Infrared satellite-derived sea surface skin temperature sensitivity to aerosol vertical distribution ̶ Field data analysis and model simulations

• Published in: Remote sensing of environment Vol. 252; p. 112151
• Main Authors: Luo, Bingkun, Minnett, Peter J., Nalli, Nicholas R.
• Format: Journal Article
• Language: English
• Published: New York Elsevier Inc 01.01.2021; Elsevier BV
• Subjects: Aerosol concentrations; Aerosol effects; Aerosol vertical distribution; Aerosols; Altitude; Altitude effects; Atmospheric temperature; Data analysis; Dust; Infrared spectrometers; Meteorological satellites; MODIS; Optical analysis; Optical thickness; Radiative transfer; Radiosondes; Satellites; Sea surface temperature; Ships; Simulation; Skin temperature; Spectrometers; Spectroradiometers; Surface temperature; Vertical distribution; Water vapor
• ISSN: 0034-4257; 1879-0704
• DOI: 10.1016/j.rse.2020.112151

Sea surface temperature is an Essential Climate Variable. The radiative impact of mineral dust is one of the major contributors to inaccuracies in the satellite-retrieved sea surface skin temperature (SSTskin). Different aerosol dust vertical distributions have varying effects on the satellite-derived SSTskin. To further investigate the physical mechanisms of aerosol effects on Terra MODerate-resolution Imaging Spectroradiometers (MODIS) derived SSTskin, the aerosol radiative effects were studied with a field-data match-up analysis and radiative transfer simulations. The field data are measurements of the SSTskin derived from highly accurate ship-based infrared spectrometers vertical atmospheric temperature and water vapor radiosonde profiles. The aerosol dust concentrations in three-dimensions from the NASA Modern-Era Retrospective analysis for Research and Applications, Version 2 have been used as input to radiative transfer simulations. Based on the analysis of field data and simulations, we have empirically determined that the sensitivity of the Terra MODIS retrieved SSTskin accuracies is related to 1) dust concentration in the atmosphere, 2) the dust layer altitude, and 3) the dust layer temperature. As the aerosol altitude increases, the effect on the SSTskin retrievals becomes more negative in proportion to the temperature contrast with the sea surface. SSTskin differences, satellite-derived - surface measurements, for a given aerosol layer optical depth vary between −3 K and 1 K according to our match-up comparisons and radiative transfer simulations. •Validation of TERRA MODIS derived Sea-Surface Skin Temperatures (SSTskin)•SSTskin error's sensitivity to aerosol vertical distribution•Using independent in situ data analysis and model simulations