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Concentration levels of atmospheric particles PM10, PM2.5, and PM1 during the winter season on the territory of Novi Sad, Serbia Sonja Dmitrašinović 1 , Miloš Davidović 2 , Milena Jovašević Stojanović 2 , Jelena Radonić 1 1 Department of Environmental Engineering and Occupational Safety and Health, Faculty of Technical Sciences, University of Novi Sad 2 Department of Radiation and Environmental Protection, Vinča Institute of Nuclear Sciences, University of Belgrade, National Institute of the Republic of Serbia Analysis of ambient air quality in urban, industrial, and individual household areas Particulate matter concentrations (PM 10 , PM 2.5 , and PM 1 ) were monitored in order to enable further statistical modeling which could potentially lead to the development of high resolution city wide model for particle concentration levels on the territory of Novi Sad. 0 10 20 30 40 50 60 70 1 2 3 4 5 6 7 8 9 10 11 SAMPLING DAYS nonTRF site PM1 PM2.5 PM10 CONCENTRATION (μg/m 3 ) 0 10 20 30 40 50 60 70 80 1 2 3 4 5 6 7 8 9 10 11 SAMPLING DAYS TRF site PM1 PM2_5 PM10 CONCENTRATION (μg/m 3 ) 0 50 100 150 200 250 300 350 400 450 500 1 2 3 4 5 6 7 8 9 10 11 SAMPLING DAYS IND site PM1 PM2.5 PM10 CONCENTRATION (μg/m 3 ) 0 20 40 60 80 100 120 140 160 180 1 2 3 4 5 6 7 8 9 10 11 SAMPLING DAYS IH site PM1 PM2.5 PM10 CONCENTRATION (μg/m 3 ) Air sampling was conducted within a period of 10 days during February 2020 at 7 locations in the city, using the low-cost sensors (LCS). Measuring sites were carefully chosen to represent different scenarios of urban air pollution. Five locations were urban, and among them two were with high traffic density (TRF), while 3 measuring sites had smaller direct traffic impact (nonTRF). The remaining two locations were individual households (IH), but the second one could also be categorized as industrial one (IND) because it was situated at the very border of the Novi Sad industrial zone. Concentration levels of PM 10 at TRFs, nonTRFs, IND and IH sites were within the interval from 11 -73 μg/m 3 , 6 – 60 μg/m 3 , 11 – 194 μg/m 3 and 11 – 72 μg/m 3 . Measured concentration levels of PM 1 , PM 2.5 and PM 10 at the urban traffic site Acknowledgment This research (paper) has been supported by the Ministry of Education, Science and Technological Development through the project no. 451-03-68/2020-14/200156: “Innovative scientific and artistic research from the FTS (activity) domain”. Measured concentration levels of PM 1 , PM 2.5 and PM 10 at the urban non traffic site Measured concentration levels of PM 1 , PM 2.5 and PM 10 at the industrial and individual household sites Measured concentrations of PM 1 at the TRFs and nonTRFs sites were in the range from 7 – 40 μg/m 3 and from 4 – 30 μg/m 3 , respectively. At the IND site, concentration levels ranged from 7 – 88 μg/m 3 , while at the IH site levels were within the interval from 6 – 34 μg/m 3 . PM 2.5 concentrations for TRFs, nonTRFs, IND and IH sites ranged between 10 – 67 μg/m 3 , 5 – 48 μg/m 3 , 10 – 160 μg/m 3 and 9 – 56 μg/m 3 , respectively. Sensors were initially calibrated but later colocation campaigns and recalibration strategies are beyond the scope of current work. These are a necessary part of the valid data quality assurance procedure for low-cost sensors. Low-cost sensors collected data will be coupled with data obtained from the reference instruments in order to have an accurate picture of the diurnal variation of air pollution. Results obtained within the research present the key and necessary step in the process of developing the model for PM 2.5 particle concentration levels in Novi Sad. Sensors enable observations at high spatial resolution in near-real-time, but provide indicative measurements, so the measured coarse results can not be compared to Regulation on Monitoring Conditions and Air Quality Requirements. Official Gazette of the Republic of Serbia, No. 11/10 of 05.03.2010, 75/10 of 20.10.2010 and 63/13 of 19.07.2013.

