Comparison of aerosol products retrieved from AERONET and MODIS over an urban area in Hanoi city, Vietnam

B. Hieu, N. Luong, N. H. Hiep, Bui Quang Trung
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引用次数: 3

Abstract

Understanding the dynamics of aerosols and associated influence on regional and global climatic conditions requires the knowledge of spatial and temporal distributions of aerosols on regional and global scales. In this study, the satellite-based MODIS AODs retrievals level 2 products from Terra (MOD04-10 km) and Aqua (MYD04-10km) satellites are inter-compared with the ground-based AERONET AODs (level 2) over Nghia Do station located in an urban area of Hanoi city, Vietnam for the period of 2010-2016. The Terra AODs showed good-match with the ground-based AODs measurements (slope = 0.830, intercept = 0.099, RMSE = 0.260, R2 = 0.673, and RMB = 0.970). However, the Aqua AODs expressed systematically the underestimation of AERONET AODs (slope = 0.556, intercept = 0.184, RMSE = 0.390, R2 = 0.408, and RMB = 0.810). All MODIS AODs indicates the moderate correlation with AERONET AODs (slope = 0.683, intercept = 0.147, RMSE = 0.330, R2 = 0.520, and RMB = 0.890). Although MODIS AODs follow well the monthly variations of AERONET AODs, the relatively high discrepancy between MODIS and AERONET AODs can be observed during the winter months. Keywords: aerosol products; MODIS AODs; AERONET AODs; inter-comparison.
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越南河内市市区上空AERONET和MODIS获取的气溶胶产品的比较
要了解气溶胶的动力学及其对区域和全球气候条件的相关影响,就需要了解气溶胶在区域和全球尺度上的时空分布。本研究利用Terra (MOD04-10 km)和Aqua (MYD04-10km)卫星反演的2级MODIS AODs与2010-2016年越南河内市市区Nghia Do站地面反演的2级AERONET AODs进行对比。地形aod值与地面aod值吻合较好(斜率= 0.830,截距= 0.099,RMSE = 0.260, R2 = 0.673, RMB = 0.970)。而Aqua aod系统地表达了AERONET aod的低估(斜率= 0.556,截距= 0.184,RMSE = 0.390, R2 = 0.408, RMB = 0.810)。MODIS aod均与AERONET aod呈中等相关性(斜率= 0.683,截距= 0.147,RMSE = 0.330, R2 = 0.520, RMB = 0.890)。MODIS AODs与AERONET AODs的逐月变化基本一致,但冬季MODIS AODs与AERONET AODs差异较大。关键词:气溶胶产品;MODIS气溶胶;AERONET大气气溶胶;进行对比。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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