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Skiba A, Styszko K, Tobler A, Casotto R, Gorczyca Z, Furman P, Samek L, Wideł D, Zimnoch M, Kasper-Giebl A, Slowik JG, Daellenbach KR, Prevot ASH, Różański K. Source attribution of carbonaceous fraction of particulate matter in the urban atmosphere based on chemical and carbon isotope composition. Sci Rep 2024; 14:7234. [PMID: 38538757 PMCID: PMC11366020 DOI: 10.1038/s41598-024-57829-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 03/21/2024] [Indexed: 09/02/2024] Open
Abstract
Air quality is of large concern in the city of Krakow, southern Poland. A comprehensive study was launched by us in which two PM fractions (PM1 and PM10) were sampled during 1-year campaign, lasting from April 21, 2018 to March 19, 2019. A suite of modern analytical methods was used to characterize the chemical composition of the collected samples. The contents of 14 sugars, sugar alcohols and anhydrosugars, 16 polycyclic aromatic hydrocarbons, selected metals and non-metals and ions were analyzed, in addition to organic and elemental carbon content. The carbon isotope composition in both analysed PM fractions, combined with an isotope-mass balance method, allowed to distinguish three main components of carbonaceous emissions in the city: (1) emissions related to combustion of hard coal, (2) emissions related to road transport, and (3) biogenic emissions. The heating season emissions from coal combustion had the biggest contribution to the reservoir of carbonaceous aerosols in the PM10 fraction (44%) and, together with the biogenic emission, they were the biggest contributors to the PM1 fraction (41% and 44%, respectively). In the non-heating season, the dominant source of carbon in PM10 and PM1 fraction were the biogenic emissions (48 and 54%, respectively).
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Affiliation(s)
- Alicja Skiba
- AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland
| | - Katarzyna Styszko
- AGH University of Krakow, Faculty of Energy and Fuels, Krakow, Poland.
| | - Anna Tobler
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232, Villigen-PSI, Switzerland
- Datalystica Ltd, Park innovAARE, 5234, Villigen, Switzerland
| | - Roberto Casotto
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232, Villigen-PSI, Switzerland
| | - Zbigniew Gorczyca
- AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland
| | - Przemysław Furman
- AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland
| | - Lucyna Samek
- AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland
| | - Dariusz Wideł
- Jan Kochanowski University, Institute of Chemistry, Uniwersytecka 7 Street, 25-406, Kielce, Poland
| | - Mirosław Zimnoch
- AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland
| | - Anne Kasper-Giebl
- Institute for Chemical Technologies and Analytics, TU-Wien, 1060, Vienna, Austria
| | - Jay G Slowik
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232, Villigen-PSI, Switzerland
| | - Kaspar R Daellenbach
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232, Villigen-PSI, Switzerland
| | - Andre S H Prevot
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232, Villigen-PSI, Switzerland
| | - Kazimierz Różański
- AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland
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Skiba A, Styszko K, Furman P, Szramowiat-Sala K, Samek L, Gorczyca Z, Wideł D, Kasper-Giebl A, Różański K. Source apportionment of suspended particulate matter (PM 1, PM 2.5 and PM 10) collected in road and tram tunnels in Krakow, Poland. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:14690-14703. [PMID: 38280167 DOI: 10.1007/s11356-024-32000-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 01/09/2024] [Indexed: 01/29/2024]
Abstract
Here, we present the results of a comprehensive study of air quality in two tunnels located in the city of Krakow, southern Poland. The study comprised three PM fractions of suspended particulate matter (PM1, PM2.5 and PM10) sampled during campaigns lasting from March 14 to April 24, 2016 and from June 28 to July 18, 2016, in the road tunnel and the tram tunnel, respectively. The collected samples had undergone comprehensive chemical, elemental and carbon isotope analyses. The results of these analyses gave the basis for better characterization of urban transport as a source of air pollution in the city. The concentrations of particulate matter varied, depending on the analysed PM fraction and the place of sampling. For the tram tunnel, the average concentrations were 53.2 µg·m-3 (PM1), 73.8 µg·m-3 (PM2.5), 96.5 µg·m-3 (PM10), to be compared with 44.2 µg·m-3, 137.7 µg·m-3, 221.5 µg·m-3, respectively, recorded in the road tunnel. The isotope-mass balance calculations carried out separately for the road and tram tunnel and for each PM fraction, revealed that 60 to 79% of carbon present in the samples collected in the road tunnel was associated with road transport, to be compared with 15-33% obtained in the tram tunnel. The second in importance were biogenic emissions (17-21% and 41-49% in the road and tram tunnel, respectively. Sixteen different polycyclic aromatic hydrocarbons (PAHs) have been identified in the analysed samples. As expected, much higher concentrations of PAHs were detected in the road tunnel when compared to the tram tunnel. Based on the analysed PAHs concentrations, health risk assessment was determined using 3 different types of indicators: carcinogenic equivalent (CEQ), mutagenic equivalent (MEQ) and toxic equivalent (TEQ).
