Aerosol seasonal variations over urban–industrial regions in Ukraine according to AERONET and POLDER measurements
Atmos. Meas. Tech., 7, 1459–1474, 2014
www.atmos-meas-tech.net/7/1459/2014/
doi:10.5194/amt-7-1459-2014
© Author(s) 2014. CC Attribution 3.0 License.
Aerosol seasonal variations over urban–industrial regions in
Ukraine according to AERONET and POLDER measurements
G. Milinevsky1 , V. Danylevsky1 , V. Bovchaliuk1,2 , A. Bovchaliuk3 , Ph. Goloub2 , O. Dubovik2 , V. Kabashnikov4 ,
A. Chaikovsky4 , N. Miatselskaya4 , M. Mishchenko5 , and M. Sosonkin3
1 Taras Shevchenko National University of Kyiv, Kyiv, Ukraine
2 Laboratoire d’Optique Atmosphérique, CNRS – Université de Lille 1, Villeneuve d’Ascq, France
3 Main Astronomical Observatory, National Academy of Sciences of Ukraine, Kyiv, Ukraine
4 Institute of Physics, Laboratory of Scattering Media, Minsk, Belarus
5 NASA Goddard Institute for Space Studies, New York, USA
Correspondence to: G. Milinevsky ()
Received: 8 November 2013 – Published in Atmos. Meas. Tech. Discuss.: 13 December 2013
Revised: 5 April 2014 – Accepted: 14 April 2014 – Published: 27 May 2014
Abstract. The paper presents an investigation of aerosol
seasonal variations in several urban–industrial regions in
Ukraine. Our analysis of seasonal variations of optical and
physical aerosol parameters is based on the sun-photometer
2008–2013 data from two urban ground-based AERONET
(AErosol RObotic NETwork) sites in Ukraine (Kyiv, Lugansk) as well as on satellite POLDER instrument data for
urban–industrial areas in Ukraine. We also analyzed the data
from one AERONET site in Belarus (Minsk) in order to
compare with the Ukrainian sites. Aerosol amount and optical depth (AOD) values in the atmosphere columns over the
large urbanized areas like Kyiv and Minsk have maximum
values in the spring (April–May) and late summer (August),
whereas minimum values are observed in late autumn. The
results show that fine-mode particles are most frequently detected during the spring and late summer seasons. The analysis of the seasonal AOD variations over the urban–industrial
areas in the eastern and central parts of Ukraine according
to both ground-based and POLDER data exhibits the similar
traits. The seasonal variation similarity in the regions denotes
the resemblance in basic aerosol sources that are closely related to properties of aerosol particles. The behavior of basic
aerosol parameters in the western part of Ukraine is different from eastern and central regions and shows an earlier appearance of the spring and summer AOD maxima. Spectral
single-scattering albedo, complex refractive index and size
distribution of aerosol particles in the atmosphere column
over Kyiv have different behavior for warm (April–October)
and cold seasons. The seasonal features of fine and coarse
aerosol particle behavior over the Kyiv site were analyzed. A
prevailing influence of the fine-mode particles on the optical
properties of the aerosol layer over the region has been established. The back-trajectory and cluster analysis techniques
were applied to study the seasonal back trajectories and prevailing directions of the arrived air mass for the Kyiv and
Minsk sites.
1
Introduction
Aerosol seasonal variations have been investigated in different regions with various ground-based (Gerasopoulos et al.,
2007; Jaroslawski and Pietruczuk, 2010; Rana et al., 2009;
Andrews et al., 2011; Leskinen et al., 2012; Liu et al., 2012;
Pietruczuk and Chaikovsky, 2012), satellite (e.g., Barnaba
and Gobbi, 2004; Song et al., 2008), combined groundbased and satellite (e.g., Zawadzka et al., 2013; Bovchaliuk
et al., 2013), and balloon-borne (Hara et al., 2011, 2013)
techniques for aerosol measurements. The NASA AErosol
RObotic NETwork (AERONET; Holben et al., 1998; http:
//aeronet.gsfc.nasa.gov/) data are used intensively in such
studies. For example, AERONET sun-photometer observations have recently been used (Liu et al., 2012) for study
of the seasonal variations in aerosol optical properties in
China, including the aerosol optical depth (AOD), Ångström
exponent (AE), and single-scattering albedo (SSA). For the
Published by Copernicus Publications on behalf of the European Geosciences Union.
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G. Milinevsky et al.: Aerosol seasonal variations over urban–industrial regions
eastern China region it has been concluded that the AOD is
largest in the summer and smallest in the winter, whereas
the SSA values exhibit weak seasonal variations with the
smallest values during the winter and the largest during the
summer. The seasonal behavior of aerosol optical properties
determined from vertically resolved in situ measurements
over rural Oklahoma, USA, were compared with AERONET
data by Andrews et al. (2011). Combined ground-based
(AERONET/PHOTONS) and satellite (Moderate-Resolution
Imaging Spectrometer, or MODIS) data have been used
to study seasonal aerosol content and properties over Europe for 2000–2009 and their impact on ultraviolet (UV)
radiance (Chubarova, 2009). The analysis by Jaroslawski
and Pietruczuk (2010) of seasonal AOD variations at Belsk
(Poland) based on data over the 2002–2007 period reveals
two AOD maxima: in April and July–August. In the paper
by Zawadzka et al. (2013), the difference in AOD between an
urban area (Warsaw) and a rural area (Belsk) during 2005–
2011 was investigated. The estimated influence of urban-area
emissions on the AOD was reported as being less than 15 %.
As reported by Uscka-Kowalkowska (2013), the extinction
of direct solar radiation has been studied during the period
1964–2003 in an elevated mountainous region of Poland that
can be considered as a non-urban setting. The increased extinction was observed during the spring and summer seasons
and showed traits similar to those in urban–industrial areas of
eastern Europe. This suggests that the behavior of the aerosol
content in this region is governed mainly by the aerosol transport.
In previous analyses (e.g., see Chubarova, 2009; Giles et
al., 2012; Pietruczuk and Chaikovsky, 2012; Zawadzka et
al., 2013), the eastern European region is considered to be
the source of urban–industrial aerosols according to the general aerosol type classification by Dubovik et al. (2002). Indeed, there are many existing and potential aerosol pollution
sources in this region, including Ukraine: intensive transport and agriculture, heavy industry, open steppe fields, and
mining. Furthermore, this region is characterized by numerous forest, grassland, and peat wildfires, and also can sometimes be considered as a source of biomass burning aerosols
(Barnaba et al., 2011; Witte et al., 2011; Bovchaliuk et al.,
2013). The steppe regions of southern Ukraine also experience periodical dust storms (e.g., Birmili et al., 2008).
The investigated region is mostly flat terrain with altitude
difference between the center and east of Ukraine of about
300 m above sea level (a.s.l.). The developed heavy industry is concentrated in the Donetsk, Lugansk, and Kharkiv
metropolitan areas; industry and open mines are typical of
east-central Ukraine (Dnipropetr (...truncated)