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挖掘地衣与空气质量之间的关联规则以支持尼日利亚的城市空气质量监测。

Mining association rules between lichens and air quality to support urban air quality monitoring in Nigeria.

作者信息

Lawal Olanrewaju, Ogugbue Chimezie Jason, Imam Tijjani Sabiu

机构信息

Department of Geography and Environmental Management, University of Port Harcourt, Port Harcourt, Nigeria.

Department of Microbiology, University of Port Harcourt, Port Harcourt, Nigeria.

出版信息

Heliyon. 2023 Jan 19;9(1):e13073. doi: 10.1016/j.heliyon.2023.e13073. eCollection 2023 Jan.

Abstract

Urban environments represent the most intense human-environment interaction. This interaction can result in negative outcomes like air pollution and its health implications. There is a significant data deficit in air quality monitoring across many developing nations, which prevents effective policies and measures from being taken to promote the accomplishment of sustainable development. Around the world, lichens have been used to track environmental changes due to their sensitivity to changes and concentration of atmospheric pollutants. This study investigated the relationships between lichen and air quality across some Nigerian cities. Lichen surveys were conducted in four cities. At various periods during the day, NO, SO, PM, and PM levels were measured. Association rule mining was carried out to investigate the relationship between lichen found and air quality categories. Results showed that the most prevalent lichen Genera are in Abuja and Kano, in Lagos, and in Port Harcourt. Out of the 40 rules found from the rule mining, 17 are important (lift values ≥ 1.1), capturing six of the fourteen lichen genera identified in the field. The findings indicated that there are important relationships between lichens and air quality indices, suggesting that some lichen species in Nigeria may serve as indicators of long-term air quality. To develop a network of urban environmental quality bioindicators across Nigerian cities, surveying and transplanting are advised. The use of lichen for air quality monitoring can provide information for sustainable management of air quality and environmental quality in Nigeria.

摘要

城市环境代表了最强烈的人类与环境的相互作用。这种相互作用可能导致空气污染及其对健康的影响等负面结果。许多发展中国家在空气质量监测方面存在严重的数据不足,这阻碍了采取有效的政策和措施来促进可持续发展目标的实现。在世界各地,地衣因其对大气污染物变化和浓度的敏感性而被用于追踪环境变化。本研究调查了尼日利亚一些城市中地衣与空气质量之间的关系。在四个城市进行了地衣调查。在一天中的不同时间段,测量了一氧化氮、二氧化硫、细颗粒物和可吸入颗粒物的水平。进行了关联规则挖掘,以研究发现的地衣与空气质量类别之间的关系。结果表明,最常见的地衣属在阿布贾和卡诺,在拉各斯,在哈科特港。在从规则挖掘中发现的40条规则中,17条是重要的(提升值≥1.1),涵盖了实地鉴定出的14种地衣属中的6种。研究结果表明,地衣与空气质量指数之间存在重要关系,这表明尼日利亚的一些地衣物种可能作为长期空气质量的指标。为了在尼日利亚各城市建立城市环境质量生物指标网络,建议进行调查和移植。利用地衣进行空气质量监测可为尼日利亚空气质量和环境质量的可持续管理提供信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e9ad/9898642/c3160b1e7fac/gr1.jpg

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