Abstract

With its high accuracy, stability, and worldwide coverage GPS radio occultation offers an attractive means of independently validating and calibrating the world's premier weather and climate sensors. These include such instruments as AIRS, AMSU, and MODIS on NASA's EOS platforms, and similar systems on operational weather satellites. GPSRO also offers a valuable comparison standard for global weather analyses, such as those produced by NOAA's National Center for Environmental Predictions (NCEP) and the European Centre for Medium-Range Weather Forecasts (ECMWF). We have studied the performance of GPSRO temperature profiles through comparisons of coincident data from CHAMP and SAC-C, as well as from COSMIC. We have also compared GPSRO temperature profiles with nearby profiles from AIRS (Atmospheric Infrared Sounder), carried on NASA's Aqua platform, and with the ECMWF analyses. Our principal findings are: •AIRS and ECMWF temperature profiles depart in systematic ways from GPSRO profiles. These departures are highly repeatable and vary by geographical region. •There is significant correlation between the AIRS and ECMWF departures from GPSRO, not explainable by GPSRO error. This may arise because AIRS retrievals are initialized with estimates derived from ECMWF training samples. •ECMWF single-profile RMS temperature deviations range between 0.6 and 1.8 K and are at a maximum near the tropopause. Biases are typically below 0.5 K. •AIRS single-profile RMS temperature deviations range between 0.9 and 2.2 K and are also at a maximum near the tropopause. Biases are typically below 0.5 K but reach 1 K near the tropopause in the Antarctic.

Highlights

  • Atmospheric sounding by GPS Radio Occultation (GPSRO) is coming of age

  • Within that region we identified all AIRSGPS coincident pairs for 2003, retrieved the European Centre for Medium-Range Weather Forecasts (ECMWF) values for those locations and times. (Tests showed that comparison statistics were unaffected by whether the ECMWF profile was computed for the precise Atmospheric Infrared Sounder (AIRS) location, the GPS location, or in between.) All profiles were smoothed to a 2 km vertical resolution to ensure, to the degree possible, that like quantities were being compared

  • Application of that model reveals a significant correlation between AIRS and ECMWF temperature profiles that results in error cancellation in AIRS-ECMWF differences

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Summary

INTRODUCTION

Atmospheric sounding by GPS Radio Occultation (GPSRO) is coming of age. The precision and stability of GPSRO can enhance the observational basis for studying long-term climate change and make GPSRO well suited for another critical function: assessing and calibrating the performance of conventional atmospheric sen-. One of these flagship sensors is the Atmospheric Infrared Sounder (AIRS), a high spectral resolution IR radiometer on Aqua. As a featured component of NASA’s Earth Observing System (EOS) fleet of remote sensing instruments, AIRS provides data for studying a range of atmospheric and surface processes and their roles in Earth’s climate. In this study we apply GPS temperature profiles to illuminate properties of AIRS temperature retrievals that are otherwise difficult to observe

GPSRO AS A VALIDATION STANDARD
AIRS OVERVIEW
A Conundrum
Basis of GPSRO Performance Claims
Alternative Interpretation
The AIRS Retrieval Process
SUPPORTING ANALYSIS I
SUPPORTING ANALYSIS II
SUPPORTING ANALYSIS III
Findings
SUMMARY AND CONCLUSIONS
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