Abstract
This chapter discusses the current status, success, and especially challenges of applying mesoscale numerical models to simulate atmospheric processes over areas of complex terrain. These include thermally-induced circulations, gap flows, mountain waves, and boundary layer structure and evolution in mountainous regions. The choice of model configuration (e.g. choice of coordinate system, horizontal and vertical resolution, grid nesting, and lateral boundary conditions) and physical parameterizations (e.g. boundary layer, land surface, and radiation parameterizations) may affect the performance of mesoscale models in complex terrain. Application of large-eddy simulation (LES) to complex-terrain processes is also discussed. Examples of model simulations related to several recent field studies in mountainous areas are used to illustrate the issues and challenges.
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References
Anderson, R, and C. Meneveau. 1999. Effects of the similarity model in finite-difference LES of isotropic turbulence using a Lagrangian dynamic mixed model. Flow, Turb. and Combustion. 62,: 201–225.
André, J. C., J. P. Goutorbe and A. Perrier, 1986: HAPEX-MOBLIHY: a hydrological atmospheric experiment for the study of water budget and evaporation flux at the climatic scale. Bull. Amer. Meteor. Soc., 67, 138–144.
Andre, A., 1991: A TKE-dissipation model for the atmospheric boundary layer. Bound.-Layer Meteorol., 56, 207–221
Andren, A., A. R. Brown, J. Graf, P. J. Mason, C.-H. Moeng, F. T. M. Nieuwstadt, and U. Schumann. 1994: Large-eddy simulation of a neutrally stratified boundary layer: A comparison of four computer codes. Q. J. R. Meteorol. Soc. 120, 1457–1484.
Apsley, D. D., and I. P. Castro, 1997: A limited length scale k-ε model for the neutral and stably stratified atmospheric boundary layer. Bound.-Layer Meteorol. 83, 75–98.
Banta, R. M., L. S. Darby, J. D. Fast, J. O. Pinto, C. D. Whiteman, W. J. Shaw, B. W. Orr, 2004: Nocturnal Low-Level Jet in a Mountain Basin Complex. Part I: Evolution and Effects on Local Flows. J. Appl. Meteor., 43, 1348–1365
Banta, R. M. and R. T. Gannon, 1995: Influence of soil moisture on simulations of katabatic flow. Theor. Appl. Climatol. 52, 85–94.
Banta, R. M., and A. B. White, 2003: Mixed-height differences between land use types: Depedence on wind speed. J. Geophys. Res. 108, No. D10,4321
Banta, R., L. Olivier, P. Gudiksen, and R. Lange, 1996: Implications of Small-Scale Flow Features to Modeling Dispersion over Complex Terrain. J. Appl. Meteor., 35, 330–342.
Bardina, J., J. H. Ferziger, and W. C. Reynolds, 1983: Improved turbulence models based on large eddy simulation of homogeneous, incompressible, turbulent flows. Technical Report. Department of Mechanical Engineering, Stanford University, Stanford, California.
Basu, S, and F Porte-Agel, 2006: Large-eddy simulation of stably stratified atmospheric boundary layer turbulence: A scale-dependent dynamic modeling approach. J. Atmos. Sci., 63, 2074–2091.
Beare, RJ, MK MacVean, AAM Holtslag, J Cuxart, I Esau, JC Golaz, MA Jimenez, et al. 2006: An intercomparison of large-eddy simulations of the stable boundary layer. Bound.-Layer Meteor., 118, 247–272.
Bélair, S. P. Lacarrère, J. Noilhan, V. Masson, and J. Stein, 1998: High-Resolution Simulation of Surface and Turbulent Fluxes during HAPEX-MOBILHY. Mon. Wea. Rev., 126: 2234–2253.
Benoit, R., M. Desgagné, P. Pellerin, S. Pellerin, Y. Chartier, and S. Desjardins, 1997: The Canadian MC2: A semi-Lagrangian, semi-implicit wideband atmospheric model suited for finescale process studies and simulation. Mon. Wea. Rev., 125, 2382–2415.
Berg, L.K., and S. Zhong, 2005: Sensitivity of MM5-Simulated Boundary Layer Characteristics to Turbulence Parameterizations. J. Appl. Meteor., 44, 1467–1483.
Bergström, H., and N. Juuso, 2006: A study of valley winds using the MIUU meso-scale model. Wind Energy, 9, 109–129.
Betts, A. K., and J. H. Ball, 1992: FIFE-1987 mean time series, Data diskette. (available from Atmospheric Research, R.D. #3, Box 3125, Pittsford, VT 05763.
Betts, A. K., J. I. Ball, and Beljaars, 1993: Comparison between the land surface response of the ECMWF model and the FIFE-1987 data. Quart. J. Roy. Meteor. Soc., 119, 975–1001.
Bischoff-Gauß, I. N. Kalthoff, S. Khodayar, M. Fiebig-Wittmaack, S. Montecinos, 2006: Model simulations of the boundary-layer evolution over an arid Andes valley, Bound.-Layer Meteor., 128, 357–379.
Black, T. L., 1994: The new NMC mesoscale Eta Model: Description and forecast examples. Wea. Forecasting, 9, 265–278.
Blackadar A. K., 1979: High resolution models of the planetary boundary layer. Advances in Environmental Science and Engineering, J. Pfafflin and E. Ziegler, Eds., Vol. 1, Gordon and Breach, 50–85.
Blumen, W. (ed.), 1990: Atmospheric Processes Over Complex Terrain. Meteor. Monogr., Vol. 23, No. 45. Amer. Meteor. Soc., Boston, MA, 323pp
Boone, A. B. Decharme, F. Guichard, P. de Rosnay, G. Balsamo, A. Beljaars, F. Chopin, T. Orgeval, J. Polcher, C. Delire, A. Ducharne, S. Gascoin, M. Grippa, L. Jarlan, L. Kergoat, E. Mougin, Y. Gusev, O. Nasonova, P. Harris, C. Taylor, A. Norgaard, I. Sandholt, C. Ottlé, I. Poccard-Leclercq, S. Saux-Picart, and Y. Xue, 2009: The AMMA land surface model intercomparison project (ALMIP), Bull. Amer. Meteor. Soc., 90, 1865–1880.
———, F. Habets, J. Noilhan, D. Clark, P. Dirmeyer, S. Fox, Y. Gusev, I. Haddeland, R. Koster, D. Lohmann, S. Mahanama, K. Mitchell, O. Nosonova, G.-Y. Neu, A. Pitman, J. Polcher, A. B. Shmakin, K. Tanaka, B. van den Hurk, S. Verant, D. Verseghy, P. Viterbo, and Z.-L. Yang, 2004: The Rhône-aggregation land surface scheme intercomparison project: An overview. J. Climate, 17, 187–208.
Bou-Zeid, E, C Meneveau, and M Parlange. 2005: A scale-dependent Lagrangian dynamic model for large eddy simulation of complex turbulent flows. Phys. Fluids, 17.
Bowling, L. C., and Coauthors 2003: Simulation of high latitude hydrological processes in the Torne-Kalix basin: PILPS Phase 2e. 1: Experimental description and summary intercomparisons. Global Planet.Change, 38, 1–30.
Brown, A. R., J. M. Hobson, and N. Wood, 2001: Large-eddy simulation of neutral turbulent flow over rough sinusoidal ridges. Bound.-Layer Meteor., 98, 411–441.
Brulfert, G, C Chemel, E Chaxel, and JP Chollet, 2005: Modelling photochemistry in alpine valleys. Atmos. Chem. Phys., 5, 2341–2355.
Burk, S.D., and W.T. Thompson, 1989: A vertically nested regional numerical weather prediction model with second-order closure physics. Mon. Wea. Rev., 117, 2305–2324.
Cabot W. and P. Moin, 2000: Approximate wall boundary conditions in the large-eddy simulation of high Reynolds number flow. Flow, Turb. and Combustion. 63, 269–291.
Cederwall, R. T., 2001: Large-eddy simulation of the evolving stable boundary layer over flat terrain. Stanford University.
