fef72c59f16610e