Chemosphere 363 (2024) 142810
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Chemosphere
journal homepage: www.elsevier.com/locate/chemosphere
Urban air PCDD/Fs: Dry deposition fluxes and mass transfer coefficients
determined using a water surface sampler
Abdul Alim Noori , Berke Gülegen , Yücel Tasdemir *
Department of Environmental Engineering, Faculty of Engineering, Bursa Uludag University, 16059, Nilufer/Bursa, Turkey
H I G H L I G H T S
G R A P H I C A L A B S T R A C T
• Direct dry deposition measurement of
PCDD/Fs was achieved by employing a
WSS.
• Seasonal fluctuations of PCDD/Fs fluxes
were observed depending on residential
heating.
• Gas phase PCDD/F fluxes were
measured for the first time.
• Simultaneously measured fluxes and
concentrations were used to get MTCs of
PCDD/Fs.
• 4- and 5-chlorinated PCDD/Fs exhibited
higher MTCs than 7- and 8-chlorinated
ones.
A R T I C L E I N F O
A B S T R A C T
Handling editor: R Ebinghaus
Polychlorinated dibenzo-p-dioxins (PCDDs) and polychlorinated dibenzofurans (PCDFs) cause significant environmental concerns. Atmospheric PCDD/Fs permeate water bodies and other ecosystems through wet and dry
deposition. In an urban site, dry deposition flux samples of gaseous phase PCDD/Fs were collected by a water
surface sampler (WSS) operated between June 2022 and June 2023. There is a conspicuous absence of literature
on the direct measurement of dry deposition flux levels in the gaseous phase of PCDD/Fs. In the study, PCDD/Fs
in the gas phase reaching the WSS dissolved in the water according to Henry’s Law. The PCDD/Fs in the water
were transferred to an XAD-2 resin column, sorbing the dissolved PCDD/Fs. The average monthly gas phase dry
deposition flux was 34.07 ± 9.35 pg/m2-day (7.35 ± 2.16 pg I-TEQ/m2-day). The highest flux was measured in
March (49.53 pg/m2-day), and the lowest was in August (18.64 pg/m2-day). These values indicated the direct
flux from air to water. The atmospheric concentration of the gas-phase ranged from 68.38 to 126.88 fg/m3
(13.22–25.01 fg I-TEQ/m3). Dry deposition fluxes and concentrations of atmospheric PCDD/Fs were bigger in the
colder months than in the warmer months. This was probably due to a significant increase in residential heating
during the colder months, decreased photochemical reactions, and lower mixing heights. Regarding congeners in
the dry deposition flux and concentration values in I-TEQ units, 2,3,7,8-TCDD compound predominated with the
Keywords:
Water surface sampler
Direct flux measurement
Air-water exchange
POPs
SVOCs
* Corresponding author.
E-mail address: tasdemir@uludag.edu.tr (Y. Tasdemir).
https://doi.org/10.1016/j.chemosphere.2024.142810
Received 2 May 2024; Received in revised form 24 June 2024; Accepted 7 July 2024
Available online 8 July 2024
0045-6535/© 2024 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.
A.A. Noori et al.
Chemosphere 363 (2024) 142810
proportions of 31.61 ± 7.76% and 29.09 ± 12.34%, respectively. Concurrently measured dry deposition flux (Fg)
and ambient air concentration (Cg) of PCDD/Fs were considered in the determination of mass transfer coefficient
(MTC = Fg/Cg) calculation for each PCDD/F congener. The average MTC for targeted 17 PCDD/Fs was 0.45 ±
0.15 cm/s, and it fluctuated between 0.89 ± 0.30 cm/s for 2,3,7,8-TCDF and 0.2 ± 0.16 cm/s for OCDD.
1. Introduction
speed, temperature, diffusion coefficients of gases, stability of the
boundary layer, surface pollution level, turbulence at the air-water
interface, and chemical reactions on the surface can introduce uncertainties in flux calculations as a function of the MTC (Jähne and
Hauβecker, 1998). Therefore, accurate determination of the MTC is
essential for a reliable assessment of air-water exchange fluxes.
Within the scope of this study, our primary objectives can be presented as follows: (i) to measure the dry deposition fluxes of atmospheric
PCDD/Fs in the gas phase with WSS, (ii) to examine fluctuations over
time in the levels of dry deposition flux, (iii) to determine the MTCs of
PCDD/F.
Polychlorinated dibenzo-p-dioxins (PCDDs) and polychlorinated dibenzofurans (PCDFs) are semi-volatile organic compounds (SVOCs) of
substantial biological toxicity that are chemically stable and persistent
in the environment (Lin et al., 2023). PCDD/Fs are teratogenic, mutagenic, and carcinogenic, posing significant risks to the environment and
human health (Wei et al., 2022). The US EPA has reported that more
than 90% of PCDD/Fs, a family of persistent organic pollutants (POPs),
originate from human activities, primarily waste incineration and that
their release into the environment can be minimized by implementing
emission-reducing processes and techniques (Zhou et al., 2024).