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Page 1: Concentration levels of atmospheric particles PM10, PM2.5 ...€¦ · of urban air pollution. Five locations were urban, and among them two were with high traffic density (TRF), while

Concentration levels of atmospheric particles PM10, PM2.5, and PM1 during the winter season on the

territory of Novi Sad, SerbiaSonja Dmitrašinović1, Miloš Davidović2, Milena Jovašević

Stojanović2, Jelena Radonić1

1 Department of Environmental Engineering and Occupational Safety and Health,

Faculty of Technical Sciences, University of Novi Sad2 Department of Radiation and Environmental Protection,

Vinča Institute of Nuclear Sciences, University of Belgrade, National Institute of the Republic of Serbia

Analysis of ambient air quality in urban, industrial, andindividual household areas

Particulate matter concentrations (PM10, PM2.5, and PM1) weremonitored in order to enable further statistical modeling whichcould potentially lead to the development of high resolutioncity wide model for particle concentration levels on theterritory of Novi Sad.

0

10

20

30

40

50

60

70

1 2 3 4 5 6 7 8 9 10 11

SAMPLING DAYS

nonTRF sitePM1 PM2.5 PM10

CO

NC

ENTR

ATI

ON

g/m

3)

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1 2 3 4 5 6 7 8 9 10 11

SAMPLING DAYS

TRF sitePM1 PM2_5 PM10

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ON

g/m

3)

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SAMPLING DAYS

IND sitePM1 PM2.5 PM10

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m3)

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1 2 3 4 5 6 7 8 9 10 11SAMPLING DAYS

IH site PM1 PM2.5 PM10

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g/m

3)

Air sampling was conducted within a period of 10 days duringFebruary 2020 at 7 locations in the city, using the low-cost sensors(LCS).

Measuring sites were carefully chosen to represent different scenariosof urban air pollution.

Five locations were urban, and among them two were with high trafficdensity (TRF), while 3 measuring sites had smaller direct traffic impact(nonTRF).

The remaining two locations were individual households (IH), but thesecond one could also be categorized as industrial one (IND) becauseit was situated at the very border of the Novi Sad industrial zone.

Concentration levels of PM10 at TRFs, nonTRFs, IND and IH siteswere within the interval from 11 -73 μg/m3, 6 – 60 μg/m3, 11 – 194μg/m3 and 11 – 72 μg/m3.

Measured concentration levels of PM1, PM2.5 and PM10 at the urban traffic site

AcknowledgmentThis research (paper) has been supported bythe Ministry of Education, Science andTechnological Development through theproject no. 451-03-68/2020-14/200156:“Innovative scientific and artistic research fromthe FTS (activity) domain”.

Measured concentration levels of PM1, PM2.5 and PM10 at the urban non traffic site

Measured concentration levels of PM1, PM2.5 and PM10 at the industrial and individual household sites

Measured concentrations of PM1 at the TRFs and nonTRFs sites werein the range from 7 – 40 μg/m3 and from 4 – 30 μg/m3, respectively.At the IND site, concentration levels ranged from 7 – 88 μg/m3, whileat the IH site levels were within the interval from 6 – 34 μg/m3.

PM2.5 concentrations for TRFs, nonTRFs, IND and IH sites rangedbetween 10 – 67 μg/m3, 5 – 48 μg/m3, 10 – 160 μg/m3 and 9 – 56μg/m3, respectively.

Sensors were initially calibrated but later colocation campaignsand recalibration strategies are beyond the scope of current work.

These are a necessary part of the valid data quality assuranceprocedure for low-cost sensors.

Low-cost sensors collected data will be coupled with dataobtained from the reference instruments in order to havean accurate picture of the diurnal variation of air pollution.

Results obtained within the research present the key andnecessary step in the process of developing the model forPM2.5 particle concentration levels in Novi Sad.

Sensors enable observations at high spatial resolution innear-real-time, but provide indicative measurements, sothe measured coarse results can not be compared toRegulation on Monitoring Conditions and Air QualityRequirements. Official Gazette of the Republic of Serbia,No. 11/10 of 05.03.2010, 75/10 of 20.10.2010 and 63/13 of19.07.2013.