Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product

We estimated the distribution of aerosol optical thickness (AOT) with a spatial resolution of 1 km over the Moscow megacity using the MAIAC aerosol product based on MODIS satellite data (Lyapustin et al., 2018) for the warm period of the year (May–September, 2001–2017). AERONET (Aerosol Robotic Netw...

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Published in:Atmospheric Measurement Techniques
Main Authors: Zhdanova, Ekaterina Y., Chubarova, Natalia Y., Lyapustin, Alexei I.
Format: Text
Language:English
Published: 2020
Subjects:
Online Access:https://doi.org/10.5194/amt-13-877-2020
https://amt.copernicus.org/articles/13/877/2020/
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spelling ftcopernicus:oai:publications.copernicus.org:amt79777 2023-05-15T13:07:09+02:00 Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product Zhdanova, Ekaterina Y. Chubarova, Natalia Y. Lyapustin, Alexei I. 2020-02-21 application/pdf https://doi.org/10.5194/amt-13-877-2020 https://amt.copernicus.org/articles/13/877/2020/ eng eng doi:10.5194/amt-13-877-2020 https://amt.copernicus.org/articles/13/877/2020/ eISSN: 1867-8548 Text 2020 ftcopernicus https://doi.org/10.5194/amt-13-877-2020 2020-07-20T16:22:24Z We estimated the distribution of aerosol optical thickness (AOT) with a spatial resolution of 1 km over the Moscow megacity using the MAIAC aerosol product based on MODIS satellite data (Lyapustin et al., 2018) for the warm period of the year (May–September, 2001–2017). AERONET (Aerosol Robotic Network)-based validation of satellite estimates near the city centre at Moscow_MSU_MO and over the Moscow suburbs at Zvenigorod revealed that MAIAC AOT at 0.47 µm is in agreement with AERONET AOT though underestimated by 0.05–0.1 for AOT<1 and overestimated for smoke conditions with AOT>1 . The MAIAC AOT biases were almost the same for the Moscow_MSU_MO and Zvenigorod AERONET sites, which indicated that the MAIAC algorithm effectively removed the effect of the bright urban surface in the city centre. For the ground-based measurements, the difference between annual median AOT at Moscow_MO_MSU and Zvenigorod ( ΔAOT ) varied within −0.002 to +0.03 , with statistically significant positive bias for most years, and an average ΔAOT was about 0.02. According to the MAIAC dataset, the ΔAOT varied within ±0.01 and was not statistically significant. The ΔAOT started decreasing recently due to intensive urban development of the territory around Zvenigorod and the decrease in pollutant emissions in Moscow, which is mainly caused by the environmental regulations. According to the MAIAC dataset, the most pronounced spatial AOT differences over the territory of Moscow were observed at the 5 % quantile level, where they reached 0.05–0.06 over several locations and could be attributed to the stationary sources of aerosol pollution, for example, large areas of construction sites, aerosol pollution from roads and highways, or agriculture activities. The differences between the maximum and the mean AOT for different quantiles, except the 95 % quantile, within the Moscow region, were about 0.02–0.04, which could be attributed to the local aerosol sources. The application of the MAIAC algorithm over the whole Moscow region has revealed a decreasing AOT trend over the centre of Moscow and an increasing trend over the “New” Moscow territory which experienced an intensive build-up and agricultural development. Text Aerosol Robotic Network Copernicus Publications: E-Journals Atmospheric Measurement Techniques 13 2 877 891
institution Open Polar
collection Copernicus Publications: E-Journals
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language English
description We estimated the distribution of aerosol optical thickness (AOT) with a spatial resolution of 1 km over the Moscow megacity using the MAIAC aerosol product based on MODIS satellite data (Lyapustin et al., 2018) for the warm period of the year (May–September, 2001–2017). AERONET (Aerosol Robotic Network)-based validation of satellite estimates near the city centre at Moscow_MSU_MO and over the Moscow suburbs at Zvenigorod revealed that MAIAC AOT at 0.47 µm is in agreement with AERONET AOT though underestimated by 0.05–0.1 for AOT<1 and overestimated for smoke conditions with AOT>1 . The MAIAC AOT biases were almost the same for the Moscow_MSU_MO and Zvenigorod AERONET sites, which indicated that the MAIAC algorithm effectively removed the effect of the bright urban surface in the city centre. For the ground-based measurements, the difference between annual median AOT at Moscow_MO_MSU and Zvenigorod ( ΔAOT ) varied within −0.002 to +0.03 , with statistically significant positive bias for most years, and an average ΔAOT was about 0.02. According to the MAIAC dataset, the ΔAOT varied within ±0.01 and was not statistically significant. The ΔAOT started decreasing recently due to intensive urban development of the territory around Zvenigorod and the decrease in pollutant emissions in Moscow, which is mainly caused by the environmental regulations. According to the MAIAC dataset, the most pronounced spatial AOT differences over the territory of Moscow were observed at the 5 % quantile level, where they reached 0.05–0.06 over several locations and could be attributed to the stationary sources of aerosol pollution, for example, large areas of construction sites, aerosol pollution from roads and highways, or agriculture activities. The differences between the maximum and the mean AOT for different quantiles, except the 95 % quantile, within the Moscow region, were about 0.02–0.04, which could be attributed to the local aerosol sources. The application of the MAIAC algorithm over the whole Moscow region has revealed a decreasing AOT trend over the centre of Moscow and an increasing trend over the “New” Moscow territory which experienced an intensive build-up and agricultural development.
format Text
author Zhdanova, Ekaterina Y.
Chubarova, Natalia Y.
Lyapustin, Alexei I.
spellingShingle Zhdanova, Ekaterina Y.
Chubarova, Natalia Y.
Lyapustin, Alexei I.
Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product
author_facet Zhdanova, Ekaterina Y.
Chubarova, Natalia Y.
Lyapustin, Alexei I.
author_sort Zhdanova, Ekaterina Y.
title Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product
title_short Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product
title_full Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product
title_fullStr Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product
title_full_unstemmed Assessment of urban aerosol pollution over the Moscow megacity by the MAIAC aerosol product
title_sort assessment of urban aerosol pollution over the moscow megacity by the maiac aerosol product
publishDate 2020
url https://doi.org/10.5194/amt-13-877-2020
https://amt.copernicus.org/articles/13/877/2020/
genre Aerosol Robotic Network
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op_source eISSN: 1867-8548
op_relation doi:10.5194/amt-13-877-2020
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