Atmospheric transport is an important path for the global distribution of SVOCs such as polychlorinated biphenyls (PCBs), polycyclic aromatic hydrocarbons (PAHs), organochlorine pesticides (OCPs) and
PCDD/Fs. The atmospheric distribution of PCDD/Fs occurs through
emissions resulting from industrial activities, energy production, combustion processes, waste incineration, and other human-sourced activities (Klima et al., 2020; Li et al., 2018; Song et al., 2023; Themba et al.,
2023). These pollutants, in the gas and particle phases, are transported
long distances under the effect of air currents. During this process, they
are removed from the atmosphere by wet/dry deposition and photochemical reactions (Pan et al., 2021; Couvidat and Bessagnet, 2021;
Knote et al., 2015; Chi et al., 2012; Schuhmacher et al., 2006). Atmospheric deposition and air-water exchange can be significant, particularly in urban/industrial areas located near bodies of water where
ambient concentrations are high (Gigliotti et al., 2002; Khuman and
Chakraborty, 2019; Pacyna, 2008; Totten et al., 2004).
Generally, to measure the deposition flux of PCDD/Fs, stainless steel
vessels, aqueous quadrangular vessels, smooth-surface plates, Bergerhoff, and wet/dry deposition samplers have been used (An Lieshout et al.,
2001; Chi et al., 2009; Correa et al., 2006; Ogura et al., 2001a; Ren et al.,
2007; Shih et al., 2006). The deposition fluxes of particulate phase
PCDD/Fs were determined using the methods mentioned above, while
there has been no value in the literature for the directly measured
gas-phase PCDD/Fs. According to Schröder et al. (1997), the Bergerhoff
method had minor importance due to the restricted collection of gases.
On stainless steel and other smooth surfaces, uncertainties may emerge
due to the re-evaporation of settled masses influenced by temperature
and wind. Therefore, using water as the collection surface in dry deposition sampling can be beneficial because particles do not re-suspend
once they settle on the water surface. The interactions between the
gas-phase SVOCs and the water surface can be defined by Henry’s Law
constants (Tasdemir and Holsen, 2006). The aerodynamically designed
WSS has been successful in collecting the dry deposition fluxes of SVOCs
in both particulate and gas phases (Chu et al., 2008; Cindoruk and
Tasdemir, 2007, 2014; Eker and Tasdemir, 2018; Esen et al., 2010;
Odabasi et al., 2001; Sakata et al., 2008; Sakata and Asakura, 2011;
Sakin and Tasdemir, 2020; Seyfioglu and Odabasi, 2006; Shahin et al.,
2002; Tasdemir et al., 2005; Tasdemir and Esen, 2007; Tasdemir and
Holsen, 2006; Vardar et al., 2002). In this study, a modified WSS was
employed for the gas phase dry deposition sampling of PCDD/Fs.
The transition of pollutants between air and water depends on the
concentration difference between the two media, the chemical properties of the compound, and atmospheric conditions (Rivero et al., 2020;
Sakin and Tasdemir, 2020). The mass transfer coefficient (MTC) mathematically determines the exchange between these phases. The flux of
pollutants in the gas phase can be calculated using the concentration
difference between the two media and the MTC. Factors such as wind
2. Materials and method
2.1. Sampling procedure
This investigation was done in Bursa, one of Turkey’s most populous
cities, which accommodates an array of diverse industries, including
automotive, textile, cement, paint, pharmaceutical, and food industries.
Ambient air and dry deposition samples were collected from a site in the
city center with heavy traffic between June 2022 and June 2023,. The
samples were collected on the platform located in the garden of
TUBİTAK BUTAL (Bursa Test and Analysis Laboratory) Directorate, at
coordinates N 40◦ 11′54″, E 29◦ 02′55″ and approximately at an altitude of
2.5 m(Figure SM1).
On non-rainy days, a modified WSS was used to collect dry deposition samples of PCDD/Fs. The WSS was made of stainless steel and all
pipes were Teflon (Fig. 1). A 20 cm edge was placed in a steel pot to
minimize the turbulence caused by the wind on top of the water in the
tray (Tasdemir and Holsen, 2006). A tray, with a diameter of 60.5 cm
and a depth of 0.5 cm, continuously maintained brimful with pure
water, was situated at the top section of the sampler. This section
brought air and water into contact to dissolve atmospheric PCDD/Fs in
water. Thus, the air-water exchange occurred on this surface.
The working principle of the WSS can be summarized as follows: The
tray placed at the top of the WSS was constantly filled with water.
Through a pump, pure water was continuously provided from the center
of the tray, and this water was directed by being drained into a reservoir
from four different points on the tray. The water exiting the reservoir has
been passed through a filter to catch particles and through an XAD-2
resin column with a diameter of 2.5 cm and length of 40 cm to capture the PCDD/Fs dissolved in the water. This water, cleaned by passing
through the filter and resin, was returned to the tray on top of the WSS
using a pump. The average water flow rate was 345.0 ± 55.6 mL/min.
The retention time of the water in the tray was kept at about 250 s. Thus,
the re-evaporation of deposited PCDD/Fs into the air was minimized. In
addition, wrapping the water reservoir and XAD-2 column with
aluminum foil prevented the photochemical reaction-related degradations of the PCDD/Fs in the samples taken.
Concurrently with the WSS, a high-volume air sampler (HVAS)
(GPS11 Thermo Andersen, USA) was operated to determine the atmospheric concentrations of PCDD/Fs. The sampling time was approximately 48 h in both the WSS and HVAS. In each sampling period, the
volume of air drawn by the HVAS had an average of 692.7 ± 188.3 m3. A
glass fiber filter and polyurethane foams (PUFs) were used in the HVAS
to sample the particulate and gas phase PCDD/Fs, respectively.
On the dates of sampling, the meteorological parameters (temperature, wind speed, wind direction, relative humidity) at the sampling site
were obtained from the General Directorate of Meteorology
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Chemosphere 363 (2024) 142810
(Table SM1). The comprehensive TEQ content of PCDD/Fs was determined utilizing the International Toxic Equivalent Factor (ITEF) (Zhang
et al., 2017).
