Abstract
Scavenging of gas- and aerosol-phase organic pollutants by rain is an efficient wet deposition mechanism of organic pollutants. However, whereas snow has been identified as a key amplification mechanism of fugacities in cold environments, rain has received less attention in terms of amplification of organic pollutants. In this work, we provide new measurements of concentrations of perfluoroalkyl substances (PFAS), organophosphate esters (OPEs), and polycyclic aromatic hydrocarbons (PAHs) in rain from Antarctica, showing high scavenging ratios. Furthermore, a meta-analysis of previously published concentrations in air and rain was performed, with 46 works covering different climatic regions and a wide range of chemical classes, including PFAS, OPEs, PAHs, polychlorinated biphenyls and organochlorine compounds, polybromodiphenyl ethers, and dioxins. The rain–aerosol (KRP) and rain–gas (KRG) partition constants averaged 105.5 and 104.1, respectively, but showed large variability. The high field-derived values of KRG are consistent with adsorption onto the raindrops as a scavenging mechanism, in addition to gas–water absorption. The amplification of fugacities by rain deposition was up to 3 orders of magnitude for all chemical classes and was comparable to that due to snow. The amplification of concentrations and fugacities by rain underscores its relevance, explaining the occurrence of organic pollutants in environments across different climatic regions.
Keywords: wet deposition, snow, scavenging, amplification, Antarctica, PFASs, OPEs, PAHs, PCBs, PBDEs
Short abstract
Rain scavenging of atmospheric organic pollutants has a high capacity to amplify concentrations in aquatic and terrestrial environments across climatic regions.
Introduction
Persistent organic pollutants (POPs) have the potential for long-range atmospheric transport (LRAT) from source to remote regions due to their persistence, semivolatility, or transference to the atmosphere with sea-spray aerosols.1−3 The study of LRAT and atmospheric deposition has been central in previous assessments of the occurrence of POPs at regional and global scales. Some of these mechanisms were previously described, such as cold trapping,4 enhanced deposition due to the biological pump,5,6 degradation pump enhanced deposition,7,8 temperature and biological pump-driven grasshopping over the oceans,4,9 and retardation of grasshopping due to sorption to soil and vegetation organic matter.10,11 Many of these transport mechanisms are fugacity-driven diffusive fluxes between the air and the receiving surface (water, soils, and vegetation). Conversely, wet deposition by rain and snow is independent of the fugacity gradient between the air and surface but is dependent on the capacity of rain and snow to scavenge atmospheric pollutants.12−14 These deposition processes can lead to higher concentrations of organic pollutants in water and soils than those derived from air-surface partitioning only, a process named “amplification.” However, the amplification of organic pollutants has received little attention. Previous works focused on the role of snow deposition amplifying the concentrations of POPs in soils and seawater.15−19 Comparatively, the role of rain deposition has received less attention.
Wet deposition by rain or snow12 scavenges POPs found in the gas and aerosol phases very efficiently and can amplify concentrations of POPs in other environmental compartments, such as in seawater18−21 or soils.22−25 This process has been proven to be especially effective for snow scavenging and is one of the main entries of POPs in cold regions, such as high-mountain and polar regions.18,26−28 Partition toward the snowflakes is favored at low temperatures. This together with the high specific surface area of snow, makes this deposition process crucial to understand the occurrence of a large variety of POPs in polar regions.17−19,26,27,29 A meta-analysis of the snow–air partition constants (KSA), estimated as the ratio of POP concentrations in snow and air, from previously reported simultaneous field measurements, showed that snow amplification was relevant for diverse families of POPs, independent of their volatility.18 The same work showed that seawater–air fugacity ratios of polychlorinated biphenyls (PCBs) were highly correlated with the product of KSA and the dimensionless Henry’s law constant (H′), a measure of snow amplification of fugacity. Therefore, coastal seawater mirrored the PCBs in snow due to snowmelt releasing POPs. This and other observations of the occurrence of POPs provide the field evidence that pollution in the environment is underpredicted when considering air-surface diffusive partitioning only.
