- Zheng, Jianyu;
- Zhang, Zhibo;
- Yu, Hongbin;
- Garnier, Anne;
- Song, Qianqian;
- Wang, Chenxi;
- Di Biagio, Claudia;
- Kok, Jasper F;
- Derimian, Yevgeny;
- Ryder, Claire
Abstract. In this study, we developed a novel algorithm based on the collocated
Moderate Resolution Imaging Spectroradiometer (MODIS) thermal infrared (TIR)
observations and dust vertical profiles from the Cloud–Aerosol Lidar with
Orthogonal Polarization (CALIOP) to simultaneously retrieve dust aerosol
optical depth at 10 µm (DAOD10 µm) and the coarse-mode dust
effective diameter (Deff) over global oceans. The accuracy of the
Deff retrieval is assessed by comparing the dust lognormal volume
particle size distribution (PSD) corresponding to retrieved Deff with
the in situ-measured dust PSDs from the AERosol Properties – Dust
(AER-D), Saharan Mineral Dust Experiment (SAMUM-2), and Saharan Aerosol Long-Range Transport and Aerosol–Cloud-Interaction
Experiment (SALTRACE) field
campaigns through case studies. The new DAOD10 µm retrievals were
evaluated first through comparisons with the collocated DAOD10.6 µm
retrieved from the combined Imaging Infrared Radiometer (IIR) and CALIOP
observations from our previous study (Zheng et al., 2022). The pixel-to-pixel
comparison of the two DAOD retrievals indicates a good agreement
(R∼0.7) and a significant reduction in (∼50 %) retrieval uncertainties largely thanks to the better constraint on
dust size. In a climatological comparison, the seasonal and regional
(2∘×5∘) mean DAOD10 µm retrievals based
on our combined MODIS and CALIOP method are in good agreement with the two
independent Infrared Atmospheric Sounding Interferometer (IASI) products
over three dust transport regions (i.e., North Atlantic (NA; R=0.9),
Indian Ocean (IO; R=0.8) and North Pacific (NP; R=0.7)). Using the new retrievals from 2013 to 2017, we performed a climatological
analysis of coarse-mode dust Deff over global oceans. We found that
dust Deff over IO and NP is up to 20 % smaller than that over NA.
Over NA in summer, we found a ∼50 % reduction in the number
of retrievals with Deff>5 µm from 15 to
35∘ W and a stable trend of Deff average at 4.4 µm from
35∘ W throughout the Caribbean Sea (90∘ W). Over NP in
spring, only ∼5 % of retrieved pixels with Deff>5 µm are found from 150 to 180∘ E, while
the mean Deff remains stable at 4.0 µm throughout eastern NP. To the best of our knowledge, this study is the first to retrieve both DAOD and
coarse-mode dust particle size over global oceans for multiple years. This
retrieval dataset provides insightful information for evaluating dust
longwave radiative effects and coarse-mode dust particle size in models.