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Application of Principal Component Analysis to High-Resolution Infrared Measurement Compression and Retrieval
Publisher: American Meteorological Society
Abstract: A simulation study is used to demonstrate the application of principal component analysis to both the compression of, and meteorological parameter retrieval from, high-resolution infrared spectra. The study discusses the ...
Optimal Compression of High Spectral Resolution Satellite Data via Adaptive Vector Quantization with Linear Prediction
Publisher: American Meteorological Society
Abstract: Contemporary and future high spectral resolution sounders represent a significant technical advancement for environmental and meteorological prediction and monitoring. Given their large volume of spectral observations, the ...
Retrieval of Nonprecipitating Liquid Water Cloud Parameters from Microwave Data: A Simulation Study
Publisher: American Meteorological Society
Abstract: A new microwave algorithm, analogous to the infrared ?radiance-ratioing? method (Eyre and Menzel 1989) is developed to retrieve the height and ?effective? fraction (defined as the product of the emissivity times the actual ...
Vertical Resolution and Accuracy of Atmospheric Infrared Sounding Spectrometers
Publisher: American Meteorological Society
Abstract: A theoretical analysis is performed to evaluate the accuracy and vertical resolution of atmospheric profiles obtained with the HIRS/2, GOES I/M, and HIS instruments. In addition, a linear simultaneous retrieval algorithm ...
Refinement of CrIS Channel Selection for Global Data Assimilation and Its Impact on the Global Weather Forecast
Publisher: American Meteorological Society
Validation of a Large-Scale Simulated Brightness Temperature Dataset Using SEVIRI Satellite Observations
Publisher: American Meteorological Society
Abstract: In this study, the accuracy of a simulated infrared brightness temperature dataset derived from a unique large-scale, high-resolution Weather Research and Forecasting (WRF) Model simulation is evaluated through a comparison ...
Development of a Global Infrared Land Surface Emissivity Database for Application to Clear Sky Sounding Retrievals from Multispectral Satellite Radiance Measurements
Publisher: American Meteorological Society
Abstract: A global database of infrared (IR) land surface emissivity is introduced to support more accurate retrievals of atmospheric properties such as temperature and moisture profiles from multispectral satellite radiance ...
Global Soundings of the Atmosphere from ATOVS Measurements: The Algorithm and Validation
Publisher: American Meteorological Society
Abstract: The International Advanced Television and Infrared Observation Satellite Operational Vertical Sounder (ATOVS) Processing Package (IAPP) has been developed to retrieve the atmospheric temperature profile, moisture profile, ...
Potential Loss of Predictability in the Numerical Weather Prediction from the Reduced Spatial Coverage of the Polar-Orbiting Satellite Observing System
Publisher: American Meteorological Society
Potential Loss of Predictability in the Numerical Weather Prediction from the Reduced Spatial Coverage of the Polar-Orbiting Satellite Observing System
Publisher: American Meteorological Society