Rain also scavenges atmospheric pollutants found in the gas and aerosol phases, but the role of rain deposition, occurring under various climatic regimes, remains unclear, especially in terms of amplification of concentrations and fugacities. Snow and rain deposition have been compared previously, suggesting that snow is significantly more efficient than rain when collecting POPs from the atmosphere.26 Nowadays, the occurrence of legacy and emerging POPs have been reported in rain from diverse climatic regions, with what has become a remarkable body of field evidence of the role of rain as a deposition process.30−74
The wet deposition flux (FWD, pg m–2 d–1) is given by
![]() |
1 |
where p0 (m d–1) is the precipitation depth per day and Crain (pg m–3) is the POP concentration in rain. It is useful to refer to the wet deposition flux for the raining period and for the atmospheric concentrations, which are often measured instead of concentrations in the rain. Then, the estimation of the wet deposition flux is given by
![]() |
2 |
where Cair,p is the concentration in the particulate phase of air, Cair,G is the concentration in the gas phase, and f is the fractional occurrence of rain. The rain–air partition constant (KRA), also called the water/air scavenging ratio or washout ratio, is given by33
![]() |
3 |
where KRG and KRP are the rain–air partition constants for the gas phase and particulate phase, respectively. θ (dimensionless) is the fraction of aerosol-bound POPs to the total atmospheric POP concentration (Cair,P/Cair,P + Cair,G). These dimensionless partition constants can be estimated by
![]() |
4 |
![]() |
5 |
KRA is thus the scavenging ratio including both the gas- and particulate-phase concentrations in air, while KRP and KRG only consider the scavenging of aerosol- or gas-phase POPs, respectively.
The values of KRP depend, in a complex manner, on meteorology, aerosol characteristics, and chemical properties and have generally been determined empirically. Field derived values are highly variable with a mean value13 of 2 × 105. Conversely, KRG depends on the raindrop-air diffusive partitioning and the POP adsorption on the raindrop surface from the gas phase. Thus,
![]() |
6 |
Therefore, KRG is the sum of the absorption and adsorption terms (KRG,dissolved and KRG,adsorbed). KRG,dissolved is given by the inverse of the dimensionless Henry’s law constant (1/H′). On the other hand, KRG,adsorbed depends on the water interface-air partition constant and the size distribution of rain drops.13,75 The second term in eq 6 has been suggested to be important for polycyclic aromatic hydrocarbons (PAHs), dioxins, and furans (PCDD/Fs) but not for PCBs.13,75 When the adsorption to raindrops is important, then it is possible that there is an amplification of gas-phase POPs in rain.
The objectives of this work are (i) to report a meta-analysis of the rain–air partitioning of POPs previously reported in the literature, with a contribution of a new data set of perfluoroalkyl substances (PFAS), organophosphate ester (OPEs), and PAHs in the Antarctic rain, (ii) to assess the potential for rain amplification for different legacies and emerging POPs, and (iii) to compare rain and snow amplification of POPs.
Materials and Methods
Site Description and Sampling
The samples for this study were collected during two sampling campaigns. The first campaign was carried out in Deception Island (62°58′S 60°39′W) during the Antarctic summer 2016–2017, while the other one was in Livingston Island (62°36′S 60°30′O) during the Antarctic summer 2017–2018. These two islands are located in the South Shetland Archipelago (Figure S1) in the Antarctic Peninsula. In this area, periods with temperatures above freezing during summer allow rain to fall.76 The samples for PFAS analysis were collected in both islands; however, the samples for OPEs and PAHs were collected only in Livingston Island.
The rain samples were collected with a stainless steel tray, from which 2 L was poured into Teflon bottles for the analysis of OPEs and PAHs (n = 10), and 2 L was poured into polypropylene bottles for the analysis of PFAS (n = 21). After 30–60 min of sample collection, the samples were filtered through precombusted GF/F glass fiber filters (47 mm diameter, Whatman 0.7 μm mesh size) before passing through their specific cartridges at the Antarctic research station’s laboratory. The PFAS extraction was based on a solid-phase extraction (SPE) procedure using Oasis WAX cartridges (6 cm3, 150 mg; Waters).77 On the other hand, OPEs and PAHs were extracted using an SPE procedure with Oasis hydrophilic–lipophilic balance cartridges (6 cm3, 200 mg; Waters) by following an established methodology78,79 with some modifications. Samples were spiked with recovery standards before the SPE (Table S1). Aerosol samples were collected (Figure S1) using a high volume air sampler (MCV, Collbató, Spain) operating at 40 m3 h–1. The air was drawn through a precombusted and preweighed quartz microfiber filter (QM-A; Whatman, 8–10 inches) to collect aerosol-bound compounds (total suspended particle). Twenty aerosol samples were analyzed for PFAS and 6 aerosol samples were analyzed for OPEs and PAHs. All the samples/cartridges were stored at −20 °C, after the sampling, until analysis in an ultraclean laboratory in Barcelona.