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Affiliation(s)
- Alicja Skiba
- Faculty of Physics and Applied Computer Science, AGH University of Krakow, Krakow, Poland
| | - Katarzyna Styszko
- Faculty of Energy and Fuels, AGH University of Krakow, Krakow, Poland.
| | - Przemysław Furman
- Faculty of Physics and Applied Computer Science, AGH University of Krakow, Krakow, Poland
| | | | - Lucyna Samek
- Faculty of Physics and Applied Computer Science, AGH University of Krakow, Krakow, Poland
| | - Zbigniew Gorczyca
- Faculty of Physics and Applied Computer Science, AGH University of Krakow, Krakow, Poland
| | - Dariusz Wideł
- Institute of Chemistry, Jan Kochanowski University, Uniwersytecka 7 Street, 25-406, Kielce, Poland
| | - Anne Kasper-Giebl
- Institute of Chemical Technologies and Analytics, TU-Wien, 1060, Vienna, Austria
| | - Kazimierz Różański
- Faculty of Physics and Applied Computer Science, AGH University of Krakow, Krakow, Poland
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Birinci E, Deniz A, Özdemir ET. The relationship between PM 10 and meteorological variables in the mega city Istanbul. ENVIRONMENTAL MONITORING AND ASSESSMENT 2023; 195:304. [PMID: 36648588 DOI: 10.1007/s10661-022-10866-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 12/19/2022] [Indexed: 06/17/2023]
Abstract
PM10, one of the air pollutants, occurs regularly in İstanbul during the winter months, namely in December, January, and February. PM10 pollutant is affected by numerous factors. Among these factors are various meteorological variables and climatological factors. This article aims to determine the relationship between PM10 and meteorological variables (wind speed, wind direction, temperature, and relative humidity) and to interpret these results. PM10 and meteorological data were examined between 2011 and 2018. To determine the relationship, multiple linear regression, Pearson's correlation coefficient (PCC), Spearman's rank correlation, Kendall Tau correlation, autocorrelation function (ACF), cross-correlation function (CCF), and visuals were determined using the R program (open-air) packages. In the study, the relationship between wind, temperature, and relative humidity with PM10 was determined, and it was observed that the PM10 concentration was maximum between January and February. PM10 concentrations have a positive relationship with relative humidity and wind direction, while a negative relationship with wind speed and temperature was observed. The correlation values for relative humidity and temperature were found to be 0.01 and - 0.15, respectively. Furthermore, the relationship between wind speed and PM10 was calculated from multiple linear regression model, and the estimated value was - 0.12 while looking at the wind direction value, it was approximately 0.03.
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Affiliation(s)
- Enes Birinci
- Department of Meteorological Engineering, Istanbul Technical University, 34469, Maslak, Istanbul, Turkey.