———, and R. L. Street, 1999: Turbulence modification in the evolving stable boundary layer: a large-eddy simulation. 13th Symposium on Boundary Layers and Turbulence, Amer. Meteorol. Soc.: 223–226.
Chen, F., K. Mitchell, J. Schaake, Y. Xue, H.-L. Pan, V. Koren, Q.Y. Duan, M. Ek, and A. Betts, 1996: Modeling of land-surface evaporation by four schemes and comparison with FIFE observations. J. Geophys. Res., 101, 7251–7268.
Chen, T. H. and Coauthors, 1997: Cabauw experimental results from the project for intercomparison of land-surface parameterization schemes. J. Climate, 10, 1194–1215.
Chen, Y., F. L. Ludwig, and R. L. Street, 2004: Stably stratified flows near a notched transverse ridge across the Salt Lake Valley. J. Appl. Meteor. 43, 1308–1328.
Chin, S. H-N, M.J. Leach, G. A. Sugiyama, and J. A. Fernando, 2001: A preliminary study of surface cold bias in COAMPS. Preprints, Ninth Conference on Mesoscale Processes, Amer. Meteorol. Soc.: 30 July – 2 August, Fort Lauderdale, FL.
Chow, F.K., R. L. Street, M. Xue, and J. H. Ferziger, 2005: Explicit filtering and reconstruction turbulence modeling for large-eddy simulation of neutral boundary layer flow. J. Atmos. Sci., 62, 2058–2077.
———, A. P. Weigel, R. L. Street, M. W. Rotach, and M. Xue. 2006: High-resolution large-eddy simulations of flow in a steep Alpine valley. Part I: Methodology, verification, and sensitivity studies. J. Appl. Meteor. Climatol., 45, 63–86.
———, and R. L. Street, 2009: Evaluation of turbulence closure models for large-eddy simulation over complex terrain: flow over Askervein Hill. J. Appl. Meteor. Climatol. 48, 1050–1065.
Colette, A., F.K. Chow, and R.L. Street, 2003: A Numerical Study of Inversion-Layer Breakup and the Effects of Topographic Shading in Idealized Valleys. J. Appl. Meteor., 42, 1255–1272.
Colle, B.A., K.J. Westrick, and C.F. Mass, 1999: Evaluation of MM5 and Eta-10 Precipitation Forecasts over the Pacific Northwest during the Cool Season. Wea. Forecasting, 14, 137–154.
Côté, J., J.G. Desmarais, S. Gravel, A. Méthot, A. Patoine, M. Roch, and A. Staniforth, 1998: The Operational CMC–MRB Global Environmental Multiscale (GEM) Model. Part II: Results. Mon. Wea. Rev., 126, 1397–1418
———, S. Gravel, A. Méthot, A. Patoine, M. Roch, and A. Staniforth, 1998: The Operational CMC–MRB Global Environmental Multiscale (GEM) Model. Part I: Design Considerations and Formulation. Mon. Wea. Rev., 126, 1373–1395.
Cotton, W.R., G. Thompson, and P.W. Mieike, 1994: Real-Time Mesoscale Prediction on workstations. Bull. Amer. Meteor. Soc., 75, 349–362.
Cullen, M. J. P., 1993: The unified forecast/climate model. Meteor. Mag., 122, 81–94.
Dai, Y. X. Zeng, R. E. Dickinson, I. Baker, G. B. Bonan, M. G. Bosilovich, A. S. Denning, P. A. Dirmeyer, P. R. Houser, G. Niu, K. W. Oleson, C. A. Schlosser, Z-L Yang, 2003: The Common Land Model, Bull. Amer. Meteor. Soc., 84, 1013–1023
Daniels, M. H., F. K. Chow, and G. S. Poulos, 2006: Effects of soil moisture initialization on simulations of atmospheric boundary layer evolution in owens valley. Paper 7.2. 12th Conference on Mountain Meteorology, Amer. Meteor. Soc.
Anderson, R., and C. Meneveau, 1999: Effects of the similarity model in finite-difference LES of isotropic turbulence using a Lagrangian dynamic mixed model. Flow Turbulence and Combustion, 62, 201–225.
Andren, A., A. R. Brown, J. Graf, P. J. Mason, C.-H. Moeng, F. T. M. Nieuwstadt, and U. Schumann, 1994: Large-eddy simulation of a neutrally stratified boundary layer: A comparison of four computer codes. Q. J. R. Meteorol. Soc., 120, 1457–1484.
Bardina, J., J. H. Ferziger, and W. C. Reynolds, 1983: Improved turbulence models based on large eddy simulation of homogeneous, incompressible, turbulent flows. Department of Mechanical Engineering, Stanford University, Stanford, California,.
Basu, S., and F. Porte-Agel, 2006: Large-eddy simulation of stably stratified atmospheric boundary layer turbulence: A scale-dependent dynamic modeling approach. J. Atmos. Sci., 63, 2074–2091.
Beare, R. and Coauthors, 2006: An intercomparison of large-eddy simulations of the stable boundary layer. Bound.-Layer Meteor., 118, 247–272, doi:10.1007/s10546-004-2820-6.
Bou-Zeid, E., C. Meneveau, and M. Parlange, 2005: A scale-dependent Lagrangian dynamic model for large eddy simulation of complex turbulent flows. Physics of Fluids, 17, doi:10.1063/1.1839152.
Brown, A. R., J. M. Hobson, and N. Wood, 2001: Large-eddy simulation of neutral turbulent flow over rough sinusoidal ridges. Bound.-Layer Meteor., 98, 411–441.
Brulfert, G., C. Chemel, E. Chaxel, and J. Chollet, 2005: Modelling photochemistry in alpine valleys. Atmospheric Chemistry and Physics, 5, 2341–2355.
Cederwall, R. T., 2001: Large-eddy simulation of the evolving stable boundary layer over flat terrain. Stanford University.
Cederwall, R. T., and R. L. Street, 1999: Turbulence modification in the evolving stable boundary layer: a large-eddy simulation. 13th Symposium on Boundary Layers and Turbulence, American Meteorological Society, 223–226.
Chen, Y., F. L. Ludwig, and R. L. Street, 2004: Stably stratified flows near a notched transverse ridge across the Salt Lake Valley. J. Appl. Meteor., 43, 1308–1328.
Chow, F. K., and R. L. Street, 2009: Evaluation of turbulence closure models for large-eddy simulation over complex terrain: flow over Askervein Hill. J. Appl. Meteor. Climatol., in press.
Chow, F. K., R. L. Street, M. Xue, and J. H. Ferziger, 2005: Explicit filtering and reconstruction turbulence modeling for large-eddy simulation of neutral boundary layer flow. J. Atmos. Sci., 62, 2058–2077.
Chow, F. K., A. P. Weigel, R. L. Street, M. W. Rotach, and M. Xue, 2006: High-resolution large-eddy simulations of flow in a steep Alpine valley. Part I: Methodology, verification, and sensitivity studies. J. Appl. Meteor. Clim., 45, 63–86.
Deardorff, J. W., 1980: Stratocumulus-capped mixed layers derived from a 3-dimensional model. Bound.-Layer Meteor., 18, 495–527.
Delege, Y. 1997: Parameterising sub-grid scale vertical transport in atmospheric models under statistically stable conditions. Bound.-Layer Meteor. 82, 23–48.
Deng, A., D. R. Stauffer, J. R. Zielonka and G. K. Hunter, 2008: A Comparison of high-resolution mesoscale forecasts using MM5 and WRF-ARW. The 9th WRF Users’ Workshop, June 23–27, Boulder, CO
Denis, B., R. Laprise, and D. Caya, 2003: Sensitivity of a regional climate model to the resolution of the lateral boundary conditions. Climate Dynamics, 20, 107–126.
De Wekker, S. F. J., 2002: Structure and morphology of the convective boundary layer in mountainous terrain. Dissertation, University of British Columbia, Department of Earth and Ocean Sciences, Vancouver, Canada, 191 pp.
