School of Geoscience and Info-Physics, Central South University, Changsha, China.
Sci Rep. 2020 Nov 30;10(1):20884. doi: 10.1038/s41598-020-77948-5.
Advanced Himawari imager (AHI) carried on the new-generation geostationary meteorological Himawari-8 satellite of Japan has been generating aerosol observations with a high temporal resolution since 7 July 2015. However, the previous studies lack a comprehensive quality assessment and spatial coverage analysis of AHI hourly aerosol products (level 3 version 3.0) across the full disk scan. The monitoring accuracy of different AHI aerosol products (AOD and AOD) and a simple customized product (AOD) was evaluated against Aerosol Robotic Network (AERONET) and Maritime Aerosol Network (MAN) observations from May 2016 to February 2019 in this study. Results showed that AHI AOD demonstrates a better agreement to AERONET AOD measurements than AOD and AOD over land (R = 0.81, bias = - 0.011) and all the AHI land retrievals present a significant regional performance differences, while the relatively better performance is observed in AOD over the coastal regions (R = 0.89, bias = 0.053). Over ocean, AHI exhibited overall overestimation in retrieving AOD against MAN observations and the relatively lower uncertainties were found in AOD retrievals (R = 0.96, bias = 0.057). The hourly comparisons in different AHI products demonstrated a robust performance in the late afternoon (16:00-17:00 LT) over land and around the noon (10:00-13:00 LT) over coast. AHI AOD products indicated an obvious underestimation when compared to MODIS AOD retrievals over both land and ocean. Furthermore, the performance differences of AHI AOD products have also affected by the vegetation cover, pollution levels and relative humidity. For spatiotemporal coverage, the results of different AHI products demonstrated that AOD can achieve relatively higher coverage than AOD and AOD, and AHI retrievals present significant regional differences in coverage capability.
自 2015 年 7 月 7 日以来,日本新一代静止气象卫星 Himawari-8 上搭载的先进 Himawari 成像仪(AHI)一直以高时间分辨率生成气溶胶观测数据。然而,之前的研究缺乏对整个圆盘扫描的 AHI 每小时气溶胶产品(级别 3 版本 3.0)的全面质量评估和空间覆盖范围分析。本研究利用 2016 年 5 月至 2019 年 2 月期间的气溶胶机器人网络(AERONET)和海上气溶胶网络(MAN)观测数据,评估了不同 AHI 气溶胶产品(AOD 和 AOD)和简单定制产品(AOD)的监测精度。结果表明,AHI AOD 与 AERONET AOD 测量值的一致性优于 AOD 和 AOD(陆地:R=0.81,偏差=-0.011),所有 AHI 陆地反演结果均表现出显著的区域性能差异,而在沿海地区 AOD 表现出相对较好的性能(R=0.89,偏差=0.053)。在海洋上,AHI 在反演 MAN 观测的 AOD 时总体上存在高估,并且在 AOD 反演中发现相对较低的不确定性(R=0.96,偏差=0.057)。不同 AHI 产品的每小时比较表明,在陆地的傍晚(16:00-17:00 LT)和沿海的中午(10:00-13:00 LT)表现出稳健的性能。与陆地和海洋上的 MODIS AOD 反演结果相比,AHI AOD 产品明显低估。此外,AHI AOD 产品的性能差异也受到植被覆盖、污染水平和相对湿度的影响。在时空覆盖范围方面,不同 AHI 产品的结果表明,AOD 比 AOD 和 AOD 具有更高的覆盖率,并且 AHI 反演结果在覆盖率能力方面表现出显著的区域差异。