Intercomparisons of Long-Term Atmospheric Temperature and Humidity Profile Retrievals

This study builds upon a framework to develop a climate data record of temperature and humidity profiles from high-resolution infrared radiation sounder (HIRS) clear-sky measurements. The resultant time series is a unique, long-term dataset (1978–2017). To validate this long-term dataset, evaluation of the stability of the intersatellite time series is coupled with intercomparisons with independent observation platforms as available in more recent years. Eleven pairs of satellites carrying the HIRS instrument with time periods that overlap are examined. Correlation coefficients were calculated for the retrieval of each atmospheric pressure level and for each satellite pair. More than 90% of the cases examining both temperature and humidity have correlation coefficients greater than 0.7. Very high correlation is demonstrated at the surface and two meter levels for both temperature (>0.99) and specific humidity (>0.93). For the period of 2006–2017, intercomparisons are performed with four independent observations platforms: radiosonde (RS92), constellation observing system for meteorology ionosphere and climate (COSMIC), global climate observing system (GCOS) reference upper-air network (GRUAN), and infrared atmospheric sounding interferometer (IASI). Very close matching of surface and two meter temperatures over a wide domain of values is depicted in all presented intercomparisons: intersatellite matches of HIRS retrievals, HIRS vs. GRUAN, and HIRS vs. IASI.

[1]  William L. Smith,et al.  Validating IASI Temperature and Moisture Sounding Retrievals over East Asia Using Radiosonde Observations , 2012 .

[2]  Lei Shi,et al.  Algorithm Development of Temperature and Humidity Profile Retrievals for Long-Term HIRS Observations , 2016, Remote. Sens..

[3]  A. Chedin,et al.  The Improved Initialization Inversion Method: A High Resolution Physical Method for Temperature Retrievals from Satellites of the TIROS-N Series. , 1985 .

[4]  Lei Shi,et al.  HIRS channel 12 brightness temperature dataset and its correlations with major climate indices , 2013 .

[5]  Changyong Cao,et al.  Predicting Simultaneous Nadir Overpasses among Polar-Orbiting Meteorological Satellites for the Intersatellite Calibration of Radiometers , 2004 .

[6]  Lei Shi,et al.  Scene Radiance–Dependent Intersatellite Biases of HIRS Longwave Channels , 2008 .

[7]  A. Reale,et al.  NOAA operational sounding products for advanced TOVS , 2008 .

[8]  Lei Shi,et al.  Assessing the Pattern Differences between Satellite-Observed Upper Tropospheric Humidity and Total Column Water Vapor during Major El Niño Events , 2018, Remote. Sens..

[9]  Lei Shi,et al.  Natural variations of tropical width and recent trends , 2017 .

[10]  Lei Shi Intersatellite Differences of HIRS Longwave Channels Between NOAA-14 and NOAA-15 and Between NOAA-17 and METOP-A , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[11]  Lei Shi,et al.  Three decades of intersatellite‐calibrated High‐Resolution Infrared Radiation Sounder upper tropospheric water vapor , 2011 .

[12]  J. Dykema,et al.  GCOS reference upper air network (GRUAN): Steps towards assuring future climate records , 2013 .

[13]  Darren L. Jackson,et al.  Variability of tropical upper tropospheric humidity 1979–1998 , 2001 .

[14]  Gail E. Bingham,et al.  IASI temperature and water vapor retrievals – error assessment and validation , 2009 .

[15]  W. Rossow,et al.  Cloud Detection Using Satellite Measurements of Infrared and Visible Radiances for ISCCP , 1993 .

[16]  M. Matricardi,et al.  An improved fast radiative transfer model for assimilation of satellite radiance observations , 1999 .

[17]  Byung-Ju Sohn,et al.  Strengthened tropical circulations in past three decades inferred from water vapor transport , 2010 .

[18]  Eric F. Wood,et al.  Creating consistent datasets by combining remotely-sensed data and land surface model estimates through Bayesian uncertainty post-processing: The case of Land Surface Temperature from HIRS , 2015 .

[19]  W. Paul Menzel,et al.  Global Soundings of the Atmosphere from ATOVS Measurements: The Algorithm and Validation , 2000 .

[20]  Ying-Hwa Kuo,et al.  Using SI-traceable global positioning system radio occultation measurements for climate monitoring [In "State of the Climate in 2009"] , 2010 .

[21]  W. Rossow,et al.  The International Satellite Cloud Climatology Project (ISCCP) Web Site An Online Resource for Research , 2004 .

[22]  Lei Shi,et al.  An Evaluation of HIRS Near-Surface Air Temperature Product in the Arctic with SHEBA Data , 2016 .

[23]  Ralf Toumi,et al.  Observed Interannual Variability of Tropical Troposphere Relative Humidity , 2004 .

[24]  Andi Walther,et al.  The Pathfinder Atmospheres–Extended AVHRR Climate Dataset , 2014 .

[25]  Gail Bingham,et al.  Validation of the IASI temperature and water vapor profile retrievals by correlative radiosondes , 2008, Optical Engineering + Applications.

[26]  Eric F. Wood,et al.  Development and Analysis of a Long-Term, Global, Terrestrial Land Surface Temperature Dataset Based on HIRS Satellite Retrievals , 2016 .

[27]  Changyong Cao,et al.  An Improved Algorithm for the Operational Calibration of the High-Resolution Infrared Radiation Sounder , 2007 .

[28]  Lei Shi,et al.  Upper-tropospheric moistening in response to anthropogenic warming , 2014, Proceedings of the National Academy of Sciences.

[29]  Ying-Hwa Kuo,et al.  Assessment of radiosonde temperature measurements in the upper troposphere and lower stratosphere using COSMIC radio occultation data , 2009 .