Abstract. A methodology for the retrieval of cirrus cloud microphysical and optical properties based on observations of reflected sunlight is introduced. The retrieval method is based on correlation of the bidirectional reflectance of three channels, 0.65, 1.6, and 2.2 /xm, that are available onboard Earth Observing System (EOS) Moderate-Resolution Imaging Spectroradiometer (MODIS). Validation studies using microphysical measurements and MODIS airborne simulator (MAS) observations illustrate the nature of the potential errors associated with the retrieved optical depth and mean effective ice crystal size. The effects of the physical assumptions involving ice crystal size distribution and shape employed in the algorithm are subsequently assessed. In terms of the microphysical models used for radiation calculations the ice crystal shape assumption is found to have the most significant impact on the retrieved parameters. The effect of the background surface reflectance on the retrieval results is further examined, and we show that in order to reliably infer nonblack cirrus parameters from solar reflectance measurements it is essential to properly account for the background radiation over both land and ocean surfaces. Finally, we present the measured ice microphysical data for tropical cirrus as a function of cloud development and ambient temperature to illustrate the importance of vertical inhomogeneity for validation studies. IntroductionIn view of their physical location and the complex nature of their optical and physical properties, cirrus clouds have been identified as one of the major unsolved components in weather and climate research [Liou, 1986[Liou, , 1992. The influence of cirrus clouds on the radiation field of the Earth-atmosphere system depends on the solar and thermal IR radiative properties, referred to as the greenhouse versus albedo effect, which in turn are modulated by the cloud composition and physical location in the atmosphere. Thus, in order to quantify the radiative effects of cirrus, microphysical (ice crystal size distribution and shape), structural (height and spatial extent), and optical (optical depth) properties are required. A realistic treatment of cirrus cloud physical and radiative properties is essential to achieve physically based climate modeling and predictions. Satellite remote-sensing methods must be developed and validated to provide the required cirrus cloud parameters on a global scale in conjunction with general circulation models (GCMs) and climate modeling development. A number of approaches based on the principles of radiativeCopyright 2000 by the American Geophysical Union. Paper number 2000JD900028.0148-0227/00/2000JD900028509.00 transfer have been developed to infer cloud optical depth and mean effective ice crystal size from satellites. They can be divided into two groups, with some overlap: reflection and emission techniques. The former relies on the reflectance characteristics of solar wavelengths, implying daytime use, while the latter uses radiation emitted in...
Abstract. We have developed a methodology for the retrieval of the optical and microphysical properties of thin cirrus clouds with optical depths less than 0.5 using Moderate Imaging Spectroradiometer (MODIS) Airborne Simulator (MAS) measurements conducted during the Subsonic Aircraft Cloud and Contrail Special Study (SUCCESS). This methodology involves the use of correlated reflectance at three channels (0.65, 1.6, and 2.2 gm). We demonstrate the necessity of employing accurate values of the upwelling cloud base reflectance fields and present a method for the computation of these fields based on the atmospheric correction approach. For ocean surfaces the anisotropic reflectance is atmospherically corrected using appropriate radiative transfer calculations, along with the retrieved aerosol optical depths based on a simple aerosol microphysical model. For land surfaces a mosaic of ecosystems is used to compute the anisotropic reflectance associated with the surface terrain variability. We show that using these explicit computations of the emerging cloud base reflectance, thin cirrus optical depths and ice crystal size over ocean surfaces can be retrieved accurately. Uncertainties in the retrieved optical depth and ice crystal size are further reduced by 20 and 45%, respectively, over complex land surfaces.
Detection of beat-by-beat repolarization variations in ICD-stored EGMs is feasible in a significant subset of cases and may be used for predicting the onset of ventricular arrhythmias.
This paper provides a status of the RADARSAT-2 system and operations performance, describes significant changes implemented over the last year, and also provides further detail of some of the data and value-added product delivery achievements demonstrating the utility of the RADARSAT-2 system. The status of the spacecraft and ground segment is reviewed along with related performance metrics and recent history. Status of the system operations functional areasOperations Management and Mission System Engineering, Order Handling and Mission Planning, Spacecraft Operations, and Data Handling is summarized. The MDA GSI RADAR Production team had a record production year in 2010, which included preparation of an Antarctica mosaic as well as products to service several large area DEM projects. The performance results are summarized. A number of system upgrade and improvement initiatives have been underway during the routine phase of the mission. Several of these have now been completed. The paper provides further information on the details of these enhancements and their implementation. Outline planning for further system and operations enhancements are summarized. INTRODUCTIONRADARSAT-2 has now completed three years of routine phase operations. The spacecraft and ground segment continue to perform well and the operations team have successfully implemented a number of system enhancements and improvements. Performance in system commissioning and the first year of operations was reported at IGARSS 2009 [1], and an update covering the second year of operations and the enhancement program was provided at IGARSS 2010 [2]. This paper provides a status of the system and operations performance, describes significant changes implemented over the last year, and also provides further detail of some of the data and value-added product delivery achievements.
This paper provides a status report for RADARSAT-2 system operations and performance now that two years of Routine Phase operations have been completed. Experience from the second year of operations is reviewed. System status, performance, and trends are described along with performance and achievements of the RADARSAT-2 operations functional groups. Normal operations now includes increased attention to orbital collision risk avoidance, and the RADARSAT-2 risk mitigation experience is summarized. In addition to meeting and maintaining specified performance requirements for the Routine Phase, the operations team has implemented a number of improvements to both the system and operations to provide enhanced performance. These include reduced tasking latency, enhanced beam modes, and further improved image quality. The improvements are described as part of the evolution of the mission capabilities along with some further planned enhancements.
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