The Influence of Meteorological Parameters on Pm<sub>10</Sub>: a Statistical Analysis of an Urban and Rural Environment in Izmir/Turkiye
| dc.contributor.author | Birim, Necmiye Gulin | |
| dc.contributor.author | Turhan, Cihan | |
| dc.contributor.author | Atalay, Ali Serdar | |
| dc.contributor.author | Gokcen Akkurt, Gulden | |
| dc.date.accessioned | 2024-07-05T15:25:04Z | |
| dc.date.available | 2024-07-05T15:25:04Z | |
| dc.date.issued | 2023-02-21 | |
| dc.description | Gokcen Akkurt, Gulden/0000-0002-3444-9610 | en_US |
| dc.description.abstract | Air pollution is a substantial menace, especially in industrialized urban zones, which affects the balance of the environment, life of vital organisms and human health. Besides the main causes of air pollution such as dense urbanization, poor quality fuels and vehicle emissions, physical environment characteristics play an important role on air quality. Therefore, it is vital to understand the relationship between the characteristics of the natural environment and air quality. This study examines the correlations between the PM10 pollutant data and meteorological parameters such as temperature (T-air), relative humidity (RH), and wind speed (WS) and direction (WD) under the European Union's Horizon 2020 project. Two different zones (Vilayetler Evi as an urban zone and Sasali Natural Life Park as a rural zone) of Izmir Province in Turkiye are used as a case study and the PM10 data is evaluated between 1 January 2017 and 31 December 2021. A one-tailed t-test is used in order to statistically determine the relationships between the PM10 pollutant data and meteorological parameters. As a further study, practical significance of the parameters is investigated via the effect size method and the results show that the RH is found to be the most influencing parameter on the PM10 for both zones, while T-air is found to be statistically non-significant. | en_US |
| dc.description.sponsorship | Urban GreenUP project from the European Union [730426] | en_US |
| dc.description.sponsorship | This research was funded by Urban GreenUP project which has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 730426. The APC was funded by the same programme. | en_US |
| dc.description.sponsorship | Horizon 2020 Framework Programme, H2020, (730426); Horizon 2020 Framework Programme, H2020 | |
| dc.description.sponsorship | URBAN GreenUP Project [], which is funded by the European Union’s Horizon 2020 research and innovation programme under grant agreement no 730426, proposes to obtain a tailored methodology to support the co-development of renaturing urban plans, focused on decreasing air pollution, climate change mitigation and adaptation as well as efficient water management, and to effectively assist in the implementation of nature-based solutions (NBSs) in urban areas. Izmir, Türkiye is one of the front-runner cities where various NBSs were implemented. One of the NBSs implemented in the project is to install shaded constructions and change the concrete surfaces with permeable ones in car parks, so that the project aims to determine the improvement on the air quality, water drainage and urban heat island effect. Two intervention sites were chosen for this implementation, one in a highly populated urban area and the other in a rural area. To be able to evaluate the effect of NBSs on air quality, the background data should be evaluated first. Since air quality is highly related with meteorological conditions, background data consist of both air quality and meteorological parameters. Air quality data was collected from air quality monitoring stations located close to the intervention sites, for which the longest period of PM data (2017–2021) was available. This study is concentrated on the evaluation of the influence of meteorological parameters on the PM data on the intervention sites of URBAN GreenUP Project. The meteorological parameters are temperature (T), relative humidity (RH), and wind speed (WS) and direction (WD), and were collected from meteorological stations located at the intervention sites. Finally, the novelty of this paper is to statistically analyse the influence of meteorological parameters on the PM concentrations in both urban and rural environments of İzmir/Türkiye, with the longest period of data. 10 10 air 10 | |
| dc.identifier.doi | 10.3390/atmos14030421 | |
| dc.identifier.issn | 2073-4433 | |
| dc.identifier.scopus | 2-s2.0-85151320647 | |
| dc.identifier.uri | https://doi.org/10.3390/atmos14030421 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14411/2502 | |
| dc.language.iso | en | en_US |
| dc.publisher | Mdpi | en_US |
| dc.relation.ispartof | Atmosphere | |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | meteorological parameters | en_US |
| dc.subject | statistical analysis | en_US |
| dc.subject | effect size | en_US |
| dc.subject | PM10 | en_US |
| dc.subject | air quality | en_US |
| dc.subject | Pm<sub>10</sub> | |
| dc.title | The Influence of Meteorological Parameters on Pm<sub>10</Sub>: a Statistical Analysis of an Urban and Rural Environment in Izmir/Turkiye | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| gdc.author.id | Gokcen Akkurt, Gulden/0000-0002-3444-9610 | |
| gdc.author.id | Arıkan, Mehmet/0009-0005-4364-8768 | |
| gdc.author.id | Atalay, Ali/0000-0002-9513-2481 | |
| gdc.author.scopusid | 58166118900 | |
| gdc.author.scopusid | 56011415300 | |
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| gdc.author.wosid | Turhan, Cihan/ABD-1880-2021 | |
| gdc.bip.impulseclass | C4 | |
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| gdc.coar.access | open access | |
| gdc.coar.type | text::journal::journal article | |
| gdc.collaboration.industrial | false | |
| gdc.description.department | Atılım University | en_US |
| gdc.description.departmenttemp | [Birim, Necmiye Gulin; Gokcen Akkurt, Gulden] Izmir Inst Technol, Fac Engn, Dept Energy Syst Engn, TR-35430 Izmir, Turkiye; [Turhan, Cihan] Atilim Univ, Fac Engn, Dept Energy Syst Engn, TR-06830 Ankara, Turkiye; [Atalay, Ali Serdar] BitNet Corp, TR-34782 Istanbul, Turkiye | en_US |
| gdc.description.issue | 3 | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q2 | |
| gdc.description.startpage | 421 | |
| gdc.description.volume | 14 | en_US |
| gdc.description.woscitationindex | Science Citation Index Expanded | |
| gdc.description.wosquality | Q3 | |
| gdc.identifier.openalex | W4321457620 | |
| gdc.identifier.wos | WOS:000957501100001 | |
| gdc.index.type | WoS | |
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| gdc.oaire.impulse | 26.0 | |
| gdc.oaire.influence | 3.2762073E-9 | |
| gdc.oaire.isgreen | false | |
| gdc.oaire.keywords | statistical analysis | |
| gdc.oaire.keywords | effect size | |
| gdc.oaire.keywords | Meteorology. Climatology | |
| gdc.oaire.keywords | meteorological parameters | |
| gdc.oaire.keywords | PM<sub>10</sub> | |
| gdc.oaire.keywords | QC851-999 | |
| gdc.oaire.keywords | air quality | |
| gdc.oaire.popularity | 2.1057225E-8 | |
| gdc.oaire.publicfunded | false | |
| gdc.oaire.sciencefields | 01 natural sciences | |
| gdc.oaire.sciencefields | 0105 earth and related environmental sciences | |
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