Prior to initiating the extraction process for actual samples and
blanks, a volume of 100 μL of isotope-labeled standards, including
OCDD (13C12, 99%), OCDF (13C12, 99%), 1,2,3,4,6,7,8-HpCDD (13C12,
99%), 1,2,3,4,6,7,8-HpCDF (13C12, 99%), 1,2,3,6,7,8-HxCDD (13C12,
99%), 2,3,4,6,7,8-HxCDF (13C12, 99%), 1,2,3,6,7,8-HxCDF (13C12, 99%),
1,2,3,4,7,8-HxCDD (13C12, 99%), 1,2,3,4,7,8-HxCDF (13C12, 99%),
1,2,3,7,8-PeCDD (13C12, 99%), 2,3,4,7,8-PeCDF (13C12, 99%), 2,3,7,8TCDD (13C12, 99%), and 2,3,7,8-TCDF (13C12, 99%), was added.
The extraction process was carried out in a pressurized liquid
extractor (PLE) system (from Fluid Management Systems, Inc.) using a
mixture consisting of 50% dichloromethane (DCM) and 50% n-hexane
(HEX) under high-pressure conditions (1700 PSI) and at elevated temperatures ranging from 85 to 120 ◦ C, completing approximately within
45 min. About 2 g of sodium sulfate was placed at the upper and lower
sections of the extraction arm to isolate water in the WSS XAD-2 resin.
2.2. Analysis procedure
In the pre-cleaning procedure, XAD-2 resin and PUF were subjected
to a total of 48 h of Soxhlet extraction. The extraction consisted of a 24-h
process in an acetone/hexane (ACE/HEX, 1:1) mixture and another 24-h
process in a dichloromethane/petroleum ether (DCM/PE, 1:1) mixture.
Thus, any potential organic pollutants that could be present in the XAD2 resin and PUFs were removed before sampling. The cleaned resin and
PUFs were wrapped in aluminum foil, placed in a glass container, and
stored in a deep freezer until sampling. On the other hand, filters used in
the samplers were baked at above 450 ◦ C at least 2 h for pre-cleaning.
Fig. 1. Side view of the water surface sampler.
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Chemosphere 363 (2024) 142810
Following the extraction, the samples retained in the solvent were
concentrated down to 0.5 mL through evaporation under a stream of
nitrogen gas. To enhance efficiency, the samples contacting the vial’s
sidewalls were washed three times with 5 mL n-hexane, after which the
sample volume was brought back down to 0.5 mL. The samples were
further processed through 6 cycles of ultrasonic cleaning, using a Bandelin Sonorex device, with 2 mL n-hexane until the volume reached 12
mL.
Subsequent to the extraction, a cleaning step was performed using a
PLE Cleanup device. This device utilized different solvent lines
comprising 100% n-hexane, 2% DCM with 98% n-hexane, 50% ethyl
acetate (EtAc) with 50% benzene, and 100% toluene. During the
cleaning process, the sample was sequentially passed through a silica gel
AP-145 kit, an alumina LP-121 kit, and a carbon CP-120 kit, all from
Fluid Management Systems, Inc. Following this step, the samples held in
the solvent were again reduced to 0.5 mL under a stream of nitrogen gas,
washed three times with 5 mL n-hexane, and then dried entirely by nitrogen gas fumigation. Consequently, the samples were prepared and
rendered suitable for analysis by GC-HRMS (Gas Chromatography-High
Resolution Mass Spectrometry).
2.4. Quality assurance/quality control
In order to ascertain any potential contamination that may occur
from the inception of the sample collection process up to its read in the
GC-HRMS, blank samples have been acquired (Caliskan et al., 2024;
Eker Sanli and Tasdemir, 2023). The XAD-2 resin and PUF blank samples
were delicately enveloped in aluminum foil and brought within a sealed
vessel to the sampling location, where they were meticulously attached
to the device. Subsequently, these samples were subjected to a 5-min
pause on the apparatus, were again wrapped in aluminum foil and
securely brought to the lab inside a closed glass vessel. Five blank
samples of both the resin and PUFs were judiciously amassed.
Blank sample rates averaged 1.85 ± 1.49% and 14.61 ± 2.82% of the
amounts in the WSS and HVAS, respectively, relative to the amounts in
the actual sample. The boundaries of instrument detection limits (IDLs)
were established by employing a peak region that exhibited a signal-tonoise ratio of 3 at the lowest point on the standard calibration curve. The
average IDL value of 1 μL injection for the PCDD/F compounds was
approximately 0.35 pg.
The limit of detection (LOD) was determined for each individual
PCDD/F compound. The calculation of LOD was rendered as the mean
blank mass plus three standard deviations. PCDD/Fs that exceed the
LOD were considered. A separate LOD was established for each PCDD/F
compound. The average blank quantities were subtracted from the
amounts in the samples and a blank correction was executed. For
∑
17PCDD/Fs the average LOD values in WSS and HVAS samples were
18.09 ± 4.23 pg/m2-day and 0.032 ± 0.003 pg/m3, respectively. The
amounts of PCDD/F surpassing the LOD in the samples were acknowledged. Adjustments for blanks were applied by deducting the mean
reference amounts from the quantities in the samples. The recovery rates
varied between 50% and 120%.
