Investigation of COVID-19 Impact on Aerosol Optical Depth Over Malaysia and Indonesia

Q3 Environmental Science Ekologia Bratislava Pub Date : 2023-03-01 DOI:10.2478/eko-2023-0001
A. Amin, A. Mardiah, M. Adida, M. Munirah, H. Iskandar
{"title":"Investigation of COVID-19 Impact on Aerosol Optical Depth Over Malaysia and Indonesia","authors":"A. Amin, A. Mardiah, M. Adida, M. Munirah, H. Iskandar","doi":"10.2478/eko-2023-0001","DOIUrl":null,"url":null,"abstract":"Abstract Lockdown or movement control order (MCO) was implemented all over the world, including Malaysia and Indonesia, during the coronavirus disease 2019 (COVID-19) pandemic. During the lockdown period, human activities were restricted. The restriction led to the reduction of human-made particulate matter released to the atmosphere. One of the indicators that could be used to estimate the concentration of particulate matter in the atmosphere is aerosol optical depth (AOD). The aim of this study is to investigate the variation in AOD level over the Malaysia and Indonesia region during this restriction period. This study has utilized monthly and daily Moderate Resolution Imaging Spectroradiometer (MODIS) Terra AOD product that can be accessed through National Aeronautics and Space Administration (NASA)’s Geospatial Interactive Online Visualization and Analysis Infrastructure (GIOVANNI) system. The developed long-term time-averaged map showed a high AOD level over Sumatera and South Kalimantan, with the maximum value being 0.4. The comparison among during, pre- and post-lockdown periods showed a reduction in the AOD level. The maximum AOD level decreased to 0.3 during the lockdown period compared to 0.4 in the pre- (2019) and post-lockdown periods (2021 and 2022). Average monthly time series showed no spike in the AOD level in 2020 and 2021. Hovmöller diagram showed low AOD throughout the latitude and longitude during lockdown compared to the pre- and post-lockdown periods. Analyses of the yearly AOD level showed reduction in the AOD level from +11.31% in 2019 to −18.17% and −18.01% in 2020 and 2021, respectively. The result also showed that the average daily AOD percentage during the lockdown period in 2020 had decreased to −5.34% from −3.18% in 2019 and had increased to +1.26 in 2021.","PeriodicalId":53683,"journal":{"name":"Ekologia Bratislava","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ekologia Bratislava","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2478/eko-2023-0001","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Environmental Science","Score":null,"Total":0}
引用次数: 0

Abstract

Abstract Lockdown or movement control order (MCO) was implemented all over the world, including Malaysia and Indonesia, during the coronavirus disease 2019 (COVID-19) pandemic. During the lockdown period, human activities were restricted. The restriction led to the reduction of human-made particulate matter released to the atmosphere. One of the indicators that could be used to estimate the concentration of particulate matter in the atmosphere is aerosol optical depth (AOD). The aim of this study is to investigate the variation in AOD level over the Malaysia and Indonesia region during this restriction period. This study has utilized monthly and daily Moderate Resolution Imaging Spectroradiometer (MODIS) Terra AOD product that can be accessed through National Aeronautics and Space Administration (NASA)’s Geospatial Interactive Online Visualization and Analysis Infrastructure (GIOVANNI) system. The developed long-term time-averaged map showed a high AOD level over Sumatera and South Kalimantan, with the maximum value being 0.4. The comparison among during, pre- and post-lockdown periods showed a reduction in the AOD level. The maximum AOD level decreased to 0.3 during the lockdown period compared to 0.4 in the pre- (2019) and post-lockdown periods (2021 and 2022). Average monthly time series showed no spike in the AOD level in 2020 and 2021. Hovmöller diagram showed low AOD throughout the latitude and longitude during lockdown compared to the pre- and post-lockdown periods. Analyses of the yearly AOD level showed reduction in the AOD level from +11.31% in 2019 to −18.17% and −18.01% in 2020 and 2021, respectively. The result also showed that the average daily AOD percentage during the lockdown period in 2020 had decreased to −5.34% from −3.18% in 2019 and had increased to +1.26 in 2021.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
COVID-19对马来西亚和印度尼西亚气溶胶光学深度影响的调查
摘要2019冠状病毒病(新冠肺炎)大流行期间,包括马来西亚和印度尼西亚在内的世界各地都实施了封锁或行动控制令(MCO)。在封锁期间,人类活动受到限制。这一限制导致释放到大气中的人造颗粒物减少。气溶胶光学深度(AOD)是可以用来估计大气中颗粒物浓度的指标之一。本研究的目的是调查在这一限制期内马来西亚和印度尼西亚地区AOD水平的变化。本研究利用了每月和每日的中分辨率成像光谱仪Terra AOD产品,该产品可通过美国国家航空航天局(NASA)的地理空间交互式在线可视化和分析基础设施(GIOVANI)系统访问。开发的长期时间平均图显示,苏门答腊岛和南加里曼丹岛上空的AOD水平很高,最大值为0.4。封锁期间、封锁前和封锁后的比较显示,AOD水平有所下降。封锁期间的最大AOD水平降至0.3,而封锁前(2019年)和封锁后(2021年和2022年)为0.4。2020年和2021年,平均月时间序列显示AOD水平没有飙升。Hovmöller图显示,与封锁前后相比,封锁期间整个纬度和经度的AOD较低。对年度AOD水平的分析显示,AOD水平从2019年的+111.31%下降到2020年和2021年的-18.17%和-18.01%。结果还显示,2020年封锁期间的日均AOD百分比已从2019年的−3.18%降至−5.34%,2021年增至+1.26。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Ekologia Bratislava
Ekologia Bratislava Environmental Science-Ecology
CiteScore
1.80
自引率
0.00%
发文量
30
审稿时长
10 weeks
期刊介绍: The Journal Ecology (Bratislava) places the main emphasis on papers dealing with complex characteristics of ecosystems. Treated are not only general, theoretical and methodological but also particular practical problems of landscape preservation and planning. The ecological problems of the biosphere are divided into four topics: ecology of populations: study of plant and animal populations as basic components of ecosystems, ecosystem studies: structure, processes, dynamics and functioning of ecosystems and their mathematical modelling, landscape ecology: theoretical and methodical aspects, complex ecological investigation of territorial entities and ecological optimization of landscape utilization,
期刊最新文献
Relationship between variations in ecological conditions and the dynamics of intra-specific morphological diversity of Artemisia herba-alba Asso in Algeria Spatial assessment of nighttime anthropization in the Comoé National Park in Côte d’Ivoira (West Africa) Content of photosynthetic pigments in Phragmites communis (Cav.) Trin. ex Steud., Salvinia natans L. (All.), Utricularia vulgaris L. and Ceratophyllum demersum L. during the season in the area of the Bardača pond (Republika Srpska) Diversity and ecology of terrestrial gastropods of the Kabylia region (northern Algeria) Development of flower meadows in an urbanized environment
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1