Title
Thermodynamic Atmospheric Profiling During the 2010 Winter Olympics Using Ground-Based Microwave Radiometry.
Abstract
Ground-based microwave radiometer profilers in the 20-60-GHz range operate continuously at numerous sites in different climate regions. Recent work suggests that a 1-D variational (1-DVAR) technique, coupling radiometric observations with outputs from a numerical weather prediction model, may outperform traditional retrieval methods for temperature and humidity profiling. The 1-DVAR technique is applied here to observations from a commercially available microwave radiometer deployed at Whistler, British Columbia, which was operated by Environment Canada to support nowcasting and short-term weather forecasting during the Vancouver 2010 Winter Olympic and Paralympic Winter Games. The analysis period included rain, sleet, and snow events (similar to 235-mm total accumulation and rates up to 18 mm/h). The 1-DVAR method is applied "quasi-operationally," i.e., as it could have been applied in real time, as no data were culled. The 1-DVAR-achieved accuracy has been evaluated by using simultaneous radiosonde and ceilometer observations as reference. For atmospheric profiling from the surface to 10 km, we obtain retrieval errors within 1.5 K for temperature and 0.5 g/m(3) for water vapor density. The retrieval accuracy for column-integrated water vapor is 0.8 kg/m(2), with small bias (-0.1 kg/m(2)) and excellent correlation (0.96). The retrieval of cloud properties shows a high probability of detection of cloud/no cloud (0.8/0.9, respectively), low false-alarm ratio (0.1), and cloud-base height estimate error within similar to 0.60 km.
Year
DOI
Venue
2011
10.1109/TGRS.2011.2154337
IEEE T. Geoscience and Remote Sensing
Keywords
Field
DocType
atmospheric humidity,atmospheric techniques,atmospheric temperature,atmospheric thermodynamics,clouds,numerical analysis,radiometry,rain,snow,weather forecasting,1-D variational technique,AD 21010,British Columbia,Canada,Whistler,ceilometer observation,cloud properties,cloud-base height estimate error,column-integrated water vapor,coupling radiometric observations,frequency 20 GHz to 60 GHz,ground-based microwave radiometry,humidity profiling,numerical weather prediction model,radiosonde observation,rain,short-term weather forecasting,sleet,snow events,temperature profiling,thermodynamic atmospheric profiling,water vapor density,Atmospheric measurements,Bayesian variational methods,radiometry
Meteorology,Radiosonde,Atmospheric thermodynamics,Ceilometer,Remote sensing,Atmospheric temperature,Weather forecasting,Mathematics,Microwave radiometer,Nowcasting,Numerical weather prediction
Journal
Volume
Issue
ISSN
49
12
0196-2892
Citations 
PageRank 
References 
4
0.88
4
Authors
10
Name
Order
Citations
PageRank
domenico cimini16919.16
Edwin Campos240.88
Randolph Ware3143.93
Steve Albers440.88
Graziano Giuliani540.88
Jeos Oreamuno640.88
Paul Joe741.22
Steve E. Koch840.88
Stewart Cober940.88
Ed R. Westwater10329.92