Surface Air Temperature and Humidity from Intersatellite-Calibrated HIRS Measurements in High Latitudes

High-latitude ocean surface air temperature and humidity derived from intersatellite-calibrated High-Resolution Infrared Radiation Sounder (HIRS) measurements are examined. A neural network approach is used to develop retrieval algorithms. HIRS simultaneous nadir overpass observations from high lati...

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Bibliographic Details
Published in:Journal of atmospheric and oceanic technology 2012-01, Vol.29 (1), p.3-13
Main Authors: Shi, Lei, Peng, Ge, Bates, John J
Format: Article
Language:English
Subjects:
Air temperature
Algorithms
Archives & records
Atmosphere
Bias
Buoys
Calibration
Data processing
Datasets
Drifting buoys
Errors
Heat
Humidity
I.R. radiation
Infrared radiation
Latitude
Marine
Meteorology
Neural networks
Ocean surface
Oceans
Radiation measurement
Retrieval
Satellite observation
Satellites
Sensors
Specific humidity
Studies
Surface temperature
Surface-air temperature relationships
Temperature
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Summary:High-latitude ocean surface air temperature and humidity derived from intersatellite-calibrated High-Resolution Infrared Radiation Sounder (HIRS) measurements are examined. A neural network approach is used to develop retrieval algorithms. HIRS simultaneous nadir overpass observations from high latitudes are used to intercalibrate observations from different satellites. Investigation shows that if HIRS observations were not intercalibrated, then it could lead to intersatellite biases of 1°C in the air temperature and 1–2 g kg−1 in the specific humidity for high-latitude ocean surface retrievals. Using a full year of measurements from a high-latitude moored buoy site as ground truth, the instantaneous (matched within a half-hour) root-mean-square (RMS) errors of HIRS retrievals are 1.50°C for air temperature and 0.86 g kg−1 for specific humidity. Compared to a large set of operational moored and drifting buoys in both northern and southern oceans greater than 50° latitude, the retrieval instantaneous RMS errors are within 2.6°C for air temperature and 1.4 g kg−1 for specific humidity. Compared to 5 yr of International Maritime Meteorological Archive in situ data, the HIRS specific humidity retrievals show less than 0.5 g kg−1 of differences over the majority of northern high-latitude open oceans.
ISSN:0739-0572
1520-0426
DOI:10.1175/JTECH-D-11-00024.1