The procedures followed for the extraction, identification, and quantification of PFAS, OPEs, and PAHs are described in Annex S1 in Supporting Information. Quality assurance and quality control are reported in Annex S2 in Supporting Information. Recoveries and limits of detection are summarized in Tables S2 and S3 in Supporting Information.
Criteria for Meta-Analysis of Rain–Air Partition Constants
We reviewed the previous reports of organic pollutants in rain and air (particulate and gas phase), and a total of 45 publications were found and used for this study.30−74 There are additional reports of field concentrations of organic pollutants in rain,80−101 but they lack concurrently measured atmospheric concentrations, or data were not given in the manuscript, and thus rain–air partition constants could not be estimated. Table S4 summarizes the data set contained in the 45 publications used for the partition constants. With the new data reported for PFAS, OPEs, and PAHs in this study, a total of 46 data sets were used in this meta-analysis. The meta-analysis was made for the three rain–air partition constants (eqs 3–5). In some of the previous studies, one, two, or three of the coefficients, KRP, KRG, and KRA were already provided. For the other works reporting concentrations, we calculated the respective partition constants by following eqs 3–5. We were not able to perform the meta-analysis with all data sets for the three different coefficients as some works only reported concentrations for the particulate, or gas phase, or total atmospheric concentration. In the case of PCBs and hexachlorocyclohexane (HCH), if the authors provided only the concentrations in the gas phase, both KRG and KRA were estimated, as it is well known that these POPs are mostly found in the gas phase (low θ value in eq 3). These data were used to derive Figures 1, 2, 3, 4 and S5–S9 and are reported in Tables S4–S11. The results shown in these figures are the mean and the standard deviation of the partition constants for each compound and each data set. The standard deviation is not given when the original work provided only one value of the coefficients for each compound or reported only the mean (details in Table S4). We focused on rain–air partition coefficients as reported directly from chemical measurements. We did not consider estimates of these partition constants from models, even if these were partly based on measurements. For the estimation of KRGH′ (amplification potential), we used H′ values at 298.15 K (Table S8). All the calculations, statistics, and plots for the meta-analysis were performed using R Studio 1.4 (Figures 1, 2, 3, 4, 5, S1–S9, Tables S12).
Figure 1.
Meta-analysis of rain–air particulate partition constants (KRP) for various families of organic pollutants. The results shown are the mean and the standard deviation of log KRP.
Figure 2.
Meta-analysis of rain–gas partition constants (KRG) for various families of organic pollutants. The results shown are the mean and the standard deviation of log KRG.
Figure 3.
Meta-analysis of rain–air (particulate + gas phase) partition constants (KRA) for various families of organic pollutants. The results shown are the mean and the standard deviation of log KRA.
Figure 4.
Predicted rain amplification of the fugacity ratio between rain and air given by the product of the rain–air (gas phase) partition constant and the dimensionless Henry’s law constant (fw/fG = KRGH′) for various families of organic pollutants. The results shown are the mean and the standard deviation of log KRGH′.
Figure 5.
Comparison of amplification of organic pollutants by rain and snow. The results show the mean of KRG/KSA and its error estimated using the uncertainty propagation approach (Annex S3).
Results and Discussion
Concentrations of PFAS, OPEs, and PAHs in Rain and Aerosols from Maritime Antarctica
The concentrations of the individual PFAS, OPEs, and PAHs measured in the rain and aerosol samples from Deception and Livingston Islands (the Antarctic Peninsula) are summarized in Tables S9–S11 (Supporting Information) and shown in Figures S2–S4. The average and range concentrations of ∑PFASs in rain and aerosol samples from Deception Island were 3,600 (660–7,600) pg L–1 and 0.13 (0.056–0.32) pg m–3, respectively. The average and range concentrations of ∑PFAS in rain and aerosol samples from Livingston Island were 3,600 (400-8,400) pg L–1 and 0.19 (0.0067–0.71) pg m–3, respectively. To the best of our knowledge, this is the first report of POP concentrations in rain from Antarctica. These concentrations in rain were 1 order of magnitude lower than those reported in Northern Germany.65 On the other hand, these PFAS concentrations in rain were similar to those measured in snow from Livingston Island.19 PFAS concentrations in aerosol samples were comparable to those reported previously at Livingston Island.2
The average and range concentrations of ∑OPEs in rain and aerosol samples from Livingston Island were 35,800 (9730–93,600) pg L–1 and 41.7 (13.3–28.3) pg m–3, respectively. The concentrations reported here for rain were 1 order of magnitude lower than those reported in Germany.87,102 The aerosol-phase concentrations of OPEs were comparable with those reported in the Western Antarctic Peninsula for 2014–2018,103 which ranged from 5.75 to 238 pg m–3.
