understanding the spatial variability of convective boundary layer...
TRANSCRIPT
![Page 1: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/1.jpg)
Understanding the spatial variability of convective boundary layer depth around an isolated mountain with a
factor separation approach
S.F.J. De Wekker1 and S. Serafin2
1: University of Virginia
2: University of Vienna
16th conference on Mountain Meteorology, San Diego, 18-22 August 2014
![Page 2: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/2.jpg)
Motivation and Question
• variability of PBL height in complex terrain – air pollution, theoretical studies, experimental planning, etc.
• Complex terrain includes topographic and surface cover effects. What is the relative contribution of each on PBL height evolution and structure?
shrubs trees bare rock grass
topography
surface cover
zi
![Page 3: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/3.jpg)
Investigation area: Granite Peak, located in the Dugway Proving Ground in western Utah
Dugway Proving Ground
~10 km
Location of MATERHORN field studies in 2012 and 2013 (see other talks in this session)
![Page 4: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/4.jpg)
MATERHORN FIELD SITE Looking north Looking south
Granite Peak
Granite Peak
Dugway Range
Sapphire Mountain
Sapphire Mountain
Looking northeast
Granite Peak
Sapphire Mountain
![Page 5: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/5.jpg)
Spatial CBL height from airborne Doppler lidar
The CBL is thicker on the east (sagebrush plain) than on the west (playa) side.
Example: 9 October 2012
See also poster 47: Spatial Variability of the Atmospheric Boundary Layer Height over an Isolated Mountain: Selected Cases from the MATERHORN-2012 Field Experiment. Pal, De Wekker and Emmitt
![Page 6: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/6.jpg)
Gradual increase of CBL height from west to east (and from north to south) The CBL is thicker on the east (sagebrush plain) than on the west (playa) side. .
Spatial CBL height structure from operational NWP runs
EXAMPLE FOR OCTOBER 2011
WEST CENTRAL EAST
Three-year climatology of mean afternoon PBL heights
GP
Cedar Mountains
![Page 7: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/7.jpg)
-> Observations and simulations show that the boundary layer structure around Granite Peak has a marked spatial heterogeneity.
Two major potential reasons are differential heat fluxes and topography
We would like to investigate the relative contribution of differential heat fluxes and topography on PBL height evolution and structure using idealized simulations and the so-called factor separation approach
![Page 8: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/8.jpg)
Factor separation approach The factor separation approach (Stein and Alpert, 1993) provides a useful formalism to design sensitivity studies.
• A rather trivial example: one phenomenon, two forcing factors. You need four simulations: 0 (both forcings off), 1 (only forcing 1 on), 2 (only forcing 2 on), 12 (both forcings on). From each simulation, you pick one field of interest, s (e.g., BL depth). Then you can compute four “factors”.
• f0 represents the undisturbed development of a phenomenon, f1 and f2 are the pure impacts of factors 1 and 2, f12 is the impact of their interaction.
• f1 and f2 are trivial, f12 is not. Interestingly, it represents a nonlinear interaction. Nonlinearity is manifest in the fact that s12 ≠ f0 + f1 + f2.
![Page 9: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/9.jpg)
Model setup
LES with CM1 with 100 m horizontal resolution and 20 m max. vertical resolution 84 x 64 km domain centered on Granite Peak. 9-hour simulations starting at sunrise. Open lateral boundary conditions, lateral and upper Rayleigh damping layers We look at model output after 9 hours of integration (late afternoon).
• S0: no topography, uniform heat input.
• S1: with topography, uniform heat input.
• S2: without topography, differential heat input
• S12: with topography, differential heat input
Topography in modeling domain
GP
![Page 10: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/10.jpg)
Initial potential temperature profile (adapted from observations during MATERHORN) No ambient winds
Model setup
GP
Prescribed heat input
9 hours
K m
s-1
Playa: ~ 100 W/m2
Shubland: ~ 150 W/m2
GP
![Page 11: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/11.jpg)
Results
• The following slides compare 4 runs or factors:
S0 / F0
(uniform heat input, no topography)
S1 /F1
(uniform heat input, with topography)
S2 /F2
(differential heat input, no topography)
S12 /F12
(differential heat input, with topography)
with topography no topography
differential heat input
Uniform heat input
![Page 12: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/12.jpg)
S1 S0
S2 S12
simulations
![Page 13: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/13.jpg)
F1 F0
F2 F12
factors
![Page 14: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/14.jpg)
Temporal evolution of F12
T=9 T=8 T=7
T=6 T=5 T=4
T=3 T=2 T=1 hr
![Page 15: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/15.jpg)
COLD ADVECTION COLD ADVECTION
CBL
x
z
zi
![Page 16: Understanding the spatial variability of convective boundary layer ...homepage.univie.ac.at/stefano.serafin/stablest/dl/MMET2014_DeWe… · GP . Initial potential temperature profile](https://reader034.vdocuments.site/reader034/viewer/2022051812/602c076f85285650492906f2/html5/thumbnails/16.jpg)
Summary
• Investigated relative contribution of topography and surface flux heterogeneity on CBL heights using the factor separation method
• Effect of interaction is a CBL depression at interface between sage brush and playa that propagates in easterly direction with the playa breeze
• Future work includes an investigation of the relative contribution as a function of atmospheric conditions and surface/topographic characteristics
Acknowledgments: This research is funded by grants from the Office of Naval Research, the National Science Foundation, and the Austrian Science Foundation