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Morning-evening variation and determinants of bacterial and fungal aerosol concentration in historical objects in Krakow

机译:克拉科夫历史对象中细菌和真菌气溶胶浓度的早晚变异和决定因素

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摘要

Cultural heritage objects are very frequently visited by tourists, the presence of which is considered to affect the bacterial and fungal aerosol levels in these facilities. Therefore, this study had two main aims with the first to determine the morning/evening changes in the concentration of bacterial and fungal aerosol as well as particulate matter in the selected historical objects of Krakow: churches, crypts, libraries, and museums. The second aim was to establish the most possible factors affecting the quality of air in the examined sites using data mining techniques: principal component analysis (PCA) and cluster analysis (CA). Bacterial and fungal aerosol levels were measured in ten historical objects by six-stage Andersen impactor. Particulate matter (PM10, PM4, PM2.5 and PM1), temperature, and relative humidity (RH) were also assessed. Unlike dusts, the microbial aerosol concentrations were not always significantly lower in the morning than in the evening. For bacteria, these relationships varied depending on the site, while for fungi, the morning concentrations were mostly higher than the evening ones. Both PCA and CA indicated that the bacterial and fungal aerosol concentrations were not associated with the particulate matter levels, which might suggest different sources of those two air pollution components. Temperature and RH appear to be more important in shaping the microbial aerosol levels and fungi are more dependent on RH than bacteria.
机译:游客非常频繁访问文化遗产物体,其中存在于这些设施中的细菌和真菌气溶胶水平。因此,这项研究有两个主要目的,首先可以确定克拉科夫所选历史对象中的浓度和真菌气溶胶浓度的早晨/晚上变化以及克拉科夫的颗粒物质:教堂,隐窝,图书馆和博物馆。第二个目的是利用数据挖掘技术建立影响所检查网站中空气质量的最可能因素:主成分分析(PCA)和聚类分析(CA)。通过六阶段和氏抗冲击器在十个历史物体中测量细菌和真菌气溶胶水平。还评估了颗粒物质(PM10,PM4,PM2.5和PM1),温度和相对湿度(RH)。与粉尘不同,微生物气溶胶浓度在早上并不总是显着降低。对于细菌来说,这些关系根据现场而变化,而对于真菌来说,早晨浓度大多高于晚上的浓度。 PCA和CA都表明细菌和真菌气溶胶浓度与颗粒物质水平无关,这可能表明这两个空气污染成分的不同来源。温度和RH在塑造微生物气溶胶水平和真菌比细菌更依赖于细菌,RH温度和RH似乎更重要。

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