南亚地区基于卫星大气光学数据的季节性气溶胶分类

Anum Liaqut, Isma Younes, S. Tariq
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引用次数: 0

摘要

研究了气溶胶光学特性,以探索气溶胶的区域和季节不一致性,并确定2001年至2021年整个南亚的主要类型。本研究使用了收集6.1的MODIS气溶胶产品,包括埃指数(AE)的日值和气溶胶光学深度(AOD)数据。modis衍生的aod通过使用9个地面AERONET站数据进行验证。总的来说,在两个数据集之间发现了充分的相关性。然而,在一个名为斋浦尔的地点发现了MODIS检索的高估,而在名为甘地学院和卡拉奇的两个地点发现了低估。季节评价结果表明,随着地理位置的变化,气溶胶分布在0 ~ 1.05之间。最高的AOD值来自印度-恒河平原(IGP),大部分在暖季。第二大AOD值在春、夏、秋期间覆盖南亚大片地区。除IGP外,AOD在冬季最低。气溶胶光学深度(AOD)值高的区域支持较低的埃指数(AE)值,表明暖季(春夏)IGP上空的粗气溶胶。在温和至寒冷季节(秋冬),高AOD和高AE值区域呈现细气溶胶。AOD和AE的阈值被用来对气溶胶进行分类。结果表明:由于沙尘事件的频繁发生,城市/工业气溶胶在春季和夏季占主导地位;混合型气溶胶是各季节气溶胶形成的第二大贡献者。由于秋季露天森林和农作物燃烧,生物质燃烧/烟雾气溶胶在IGP中占主导地位。清洁和海洋气溶胶对研究区域的影响很小,不明显。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Seasonal Aerosol Classification Over South Asia by Satellite based Atmospheric Optical Data
Aerosol optical characteristics have been investigated to explore regional and seasonal inconsistencies of aerosols and to define the dominant type throughout South Asia from 2001 to 2021. MODIS aerosol products from collection 6.1 have been used in present study, that comprise daily values of Angstrom exponent (AE) and aerosol optical depth (AOD) data. MODIS-derived AODs are validated by using nine ground-based AERONET station data. Overall, an adequate correlation is found among the two datasets. However, an overestimation of the MODIS retrievals is found in one site named Jaipur and underestimations are found at two sites named as Gandhi-college and Karachi. The seasonal evaluation shows that aerosol distribution found between 0 and 1.05, depending on the change in geographical location. The highest AOD value originates over the Indo-Gangetic plain (IGP), mostly throughout warm season. The second maximum AOD value covers a large area of South Asia during spring, summer and autumn. The lowest values of AOD are found in winter season excluding the IGP. A region with high aerosol optical depth (AOD) values support a low value of angstrom exponent (AE) indicating the coarse aerosol during warm seasons (spring and summer) over IGP. The region with high AOD and high AE values is showing fine aerosol during the mild to cold seasons (autumn and winter). The threshold values for AOD and AE have been used to classify aerosols. The results demonstrate that urban/industrial aerosols prominent in every season across the region dominate in spring and summer due to frequent occurrence of dust events. The mixed type aerosol is second largest contributor in aerosol formation in all seasons. The Biomass burning/smoke aerosol is dominant over IGP due to open forest and crop burning in autumn. Clean and maritime aerosol has small unnoticeable involvement in the studied region.
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