Analysis and Variation of the Maiac Aerosol Optical Depth in Underexplored Urbanized Area of National Capital Region, India

Abstract Aerosol monitoring is the emerging application field of satellite remote sensing. As a satellite-based indicator of aerosol concentration, aerosol optical depth (AOD) can aid in assessing the crucial effects of aerosols on the global environment. Among various satellite-based aerosol produc...

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Published in:Journal of Landscape Ecology
Main Authors: Sharma, Vipasha, Ghosh, Swagata, Kumari, Maya, Taloor, Ajay Kumar, Singh, Sultan, Arola, Antti, Devara, Panuganti C. S.
Format: Article in Journal/Newspaper
Language:English
Published: Walter de Gruyter GmbH 2022
Subjects:
Online Access:http://dx.doi.org/10.2478/jlecol-2022-0019
https://www.sciendo.com/pdf/10.2478/jlecol-2022-0019
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spelling crdegruyter:10.2478/jlecol-2022-0019 2024-05-19T07:27:33+00:00 Analysis and Variation of the Maiac Aerosol Optical Depth in Underexplored Urbanized Area of National Capital Region, India Sharma, Vipasha Ghosh, Swagata Kumari, Maya Taloor, Ajay Kumar Singh, Sultan Arola, Antti Devara, Panuganti C. S. 2022 http://dx.doi.org/10.2478/jlecol-2022-0019 https://www.sciendo.com/pdf/10.2478/jlecol-2022-0019 en eng Walter de Gruyter GmbH http://creativecommons.org/licenses/by-nc-nd/4.0 Journal of Landscape Ecology volume 15, issue 3, page 82-101 ISSN 1805-4196 journal-article 2022 crdegruyter https://doi.org/10.2478/jlecol-2022-0019 2024-05-02T06:51:39Z Abstract Aerosol monitoring is the emerging application field of satellite remote sensing. As a satellite-based indicator of aerosol concentration, aerosol optical depth (AOD) can aid in assessing the crucial effects of aerosols on the global environment. Among various satellite-based aerosol product, Moderate Resolution Imaging Spectroradiometer (MODIS) Collection 6 (C6), Multiangle Implementation of Atmospheric Correction (MAIAC) aerosol product (1 km resolution) has still untapped potential in Indian regions. Considering the importance of regional validation of such high-resolution aerosol product, the present study attempts to fill this gap by validating MAIAC aerosol estimates (AODMAIAC) in highly polluted districts (Faridabad, Ghaziabad, Gautam Budh Nagar, Gurugram) of National Capital Region (NCR) with heavy aerosol loading using limited AErosol RObotic NETwork (AERONET) observations obtained from AERONET sites at Amity University (AU) and Gual Pahari (GP). Such evaluation of satellite-retrieved aerosol product with ground data confirms its practicality based on retrieval errors (Expected Error (EE) values (EE = 0.05 + 15 %*AOD) (EE: 78.85 % at AU, 73.58 % at GP), root mean square error (RMSE) values (RMSE: 0.15 at AU, 0.24 at GP), and correlation coefficient (R) values (R: 0.86 at AU, 0.73 at GP). The seasonal variation in AOD over the study area from 2010-2019 reveals increasing trend of AOD in the monsoon and post-monsoon season due to natural and anthropogenic factors. In addition to contributing to a holistic assessment of MAIAC aerosol estimates as a recent, high-resolution aerosol product, present results provide a basis for further research into NCR aerosols. Article in Journal/Newspaper Aerosol Robotic Network De Gruyter Journal of Landscape Ecology 15 3 82 101
institution Open Polar
collection De Gruyter
op_collection_id crdegruyter
language English
description Abstract Aerosol monitoring is the emerging application field of satellite remote sensing. As a satellite-based indicator of aerosol concentration, aerosol optical depth (AOD) can aid in assessing the crucial effects of aerosols on the global environment. Among various satellite-based aerosol product, Moderate Resolution Imaging Spectroradiometer (MODIS) Collection 6 (C6), Multiangle Implementation of Atmospheric Correction (MAIAC) aerosol product (1 km resolution) has still untapped potential in Indian regions. Considering the importance of regional validation of such high-resolution aerosol product, the present study attempts to fill this gap by validating MAIAC aerosol estimates (AODMAIAC) in highly polluted districts (Faridabad, Ghaziabad, Gautam Budh Nagar, Gurugram) of National Capital Region (NCR) with heavy aerosol loading using limited AErosol RObotic NETwork (AERONET) observations obtained from AERONET sites at Amity University (AU) and Gual Pahari (GP). Such evaluation of satellite-retrieved aerosol product with ground data confirms its practicality based on retrieval errors (Expected Error (EE) values (EE = 0.05 + 15 %*AOD) (EE: 78.85 % at AU, 73.58 % at GP), root mean square error (RMSE) values (RMSE: 0.15 at AU, 0.24 at GP), and correlation coefficient (R) values (R: 0.86 at AU, 0.73 at GP). The seasonal variation in AOD over the study area from 2010-2019 reveals increasing trend of AOD in the monsoon and post-monsoon season due to natural and anthropogenic factors. In addition to contributing to a holistic assessment of MAIAC aerosol estimates as a recent, high-resolution aerosol product, present results provide a basis for further research into NCR aerosols.
format Article in Journal/Newspaper
author Sharma, Vipasha
Ghosh, Swagata
Kumari, Maya
Taloor, Ajay Kumar
Singh, Sultan
Arola, Antti
Devara, Panuganti C. S.
spellingShingle Sharma, Vipasha
Ghosh, Swagata
Kumari, Maya
Taloor, Ajay Kumar
Singh, Sultan
Arola, Antti
Devara, Panuganti C. S.
Analysis and Variation of the Maiac Aerosol Optical Depth in Underexplored Urbanized Area of National Capital Region, India
author_facet Sharma, Vipasha
Ghosh, Swagata
Kumari, Maya
Taloor, Ajay Kumar
Singh, Sultan
Arola, Antti
Devara, Panuganti C. S.
author_sort Sharma, Vipasha
title Analysis and Variation of the Maiac Aerosol Optical Depth in Underexplored Urbanized Area of National Capital Region, India
title_short Analysis and Variation of the Maiac Aerosol Optical Depth in Underexplored Urbanized Area of National Capital Region, India
title_full Analysis and Variation of the Maiac Aerosol Optical Depth in Underexplored Urbanized Area of National Capital Region, India
title_fullStr Analysis and Variation of the Maiac Aerosol Optical Depth in Underexplored Urbanized Area of National Capital Region, India
title_full_unstemmed Analysis and Variation of the Maiac Aerosol Optical Depth in Underexplored Urbanized Area of National Capital Region, India
title_sort analysis and variation of the maiac aerosol optical depth in underexplored urbanized area of national capital region, india
publisher Walter de Gruyter GmbH
publishDate 2022
url http://dx.doi.org/10.2478/jlecol-2022-0019
https://www.sciendo.com/pdf/10.2478/jlecol-2022-0019
genre Aerosol Robotic Network
genre_facet Aerosol Robotic Network
op_source Journal of Landscape Ecology
volume 15, issue 3, page 82-101
ISSN 1805-4196
op_rights http://creativecommons.org/licenses/by-nc-nd/4.0
op_doi https://doi.org/10.2478/jlecol-2022-0019
container_title Journal of Landscape Ecology
container_volume 15
container_issue 3
container_start_page 82
op_container_end_page 101
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