Atmospheric profiling with the UAS SUMO: a new perspective for the evaluation of fine-scale atmospheric models

For the first time, unmanned aerial system measurements collected by the small unmanned meteorological observer (SUMO) are used to evaluate atmospheric boundary layer (ABL) parameterization schemes embedded in the Advanced Weather Research and Forecasting model (AR-WRF). Observation sites were located in the vicinity of the almost idealized shaped mountain Hofsjökull, Central Iceland. SUMO profiles provided temperature, relative humidity and wind data to maximum heights of 3 km above ground. Two cases are investigated, one with calm wind conditions and development of a convective ABL and one with moderate winds and gravity waves over Hofsjökull. For the high-resolution simulation with AR-WRF, three two-way nested domains are chosen with a grid size of 9, 3 and 1 km. During its first meteorological test, SUMO has proved its great value for the investigation of the diurnal evolution of the ABL and the identification of mesoscale features residing above the ABL, such as subsidence.

[1]  E. Mlawer,et al.  Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave , 1997 .

[2]  J. Dudhia,et al.  A Revised Approach to Ice Microphysical Processes for the Bulk Parameterization of Clouds and Precipitation , 2004 .

[3]  J. R. Rowland,et al.  A small, radio-controlled aircraft as a platform for meteorological sensors , 1970 .

[4]  Li Qiang,et al.  A miniature robotic plane meteorological sounding system , 2004 .

[5]  J. Dudhia Numerical Study of Convection Observed during the Winter Monsoon Experiment Using a Mesoscale Two-Dimensional Model , 1989 .

[6]  I. Troen,et al.  A simple model of the atmospheric boundary layer; sensitivity to surface evaporation , 1986 .

[7]  Jordan G. Powers,et al.  A Description of the Advanced Research WRF Version 2 , 2005 .

[8]  G. Powers,et al.  A Description of the Advanced Research WRF Version 3 , 2008 .

[9]  Mario Mech,et al.  Diurnal Winds in the Himalayan Kali Gandaki Valley. Part III: Remotely Piloted Aircraft Soundings , 2002 .

[10]  Zavisa Janjic,et al.  The Step-Mountain Coordinate: Physical Package , 1990 .

[11]  A. J. Dolman,et al.  Mesoscale covariance of transport and CO2 fluxes: Evidence from observations and simulations using the WRF‐VPRM coupled atmosphere‐biosphere model , 2007 .

[12]  Günther Zängl,et al.  FLOHOF 2007: an overview of the mesoscale meteorological field campaign at Hofsjökull, Central Iceland , 2012, Meteorology and Atmospheric Physics.

[13]  B. Furevik,et al.  Case Study of a Coastal Jet at Spitsbergen—Comparison of SAR- and Model-Estimated Wind , 2002 .

[14]  Song-You Hong,et al.  Stable Boundary Layer Mixing in a Vertical Diffusion Scheme , 2007 .

[15]  R. Stull An Introduction to Boundary Layer Meteorology , 1988 .

[16]  Hálfdán Ágústsson,et al.  Simulating a severe windstorm in complex terrain , 2007 .

[17]  J. Pleim A Combined Local and Nonlocal Closure Model for the Atmospheric Boundary Layer. Part I: Model Description and Testing , 2007 .

[18]  H. Pan,et al.  Nonlocal Boundary Layer Vertical Diffusion in a Medium-Range Forecast Model , 1996 .

[19]  D. Stensrud Parameterization Schemes: Keys to Understanding Numerical Weather Prediction Models , 2007 .

[20]  J. Dudhia,et al.  A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes , 2006 .

[21]  Jens Bange,et al.  First application of the meteorological Mini-UAV 'M2AV' , 2007 .

[22]  J. Garratt The Atmospheric Boundary Layer , 1992 .

[23]  A. Holtslag,et al.  Evaluation of Limited-Area Models for the Representation of the Diurnal Cycle and Contrasting Nights in CASES-99 , 2008 .

[24]  Pedro M. M. Soares,et al.  Parameterization of the atmospheric boundary layer: A View from just above the inversion , 2008 .

[25]  G. J. Holland,et al.  The Aerosonde Robotic Aircraft: A New Paradigm for Environmental Observations , 2001 .

[26]  Zaviša I. Janić Nonsingular implementation of the Mellor-Yamada level 2.5 scheme in the NCEP Meso model , 2001 .

[27]  Pascal Brisset,et al.  The Small Unmanned Meteorological Observer SUMO: A new tool for atmospheric boundary layer research , 2009 .