———, 2008: Observational and Numerical Evidence of Depressed Convective Boundary Layer Heights near a Mountain Base. J. Appl. Meteor. Clim. 47, 1017–1026.
———, S. Zhong, J. D. Fast, and C. D. Whiteman, 1998: A numerical study of the thermally driven plain-to-basin wind over idealized basin topographies. J. Appl. Meteor., 37, 606–622.
———, D.G. Steyn, J.D. Fast, M.W. Rotach, and S. Zhong, 2005: The performance of RAMS in representing the convective boundary layer structure in a very steep valley. Env. Fluid Mech. 5, 35–62.
Deardorff, J. W. 1970: A numerical study of three-dimensional turbulent channel flow at large Reynolds numbers. J. Fluid Mech. 41, 453–480.
———, 1972. Numerical investigation of neutral and unstable planetary boundary layers. J. Atmos. Sci., 29, 91–115.
———. 1978: Efficient prediction of ground surface temperature and moisture with inclusion of layer vegetation. J. Geophy. Res., 83, 1889–1903.
———. 1980: Stratocumulus-capped mixed layers derived from a 3-dimensional model. Bound.-Layer Meteor. 18, 495–527.
Dickinson, R. E., Henderson-Sellers, A., Kennedy, P. J. and Wilson, M. F. 1986: Biosphere-atmosphere transfer scheme (BATS) for the NCAR Community Climate Model. National Center for Atmospheric Research, Boulder, CO. Tech Note/TN-275+STR.
Ding, L., R. Calhoun, and R. Street, 2003: Numerical simulation of strongly stratified flow over a three-dimensional hill. Bound.-Layer Meteor., 107, 81–114.
Ding, L., and R. L. Street, 2003: Numerical study of the wake structure behind a three-dimensional hill. J. Atmos. Sci., 60, 1678–1690.
Esau, I., 2004: Simulation of Ekman boundary layers by large eddy model with dynamic mixed subfilter closure. Environmental Fluid Mechanics, 4, 273–303.
Doran, J.C., and S. Zhong, 2000: Thermally Driven Gap Winds into the Mexico City Basin. J. Appl. Meteor., 39, 1330–1340.
———, J.D. Fast, and J. Horel, 2002: The VTMX 2000 Campaign. Bull. Amer. Meteor. Soc., 83, 537–551.
Doyle, J.D., and D.R. Durran, 2007: Rotor and Subrotor Dynamics in the Lee of Three-Dimensional Terrain. J. Atmos. Sci., 64, 4202–4221
Dubayah, R., and S. Loechel, 1997: Modeling topographic solar radiation using GOES data. J. Appl. Meteor., 36, 141–154.
Dudhia, J. 1989: Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model. J. Atmos. Sci. 46, 3077–3107.
Ek, M. B., K. E. Mitchell, Y. Lin, E. Rogers, P. Grunmann, V. Koren, G. Gayno, and J. D. Tarpley, 2003: Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model, J. Geophys. Res., 108(D22), 8851.
Fast, J.D., 2003: Forecasts of Valley Circulations Using the Terrain-Following and Step-Mountain Vertical Coordinates in the Meso-Eta Model. Wea. Forecasting, 18, 1192–1206.
———, and L.S. Darby, 2004: An Evaluation of Mesoscale Model Predictions of Down-Valley and Canyon Flows and Their Consequences Using Doppler Lidar Measurements during VTMX 2000. J. Appl. Meteor., 43, 420–436.
Ferziger, J.H. and M. Peric. 2002: Computational Methods for Fluid Dynamics. Springer-Verlag, 3rd edition: Berlin.
Findikakis, A.N. and R.L. Street. 1979: Algebraic model for subgrid-scale turbulence in stratified flows. J. Atmos. Sci., 36, 1934–1949.
Freedman, F. R., and M. Z. Jacobson, 2002: Modification of the standard ε-equation for the stable ABL through enforced consistency with Monin-Obukhov similarity theory. Bound.-Layer Meteor., 106, 383–410.
Fu, P., S. Zhong, C. D. Whiteman, T. M. Horst, and X. Bian, 2010: An observational study of turbulence inside a closed basin. J. Geophys. Res., 115, D23106, 15 pp.
Gallus, W. A., 2000: The impact of step orography on flow in the Eta model: two contrasting examples. Weather and Forecasting, 15, 630–637.
Germano, M., U. Piomelli, P. Moin, and W. H. Cabot, 1991: A dynamic subgrid-scale eddy viscosity model. Phys. Fluids, 3, 1760–1765.
Ghosal, S., T. S. Lund, P. Moin, and K. Akselvoll, 1995: A dynamic localization model for large-eddy simulation of turbulent flows. J. Fluid Mech., 286, 229–255.
Golaz, J., J. D. Doyle, and S. Wang, 2009: One-Way Nested Large-Eddy Simulation over the Askervein Hill. J. Adv. Model Earth Syst., 1, 1–6.
Grell, G. A., J. Dudhia, and D. R. Stauffer, 1994: A description of the fifthgeneration Penn State/NCAR mesoscale model (MM5), NCAR Tech. Not., NCAR/TN-397+IA, 114 pp.
Grubišic, V., J.D. Doyle, J. Kuettner, S. Mobbs, R.B. Smith, C.D. Whiteman, R. Dirks, S. Czyzyk, S.A. Cohn, S. Vosper, M. Weissmann, S. Haimov, S.F.J. De Wekker, L.L. Pan, and F.K. Chow, 2008: The Terrain-Induced Rotor Experiment. Bull. Amer. Meteor. Soc., 89, 1513–1533.
Gullbrand, J., and F. K. Chow, 2003: The effect of numerical errors and turbulence models in large-eddy simulations of channel flow, with and without explicit filtering. J. Fluid Mech., 495, 323–341.
Hanna, S. R. and R. Yang, 2001: Evaluations of mesoscale models’ simulations of near-surface winds, temperature gradients, and mixing depths. J. Appl. Meteor., 40, 1095–1104.
Harlow, F. H. and Nakayama, P. I. 1967. Turbulence transport equations, Phys. Fluids 10, 2323.
Hauge, G., and L. R. Hole, 2003: Implementation of slope irradiance in Mesoscale Model version 5 and its effect on temperature and wind fields during the breakup of a temperature inversion. J. Geophys. Res., 108, D2, 4058.
Henderson-Sellers, A., Z. L. Yang, and R. Dickinson, 1993: The Project for Intercomparison of Land-surface Parameterization Schemes. Bull. Amer. Meteor. Soc., 74, 1335–1349.
———, A. J. Pitman, P. K. Love, P. Irannejad, and T. Chen, 1995: The Project for Intercomparison of Land Surface Parameterization Schemes (PILPS): Phases 2 and 3. Bull. Amer. Meteor. Soc., 76, 489–503.
Hodur, R.M., 1997: The Naval Research Laboratory’s Coupled Ocean/Atmosphere Mesoscale Prediction System (COAMPS). Mon. Wea. Rev., 125, 1414–1430.
Holt, T., and S. Raman, 1988: A review and comparative evaluation of multilevel boundary layer parameterization for first-order and turbulent kinetic energy closure schemes. Rev. Geophys., 26, 761–780.
Holtslag, A. A. M., and B. A. Boville, 1993: Local versus nonlocal boundary-layer diffusion in a global climate model. J. Climate, 6, 1825–1842.
Hong, S.Y., and H.L. Pan, 1996: Nonlocal Boundary Layer Vertical Diffusion in a Medium-Range Forecast Model. Mon. Wea. Rev., 124, 2322–2339.
———, Y. Noh, and J. Dudhia, 2006: A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes. Mon. Wea. Rev., 134, 2318–2341.
Horel, J. D., and C. V. Gibson, 1994: Analysis and simulation of winter storm over Utah, Weather and Forecasting, 9, 479–494.
