Analysis and estimation of gaseous air pollutant emissions emitted into the atmosphere during Manavgat and Milas wildfire episodes using remote sensing data and ground measurements

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dc.authoridAYDIN, Abdurrahim/0000-0002-6572-3395en_US
dc.authorscopusid57205743969en_US
dc.authorscopusid6507966183en_US
dc.authorscopusid36460530900en_US
dc.contributor.authorCinar, Tunahan
dc.contributor.authorTaspinar, Fatih
dc.contributor.authorAydin, Abdurrahim
dc.date.accessioned2024-08-23T16:07:04Z
dc.date.available2024-08-23T16:07:04Z
dc.date.issued2024en_US
dc.departmentDüzce Üniversitesien_US
dc.description.abstractIn this study, the concentration levels of CO, NO2, CH2O, SO2, and O3 gases emitted during the two biggest wildfire episodes observed in Manavgat and Milas, Turkiye in 2021 were analyzed and spatio-temporal gas concentrations were estimated. Using the remote sensing imagery from Sentinel-5P satellite, a daily based time-series data analysis was performed over the Google Earth Engine platform (GEEp) and the gas emission levels (mol/m2) during the wildfires were obtained. The processed time-series data has been associated with the measurements from ground-stations of Turkiye National Air Quality Monitoring Network, allowing unit conversion to gas concentration unit in mu g/m3. Based on predicted gas concentrations, statistical performance measurements were calculated with actual ground-station measurements. According to the spatio-temporal gas concentrations, the highest levels of CO gas emissions were detected on July 29th in Manavgat 5492.63 +/- 325.12 mu g/m3 and on August 5th in Milas 1071.14 +/- 230.41 mu g/m3. During the wildfire episodes NO2 concentration has reached to 383.52 +/- 19.31 mu g/m3 in Manavgat and 34.76 +/- 8.20 mu g/m3 in Milas. The O3 levels during the wildfires were estimated as 5.54 +/- 16.09 mu g/m3 in Manavgat and 41.22 +/- 2.07 mu g/m3 in Milas. The average SO2 concentration was 71.49 +/- 4.2 mu g/m3 in Manavgat and 165.35 +/- 6.51 mu g/m3 in Milas. Also, the average CH2O concentration was estimated as 12.83 +/- 5.07 mu g/m3 in Manavgat and 17.91 +/- 4.41 mu g/m3 in Milas. R2 values were between 0.67 and 0.84. Generally, IA values were higher than 0.70. The statistical results showed that our approach was reasonably successful in the prediction of the spatio-temporal wildfire gas emissions and can be applied to such scenarios.en_US
dc.identifier.doi10.1007/s11869-023-01463-5
dc.identifier.endpage579en_US
dc.identifier.issn1873-9318
dc.identifier.issn1873-9326
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85176472276en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage559en_US
dc.identifier.urihttps://doi.org/10.1007/s11869-023-01463-5
dc.identifier.urihttps://hdl.handle.net/20.500.12684/14471
dc.identifier.volume17en_US
dc.identifier.wosWOS:001101072900001en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofAir Quality Atmosphere and Healthen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectRemote sensingen_US
dc.subjectSentinel-5Pen_US
dc.subjectWildfireen_US
dc.subjectAir pollutanten_US
dc.subjectAir quality monitoringen_US
dc.subjectTrace Gasesen_US
dc.subjectFormaldehydeen_US
dc.subjectSatelliteen_US
dc.subjectFireen_US
dc.subjectCombustionen_US
dc.subjectCoen_US
dc.subjectDependenceen_US
dc.subjectTransporten_US
dc.subjectUkraineen_US
dc.subjectImpacten_US
dc.titleAnalysis and estimation of gaseous air pollutant emissions emitted into the atmosphere during Manavgat and Milas wildfire episodes using remote sensing data and ground measurementsen_US
dc.typeArticleen_US

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