Exploring MERRA-2 global meteorological and aerosol reanalyses for improved SST retrieval

Brasnett, 2016, Assimilating retrievals of sea surface temperature from VIIRS and AMSR2, J. Atmos. Ocean. Technol., 33, 361, 10.1175/JTECH-D-15-0093.1 Buchard, 2017, The MERRA-2 aerosol reanalysis, 1980 onward. Part II: evaluation and case studies, J. Clim., 30, 6851, 10.1175/JCLI-D-16-0613.1 Dash, 2010, The SST quality monitor (SQUAM), J. Atmos. Ocean. Technol., 27, 1899, 10.1175/2010JTECHO756.1 Diaz, 2001, Relationship between errors in AVHRR-derived sea surface temperature and the TOMS aerosol index, Geophys. Res. Lett., 28, 1989, 10.1029/2000GL012446 Gelaro, 2017, The modern-era retrospective analysis for research and applications, version 2 (MERRA-2), J. Clim., 30, 5419, 10.1175/JCLI-D-16-0758.1 Good, 2012, An infrared desert dust index for the along-track scanning radiometers, Remote Sens. Environ., 116, 159, 10.1016/j.rse.2010.06.016 Griggs, 1985, A method to correct satellite measurements of sea surface temperature for the effects of atmospheric aerosols, J. Geophys. Res., 90, 12951, 10.1029/JD090iD07p12951 Hess, 1998, Optical properties of aerosols and clouds: the software package OPAC, Bull. Am. Meteorol. Soc., 79, 831, 10.1175/1520-0477(1998)079<0831:OPOAAC>2.0.CO;2 Ignatov, 2016, AVHRR GAC SST reanalysis version 1 (RAN1), Remote Sens., 8, 315, 10.3390/rs8040315 Le Borgne, 2013, Night time detection of Saharan dust using infrared window channels: application to NPP/VIIRS, Remote Sens. Environ., 137, 264, 10.1016/j.rse.2013.06.001 Liang, 2011, Monitoring of IR clear-sky radiances over oceans for SST (MICROS), J. Atmos. Ocean. Technol., 28, 10.1175/JTECH-D-10-05023.1 Liang, 2009, Implementation of the community radiative transfer model in advanced clear-sky processor for oceans and validation against nighttime AVHRR radiances, J. Geophys. Res., 114, 10.1029/2008JD010960 Liang, 2017, Monitoring of VIIRS ocean clear-sky brightness temperatures against CRTM simulations in ICVS for TEB/M bands, vol. 10402, 104021S May, 1992, A correction for Saharan dust effects on satellite sea surface temperature measurements, J. Geophys. Res., 97, 3611, 10.1029/91JC02987 McMillin, 1975, Estimation of sea surface temperatures from two infrared window measurements with different absorption, J. Geophys. Res., 80, 5113, 10.1029/JC080i036p05113 McMillin, 1984, Theory and validation of the multiple window sea surface temperature technique, J. Geophys. Res., 89, 3655, 10.1029/JC089iC03p03655 Merchant, 1999, Toward the elimination of bias in satellite retrievals of sea surface temperature: 1. Theory, modeling and interalgorithm comparison, J. Geophys. Res., 104, 23565, 10.1029/1999JC900105 Merchant, 2006, Saharan dust in night-time thermal imagery: detection and reduction of related biases in retrieved sea surface temperature, Remote Sens. Environ., 104, 15, 10.1016/j.rse.2006.03.007 Merchant, 2009, Retrieval characteristics of non-linear SST from AVHRR, Geophys. Res. Lett., 36 Nalli, 2002, Aerosol correction for remotely sensed sea surface temperatures from the National Oceanic and Atmospheric Administration advanced very high resolution radiometer, J. Geophys. Res., 107, 3172, 10.1029/2001JC001162 Petrenko, 2014, Evaluation and selection of SST regression algorithms for JPSS VIIRS, J. Geophys. Res., 119, 4580, 10.1002/2013JD020637 Petrenko, 2016, Sensor-specific error statistics for SST in the advanced clear-sky processor for oceans, J. Atmos. Ocean. Technol., 33, 345, 10.1175/JTECH-D-15-0166.1 Pierangelo, 2004, Dust altitude and infrared optical depth from AIRS, Atmos. Chem. Phys., 4, 1813, 10.5194/acp-4-1813-2004 Prabhakara, 1974, Estimation of sea surface temperature from remote sensing in the 11- to 13-μm window region, J. Geophys. Res., 79, 5039, 10.1029/JC079i033p05039 Reynolds, 1993, Impact of Mount Pinatubo aerosols on satellite-derived sea surface temperatures, J. Clim., 6, 768, 10.1175/1520-0442(1993)006<0768:IOMPAO>2.0.CO;2 Saha, 2012, Selecting a first-guess sea surface temperature field as input to forward radiative transfer models, J. Geophys. Res., 117, 10.1029/2012JC008384 Saunders, 1999, An improved fast radiative transfer model for assimilation of satellite radiance observations, Q. J. R. Meteorol. Soc., 125, 1407, 10.1002/qj.1999.49712555615 Xi, 2012, Impact of Asian dust aerosol and surface albedo on photosynthetically active radiation and surface radiative balance in dryland ecosystems, Adv. Meteorol., 2012, 10.1155/2012/276207 Xi, 2015, Dust interannual variability and trend in Central Asia from 2000 to 2014 and their climatic linkages, J. Geophys. Res., 120, 12,175, 10.1002/2015JD024092 Xi, 2016, Quantifying the anthropogenic dust emission from agricultural land use and desiccation of the Aral Sea in Central Asia, J. Geophys. Res., 121, 12,270, 10.1002/2016JD025556 Yang, 2007, Modeling of the scattering and radiative properties of nonspherical dust-like aerosols, J. Aerosol Sci., 38, 995, 10.1016/j.jaerosci.2007.07.001