2.3. GC-HRMS analysis
Analyses of ambient air and dry deposition of PCDD/Fs were conducted consistent with the methodology outlined in USEPA 1613, utilizing an Agilent 7890B using GC-HRMS. Before the analysis, a volume
correction standard containing 30 μL of 13C12-1,2,3,4-TCDD and 13C121,2,3,7,8,9-HxCDD compounds was added to the samples. Using this
instrument, the 17 most toxic PCDD/F compounds including 2,3,7,8TCDF,
1,2,3,7,8-PeCDF,
2,3,4,7,8-PeCDF,
1,2,3,4,7,8-HxCDF,
1,2,3,6,7,8-HxCDF,
1,2,3,7,8,9-HxCDF,
2,3,4,6,7,8-HxCDF,
1,2,3,4,6,7,8-HpCDF, 1,2,3,4,7,8,9-HpCDF, OCDF, 2,3,7,8-TCDD,
1,2,3,7,8-PeCDD, 1,2,3,4,7,8-HxCDD, 1,2,3,6,7,8-HxCDD, 1,2,3,7,8,9HxCDD, 1,2,3,4,6,7,8-HpCDD and OCDD, were analyzed. Prior to performing the PCDD/F analyses, a calibration curve was constructed
employing five distinct concentration levels (0.5, 2, 10, 40, 200 pg/mL)
to ensure analytical accuracy. For each constituent, the r2 value of the
calibration curve was ascertained to be greater than 0.999. The instrument’s performance was subsequently verified in conjunction with
reading each ensemble of samples (n = 24), utilizing an intermediate
calibrating standard (C = 10 pg/mL). Each sample was individually
injected into the GC-HRMS in a volume of 1 μL. The analytical procedures were conducted utilizing an Agilent DB5-MS capillary column (60
m × 0.25 mm x 0.25 μm). The ion source and interface were adjusted to
temperatures of 250 ◦ C and 275 ◦ C, respectively. Electron ionization
mode was utilized with an ionization energy of 33.5 eV, and a trap
current of 550 mA was employed. The instrument’s settings were
modified to maintain a resolving power of 10000, with a 10% valley
definition and a maximum resolution of 80000. The analysis of PCDD/F
was conducted following the guidelines specified in the USEPA Method
1613 for PCDD/F determinations.
Helium, with a purity of 99.999%, was employed as a carrier gas at a
constant pressure of 25 PSI. The injector was operated at a temperature
of 280 ◦ C in splitless mode, after which a purge process was implemented for 2 min. Initially, the oven was at a temperature of 110 ◦ C,
subsequently escalating at a rate of 15 ◦ C per min until it reached a
temperature of 220 ◦ C. The oven was maintained at this temperature for
10.67 min, after which the temperature was raised to 240 ◦ C at a rate of
1.5 ◦ C per min. An increment of 4 ◦ C per min elevated the temperature to
310 ◦ C, where it was sustained for 2 min. The determination of the
targeted PCDD/F compounds was executed based on their retention
times and qualifier ions. The measurement of PCDD/F compounds was
performed through the utilization of an efficiency standard calibration.
3. Results and discussion
3.1. Atmospheric concentration of PCDD/Fs in the gas phase
In this study, the monthly concentrations of Σ17PCDD/Fs in the gas
phase ranged from 68.38 to 126.88 fg/m3 (average: 93.09 ± 17.62 fg/
m3), whereas its equivalent was between 13.22 and 25.01 fg I-TEQ/m3
(average 18.40 ± 3.84 fg I-TEQ/m3) (Fig. 2). The concentrations are
detailed elsewhere (Gülegen, 2024) and comparisons with the literature
gave reasonable results. For example, some ambient air values were
reported to be between 37 and 81 fg/m3 (mean 48.5 fg/m3) in an urban
area (Correa et al., 2006). In another study, the mean concentration of
∑
17PCDD/F in the gas phase of samples taken from the surroundings of
urban solid waste incineration facilities and traffic regions was 119.5
fg/m3 (Singh and Kulshrestha, 1997). However, the concentrations at
the exit of a land tunnel were significantly higher, ranging from 715 to
765 fg/m3 (with an average of 742.32 fg/m3) (Deng et al., 2011).
Incomplete combustion of fuels and heavy traffic, especially with vehicles using diesel fuel, caused the increased rates (Cheruiyot et al., 2016;
Kim et al., 2003; Li et al., 2018; Wang et al., 2012).
In this study, the total (particle + gas) average concentration of
∑
3
17PCDD/Fs was determined as 445.79 ± 168.05 fg/m , with the
proportion in the gas phase being 11.56 ± 17.27% (Gülegen, 2024).
Similarly, Correa et al. (2006) reported a 2% gaseous phase in an industrial zone, while Castro-Jiménez et al. (2012) detected a 4% ratio in
the North Italian Alps. However, Wu et al. (2009) identified as
approximately 19.8% in the vicinity of a solid waste incineration
facility.
The concentration distribution of PCDD/Fs in the gas phase is illustrated in Fig. 3. Noticeably, measured in I-TEQ, the 2,3,7,8-TCDD and
2,3,4,7,8-PeCDF compounds have contributed the most significant
proportions, standing at 29.00 ± 12.34% and 25.07 ± 6.99%, respectively. Conversely, the OCDD and OCDF presented the least additions,
weighing in at 0.04 ± 0.02% and 0.01 ± 0.01%, respectively. It should
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A.A. Noori et al.
Chemosphere 363 (2024) 142810
Fig. 2. Dry deposition fluxes and concentrations of gas-phase
17PCDD/Fs.
