TY - JOUR
T1 - Analysis of air pollutants in Kagithane valley and Istanbul Metropolitan Area
AU - Efe, Bahtiyar
AU - Öztaner, Yaşar Burak
AU - Deniz, Ali
AU - Unal, Alper
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer Nature B.V.
PY - 2022/6
Y1 - 2022/6
N2 - Air pollution in mega cities becomes an important environmental problem. The purpose of this study is to investigate the variability of air pollutants of megacity Istanbul both in space and time for the period of 2010–2013. Monthly and hourly averages of PM10, SO2, NOX, and CO monitored by 11 stations were analyzed. Cluster analyses were performed for each pollutant to quantify similarities or dissimilarities of air quality monitoring stations (AQS) within the city. The details of Kagithane AQS which has unfavorable conditions for air pollution were also examined. Meteorological data (temperature, wind speed, and wind direction) of Kagithane AQS were assessed to determine potential source locations and to examine the seasonal variation. Kagithane AQS was found to have the highest PM10, SO2, and CO values in hourly and monthly analyses while Besiktas and Aksaray AQS were evaluated to have the highest NOX values. Cluster analyses for PM10, CO, and SO2 showed that Kagithane AQS falls into a detached cluster. Besiktas and Kagithane AQS, together, split up from other stations for NOX clustering. PM10, SO2, NOX, and CO measurements of Kagithane AQS showed seasonality. PM10 was at lower bound in winter and fall while it was highest in spring in Kagithane AQS. Besides, averages of SO2 and NOX in winter were higher than in summer measurements. Average CO concentration showed the highest value in winter compared to other seasons. In detailed analysis for Kagithane AQS, PM10 values increased when the wind direction was north (N). Higher SO2 values were found when the wind direction was southerly, where the Bayrampasa Industrial Zone is located. NOX and CO values indicated that higher concentrations are monitored when the wind direction is northerly. Potential sources for NOX and CO could be evaluated as the Transit European Motorway (TEM) and Hasdal-Okmeydani junction which is located at north of Kagithane.
AB - Air pollution in mega cities becomes an important environmental problem. The purpose of this study is to investigate the variability of air pollutants of megacity Istanbul both in space and time for the period of 2010–2013. Monthly and hourly averages of PM10, SO2, NOX, and CO monitored by 11 stations were analyzed. Cluster analyses were performed for each pollutant to quantify similarities or dissimilarities of air quality monitoring stations (AQS) within the city. The details of Kagithane AQS which has unfavorable conditions for air pollution were also examined. Meteorological data (temperature, wind speed, and wind direction) of Kagithane AQS were assessed to determine potential source locations and to examine the seasonal variation. Kagithane AQS was found to have the highest PM10, SO2, and CO values in hourly and monthly analyses while Besiktas and Aksaray AQS were evaluated to have the highest NOX values. Cluster analyses for PM10, CO, and SO2 showed that Kagithane AQS falls into a detached cluster. Besiktas and Kagithane AQS, together, split up from other stations for NOX clustering. PM10, SO2, NOX, and CO measurements of Kagithane AQS showed seasonality. PM10 was at lower bound in winter and fall while it was highest in spring in Kagithane AQS. Besides, averages of SO2 and NOX in winter were higher than in summer measurements. Average CO concentration showed the highest value in winter compared to other seasons. In detailed analysis for Kagithane AQS, PM10 values increased when the wind direction was north (N). Higher SO2 values were found when the wind direction was southerly, where the Bayrampasa Industrial Zone is located. NOX and CO values indicated that higher concentrations are monitored when the wind direction is northerly. Potential sources for NOX and CO could be evaluated as the Transit European Motorway (TEM) and Hasdal-Okmeydani junction which is located at north of Kagithane.
KW - Air quality
KW - Cluster analysis
KW - Istanbul
KW - Source appointment
UR - http://www.scopus.com/inward/record.url?scp=85126740681&partnerID=8YFLogxK
U2 - 10.1007/s11869-022-01184-1
DO - 10.1007/s11869-022-01184-1
M3 - Article
AN - SCOPUS:85126740681
SN - 1873-9318
VL - 15
SP - 1027
EP - 1041
JO - Air Quality, Atmosphere and Health
JF - Air Quality, Atmosphere and Health
IS - 6
ER -