1. Assessment of Dust Size Retrievals Based on AERONET: A Case Study of Radiative Closure From Visible‐Near‐Infrared to Thermal Infrared.
- Author
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Zheng, Jianyu, Zhang, Zhibo, DeSouza‐Machado, Sergio, Ryder, Claire L., Garnier, Anne, Di Biagio, Claudia, Yang, Ping, Welton, Ellsworth J., Yu, Hongbin, Barreto, Africa, and Gonzalez, Margarita Y.
- Subjects
DUST ,ATMOSPHERIC models ,REMOTE sensing ,AEROSOLS ,OPTICAL properties - Abstract
Super‐coarse dust particles (diameters >10 μm) are evidenced to be more abundant in the atmosphere than model estimates and contribute significantly to the dust climate impacts. Since super‐coarse dust accounts for less dust extinction in the visible‐to‐near‐infrared (VIS‐NIR) than in the thermal infrared (TIR) spectral regime, they are suspected to be underestimated by remote sensing instruments operates only in VIS‐NIR, including Aerosol Robotic Networks (AERONET), a widely used data set for dust model validation. In this study, we perform a radiative closure assessment using the AERONET‐retrieved size distribution in comparison with the collocated Atmospheric Infrared Sounder (AIRS) TIR observations with comprehensive uncertainty analysis. The consistently warm bias in the comparisons suggests a potential underestimation of super‐coarse dust in the AERONET retrievals due to the limited VIS‐NIR sensitivity. An extra super‐coarse mode included in the AERONET‐retrieved size distribution helps improve the TIR closure without deteriorating the retrieval accuracy in the VIS‐NIR. Plain Language Summary: Dust particles suspended in the atmosphere span a wide size range (0.001–100 μm). Notably, super‐coarse dust particles (diameter >10 μm) have been observed to be more abundant than what climate models suggest. Theoretically, these super‐coarse particles present little radiative signatures in visible to near‐infrared (VIS‐NIR) but significantly affect the thermal infrared (TIR) radiation. This study addresses the question of whether remote sensing techniques operating in the VIS‐NIR can capture these dust particles. We use side‐by‐side observations associated with a dust plume in both VIS‐NIR and TIR to assess whether the dust properties, including the size distribution, inferred by VIS‐NIR observations can generate well‐matched radiative signatures with TIR observations. We found that the simulated outgoing radiation at the top of the atmosphere in TIR using the VIS‐NIR‐inferred dust properties is greater than the observations because of not enough dust extinction, potentially led by the absence of super‐coarse dust. By introducing an extra super‐coarse mode in the size distribution, we found a better match with the TIR observation, while the dust optical properties retrieved in VIS‐NIR can be mostly conserved. Our result demonstrates the importance of combining VIS‐NIR and TIR observations to retrieve the dust size distribution. Key Points: Aerosol Robotic Networks (AERONET) dust retrievals are assessed by the thermal infrared (TIR) radiative closure study compared with the collocated AIRS observationsThe warm bias in the TIR radiative closure suggests the possibility of AERONET underestimating the super‐coarse dustAdding super‐coarse dust to the AERONET size distribution improves the TIR closure without deteriorating its inherent retrieval accuracy [ABSTRACT FROM AUTHOR]
- Published
- 2024
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