∑
Fig. 3. Average PCDD/F compound values originated from flux and concentration samples.
also be noted that the units are important for ordering the compounds
because 2,3,4,7,8-PeCDF has the highest concentration in fg/m3 unit. In
general, 4- and 5-chlorinated congeners were high in the gas phase
concentrations.
2020). Even though dry deposition samples can be taken over different
surfaces, there are advantages to utilizing water surfaces for determining dry deposition flux. Among the most significant advantages are
that particles are captured by the water when they touch it and air/water exchange can be defined by Henry’s Law (Tasdemir and Holsen,
2006).
In this study, the average gas phase dry deposition fluxes of
∑
2
17PCDD/Fs was measured to be 34.07 ± 9.35 pg/m -day (7.35 ±
2.16 pg I-TEQ/m2day). The highest dry deposition flux value was
observed in March, at 49.53 pg/m2day (11.42 pg I-TEQ/m2day) whereas
the lowest was noted in August, standing at 18.64 pg/m2day (4.64 pg I-
3.2. Dry deposition fluxes of PCDD/Fs in the gas-phase
This study employed a WSS to determine the dry deposition fluxes of
PCDD/Fs in the gas phase. Dry deposition sampling of some SVOCs,
including OCPs, PCBs, and PAHs was successfully carried out with WSS
(Birgül et al., 2011; Eker and Tasdemir, 2018; Sakin and Tasdemir,
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Chemosphere 363 (2024) 142810
TEQ/m2day) (Fig. 2). In this study, a general seasonal variation in flux
values was observed. High values were apparent during the colder
months while lower values were observed during the warmer periods. In
their computational model-based research, Wu et al. (2009) estimated a
minimum deposition of 5.07 pg I-TEQ/m2-day in July and a maximum of
26.1 pg I-TEQ/m2-day in January. In conjunction with this, Chi et al.
(2012) have quantified dry deposition fluxes in a semi-rural area utilizing an automatic wet/dry sampler, measuring 3.72 pg I-TEQ/m2-day
in the summer months (June–August) and 8.43 pg I-TEQ/m2-day during
the winter months (December–February). The primary reasons for
heightened emissions during colder months are the increased incidence
of incomplete combustions in vehicle engines compared to warmer periods, the burning of fuels for residential and industrial heating purposes, the reduction in photochemical degradation with OH radicals in
low temperatures, and the scarcity of thorough mixing and distribution
during winter months (Brubaker and Hites, 1997; Chang et al., 2004; Chi
et al., 2009; Deng et al., 2011). Thus, flux values also increase with
increasing ambient PCDD/F concentrations.
The flux values of PCDD/Fs depend on the sampling site characteristics and the measurement device employed (e.g., stainless steel containers, frisbee metal plates, greased surface plates, automatic wet/dry
samplers, WSS, etc.), rendering a comparison of results across studies
(Table 1). Moreover, fluctuations in the flux of pollutants can potentially
be associated with variations in environmental concentrations and
meteorological conditions, including temperature, relative humidity,
wind speed, and atmospheric stability.
Oka et al. (2006) conducted a study within the urban regions of
Japan using a glass funnel for atmospheric bulk deposition of PCDD/Fs.
The results, obtained between June and December, had an average value
of 360 pg/m2-day. The bulk sampling method incorporated both dry
deposition of the gas + particle phase and wet deposition observed with
precipitation. Accordingly, the flux levels measured through bulk
deposition are identified to be larger. Chi et al. (2012) reported the
atmospheric dry deposition of gas + particle phase PCDD/Fs from three
Taiwanese water reservoirs. Utilizing an automated wet/dry sampler,
they quantified dry deposition levels between 0.38 and 4.55 pg
I-TEQ/m2-day. The reduced dry deposition rate can be attributed to the
spatial distance of the water reservoir from urban/traffic areas and
emission sources. Ren et al. (2007) measured the atmospheric bulk
deposition of PCDD/Fs in semi-urban, urban, and industrial regions of
China’s Guangdong province sequentially 1900, 2200, and 2400
pg/m2-day, respectively. They stated that these values were very high
due to exhaust gases from heavy traffic, burning of fossil fuels, and high
combustion in industrial areas.
Some researchers, on the other hand, have estimated the dry deposition flux by utilizing a model calculation (FT = VT x CT). In those
calculations, atmospheric concentrations were measured yet the deposition velocities were taken from the literature (Suryani R. et al., 2015;
Yu et al., 2021; Zhu et al., 2017). Mi et al. (2012) estimated the total
deposition flux (gas + particle) of PCDD/Fs as 12.4–20.6 pg-I
TEQ/m2-day in the industrial zone in Tainan, Taiwan, using VT = 0.42
cm/s and Vg = 0.01 cm/s deposition rates from the literature. In another
study, Degrendele et al. (2020) estimated the dry deposition fluxes of
particle-phase PCDD/Fs in the rural region of the Czech Republic, utilizing the deposition velocity in the literature, Vp = 0.2 cm/s; their results ranged from 1.15 to 1.56 pg WHO-TEQ/m2-day. In some studies by
calculation method, dry deposition rates of PCDD/Fs in the gas phase
have been estimated at 6–10% of the total flux (Huang et al., 2011;
Suryani R. et al., 2015; Wang et al., 2010).
