利用 Sentinel-5P 图像对 2022 年军事冲突期间乌克兰的空气质量进行监测

IF 2.9 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Air Quality Atmosphere and Health Pub Date : 2023-12-29 DOI:10.1007/s11869-023-01488-w
Mohammad Mehrabi, Marco Scaioni, Mattia Previtali
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引用次数: 0

摘要

由于空气污染会对人类健康造成不利影响,因此空气质量评估是一项重要任务。在发生战争等特殊事件时,这项工作的重要性更加凸显。2022 年初,乌克兰和俄罗斯之间爆发了军事冲突。与任何类似事件一样,这场战争也会对环境产生不同方面的影响。本研究的目的是利用哨兵-5P 图像和谷歌地球引擎监测乌克兰的空气质量。为此,将 2022 年的臭氧 (O3)、二氧化氮 (NO2)、甲醛 (HCHO) 和一氧化碳 (CO) 等四种气态污染物的月浓度与 2019 年和 2021 年的 "一切照旧"(BAU)时期进行了比较。本次评估的进一步统计重点是五个主要城市,即基辅、哈尔科夫、顿涅茨克、赫尔松和利沃夫。结果显示,臭氧浓度总体呈上升趋势,而二氧化氮、六氯环己烷和一氧化碳则主要呈下降趋势。不过,利沃夫的二氧化氮和六氯环己烷记录显示,与其他被视为战争前线的城市有很大差异。此外,根据应用的 t 检验,2022 年的浓度与 BAU 年的浓度之间的差异在大多数情况下都具有显著的统计学意义。总之,本研究揭示了正在进行的战争对乌克兰人类活动的明显影响,以及由此导致的空气污染变化。
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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Air quality monitoring in Ukraine during 2022 military conflict using Sentinel-5P imagery

Air quality assessment is an important task, due to the adverse effects of air pollution on human health. This importance is more highlighted when it comes to exceptional events such as war. Early 2022 witnessed the start of a military conflict between Ukraine and Russia. As with any similar event, this war influences the environment in different aspects. The objective of this study is air quality monitoring in Ukraine using Sentinel-5P imagery and Google Earth Engine. To this end, the monthly concentration of four gaseous pollutants including ozone (O3), nitrogen dioxide (NO2), formaldehyde (HCHO), and carbon monoxide (CO) in 2022 is compared to 2019 and 2021 as business-as-usual (BAU) periods. Further statistical focus of this evaluation is on five major cities, namely Kiev, Kharkiv, Donetsk, Kherson, and Lviv. According to the results, the general trend of the O3 concentration is found to be increasing, whereas NO2, HCHO, and CO follow mostly a decreasing trend. However, the records of Lviv in terms of NO2 and HCHO indicate significant discrepancies with other cities that are deemed warfronts. Moreover, based on the applied t-test, the differences between the 2022 concentrations and BAU years in most cases are statistically significant. In summary, this study revealed evident effects of the ongoing war on the anthropogenic activities in Ukraine and, consequently, changes in air pollution.

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来源期刊
Air Quality Atmosphere and Health
Air Quality Atmosphere and Health ENVIRONMENTAL SCIENCES-
CiteScore
8.80
自引率
2.00%
发文量
146
审稿时长
>12 weeks
期刊介绍: Air Quality, Atmosphere, and Health is a multidisciplinary journal which, by its very name, illustrates the broad range of work it publishes and which focuses on atmospheric consequences of human activities and their implications for human and ecological health. It offers research papers, critical literature reviews and commentaries, as well as special issues devoted to topical subjects or themes. International in scope, the journal presents papers that inform and stimulate a global readership, as the topic addressed are global in their import. Consequently, we do not encourage submission of papers involving local data that relate to local problems. Unless they demonstrate wide applicability, these are better submitted to national or regional journals. Air Quality, Atmosphere & Health addresses such topics as acid precipitation; airborne particulate matter; air quality monitoring and management; exposure assessment; risk assessment; indoor air quality; atmospheric chemistry; atmospheric modeling and prediction; air pollution climatology; climate change and air quality; air pollution measurement; atmospheric impact assessment; forest-fire emissions; atmospheric science; greenhouse gases; health and ecological effects; clean air technology; regional and global change and satellite measurements. This journal benefits a diverse audience of researchers, public health officials and policy makers addressing problems that call for solutions based in evidence from atmospheric and exposure assessment scientists, epidemiologists, and risk assessors. Publication in the journal affords the opportunity to reach beyond defined disciplinary niches to this broader readership.
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