The average concentrations of ∑PAHs in rain samples from Livingston Island averaged 9.05 (2.36–17.8) ng L–1 and concentrations of ∑PAHs in aerosol samples averaged 0.02 (0.005–0.03) ng m–3. These aerosol-phase concentrations from Livingston Island were comparable to the ∑PAH concentrations previously reported from the Antarctic and Southern Ocean atmosphere,104 where ∑PAH average concentrations from Livingston Island ranged from 0.03 to 0.09 ng m–3. The ∑PAH concentrations in rain for this study were significantly lower than those reported in rain during the Malaspina 2010 circumnavigation in the tropical and subtropical oceans.71
Rain Scavenging of Aerosol-Bound POPs
Particle scavenging by rain is characterized by KRP. The efficiency of the washout of aerosols by rain depends on a number of factors, such as the aerosol and raindrop size distributions, among other factors.13,75 There are a number of reported measurements of KRP for PCBs and PAHs, some of which have been used in modeling exercises for wet deposition.13,36,44,45,50,58,62,66,105 We compiled all the previous reports of simultaneous occurrence of organic pollutants in rain and aerosols, with 24 studies reporting concentrations of PCBs, PCDD/Fs, PAHs, organochlorine pesticides (OCPs), PBDEs, and PFAS, together with the new data set from this work for PAHs, OPEs, and PFAS from Antarctica. Figure 1 shows the comparison of KRP from this meta-analysis. The compound-specific average log KRP value ranged between 2.6 and 11.5; the mean value was 5.5.
The log KRP value of PAHs ranged between 2.6 and 11.5, representing the highest variability. Among these, the values derived from studies by Ligocki et al. (1985)33 showed the most different values of KRP compared with all the other studies, especially for the high molecular weight (MW) PAHs. Naphthalene and their methylated compounds showed the highest log KRP average value, ranging from 4.9 to 11.5. With the exception of PAHs, for which there was a high variability of KRP, the other pollutant families showed similar KRP values among the different studies. The log KRP values of PCBs and OCPs presented similar ranges between studies, within the range 4.0–7.0 and 2.7–6.6, respectively. The log KRP value of PCDD/Fs ranged between 4.0 and 5.0.37,38
As far as we know, the field-derived KRP value of OPEs is reported here for the first time, with the log KRP value ranging from 4.1 to 7.3. The log KRP value of PBDEs ranged between 4.01 and 7.0.49,50,59,60,62,63,68 The KRP value ranged between 3.6 and 8.8 for PFAS.57,65 We could only compare KRP for various PFAS from two different studies that measured concentrations simultaneously in rain and aerosols. In addition, Barton et al. (2007)57 reported KRP values for PFOA only. The KRP values from previously reported concentrations65,106 were comparable with those measured here (Figure 1).
The aerosol type and the physical and chemical properties of the compound could influence the values of the scavenging ratios. OPEs and PFAS showed the highest average values for log KRP, together with naphthalene and some methylnaphthalenes. Overall, the KRP values of the different chemicals showed high variability. Nevertheless, these were significantly correlated with KOA and H′ (KAW), but correlations explained a small percentage of the variability (r = 0.39 or r = 0.2, respectively) (Figure S9 and Table S12). In addition, we compared KRP for aerosols having different origins, by classifying the field studies between those performed in urban and continental areas and coastal and open oceans (Figure S5). A Tukey HSD test was carried out for performing pairwise comparison between the means of KRP for different aerosol types, which showed significant differences between continental/urban areas and coastal/open ocean aerosols. Conversely, there were no significant differences between continental and urban areas and between coastal and open oceans. For modeling purposes, and for chemicals for which field-derived KRP values (Figure 1) are not available, this meta-analysis shows that a value for log KRP between 5 and 6 would be reasonable (Figure 1).
