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Low-Cost Monitoring of Airborne Heavy Metals Using Lichen Bioindicators: Insights from Opole, Southern Poland

dc.contributor.authorBahinskyi, Liubomyr
dc.contributor.authorŚwisłowski, Paweł
dc.contributor.authorIsinkaralar, Oznur
dc.contributor.authorIsinkaralar, Kaan
dc.contributor.authorRajfur, Małgorzata
dc.date.accessioned2026-01-04T21:58:53Z
dc.date.issued2025-05-12
dc.description.abstractThe assessment of air pollution is an important and relevant issue that requires continuous monitoring and control, especially in urban spaces. However, using instrumental air quality measurement techniques and deploying meters throughout the city is extremely expensive, so a biological alternative can be used—a bioindicator, i.e., a species whose vital functions or morphological structure can reveal the qualitative state of the environment. In this work, the lichen Hypogymnia physodes L. was used to analyze air pollution in areas of the provincial city of Opole, southern Poland. Microscope and chemotaxonomy methods were used in the laboratory to confirm field identification of lichens (atlases and keys). The selected elements, Mn, Fe, Ni, Cu, Zn, Cd, and Pb, were determined using atomic absorption spectrometry, and direct mercury analyzer was used to analyzed Hg concentration. Factor analysis (FA) was performed to associate elements with possible sources of air pollution. The highest concentrations of analytes were found at measurement points close to railway roads (Fe = 5131 mg/kg) and streets with heavy traffic (Pb = 101 mg/kg). Statistically significant differences (p < 0.001) were found between the concentrations of individual elements, which have positive correlation coefficients higher than 0.65. Based on the research carried out, different anthropogenic and traffic-related activities can be considered as one of the main sources of air pollution in Opole City based on the results of FA. Using an additional lichen scale, it can be concluded that the areas surveyed in the town of Opole can be classified as zone IV—characterized by an increase in the number of leaf lichens (additionally co-occurring lichens of the Polycauliona candelaria species), i.e., an area with an average level of air pollution (based also on contamination factor [CF] and pollution load index [PLI]). Accumulation concentrations of heavy metals in lichen were metal-specific and varied spatially, thus reflecting local differences in heavy metal deposition. The research presented here proves that low-cost passive biomonitoring can effectively support classical methods of assessing air pollution in urban spaces.
dc.description.urihttps://doi.org/10.3390/atmos16050576
dc.description.urihttps://doaj.org/article/16283fdad7fe4ff880fec21dc65edc7d
dc.description.urihttps://www.mdpi.com/2073-4433/16/5/576
dc.identifier.doi10.3390/atmos16050576
dc.identifier.eissn2073-4433
dc.identifier.openairedoi_dedup___::7adbb04b1240dc539363fa91692cd85e
dc.identifier.orcid0000-0001-6161-0927
dc.identifier.orcid0000-0001-9774-5137
dc.identifier.orcid0000-0003-1850-7515
dc.identifier.orcid0000-0002-4544-9819
dc.identifier.scopus2-s2.0-105006714713
dc.identifier.startpage576
dc.identifier.urihttps://hdl.handle.net/20.500.12597/42664
dc.identifier.volume16
dc.language.isoeng
dc.publisherMDPI AG
dc.relation.ispartofAtmosphere
dc.rightsOPEN
dc.subjectenvironmental contamination
dc.subject<i>Hypogymnia physodes</i>
dc.subjectMeteorology. Climatology
dc.subjectHypogymnia physodes
dc.subjectatmospheric aerosol
dc.subjectQC851-999
dc.subjectheavy metals
dc.titleLow-Cost Monitoring of Airborne Heavy Metals Using Lichen Bioindicators: Insights from Opole, Southern Poland
dc.typeArticle
dspace.entity.typePublication
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In this work, the lichen Hypogymnia physodes L. was used to analyze air pollution in areas of the provincial city of Opole, southern Poland. Microscope and chemotaxonomy methods were used in the laboratory to confirm field identification of lichens (atlases and keys). The selected elements, Mn, Fe, Ni, Cu, Zn, Cd, and Pb, were determined using atomic absorption spectrometry, and direct mercury analyzer was used to analyzed Hg concentration. Factor analysis (FA) was performed to associate elements with possible sources of air pollution. The highest concentrations of analytes were found at measurement points close to railway roads (Fe = 5131 mg/kg) and streets with heavy traffic (Pb = 101 mg/kg). Statistically significant differences (p &lt; 0.001) were found between the concentrations of individual elements, which have positive correlation coefficients higher than 0.65. Based on the research carried out, different anthropogenic and traffic-related activities can be considered as one of the main sources of air pollution in Opole City based on the results of FA. Using an additional lichen scale, it can be concluded that the areas surveyed in the town of Opole can be classified as zone IV—characterized by an increase in the number of leaf lichens (additionally co-occurring lichens of the Polycauliona candelaria species), i.e., an area with an average level of air pollution (based also on contamination factor [CF] and pollution load index [PLI]). Accumulation concentrations of heavy metals in lichen were metal-specific and varied spatially, thus reflecting local differences in heavy metal deposition. 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