利用卫星数据对尼日利亚主要城市的空气质量进行时间评估

IF 3.8 Q2 ENVIRONMENTAL SCIENCES Atmospheric Environment: X Pub Date : 2023-10-13 DOI:10.1016/j.aeaoa.2023.100227
Khaled Mahmud , Bijoy Mitra , Mohammed Sakib Uddin , Al-Ekram Elahee Hridoy , Yusuf A. Aina , Ismaila Rimi Abubakar , Syed Masiur Rahman , Mou Leong Tan , Muhammad Muhitur Rahman
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引用次数: 0

摘要

本研究评估了尼日利亚九个城市的对流层二氧化氮(NO2)、一氧化碳(CO)、臭氧(O3)和气溶胶指数(AI)的浓度,以及不同的气象参数,包括大气温度(AT)、相对湿度(RH)和风速(WS):阿巴、贝宁、伊巴丹、卡杜纳、卡诺、拉各斯、奥尼察、哈科特港和乌穆希亚。社会经济活动对空气污染的作用也进行了调查,使用夜间光辐射作为替代措施。方差研究采用Welch的单因素方差分析检验,以评估所选对流层空气污染物的浓度动态及其与夜间光辐射的关系。CO和AI的平均浓度在卡诺最高,而O3的平均浓度最低。在研究期间,在选定污染物和夜间光线的时空转换中也观察到了类似的模式。此外,相关性分析显示,除阿巴和贝宁城市外,AT与NO2呈正相关,而所有城市的AT与CO和AI呈正相关。主成分分析(PCA)表明,O3和RH具有较强的负因子负荷,而CO、AI和AT具有较强的正因子负荷。这项研究将指导未来的研究人员,将污染水平与社会经济活动联系起来,特别是在没有永久空气质量站的情况下。
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Temporal assessment of air quality in major cities in Nigeria using satellite data

This study evaluated the concentrations of tropospheric nitrogen dioxide (NO2), carbon monoxide (CO), ozone (O3), and Aerosol Index (AI) as well as different meteorological parameters, including atmospheric temperature (AT), relative humidity (RH), and wind speed (WS) in nine Nigerian cities: Aba, Benin, Ibadan, Kaduna, Kano, Lagos, Onitsha, Port Harcourt, and Umuahia. The role of socioeconomic activities on air pollution was also investigated using nighttime light radiance as a surrogate measure. Welch's one-way ANOVA test was performed for the variance study to evaluate the concentration dynamics of the selected tropospheric air pollutants and their association with nighttime light radiance. The mean concentration of CO and AI was highest in Kano, while that of O3 was the lowest. A similar pattern was also observed in the spatiotemporal transition of the selected pollutants and the nighttime light during the study period. Further, the correlation analysis revealed that AT is positively correlated with NO2 except in Aba and Benin cities, while it is positively correlated with CO and AI for all cities. The principal component analysis (PCA) revealed that O3 and RH have strong negative factor loadings, whereas CO, AI, and AT have strong positive factor loadings. This study will guide future researchers by associating the level of pollution with socioeconomic activities, especially during the absence of permanent air quality stations.

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来源期刊
Atmospheric Environment: X
Atmospheric Environment: X Environmental Science-Environmental Science (all)
CiteScore
8.00
自引率
0.00%
发文量
47
审稿时长
12 weeks
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