Rain Scavenging of Gas-Phase POPs
Scavenging or washout of gas-phase organic pollutants by rain is characterized by KRG. There are also a number of reported KRG field measurements for PCBs, OCPs, PAHs, PBDEs, and PCDD/Fs (Figure 2). Conversely, emerging pollutants have barely been measured concurrently in the gas phase and rain, with only one study reporting these for neutral PFAS (MeFOSE, EtFOSE, and MeFBSE).65,106Figure 2 shows the meta-analysis of KRG with data from 35 studies. The compound-specific average log KRG value ranged between 1.1 and 9.6; the mean value was 4.1.
PAHs showed a high variability of log KRG (ranging between 1.1 and 7.3), while PCBs and OCPs showed similar KRG values among the different studies. In the case of PAHs, the KRG value derived from studies by Poster and Baker (1996)40 presented the lowest values in comparison with the rest of the studies. Generally, KRG increases as the number of aromatic rings increases, with the exception of naphthalene and alkyl-naphthalene (3.4–9.6), which have similar KRG to high molecular weight (MW) PAHs, such as indeno[1,2,3-cd]pyrene, dibenzo[a,h]anthracene, and benzo[g,h,i]perylene, ranging from 3.8 to 7.9. There is the possibility that there is some redissolution from aerosols to the rainwater dissolved phase, which would cause a sampling artifact explaining the high KRG values observed for some chemicals, but this would be not consistent with the strong association of high MW PAHs with aerosol soot carbon. PCBs and OCPs presented similar compound-specific log KRG values among the different studies, ranging between 1.6–7.1 and 1.4–6.2, respectively. The log KRG value of PCDD/Fs ranged between 3.8 and 6.5. The log KRG values of PBDEs and neutral PFAS ranged from 3.2 to 8.1 and 5.3 to 5.4, respectively.
KRG depends on the raindrop-air diffusive partitioning and the POP adsorption on the raindrop surface from the gas phase. KRG,dissolved equals the inverse of H′, and thus, knowing the field-derived KRG, we could estimate KRG,adsorbed (eq 6). Figure S6 shows that the KRG,adsorbed value ranged between 1.1 and 9.6, with a mean of 4.1. Only for KRG for PAHs reported by Poster and Baker, KRG,adsorbed was negligible. For all other data sets and chemicals, adsorption on the raindrop is predicted to be not only important but also to dominate as a scavenging mechanism of gas-phase POPs from the atmosphere. This suggests that the common modeling practice of estimating KRG as 1/H′ induces an underestimation by several orders of magnitude of the importance of rain deposition of POPs. In fact, KRG showed a weak correlation with H′ (spearman r = −0.156, n = 498, p < 0.001) (Figure S8 and Table S12). For modeling KRG of chemicals other than those shown in Figure 2, a mean value of 104.5 can be used but with high uncertainty.
Amplification of POPs by Wet Deposition
The overall importance of rain scavenging of both gas- and aerosol-phase POPs is characterized by KRA (Figure 3), which can only be reported for those studies providing the concentration in both the aerosol and gas phases separately (39 studies, Table S4). The log KRA value ranged between 1.2 and 10.1, with such large variability observed mainly for PAHs. Such large variability of KRP, KRG, and KRA for PAHs is surprising. This is not due to limitations or difficulties in their chemical analysis as PAHs are at atmospheric concentrations several orders of magnitude higher than other POPs, such as PCBs, PCDDs/Fs, or OPEs. A characteristic of low MW PAHs is that they degrade in the air and water by photodegradation and biodegradation.8,107 High MW PAHs are protected by association, adsorption, or incorporation into the particles or in the black carbon.112,113 Such degradation in rain could be a reason explaining such large variability of the rain–air partition constants for these chemicals. Confirmation of this hypothesis would require further work. Previously, it was shown that snow amplification of PAHs was reduced due to degradation,17 and it could occur similarly for rain amplification. Log KRA correlations with the chemical properties explained a small fraction of the variability for most chemical classes (Figure S7 and Table S12).
The amplification potential of POP fugacity by rain is given by
![]() |
where fW and fG are the POP fugacity in the deposited water and gas phases, respectively. Figure 4 shows the log KRGH′ values of PCBs, OCPs, PAHs, PCDD/Fs, PBDEs, and three neutral PFAS. With the exception of some studies, there is an amplification of concentration in rain for all compounds, which is maximum for naphthalene, alkyl-naphthalenes, and neutral PFASs.