Horst, T., J. Kleissl, D. Lenschow, C. Meneveau, C. Moeng, M. Parlange, P. Sullivan, and J. Weil, 2004: HATS: Field observations to obtain spatially filtered turbulence fields from crosswind Arrays of sonic anemometers in the atmospheric surface layer. J. Atmos. Sci., 61, 1566–1581.
Huang, C.-Y., and S. Raman, 1989: Application of the E-ε closure model to simulations of mesoscale topographic effects. Bound.-Layer Meteor., 49, 169–195.
Iizuka, S., and H. Kondo, 2004: Performance of various sub-grid scale models in large-eddy simulations of turbulent flow over complex terrain. Atmos. Envir., 38, 7083–7091.
Iqbal, M, 1983: An Introduction to Solar Radiation, Academic, San Diego, California.
Jacquemin B. and J. Noilhan, 1990: Sensitivity study and validation of a land surface parameterization using the HAPEX-MOBILHY data set. Bound. Layer. Meteor., 52, 93–134.
Janjić, Z. I., 1994: The Step-Mountain Eta Coordinate Model: Further Developments of the Convection, Viscous Sublayer, and Turbulence Closure Schemes. Mon. Wea. Rev. 122, 927–945.
Juneja, A., and J. G. Brasseur, 1999: Characteristics of subgrid-resolved-scale dynamics in anistropic turbulence, with application to rough-wall boundary layers. Phys. Fluids, 11, 3054–3068.
Kăllberg, P. Ed., 1990: The HIRLAM level 1 system. Documentation manual,160 pp. [Available from SMHI, S 60176 Norrköping, Sweden]
Kirkpatrick, M. P., A. S. Ackerman, D. E. Stevens, and N. N. Mansour, 2006: On the application of the dynamic Smagorinsky model to large-eddy simulations of the cloud-topped atmospheric boundary layer. J. Atmos. Sci., 63, 526–546.
Klemp, J. B. and D. K. Lilly, 1978: Numerical simulation of hydrostatic mountain waves. J. Atmos. Sci., 35, 78–107.
Klemp, J. B. and D. R. Durran, 1983: An upper boundary condition permitting internal gravity wave radiation in numerical mesoscale models. Mon. Wea. Rev., 111, 403–444.
Klemp, J., Dudhia, J. & Hassiotis, A., 2008. An Upper Gravity-Wave Absorbing Layer for NWP Applications. Mon. Wea. Rev., 136(10), 3987–4004.
Kondo, J., and N. Okusa, 1990: A Simple Numerical Prediction Model of Nocturnal Cooling in a Basin with Various Topographic Parameters. J. Appl. Meteor., 29, 604–619.
Kosović, B., 1997: Subgrid-scale modelling for the large-eddy simulation of high-Reynolds-number boundary layers. J. Fluid Mech., 336, 151–182.
Kosović, B., and J. A. Curry, 2000: A large eddy simulation study of a quasi-steady, stably stratified atmospheric boundary layer. J. Atmos. Sci., 57, 1052–1068.
Koster, R.D., and P.C.D. Milly, 1997: The Interplay between Transpiration and Runoff Formulations in Land Surface Schemes Used with Atmospheric Models. J. Climate, 10, 1578–1591.
Kuwagata, T., and F. Kimura, 1997: Daytime Boundary Layer Evolution in a Deep Valley. Part II: Numerical Simulation of the Cross-Valley Circulation. J. Appl. Meteor., 36, 883–895.
Lacser A. and S. P. S. Arya, 1986: A comparative assessment of mixing-length parameterizations in the stably stratified nocturnal boundary layer (NBL). Bound.-Layer Meteor., 36, 53–70.
Lafore, J. P., J. Stein, N. Asencio, P. Bougeault, V. Ducrocq, J. Duron, C. Fischer, P. Héreil, P. Mascart, V. Masson, J. P. Pinty, J. L. Redelsperger, E. Richard and J. Vilà-Guerau de Arellano, 1997: The Meso-NH atmospheric simulation system. Part I: adiabatic formulation and control simulations. Annals Geophysicae. 16, 90–109.
Lesieur, M., Metais, O., and P. Comte, 2005: Large-eddy simulations of turbulence. Cambridge University Press, Cambridge.
Lilly, D. K., 1962: On the numerical simulation of buoyant convection. Tellus, 14, 148–172.
Lilly, D. K., 1992: A proposed modification of the Germano subgrid-scale closure method. Phys. Fluids, 4, 633–635.
Lopes, A., J. Palma, and F. Castro, 2007: Simulation of the askervein flow. Part 2: Large-eddy simulations. Bound.-Layer Meteor., 125, 85–108.
Ludwig, F., F. Chow, and R. Street, 2009: Effect of Turbulence Models and Spatial Resolution on Resolved Velocity Structure and Momentum Fluxes in Large-Eddy Simulations of Neutral Boundary Layer Flow. J. Appl. Meteor. Clim., 48, 1161–1180.
Lundquist, K.A., Chow, F.K., and J.K. Lundquist. 2010. An immersed boundary method for the Weather Research and Forecasting model. Mon. Wea. Rev., 138(3), 796–817.
Mahrer, Y., 1984: An Improved Numerical Approximation of the Horizontal Gradients in a Terrain-Following Coordinate System, Mon. Wea. Rev., 112, 918–922.
Mahfouf, J. F., E. Richard, P. Mascart, E. C. Nickerson, and R. Rosset, 1987: A comparative study of various parameterization of the planetary boundary layer in a numerical mesoscale model, J. Appl. Meteor.., 26, 1671–1695.
Mason, P. J., and D. J. Thomson, 1992: Stochastic backscatter in large-eddy simulations of boundary layers. J. Fluid Mech., 242, 51–78.
Mason, P., and S. Derbyshire, 1990: Large-Eddy Simulation of the Stably-Stratified Atmospheric Boundary-Layer. Bound.-Layer Meteor., 53, 117–162.
Mass, C.F., and Y.H. Kuo, 1998: Regional Real-Time Numerical Weather Prediction: Current Status and Future Potential. Bull. Amer. Meteor. Soc., 79, 253–263.
———,D. Ovens, K. Westrick, and B.A. Colle, 2002: Does Increasing Horizontal Resolution Produce More Skillful Forecasts? Bull. Amer. Meteor. Soc., 83, 407–430.
———, M. Albright, D. Ovens, R. Steed, M. MacIver, E. Grimit, T. Eckel, B. Lamb, J. Vaughan, K. Westrick, P. Storck, B. Colman, C. Hill, N. Maykut, M. Gilroy, S.A. Ferguson, J. Yetter, J.M. Sierchio, C. Bowman, R. Stender, R. Wilson, and W. Brown, 2003: Regional Environmental Prediction Over the Pacific Northwest. Bull. Amer. Meteor. Soc., 84, 1353–1366.
Matzinger, N., M. Andretta, E. Van Gorsel, R. Vogt, A. Ohmura, and M. W. Rotach, 2003: Surface radiation budget in an alpine valley. Quart. J . Roy. Meteor. Soc., 129, 877–895.
Maxwell, R.M., Chow, F.K., and S.J. Kollet. 2007. The groundwater-land-surface-atmosphere connection: soil moisture effects on the atmospheric boundary layer in fully-coupled simulations. Adv. in Water Res. 30, 2447–2466.
Mellor, G. L., and T. Yamada, 1982: Development of a turbulence closure model for geophysical fluid problems, Rev. Geophys., 20, 851– 875.
———, and ———, 1974: A Hierarchy of Turbulence Closure Models for Planetary Boundary Layers. J. Atmos. Sci., 31, 1791–1806.
Meneveau, C., T. Lund, and W. Cabot, 1996: A Lagrangian dynamic subgrid-scale model of turbulence. J. Fluid Mech., 319, 353–385.
Meneveau, C, T. S. Lund, and W. H. Cabot, 1996: A Lagrangian dynamic subgrid-scale model of turbulence. J. Fluid Mech., 319, 353–385.