| | - Ali Deniz
- Department of Meteorological Engineering, Istanbul Technical University, 34469, Maslak, Istanbul, Turkey
| | - Emrah Tuncay Özdemir
- Department of Meteorological Engineering, Istanbul Technical University, 34469, Maslak, Istanbul, Turkey
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Environmental Benefits of Air Emission Reduction in the Waste Tire Management Practice. Processes (Basel) 2022. [DOI: 10.3390/pr10040787] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Montenegro faces serious challenges in terms of waste tire management. The main goal of our paper is to consider the financial and economic justification of the implementation of the first phase of the project of collection, takeover and transport, sorting, and storage of waste tires from the three municipalities in Montenegro. The financial feasibility analysis pointed out the need to organize the second phase of the project and the production of commercially usable and energy efficient products. That phase would lead to the desired commercial effects and will probably ensure the financial sustainability of the project. The economic feasibility analysis of the project included an assessment of the socio-economic benefits from the emission reduction of the first group of pollutants (PM, SOX, NOX, VOC, CO) as a consequence of the waste tires’ destruction, predominantly by combusting them. Unit values of pollution costs by types of gases, adjusted for Montenegro, were defined in the interval from 192 EUR/t for CO to 24,294 EUR/t for PM. We proved that the direct socio-economic benefits of this project are savings in the cost of environmental pollution. The total present value of discounted costs in the observed time period was calculated at the level of EUR 1,620,080, while the total present value of the positive socio-economic effects was estimated at EUR 1,991,180. Dynamic justification indicators suggest that this investment has a satisfactory socio-economic justification, i.e., the economic rate of return is higher than the opportunity cost of capital (ERR = 15.82%), the economic net present value is greater than 0 (ENPV = 371,100 EUR), and the benefit–cost ratio is greater than 1 (B/C ratio = 1.23).
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Pollution from Transport: Detection of Tyre Particles in Environmental Samples. ENERGIES 2022. [DOI: 10.3390/en15082816] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Transport is one of the most important sources of environmental pollution. More and more information has shown that one of the greatest sources of emissions from transport are emissions related to the release of microplastics from tyres. This is one of the most underestimated sources of emissions into the environment. In this study, environmental samples are analysed for the presence of these particles. For this purpose, optical methods and spectroscopic methods are used. Fourier transform infrared (FTIR) spectroscopy is used to identify synthetic rubber, most likely derived from car tyres. A complementary confocal microscopy method is used to confirm the FTIR results. The soil samples and road dust from the areas with heavy traffic are tested. An average of 372 ± 50 fragments per kilogram dry weight are detected in the soil samples. In the case of samples from the road, this number is 515 ± 20 fragments per kilogram of dry matter. In the samples, most of the microplastics come from tyres, which confirms the scientists’ assumptions about the amount of emissions in the environment. More than 90% of the black fragments later identified as tyre-derived synthetic rubber are found in the samples. A greater number of microplastics are found in road dust samples than in the soil. This may be due to the direct influence of braking, which causes greater accumulation of samples at the emission source than at a short distance into the soil. There is also a noticeable difference in the size of the fraction. In the case of soils, a fraction below 50 µm accounts for the majority of cases. When one analyses road dust samples, one may observe that most of the fractions are between 50 and 200 µm. This may be due to the possibility of smaller emission particles over longer distances and the greater degradation process that occurs in soils. The microplastics from the road dust are less degraded than the microplastics from the soil.
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Seasonal Variations in the Concentration of Particulate Matter in the Air of Cracow Affect the Magnitude of CD4+ T Cell Subsets Cytokine Production in Patients with Inflammatory and Autoimmune Disorders. ATMOSPHERE 2022. [DOI: 10.3390/atmos13040529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Recently, the increased prevalence of chronic civilization diseases triggered by environmental pollution has been observed. In this context, the role of air pollution in the pathogenesis of autoimmune and/or inflammatory disorders is poorly elucidated. Here, we asked whether seasonal changes in the air quality of the city of Cracow affect the polarization of T cell subsets in healthy donors (HD) and patients with rheumatoid arthritis (RA), multiple sclerosis (MS), and atherosclerosis (AS). Peripheral blood mononuclear cells (PBMCs) from HD and patients were exposed in vitro to particulate matter isolated from the air of Cracow (PM CRC). Blood samples were collected in two seasons (winter and summer), with differences in air concentration of particulate matter of 10 μm (PM10) (below or above a daily limit of 50 µg/m3). The obtained data showed a significantly elevated frequency of CD4+ lymphocytes specific for IFN-γ and IL-17A after the exposure of PBMCs to PM CRC. This was observed for all patients’ groups and HD. In the case of patients, this effect was dependent on the seasonal concentration of PM in the air, paradoxically being less pronounced in the season with a higher concentration of air pollution. These observations may suggest the role of air pollution on the course of inflammatory and autoimmune disorders.
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