The amplification of fugacities by rain can occur when adsorption to raindrops is a significant process. This is the case for most POPs (Figure S6). Thus, there is a generalized amplification of the fugacities for all POPs (Figure 4), which surprisingly is especially more relevant for the more volatile chemicals, which can be as high as 6 orders of magnitude. For other POPs, the amplification potential is still important but generally below 3 orders of magnitude.
Rain and Snow Amplification of POPs
The investigation on which of the two wet deposition processes (snow or rain) is the most effective in scavenging organic compounds has been a recurrent topic in the “fate and transport” field,12,16,26,28,108 but this comparison was often focused on predictions from models rather than field-derived assessments. Furthermore, snow has received more attention as an amplification mechanism for POPs than rain. This is especially relevant in polar environments, even though rainfall occurrence is predicted to increase in the coming decades.76 The meta-analysis performed here allows for calculating the ratio between KRG versus de KSA (the snow-air partition coefficient) from the field-derived data. For such a comparison, we use KSA as estimated in a companion meta-analysis reported elsewhere.18
Figure 5 shows log KRG/KSA for comparative purposes. Such comparisons could be done for PCBs, PAHs, neutral PFAS, and PBDEs. In addition to the mean, we calculated the error using the uncertainty propagation approach (Annex S3). The log KRG/KSA value ranged between −3.16 and 1.9, presenting negative values of log KRG/KSA for most PAHs and some PCB congeners, while positive values of log KRG/KSA for PBDEs, low MW PAHs, and some PCB congeners. Therefore, the fieldwork carried out during the last four decades shows that snow and rain amplification of POPs are of comparable magnitude, with differences that are compound specific.
Snow deposition is limited to cold regions and/or cold periods of time, while rain precipitation occurs widely for different seasons and across climatic regions. Furthermore, there are observations that concentrations in rivers increase after strong rain events.60,82,83,109−111 Such large concentrations would be driven by the amplification of POPs by rain and the focusing of water in rivers from the watershed. Future work should be focused on studying the role of wet deposition on the cycle and occurrence of organic pollutants, especially in terms of its spatial and temporal dynamics, and extending this assessment to chemicals of emerging concern. Climate change induces a perturbation of the magnitude and frequency of precipitation events, which should be considered as a potential factor influencing the POP dynamics and amplification under a scenario of global environmental change.
Acknowledgments
We thank the staff of the Marine Technology Unit (UTM-CSIC) for their logistical support during the sampling campaign at Livingston Island, M. Pizarro for technical assistance, and The State Meteorological Agency (AEMET) for the meteorological assistance. This work was supported by Spanish Ministry of science to G.C. and A.M.-V. through predoctoral fellowships and projects SENTINEL (CTM2015-70535-P) and ANTOM (PGC2018-096612-B-l00). This research is part of POLARCSIC activities. The research group of Global Change and Genomic Biogeochemistry receives support from the Catalan Government (2017SGR800). Special thanks to TERNUA for sponsoring technical eco-friendly clothing and gear equipment for Antarctic campaigns.
Supporting Information Available
The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acs.est.1c03295.
Analytical procedures, quality assurance/quality control, sampling location for the rain and aerosol samples, PFAS concentrations in aerosols and rain samples from Deception and Livingston Islands, OPEs and PAHs concentrations in aerosols and rain samples from Livingston Island, Meta-analysis of rain-air particulate partition constants, Pearson’s correlations, details of target, recovery, and internal standards for PFAS, OPEs, and PAHs, PFAS, OPE, and PAH sample recoveries of recovery standards, details of limits of detection for PFAS and OPEs for rain and aerosol samples from Deception and Livingston Islands, data used in the meta-analysis of rain-air partition constants, KRP mean, KRG mean, and KRA mean for each compound and each data set, dimensionless Henry’s law constant values, and Pearson’s correlations between log KRA, log KRG, and log KRP with log Kaw, log Koa, and log Kow (PDF)
The authors declare no competing financial interest.