Mesinger, F., G. DiMego, E. Kalnay, K. Mitchell, P.C. Shafran, W. Ebisuzaki, D. Jović, J. Woollen, E. Rogers, E.H. Berbery, M.B. Ek, Y. Fan, R. Grumbine, W. Higgins, H. Li, Y. Lin, G. Manikin, D. Parrish, and W. Shi, 2006: North American Regional Reanalysis, Bull. Amer. Meteorol. Soc., 87, 343–360.
Michioka, T., and F. Chow, 2008: High-Resolution Large-Eddy Simulations of Scalar Transport in Atmospheric Boundary Layer Flow over Complex Terrain. J. Appl. Meteor. Clim., 47, 3150–3169.
Moeng, C.-H., 1984: A large-eddy-simulation model for the study of planetary boundary-layer turbulence. J. Atmos. Sci., 41, 2052–2062.
Moeng, C. -H., 1984: A large-eddy-simulation model for the study of planetary boundary-layer turbulence. J. Atmos. Sci. 41, 2052–2062.
Moeng, C., J. Dudhia, J. Klemp, and P. Sullivan, 2007: Examining two-way grid nesting for large eddy simulation of the PBL using the WRF model. Mon. Wea. Rev., 135, 2295–2311.
———, and J.C. Wyngaard, 1984: Statistics of Conservative Scalars in the Convective Boundary Layer. J. Atmos. Sci., 41, 3161–3169.
———, and ———, 1989: Evaluation of Turbulent Transport and Dissipation Closures in Second-Order Modeling. J. Atmos. Sci., 46, 2311–2330
———, J Dudhia, J Klemp, and P Sullivan, 2007: Examining two-way grid nesting for large eddy simulation of the PBL using the WRF model. Mon. Wea. Rev., 135, 2295–2311.
Müller, M.D., and D. Scherer, 2005: A Grid- and Subgrid-Scale Radiation Parameterization of Topographic Effects for Mesoscale Weather Forecast Models. Mon. Wea. Rev., 133, 1431–1442.
Nakayama, A., K. Hori, and R. L. Street, 2004a: Filtering and large eddy simulation of flow over irregular rough surface. Proc. 2004 Summer Program, Center for Turbulence Research, Stanford, CA, NASA Ames–Stanford University, 145–156.
Nakayama, A., H. Noda, and K. Maeda, 2004b: Similarity of instantaneous and filtered velocity fields in the near wall region of zero-pressure gradient boundary layer. Fluid Dynamics Research 35, 299–321.
Noh, Y., W. G. Cheon, S.-Y. Hong, and S. Raasch, 2003: Improvement of the K-profile model for the planetary boundary layer based on large eddy simulation data. Bound.-Layer Meteor., 107, 401–427.
Noilhan, J. and S. Planton, 1989: A simple parameterzation of land surface process for mesoscale models. Mon. Wea. Rev., 117, 536–549.
Noppel, H., and F. Fiedler, 2002: Mesoscale Heat Transport Over Complex Terrain By Slope Winds – A Conceptual Model And Numerical Simulations. Bound.-Layer Meteor., 104, 73–97.
Nutter, P., M. Xue, and D. Stensrud, 2004: Application of Lateral Boundary Condition Perturbations to Help Restore Dispersion in Limited-Area Ensemble Forecasts. Mon. Wea. Rev., 132, 2378–2390.
Oliphant, A. J., R. A. Spronken-Smith, A. P. Sturman, and I. F. Owens, 2003: Spatial variability of surface radiation fluxes in mountainous terrain. J. Appl. Meteor., 42, 113–128.
Oncley, S. P., T. Foken, R. Vogt, C. Bernhofer, W. Kohsiek, H. Liu, A. Pitacco, D. Grantz, and L. Riberio, 2002: The energy balance experiment EBEX-2000. 25th Conference on Agriculture and Forest Meteorology. Amer. Meteor. Soc., May 19–24, Norfolk, VA.
Ookouchi, Y., M. Segal, R.C. Kessler, and R.A. Pielke, 1984: Evaluation of Soil Moisture Effects on the Generation and Modification of Mesoscale Circulations. Mon. Wea. Rev., 112, 2281–2292.
Patton, E.G., P.P. Sullivan, and C.H. Moeng, 2005: The Influence of Idealized Heterogeneity on Wet and Dry Planetary Boundary Layers Coupled to the Land Surface. J. Atmos. Sci., 62, 2078–2097.
Pielke, R. A., 2002: Mesoscale meteorological modeling. Academic Press, 704 pp.
Pielke, R. A., W. R. Cotton, R. L. Walko, C. J. Tremback, W. A. Lyons, L. D. Grasso, M. E. Nicholls, M. D. Moran, D. A. Wesley, T. J. Lee, and J. H. Copeland, 1992: A comprehensive meteorological modeling system – RAMS. Meteor. Atmos. Phys., 49, 69–91.
Piomelli, U., and E. Balaras, 2002: Wall-layer models for large-eddy simulations. Annual Review of Fluid Mechanics, 34, 349–374.
Pitman, A. J., 2003: The evolution of, and revolution in, land surface schemes designed for climate models. Int. J. Climatol., 23, 479–510.
Pleim, J. E. and J. S. Chang, 1992: A non-local closure model for vertical mixing in the convective boundary layer. Atmos. Envir., 26, 965–981.
Pope, S. B. 2000: Turbulent flows. Cambridge University Press, Cambridge.
Porte-Agel, F., C. Meneveau, and M. B. Parlange, 2000: A scale-dependent dynamic model for large-eddy simulation: application to a neutral atmospheric boundary layer. J. Fluid Mech., 415, 261–284.
Poulos, G.S., J. E. Bossert, T. B. McKee, R. A. Pielke, 2000: The Interaction of Katabatic Flow and Mountain Waves. Part I: Observations and Idealized Simulations, J. Atmos. Sci, 57, 1919–1936,
Rotach, M. W. and Coauthors, 2004: Turbulence structure and exchange processes in an Alpine Valley: The Riviera Project. Bull. Amer. Met. Soc., 85, 1367–1385.
Sagaut, P., 2002: Large eddy simulation for incompressible flows. Springer-Verlag, 2nd edition: Berlin.
Saiki, E., C. Moeng, and P. Sullivan, 2000: Large-eddy simulation of the stably stratified planetary boundary layer. Bound.-Layer Meteor., 95, 1–30.
Sarghini, F., U. Piomelli, and E. Balaras, 1999: Scale-similar models for large-eddy simulations. Phys. Fluids, 11, 1596–1607.
Savage, L., S. Zhong, W. Yao, W. Brown, T. Horst, and C. Whiteman, 2008: An observational and numerical study of a regional-scale downslope flow in northern Arizona. J. Geophys. Res. Atmos., 113, D14114, 17pp.
Scherer, D., and E. Parlow, 1994: Terrain as an important controlling factor for climatological, meterological and hydrological process in NW-Spitsbergen. Ann. of Geomorphology, 97, 175–193.
Schmidli, J., G. S. Poulos, M. H. Daniels, and F. K. Chow, 2009: External influences on nocturnal thermally driven flows in a deep valley. J. Appl. Meteor. Climatol., 48, 3–23.
Schmidli, J., Billings, B.J., Chow, F.K., De Wekker, S.F.J., Doyle, J.D., Grubisic, V., Holt, T.R., Jiang, Q., Lundquist, K.A., Sheridan, P., Vosper, S., Whiteman, C.D., Wyszogrodzki, A.A., Zaengl, G. 2010. Intercomparison of mesoscale model simulations of the daytime valley wind system. Mon. Wea. Rev., 139, 1389–1409.
Schumann, U., 1990: Large-Eddy Simulation of the Up-Slope Boundary-Layer. Quart. J. Roy. Meteor. Soc., 116, 637–670.
Sellers, P. J., F. G. Hall, G. Asrar, D. E. Strebel, and R. E. Murphy, 1992: An Overview of the First International Satellite Land Surface Climatology Project (ISLSCP) Field Experiment (FIFE), J. Geophys. Res., 97, 345–18,371.
