Sensitivity of infrared sea surface temperature retrievals to the vertical distribution of airborne dust aerosol

被引:14
作者
Bogdanoff, Alec S. [1 ]
Westphal, Douglas L. [2 ]
Campbell, James R. [2 ]
Cummings, James A. [2 ]
Hyer, Edward J. [2 ]
Reid, Jeffrey S. [2 ]
Clayson, Carol Anne [3 ]
机构
[1] MIT WHOI Joint Program Oceanog, Woods Hole, MA USA
[2] Naval Res Lab, Monterey, CA USA
[3] Woods Hole Oceanog Inst, Dept Phys Oceanog, Woods Hole, MA 02543 USA
关键词
Dust aerosols; Sea surface temperature; Retrieval error; Radiative transfer; Infrared remote sensing; SAHARAN DUST; RADIATIVE-TRANSFER; DATA ASSIMILATION; ATLANTIC; NORTH; ALGORITHMS; MODEL; BIAS; AERONET; IMAGERY;
D O I
10.1016/j.rse.2014.12.002
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Sea surface temperature retrievals using the Advanced Very High Resolution Radiometer are highly sensitive to cloud cover and coarse mode aerosol particles such as dust. Operationally, techniques are used to flag contaminated retrievals; however, these techniques are less precise in removing dust-contaminated values. A commonly stated metric of quality for SST daytime retrievals is 0.5 degrees C; thus dust contents that produce errors greater than this value should be of concern. Here we report on significant correlation between potential SST error and observed aerosol optical depths (AOD) that was found in the tropical region dominated by Saharan dust. Utilizing a radiative transfer model with variable dust contents and typical vertical distributions, errors greater than the desired 0.5 degrees C accuracy are observed for dust AODs as low as 0.05. Errors of over 1 degrees C occur with 0.25 AOD. Analysis of the AERONET data from Cape Verde, which includes the Saharan Air layer off the west coast of Africa, reveals that 90% of the days during the boreal summer are found to have AOD amounts that correspond to error greater than 0.5 degrees C. We found that a correction accurate within 0.25 degrees C requires a mean accuracy of 0.1 AOD and proper vertical placement of the dust layer within 250 m. While empirical SST retrievals often have some measure of climatological dust contamination built into them, this work shows that typical variability in dust loadings is a non-trivial error source against SST retrieval goals. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:1 / 13
页数:13
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