航空网
白天
气溶胶
环境科学
埃指数
大气科学
卫星
气温日变化
气象学
单次散射反照率
气候学
反照率(炼金术)
相关系数
遥感
统计
地理
数学
地质学
物理
艺术
天文
表演艺术
艺术史
作者
Xin Su,Yuhang Huang,Lunche Wang,Mengdan Cao,Liang Feng
标识
DOI:10.1016/j.atmosenv.2023.120019
摘要
The Modern-Era Retrospective analysis for Research and Applications (MERRA-2) provides a spatiotemporal seamless simulation of global aerosol properties. This study focused on evaluating its diurnal AOD accuracy and variation and the performance of multi-aerosol properties (including Ångström exponent (AE), fine mode fraction (FMF), and single scattering albedo (SSA)) using AERONET measurements. The spatial distribution patterns of MERRA-2 AOD are compared with the MODIS (daytime) and Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observation (CALIPSO, nighttime) satellite products, respectively. The results show that MERRA-2 AOD exhibits good agreement with AERONET AOD during daytime and nighttime, with a Pearson correlation coefficient (R) exceeding 0.785, and the fraction of meeting the expected error (EE) exceeding 0.705. The accuracy of daytime AOD is comparable to that of the MODIS AOD product. Furthermore, MERRA-2 AE and FMF have a higher accuracy than MODIS products, with an R > 0.840 and an RMSE of 0.313 for AE and 0.150 for FMF. And it effectively captures the diurnal variation of aerosol properties, with an R of 0.911, 0.392, and 0.72 for AOD, AE, and FMF at different times of day compared to AERONET. Additionally, MERRA-2's ability to characterize the spatial patterns of daytime and nighttime is comparable to those of satellite products. Overall, this study provides the usage references for MERRA-2 aerosol product, highlighting its high accuracy and ability to capture diurnal variation and spatial patterns.
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