———, Y. Mintz, Y. Sud, and A. Dalcher, 1986: A Simple Biosphere Model (SIB) for Use within General Circulation Models. J. Atmos. Sci., 43, 505–531.
Seluchi, M. E. and S. C. Chou, 2001: Evaluation of two Eta model versions for weather forecasting over South America. Geofisica International, 40, 219–237.
Shafran, P. C., N. L. Seaman, and G. A. Gayno, 2000: Evaluation of numerical predictions of boundary layer structure during the Lake Michigan Ozone Study (LMOS). J. Appl. Meteorol. 39, 412–426.
Skamarock, W. C., 2004: Evaluating mesoscale NWP models using kinetic energy spectra. Mon. Wea. Rev., 132, 3019–3032.
Skamarock, W., and J. Klemp, 2008: A time-split nonhydrostatic atmospheric model for weather research and forecasting applications. J. Comput. Phys., 227, 3465–3485.
Smagorinsky, J., 1963: General circulation experiments with the primitive equations. Mon. Wea. Rev., 91, 99–152.
Smith, C., and E. Skyllingstad, 2005: Numerical simulation of katabatic flow with changing slope angle. Mon. Wea. Rev., 133, 3065–3080.
Smith, C., and E. Skyllingstad, 2009: Investigation of Upstream Boundary Layer Influence on Mountain Wave Breaking and Lee Wave Rotors Using a Large-Eddy Simulation. J. Atmos. Sci., 66, 3147–3164.
Steppeler, J., G. Doms, U. Schattler, H.W. Bitzer, A. Gassmann, U. Damrath, and G. Gregoric, 2003: Meso-gamma scale forecasts using the nonhydrostatic model LM, Meteorol. Atmos. Phys., 82, 75–96.
Stull, R. B., 1984: Transilient Turbulence Theory. Part I: The Concept of Eddy-Mixing across Finite Distances. J. Atmos. Sci., 41, 3351–3367.
Stull, R. B., 1988: An introduction to boundary layer meteorology. Kluwer Academic Publishers, Boston,.
Sullivan, P. P., J. C. McWilliams, and C.-H. Moeng, 1994: A subgrid-scale model for large-eddy simulation of planetary boundary-layer flows. Bound.-Layer Meteor., 71, 247–276.
Sullivan, P. P., T. W. Horst, D. H. Lenschow, C. H. Moeng, and J. C. Weil, 2003: Structure of subfilter-scale fluxes in the atmospheric surface layer with application to large-eddy simulation modelling. J. Fluid Mech., 482, 101–139.
Sullivan, P.P. and E.G. Patton, 2008: A highly parallel algorithm for turbulence simulations in planetary boundary layers: Results with meshes up to 10243. 18th Conference on Boundary Layer and Turbulence, Amer. Meteor. Soc., Stockholm, Sweden.
Sun, W. Y., and C. Z. Chang, 1986: Diffusion model for a convective layer. 1. Numerical simulation of convective boundary layer. J. Clim. Appl. Meteorol., 25, 1445–1453.
Twine, T. E., W. P. Kustas, J. M. Norman, D. R. Cook, P. R. Houser, T. P. Meyers, J. H. Prueger, and P. J. Starke, 2000: Correcting eddy covariance flux underestimates over a grassland. Agric. For. Meteor., 103, 279–300.
Thompson, J. F., 1984: Grid generation techniques in computational fluid dynamics. AIAA Journal, 22, 1505–1523
Troen, I. B., and L. Mahrt, 1986: A simple model of the atmospheric boundary layer; sensitivity to surface evaporation. Bound.-Layer Meteor., 37, 129–148.
Turner, J., S. Pendlebury, L. Cowled, K. Jacka, M. Jones, and P. Targett, 2000: Report on the First International Symposium on Operational Weather Forecasting in Antarctica. Bull. Amer. Meteor. Soc., 81, 75–94.
Versephy D. L., 2007: Class – A Canadian land surface scheme for GCMs. I. Soil Model, Int. J. Climatol., 11, 111–133.
Viterbo, P., and A.C. Beljaars, 1995: An Improved Land Surface Parameterization Scheme in the ECMWF Model and Its Validation. J. Climate, 8, 2716–2748.
Vosper, S. B. and A. R. Brown, 2008: Numerical simulations of sheltering in valley: the formation of nighttime cold air pools. Bound.-Layer Meteor ., 127, 429–448.
Vreman, B., B. Geurts, and H. Kuerten, 1996: Large-eddy simulation of the temporal mixing layer using the Clark model. Theoretical and Computational Fluid Dynamics, 8, 309–324.
Vrhovec, T., 1991: A cold air lake formation in a basin—A simulation with a mesoscale numerical model. Meteor. Atmos. Phys., 46, 91–99.
——, and A. Hrabar, 1996: Numerical simulations of dissipation of dry temperature inversions in basins. Geofizika, 13, 81–96.
Wang, W., and N.L. Seaman, 1997: A Comparison Study of Convective Parameterization Schemes in a Mesoscale Model. Mon. Wea. Rev., 125, 252–278.
Warner, T. T., R. A. Peterson, and R. E. Treadon, 1997: A tutorial on lateral boundary conditions as a basic and potentially serious limitation to regional numerical weather prediction. Bull. Amer. Met. Soc., 78, 2599–2617.
Weigel, A. P., and M. W. Rotach, 2004: Flow structure and turbulence characteristics of the daytime atmosphere in a steep and narrow Alpine valley. Quart. J. Roy. Meteor. Soc., 130, 2605–2628.
Weigel, A. P., F. K. Chow, M. W. Rotach, R. L. Street, and M. Xue, 2006: High-resolution large-eddy simulations of flow in a steep Alpine valley. Part II: Flow Structure and Heat Budgets. J. Appl. Meteor. Clim., 45, 87–107.
Weigel, A. P., F. K. Chow, and M. W. Rotach, 2007a: The effect of mountainous topography on moisture exchange between the “surface” and the free atmosphere. BLM, 125, 227–244.
Weigel, A. P., F. K. Chow, and M. W. Rotach, 2007b: On the nature of turbulent kinetic energy in a steep and narrow Alpine valley. BLM, 123, 177–199.
White, A. B.,R. J. Zamora, K. J. Olszyna, C. A. Russell, B. D. Templeman, and J.-W. Bao, 2001: Observations and numerical study of the morning transition: A case study from SOS99. 14th Symposium on Boundary Layer and Turbulence.
Whiteman, 2000: Mountain Meteorology: Fundamentals and Applications. Oxford University Press, New York, 355pp.
———, 1982: Breakup of Temperature Inversions in Deep Mountain Valleys: Part I. Observations. J. Appl. Meteor., 21, 270–289.
———, and J.C. Doran, 1993: The Relationship between Overlying Synoptic-Scale Flows and Winds within a Valley. J. Appl. Meteor., 32, 1669–1682.
———, and S. Zhong, 2008: Downslope Flows on a Low-Angle Slope and Their Interactions with Valley Inversions. Part I: Observations. J. Appl. Meteor. Climatol., 47, 2023–2038.
———, C. D., S. Zhong, X. Bian, J. D. Fast, and J. C. Doran, 2000: Boundary-layer evolution and regional scale diurnal circulation over the Mexico Basin and Mexico Plateau. J. Geophy. Res., 105, 10081–10102.
———, A. Muschinski, S. Zhong, D. Fritts, S. W. Hoch, M. Hahnenberger, W. Yao, V. Hohreiter, M. Behn, Y. Cheon, C. B. Clements, T. W. Horst, W. O. J. Brown, and S. P. Oncley, 2008: METCRAX 2006 – Meteorological experiments in Arizona’s Meteor Crater. Bull. Amer. Meteor. Soc., 89, 1665–1680.
Weigel, A. P., F. K. Chow, and M. W. Rotach, 2007c: On the nature of turbulent kinetic energy in a steep and narrow Alpine valley. BLM, submitted.
