Abstract
A simple time-dependent one-dimensional model of the planetary boundary layer (PBL) is described and used to examine the degree to which model design decisions affect model output variables. The model's sensitivity to changes in the environmental conditions is also explored. Averages of the surface fluxes, near-ground wind speeds and other PBL properties from 48 h simulations are compared to control runs. The model-calculated surface fluxes are most sensitive, in decreasing order of importance, to the vertical grid spacing, the form of closure between the surface temperature and the atmosphere, the use of vertical diffusivity smoothing, the choice of maximum time step and choice of turbulence closure scheme. These fluxes are relatively insensitive to mixing-length scaling or choice of implicit time step weighting factor. Sensitivity to changes in soil type exceeds any of the design criteria tested. The modeled fluxes are moderately sensitive to small variations in the horizontal pressure gradient, to unsteadiness in the geostrophic wind and to variations in surface roughness. They are relatively insensitive to uncertainties in local vertical velocities and small (25%) variations applied separately to soil thermal diffusivity or heat capacity. The sensitivity of the average PBL depth (Z i ) to model and environmental changes are similar to those of surface fluxes except thatZ i is more sensitive to changes in mixing length, albedo and imposed vertical velocity then are the surface fluxes.
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Carroll, J.J. Sensitivity of PBL model predictions to model design and uncertainties in environmental inputs. Boundary-Layer Meteorol 65, 137–158 (1993). https://doi.org/10.1007/BF00708821
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DOI: https://doi.org/10.1007/BF00708821