3.3. Profiles of PCDD/F congeners in gas-phase deposition fluxes
The mean dry deposition fluxes of PCDD/F compounds measured
throughout the sampling period are presented in Fig. 3. Upon investigation, 1,2,3,7,8-PeCDF had the highest value (5.49 ± 3.49 pg/m2-day)
while the lowest compound, 2,3,4,6,7,8-HxCDF, was established at a
Table 1
Literature comparison of dry deposition fluxes of PCDD/Fs.
Region
Country
Sampling date
Flux (pg- I-TEQ/m2-day)
Method
Reference
Urban
Manchester, UK
Cardiff, UK
Belgium
Tokyo, Japan
Yokohama, Japan
Tsukuba, Japan
Tanzawa, Japan
Clinton Drive, US
Lang Road, US
South, Taiwan
Guangzhou, China
North, Taiwan
1991–1992
1420a**
1010a**
3.4–10aa
46.57a
30.14a
23.56a
15.62a
351b**
125b**
3.07–18.9b
1500–720aa
12.3–16.7b
2.07–9.9a
6.69–11.6b,c
5.73–15.6bc
0.38–4.55b
0.62–19.3a
12.4–20.6b,d
1.9bca
0.37bca
0.07–3.97e,a
0.12–12.13ea
1.15–1.56ea
6-19a**
4.64–11.42f
Stainless Steel Pot
Halsall et al. (1997)
Bergerhoff
Stainless Steel Pot
An Lieshout et al. (2001)
Ogura et al. (2001b)
Automatic Wet/Dry Deposition Sampler
Correa et al. (2006)
Smooth Surface Plate
Watery Rectangular Container
Automatic Wet/Dry Deposition Sampler
Shih et al. (2006)
Ren et al. (2007)
Chi et al. (2009)
Calculation FT=Vp × Cp + Vg × Cg
Wang et al. (2010)
Automatic Wet/Dry Deposition Sampler
Chi et al. (2012)
Calculation FT=Vp × Cp + Vg × Cg
Calculation FT=Vp × Cp + Vg × Cg
Mi et al. (2012)
Suryani R et al. (2015)
Calculation Fp = Vp × Cp
Castro-Jiménez et al. (2017)
Calculation Fp = Vp × Cp
Bergerhoff
Water Surface Sampler
Degrendele et al. (2020)
Dreyer and Minkos (2023)
This Study
Industrial
Urban
Urban
Semi-Urban
Rural
Industrial
Urban
Rural
Urban
Semi-Urban
1993–1999
1996–1998
2003–2004
2003–2004
2004–2005
2007–2008
Coastal
Semi-Urban
Reservoir
Taiwan
2006
Taiwan
2008–2010
Industrial
Coastal
Background
Coastal
Coastal
Background
Background
Urban + Traffic
Tainan, Taiwan
Hengchun, Taiwan
Lulin, Taiwan
Marseille, France
Bizerte, Tunisia
Czech Republic
Germany
Bursa, Turkey
2010–2011
2012–2013
2015–2016
2011–2014
2018–2019
2022–2023
pg WHO-TEQ/m2-day.
pg/m2-day.
Bulk.
Gas + Particle.
VT = 0,45-0,52-0,32-0,39 cm/s for the spring, summer, autumn and winter seasons respectively and Vg = 0,01 cm/s.
VT = 0,42 cm/s and Vg = 0,01 cm/s.
Vp = 0,2 cm/s.
Gas-Phase.
6
A.A. Noori et al.
Chemosphere 363 (2024) 142810
valuation of 0.29 ± 0.15 pg/m2-day (Fig. 3a). According to computations made per the I-TEQ unit, the maximum level for 2,3,7,8-TCDD was
determined to be 2.36 ± 1.05 pg I-TEQ/m2-day, while the minimum
value was identified for OCDF at 0.001 ± 0.001 pg I-TEQ/m2-day.
Similarly, in a study, the highest and the lowest congeners in the gas
phase fluxes were 2,3,7,8-TCDD and OCDF, respectively (Huang et al.,
2011; Suryani R. et al., 2015). The 4- 5-chlorinated, and 7- 8-chlorinated
congeners contributed to the total PCDD/F flux of 57.4% and 42.6%,
respectively. The fluxes for high molecular weight PCDD/Fs were found
to be minimal. Numerous observational studies have reported that 7and 8-chlorinated compounds predominantly exist in the particle phase
(Mi et al., 2012; Wang et al., 2010; Wu et al., 2009).
Dioxins and furans’ monthly calculated dry deposition flux percentages, alongside dry deposition flux percentages quantified in I-TEQ
terms, are presented in Figure SM2. Based on collected data, the average
percentage flux values for PCDFs and PCDDs were 61.48 ± 8.94% and
38.52 ± 8.94%, respectively. However, when evaluated in I-TEQ terms,
the computed ratios for PCDD and PCDF were discerned as 58.29 ±
9.54% and 41.71 ± 9.54%, respectively (Figure SM2).
The percentage contribution of the concentration and dry deposition
∑
∑
of 7PCDD and 10PCDFs were calculated. Each compound’s flux and
concentration values were divided by the total PCDD and PCDF values
for that month to obtain the percentages of all compounds for each
∑
month (Figure SM3). 10PCDFs exhibited higher dry deposition flux,
constituting 24.09 ± 12.08% for 1,2,3,7,8-PeCDF, while the lowest
identified proportion was 1.33 ± 0.61% for the 2,3,4,6,7,8-HxCDF
compounds. Calculations on an I-TEQ basis revealed that the
2,3,4,7,8-PeCDF compounds possessed the greatest proportion at 55.36
± 10.88% yet the OCDF had the least percentage, registering at 0.02 ±
∑
0.01%. In the dry deposition flux of the
7PCDDs currently under
scrutiny, the compound 1,2,3,7,8-PeCDD held a preeminent proportion
of almost 24.65% ± 7.78, whilst the compound 1,2,3,4,6,7,8-HpCDD
sustained the minimum percentage of approximately 8.28% ± 4.78.