Wong, V. C., and D. K. Lilly, 1994: A comparison of two dynamic subgrid closure methods for turbulent thermal-convection. Phys. Fluids, 6, 1016–1023.
Wood, E. F., and Coauthors, 1998: The project for Intercomparison of Landsurface Parameterization Schemes (PILPS). Phase 2(c) Red–Arkansas River Basin experiment: 1. Experiment description and summary intercomparisons. Global Planet. Change, 19, 115–136
———, D. P. Lettenmaier, and V. G. Zartarian, 1992: A landsurface parameterization with subgrid for general circulation models. J. Geophys. Res., 97, 2717–2728
Wyngaard, J. C. and R.A. Brost, 1984: Top-Down and Bottom-Up Diffusion of a Scalar in the Convective Boundary Layer. J. Atmos. Sci., 41, 102–112.
Wyngaard, J. C., L. J. Peltier, and S. Khanna, 1998: LES in the surface layer: Surface fluxes, scaling, and SGS modeling. J. Atmos. Sci., 55, 1733–1754.
Wyngaard, J. C., 2004: Toward numerical modeling in the “Terra Incognita.” JAS, 61, 1816–1826.
Xue, M., D. Wong, J. Gao, K. Brewsker, K. Droegemier, 2003: The advanced regional prediction system (ARPS), storm-scale numerical weather prediction and data assimilation. Meteorol. Atmos. Phys., 82, 139–170.
———, K. K. Droegemeier and V. Wong, 2000: The Advanced Regional Prediction System (ARPS) – A multi-scale nonhydrostatic atmospheric simulation and prediction model. Part I: Model dynamics and verification. Meteor. Atmos. Phys., 75, 161–193.
Xue, M., K. K. Droegemeier, V. Wong, A. Shapiro, K. Brewster, F. Carr, D. Weber, Y. Liu, and D. Wang, 2001: The Advanced Regional Prediction System (ARPS)—A multiscale nonhydrostatic atmospheric simulation and prediction tool. Part II: Model physics and applications. Meteor. Atmos. Phys., 76, 143–165.
Yamada, T., and G. Mellor, 1975: A simulation of the Wangara atmospheric boundary layer data. J. Atmos. Sci., 32, 2309–2329.
———, 1977: A numerical experiment on pollutant dispersion in a horizontally homogeneous atmospheric boundary layer. Atmos. Environ. 11, 1015–1024.
Yao, W. and S. Zhong, 2009: Nocturnal temperature inversions in a small, enclosed basin and their relationship to ambient atmospheric conditions. J. Meteor. Atmos. Phys., 103, 195–210.
Zang, Y., R. L. Street, and J. R. Koseff, 1993: A Dynamic Mixed Subgrid-Scale Model and Its Application to Turbulent Recirculating Flows. Phys. Fluids, 5, 3186–3196.
Zängl, G., 2002: An Improved Method for Computing Horizontal Diffusion in a Sigma-Coordinate Model and Its Application to Simulations over Mountainous Topography. Mon. Wea. Rev., 139, 1423–1432.
———, 2005: Formation of Extreme Cold-Air Pools in Elevated Sinkholes: An Idealized Numerical Process Study, Mon. Wea. Rev. 133, 925–941.
———, 2007: To what extent does increased model resolution improve simulated precipitation fields? A case study of two north-Alpine heavy-rainfall events. Meteorologische Zeitschrift, 16, 571–580.
———, and S.G. Chico, 2006: The Thermal Circulation of a Grand Plateau: Sensitivity to the Height, Width, and Shape of the Plateau. Mon. Wea. Rev., 134, 2581–2600.
———, B. Chimani, and C. Häberli, 2004: Numerical Simulations of the Foehn in the Rhine Valley on 24 October 1999 (MAP IOP 10). Mon. Wea. Rev., 132, 368–389.
———, J. Egger, and V. Wirth, 2001: Diurnal Winds in the Himalayan Kali Gandaki Valley. Part II: Modeling. Mon. Wea. Rev., 129, 1062–1080.
Zhang, D.-L., and R. A. Anthes, 1982: A high-resolution model of the planetary boundary layer—Sensitivity tests and comparisons with SESAME-79 data. J. Appl. Meteor., 21, 1594–1609.
Zhong, S., and J. D. Fast, 2003: An evaluation of MM5, RAMS, and Meso Eta at sub-kilometer resolution using the VTMX field campaign data in the Salt Lake Valley. Mon. Wea. Rev., 131, 1301–1322.
———, X. Bian, and C. D. Whiteman, 2003: Time scale for cold-air pool breakup by turbulent erosion. Meteorologische Zeitschrift. 12, 229–233.
———, H-J. In, and C. B. Clements, 2007: The impact of physical parameterizations on simulated boundary layer structure in a coastal environment. J. Geophy. Res., 112, D13110.
Zhong, S., and C. Whiteman, 2008: Downslope flows on a low-angle slope and their interactions with valley inversions. Part II: Numerical modeling. J. Appl. Meteor. Clim., 47, 2039–2057.
Zhou, B., and F. K. Chow, 2011: Large-eddy simulation of the stable boundary layer with explicit filtering and reconstruction turbulence modeling. J. Atmos. Sci., 68(9), 2142–2155.
Ding, L, R. J. Calhoun, and R. L. Street, 2003: Numerical simulation of strongly stratified flow over a three-dimensional hill. Bound.-Layer Meteor., 107, 81–114.
———, and R. L. Street. 2003. Numerical study of the wake structure behind a three-dimensional hill. J. Atmos. Sci., 60, 1678–1690.
Esau, I., 2004: Simulation of Ekman boundary layers by large eddy model with dynamic mixed subfilter closure. Environl Fluid Mech., 4, 273–303.
Germano, M., U. Piomelli, P. Moin, and W. H Cabot, 1991: A dynamic subgrid-scale eddy viscosity model. Phys. Fluids., 3, 1760–1765.
Ghosal, S., T. S Lund, P. Moin, and K. Akselvoll. 1995. A dynamic localization model for large-eddy simulation of turbulent flows. J. Fluid Mech. 286: 229–255.
Golaz, Jean-Christophe, James D Doyle, and Shouping Wang, 2009: One-Way Nested Large-Eddy Simulation over the Askervein Hill. J. Adv. Model. Earth Syst., 1, 1–6.
Gullbrand, J., and F. K. Chow. 2003: The effect of numerical errors and turbulence models in large-eddy simulations of channel flow, with and without explicit filtering. J. Fluid Mech. 495 323–341.
Horst, T. W, J. Kleissl, D. H. Lenschow, C. Meneveau, C. H. Moeng, M. B. Parlange, P. P. Sullivan, and J. C. Weil, 2004: HATS: Field observations to obtain spatially filtered turbulence fields from crosswind Arrays of sonic anemometers in the atmospheric surface layer. J. Atmos. Sci., 61, 1566–1581.
Iizuka, S, and H. Kondo, 2004: Performance of various sub-grid scale models in large-eddy simulations of turbulent flow over complex terrain. Atmos. Environ., 38, 7083–7091.
Juneja, A., and J. G. Brasseur, 1999: Characteristics of subgrid-resolved-scale dynamics in anistropic turbulence, with application to rough-wall boundary layers. Phys. Fluids, 11, 3054–3068.
Kosović, B., 1997. Subgrid-scale modelling for the large-eddy simulation of high-Reynolds-number boundary layers. J. Fluid Mech., 336, 151–182.
———, and J.A. Curry, 2000: A large eddy simulation study of a quasi-steady, stably stratified atmospheric boundary layer. J. Atmos. Sci. 57, 1052–1068.
Lilly, D. K., 1962: On the numerical simulation of buoyant convection. Tellus, 14, 148–172.
Lopes, AS, JMLM Palma, and FA Castro, 2007: Simulation of the Askervein flow. Part 2: Large-eddy simulations. Bound.-Layer Meteor., 125, 85–108.
Ludwig, F.L., F.K. Chow, and R.L. Street, 2009: Effect of Turbulence Models and Spatial Resolution on Resolved Velocity Structure and Momentum Fluxes in Large-Eddy Simulations of Neutral Boundary Layer Flow. J. Appl. Meteor. Climatol., 48, 1161–1180
Mason, P. J, and D. J. Thomson, 1992: Stochastic backscatter in large-eddy simulations of boundary layers. J. Fluid Mech. 242, 51–78.
———, and S.H. Derbyshire. 1990. Large-Eddy Simulation of the Stably-Stratified Atmospheric Boundary-Layer. Bound.-Layer Meteor., 53, 117–162.
Michioka, T, and F. K. Chow, 2008: High-Resolution Large-Eddy Simulations of Scalar Transport in Atmospheric Boundary Layer Flow over Complex Terrain. J. Appl. Meteor. Climatol., 47, 3150–3169.
Noppel, H., and F. Fiedler, 2002: Mesoscale Heat Transport Over Complex Terrain By Slope Winds – A Conceptual Model And Numerical Simulations. Bound.-Layer Meteor., 104, 73–97.
Pielke, R. A. 2002. Mesoscale meteorological modeling. Academic Press, 704pp.
Piomelli, U. and E. Balaras, 2002: Wall-layer models for large-eddy simulations. Ann. Rev. Fluid. Mech. 34, 349–374.
Porte-Agel, F., C. Meneveau, and M. B Parlange, 2000: A scale-dependent dynamic model for large-eddy simulation: application to a neutral atmospheric boundary layer. J. Fluid Mech., 415, 261–284.
Rotach, M.W., P. Calanca, G. Graziani, J. Gurtz, D.G. Steyn, R. Vogt, M. Andretta, A. Christen, S. Cieslik, R. Connolly, S.F.J. De Wekker, S. Galmarini, E.N. Kadygrov, V. Kadygrov, E. Miller, B. Neininger, M. Rucker, E. Van Gorsel, H. Weber, A. Weiss, and M. Zappa, 2004: Turbulence Structure and Exchange Processes in an Alpine Valley: The Riviera Project. Bull. Amer. Meteor. Soc., 85, 1367–1385.
Saiki, EM, CH Moeng, and PP Sullivan, 2000: Large-eddy simulation of the stably stratified planetary boundary layer. Bound.-Layer Meetor., 95, 1–30.
Sarghini, F., U. Piomelli, and E. Balaras. 1999. Scale-similar models for large-eddy simulations. Phys. Fluids 11, no. 6: 1596–1607.
Savage, C. L., S. Zhong, W. Yao, W. J. O. Brown, T. W. Horst, and C. D. Whiteman, 2008: An observational and numerical study of a regional-scale downslope flow in Northern Arizona. J. Geophy. Res., 113, D14114, doi:10.1029/2007JD009623.
Schmidli, J., G.S. Poulos, M.H. Daniels, and F.K. Chow, 2009: External Influences on Nocturnal Thermally Driven Flows in a Deep Valley. J. Appl. Meteor. Climatol., 48, 3–23.
Schumann, U., 1990: Large-Eddy Simulation of the Up-Slope Boundary-Layer. Quart. J. Roy. Metero. Soc., 116, 637–670.
———., and J. B. Klemp, 2008: A time-split nonhydrostatic atmospheric model for weather research and forecasting applications. J. Comp. Phys., 227, 3465–3485.
Smagorinsky, J., 1963: General circulation experiments with the primitive equations. Mon. Wea. Rev., 91, 99–152.
Smagorinsky, J., 1964: General circulation experiments with the primitive equations. Mon. Wea. Rev. 91, 99–152.
Smith, CM, and ED Skyllingstad, 2005: Numerical simulation of katabatic flow with changing slope angle. Mon. Wea. Rev., 133, 3065–3080.
———. 2009. Investigation of Upstream Boundary Layer Influence on Mountain Wave Breaking and Lee Wave Rotors Using a Large-Eddy Simulation. J. Atmos. Sci., 66, 3147–3164.
Stull, R. B., 1988: An Introduction to Boundary Layer Meteorology. Kluwer Academic Publishers.
Sullivan, P. P, J. C McWilliams, and C. -H Moeng, 1994: A subgrid-scale model for large-eddy simulation of planetary boundary-layer flows. Bound.-Layer Meteor., 71, 247–276.
Sullivan, P. P., T. W. Horst, D. H. Lenschow, C. H. Moeng, and J. C. Weil, 2003: Structure of subfilter-scale fluxes in the atmospheric surface layer with application to large-eddy simulation modelling. J. Fluid Mech. 482, 101–139.
Sun, W. Y., and C. Z. Chang, 1986: Diffusion model for a convective layer. 1. Numerical simulation of convective boundary layer. J. Clim. Appl. Meteor., 25, 1445–1453.
Vreman, B., B. Geurts, and H. Kuerten, 1996: Large-eddy simulation of the temporal mixing layer using the Clark model. Theoret. Comput. Fluid Dynamics, 8. 309–324.
Warner, T. T., R. A. Peterson, and R. E. Treadon, 1997: A tutorial on lateral boundary conditions as a basic and potentially serious limitation to regional numerical weather prediction. Bull. Amer. Met. Soc. 78, 2599–617.
Weigel, A. P., and M. W. Rotach, 2004: Flow structure and turbulence characteristics of the daytime atmosphere in a steep and narrow Alpine valley. Quart. J. Roy. Meteor. Soc., 130, 2605–2628.
———, F. K. Chow, M. W. Rotach, R. L. Street, and M. Xue, 2006: High-resolution large-eddy simulations of flow in a steep Alpine valley. Part II: Flow structure and heat budgets. J. Appl. Meteor. 45, 87–107.
———, F. K. Chow, and M. W. Rotach, 2007a: The effect of mountainous topography on moisture exchange between the “surface” and the free atmosphere. Bound.-Layer Meoteor., 125, 227–244.
———, F. K. Chow, and M. W. Rotach, 2007b. On the nature of turbulent kinetic energy in a steep and narrow Alpine valley. Bound.-Layer Meoteor., 123, 177–199.
Wong, V. C., and D. K. Lilly, 1994: A comparison of two dynamic subgrid closure methods for turbulent thermal-convection. Phys. Fluids, 6, 1016–1023.
———, L.J. Peltier, and S. Khanna, 1998: LES in the Surface Layer: Surface Fluxes, Scaling, and SGS Modeling. J. Atmos. Sci., 55, 1733–1754.
———, 2004: Toward numerical modeling in the “Terra Incognita”. J. Atmos. Sci., 61, 1816–1826.
Yamada, T., and G. Mellor, 1975: A Simulation of the Wangara Atmospheric Boundary Layer Data. J. Atmos. Sci., 32, 2309–2329.
Zang, Y., R. L Street, and J. R Koseff, 1993: A dynamic mixed subgrid-scale model and its application to turbulent recirculating flows. Phys. Fluids, 5, 3186–3196.
———, and C. D. Whiteman, 2008: Downslope flows in a low-angle slope and their interactions with valley inversions. Part II: Numerical modeling. J. Appl. Meteor. Climatol. 47, 2039–2057.
Acknowledgments
The authors are grateful for the support of National Science Foundation Grants ATM-0646299 and 0837860 (for SZ) and 0645784 (for FKC) (Physical and Dynamic Meteorology Program). A special thanks to Dr. Jerome Fast at the Pacific Northwest National Laboratory for preparing several of the figures used in the chapter and for useful discussions. The authors also thank the anonymous reviewers for their thorough review and constructive comments, as well as Mike Kiefer, Megan Daniels, Nikola Marjanovic, Jason Simon, and Bowen Zhou for their careful proofreading and suggestions.
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Zhong, S., Chow, F.K. (2013). Meso- and Fine-Scale Modeling over Complex Terrain: Parameterizations and Applications. In: Chow, F., De Wekker, S., Snyder, B. (eds) Mountain Weather Research and Forecasting. Springer Atmospheric Sciences. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-4098-3_10
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