As a result of the calculations performed in I-TEQ, the 2,3,7,8-TCDD had
the highest rate of 54.84 ± 12.13% and the OCDD had the lowest rate of
0.03 ± 0.02% (Figure SM3).
postulated that maintaining the minimal duration of water retention on
the surface of the WSS ensures the lowest degree of re-evaporation of
dissolved PCDD/Fs, thereby accepting that Cw(H/RT) is equivalent to
zero. In this case, the equation simplifies to the following form:
[ ]
Fg = Kg Cg
(2)
In this study, the mass transfer coefficients of PCDD/Fs (Kg = Fg/Cg)
were calculated by dividing the dry deposition flux (Fg) in the gas phase,
directly measured by WSS, by the concentration in the gas phase (Cg),
measured simultaneously by HVAS. As a result of the calculations, the
∑
average 17PCDD/F MTC values were determined as 0.45 ± 0.15 cm/s
(Fig. 4). Due to the lack of MTCs of PCDD/Fs in the literature, the
average MTC value calculated for PCDD/Fs was compared with the
MTCs of SVOCs calculated using WSS (Table 2). Therefore, as shown in
Table 2, the MTC values of PCDD/F measured by WSS are in harmony
with those calculated for other SVOCs. Sheu (1996) used a smooth
surface plate in the urban-industrial area of Taiwan and reported the
MTCs of PAHs as 0.01 cm/s, below the value in this study. SVOCs may
degrade and re-evaporate when exposed to atmospheric conditions and
sunlight on smooth surfaces (Chi et al., 2009). Consequently, the
quantity of gas-phase measurements on these surfaces appears to be
minimal. Since the MTC is a function of the flux, the MTC values will also
be low at relatively low fluxes. In the WSS, the masses collected were
retained within an XAD-2 resin column. This resin column was wrapped
in aluminum foil to protect it from the effects of sunlight.
In determining MTCs, concentration, alongside meteorological parameters, can influence to a certain extent. A correlation analysis was
conducted to establish the relationship between meteorological data
(wind speed, temperature, and relative humidity) and MTCs. A significant relationship between the MTC and temperature was calculated (r =
0.8; p < 0.01), whereas no statistically significant relationship was
found with other meteorological data and MTCs (p > 0.1). This result is
similar to the ones reported for PCBs (Cindoruk and Tasdemir, 2007).
The highest average MTC was calculated to be 0.89 ± 0.30 cm/s for
2,3,7,8-TCDF compound, while the lowest value was determined to be
0.2 ± 0.16 cm/s for OCDD compound (Table SM2). Due to the higher
molecular weight of the 7- and 8-chlorinated PCDD/F compounds, their
MTC values were lower than those of the lower-chlorinated PCDD/F
compounds.
Equation (2) shows that it is mathematically obvious that the slope
obtained from the regression calculation of concentrations against the
fluxes of PCDD/Fs in the gas phase will give the MTC (Kg) value (Fig. 5).
The slope obtained as a result of the regression analysis has been
calculated to be 308.97 m/day or 0.36 cm/s (r = 0.57; p < 0.001). The
relationship between gas phase concentration and dry deposition fluxes
was found to be statistically significant (Fig. 5). Of course, some factors
affect fluxes and MTCs, causing fluctuations from linearity. Similarly,
Odabasi et al. (2001) reported that the slope obtained from the relationship between gas phase flux and concentration in PAHs was 0.36
cm/s (r2 = 0.76; p < 0.05).
3.4. Mass transfer coefficients (MTCs) of PCDD/Fs
The magnitude of gas transfer is contingent upon the concentration
discrepancies between the atmosphere and water, the chemical properties of the compounds, and atmospheric conditions (Cindoruk and
Tasdemir, 2007; Pryor et al., 2015). The transition at the air-water
interface can be elucidated in a diffusion process encompassed within
two film models. The two-film theory is employed for the estimation of
mass transfer coefficients. The gaseous transition at the air-water
interface is influenced by factors such as diffusion coefficients, wind
velocity, temperature, stability of the boundary layer, surface contamination and chemical reactions occurring at the surface (Asman et al.,
2003; Odabasi et al., 2001). Investigations reveal that the 2-film theory
is effective in explaining the transfer of SVOCs to water surfaces and is
given below (Silsby et al., 2021; Sobotka et al., 2022; Wang et al., 2018;
Rasiq et al., 2019):
[
]
H
Fg = Kg Cg − (Cw )
(1)
R×T
4. Conclusion
There is no generally accepted dry deposition sampling method for
PCDD/Fs. This research demonstrated that the WSS possesses the
capability to sample the fluxes of PCDD/Fs effectively. The flux of
PCDD/Fs in the gas phase (Fg) ranged between 49.53 and 18.64 pg/m2day. The fluxes in the literature reported the exchange level between air
and water surfaces. Owing to the absence of direct measurements of dry
deposition fluxes of PCDD/Fs in the gas phase previously, the flux data
obtained in this study were compared with PCDD/F values determined
via computational methods and bulk samplers. Consistent with the
literature, the determined values of dry deposition fluxes exceed the
data obtained in semi-rural, yet they were lower than those in industrial
regions.
where, Fg represents the net flux in the gas phase (pg/m2-day), Kg refers
to the mass transfer coefficient (MTC) (m/day), Cg signifies the pollutant
concentration in the gas phase (pg/m3), Cw denotes the pollutant concentration in the water (pg/m3), R is the universal gas constant (0.082
atm-L/mol-K), while T stands for the ambient temperature (K), and H
typifies Henry’s constant (atm-L/mol). The MTC values of SVOCs have
been determined by some researchers using directly measured dry
deposition fluxes and concentration in air (Eker andTasdemir and Esen,
2008; Esen et al., 2010; Sakin and Tasdemir, 2020). In this equation, it is
7
A.A. Noori et al.
Chemosphere 363 (2024) 142810
Fig. 4. Average mass transfer coefficients (MTCs) for each PCDD/F congener.
Table 2
Mass transfer coefficients (MTCs) of some semi-volatile organic compounds (SVOCs).
Region
Country
Sampling date
Method
SVOCs
MTCs (cm/s)
Reference
Urban-Industrial
Rural
Urban
Urban
Urban
Urban
Urban
Coastal
Semi-Urban
Urban + Traffic
Semi-Urban
Semi-Urban
Semi-Rural
Semi-Urban
Urban + Traffic
Tainan, Taiwan
USA
Chicago, USA
Chicago, USA
İzmir, Turkey
Chicago, USA
Chicago, USA
İzmir, Turkey
Bursa, Turkey
Bursa, Turkey
Bursa, Turkey
Bursa, Turkey
Bursa, Turkey
Bursa, Turkey
Bursa, Turkey
1994
1984
1995
1995
2003–2004
1995
1995
2005
2004–2005
2004–2005
2004–2005
2008–2009
2008–2009
2013
2022–2023
Smooth Surface Plate
Mass Balance
Water Surface Sampler
Water Surface Sampler
Water Surface Sampler
Water Surface Sampler
Water Surface Sampler
Gas Stripping
Water Surface Sampler
Water Surface Sampler
Water Surface Sampler
Automatic Wet/Dry Deposition Sampler
Water Surface Sampler
Water Surface Sampler
Water Surface Sampler
PAH
PAH
PAH
PCB
HCHO
PCB
PCB
PBDE
PCB
PAH
PAH
PAH
OCP
PCB
PCDD/F
0.01
0.054
0.74 ± 0.52
0.54 ± 0.47
0.58 ± 0.21
0.40 ± 0.36
0.54 ± 0.47
0.25
0.6 ± 0.2
0.38 ± 0.17
0.69 ± 0.41
0.61 ± 0.11
0.46 ± 0.37
0.25 ± 0.23
0.45 ± 0.15
(Sheu, 1996)
McVeety and Hites (1988)
Odabasi et al. (2001)
Tasdemir et al. (2005)
Seyfioglu and Odabasi (2006)
Tasdemir and Holsen (2006)
Tasdemir et al. (2007)
Cetin and Odabasi (2007)
Cindoruk and Tasdemir (2007)
Tasdemir and Esen (2008)
Esen et al. (2010)
Birgul (2013)
Eker and Tasdemir (2018)
Sakin and Tasdemir (2020)
This Study
CRediT authorship contribution statement
A HVAS was utilized to measure the concentrations of PCDD/Fs in
the ambient air. Concurrently, this HVAS was operated in conjunction
with the WSS. The average concentration of PCDD/Fs in the gas phase
(Cg) was determined to be 93.09 ± 17.62 fg/m3 (18.40 ± 3.84 fg I-TEQ/
m3). These values were comparable to the outcomes of investigations
carried out in urban and traffic areas but they were below those reported
in a study conducted in a highway tunnel.
For each PCDD/F, the mass transfer coefficient (MTC) value was
determined by the ratio of concurrently measured gas phase flux (Fg)
and the concentration (Cg). The average MTC value for 17 PCDD/Fs
congeners was 0.45 ± 0.15 cm/s. The calculated MTC values for PCDD/
Fs were found to be at a similar level compared to those obtained for
SVOCs gathered via the WSS. The correlations between MTC values and
meteorological data yielded significant results with respect to ambient
temperature while demonstrating weak associations with other
parameters.
Abdul Alim Noori: Writing – original draft, Validation, Software,
Methodology, Formal analysis, Data curation. Berke Gülegen: Writing –
original draft, Visualization, Validation, Software, Methodology, Formal
analysis, Data curation. Yücel Tasdemir: Writing – review & editing,
Visualization, Supervision, Resources, Project administration, Investigation, Funding acquisition, Conceptualization.
Declaration of competing interest
The authors declare that they have no known competing financial
interests or personal relationships that could have appeared to influence
the work reported in this paper.
8
A.A. Noori et al.
Chemosphere 363 (2024) 142810
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Fig. 5. Correlation between gas-phase deposition flux and concentration values.
Data availability
Data will be made available on request.
Acknowledgments
This study was supported by the Scientific and Technological
Research Council of Turkey (TUBITAK) (Grant number 121Y473). The
authors thank TUBITAK for the support. We extend our thanks to Dr.
Aşkın Birgül for his valuable contributions throughout the study. Our
thanks also go to the team at the Ministry of Environment’s Environmental Reference Laboratory for their contributions to the GC-HRMS
readings, as well as to the management of BUTAL for opening their
doors during the sampling process.
Appendix A. Supplementary data
Supplementary data to this article can be found online at https://doi.
org/10.1016/j.chemosphere.2024.142810.
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