Supplementary Material
References
- Lohmann R.; Breivik K.; Dachs J.; Muir D. Global Fate of POPs: Current and Future Research Directions. Environ. Pollut. 2007, 150, 150–165. 10.1016/j.envpol.2007.06.051. [DOI] [PubMed] [Google Scholar]
- Casas G.; Martínez-Varela A.; Roscales J. L.; Vila-Costa M.; Dachs J.; Jiménez B. Enrichment of Perfluoroalkyl Substances in the Sea-Surface Microlayer and Sea-Spray Aerosols in the Southern Ocean. Environ. Pollut. 2020, 267, 115512. 10.1016/j.envpol.2020.115512. [DOI] [PubMed] [Google Scholar]
- Johansson J. H.; Salter M. E.; Acosta Navarro J. C.; Leck C.; Nilsson E. D.; Cousins I. T. Global Transport of Perfluoroalkyl Acids via Sea Spray Aerosol. Environ. Sci.: Processes Impacts 2019, 21, 635–649. 10.1039/c8em00525g. [DOI] [PubMed] [Google Scholar]
- Wania F.; Mackay D. A Global Distribution Model for Persistent Organic Chemicals. Sci. Total Environ. 1995, 160–161, 211–232. 10.1016/0048-9697(95)04358-8. [DOI] [Google Scholar]
- Dachs J.; Lohmann R.; Ockenden W. A.; Méjanelle L.; Eisenreich S. J.; Jones K. C. Oceanic Biogeochemical Controls on Global Dynamics of Persistent Organic Pollutants. Environ. Sci. Technol. 2002, 36, 4229–4237. 10.1021/es025724k. [DOI] [PubMed] [Google Scholar]
- Galbán-Malagón C.; Berrojalbiz N.; Ojeda M. J.; Dachs J. The Oceanic Biological Pump Modulates the Atmospheric Transport of Persistent Organic Pollutants to the Arctic. Nat. Commun. 2012, 3, 862. 10.1038/ncomms1858. [DOI] [PubMed] [Google Scholar]
- Galbán-Malagón C. J.; Berrojalbiz N.; Gioia R.; Dachs J. The “Degradative” and “Biological” Pumps Controls on the Atmospheric Deposition and Sequestration of Hexachlorocyclohexanes and Hexachlorobenzene in the North Atlantic and Arctic Oceans. Environ. Sci. Technol. 2013, 47, 7195–7203. 10.1021/es4011256. [DOI] [PubMed] [Google Scholar]
- González-Gaya B.; Martínez-Varela A.; Vila-Costa M.; Casal P.; Cerro-Gálvez E.; Berrojalbiz N.; Lundin D.; Vidal M.; Mompeán C.; Bode A.; Jiménez B.; Dachs J. Biodegradation as an Important Sink of Aromatic Hydrocarbons in the Oceans. Nat. Geosci. 2019, 12, 119–125. 10.1038/s41561-018-0285-3. [DOI] [Google Scholar]
- Jurado E.; Dachs J. Seasonality in the “Grasshopping” and Atmospheric Residence Times of Persistent Organic Pollutants over the Oceans. Geophys. Res. Lett. 2008, 35, L17805. 10.1029/2008gl034698. [DOI] [Google Scholar]
- Dalla Valle M.; Jurado E.; Dachs J.; Sweetman A. J.; Jones K. C. The Maximum Reservoir Capacity of Soils for Persistent Organic Pollutants: Implications for Global Cycling. Environ. Pollut. 2005, 134, 153–164. 10.1016/j.envpol.2004.07.011. [DOI] [PubMed] [Google Scholar]
- Ockenden W. A.; Breivik K.; Meijer S. N.; Steinnes E.; Sweetman A. J.; Jones K. C. The Global Re-Cycling of Persistent Organic Pollutants Is Strongly Retarded by Soils. Environ. Pollut. 2003, 121, 75–80. 10.1016/s0269-7491(02)00204-x. [DOI] [PubMed] [Google Scholar]
- Bidelman F. Wet and Dry Deposition of Organic Compounds Are Controlled by Their Vapor-Particle Partitioning. Environ. Sci. Technol. 1988, 22, 361–367. [Google Scholar]
- Jurado E.; Jaward F.; Lohmann R.; Jones K. C.; Simó R.; Dachs J. Wet Deposition of Persistent Organic Pollutants to the Global Oceans. Environ. Sci. Technol. 2005, 39, 2426–2435. 10.1021/es048599g. [DOI] [PubMed] [Google Scholar]
- Jurado E.; Jaward F. M.; Lohmann R.; Jones K. C.; Simó R.; Dachs J. Atmospheric Dry Deposition of Persistent Organic Pollutants to the Atlantic and Inferences for the Global Oceans. Environ. Sci. Technol. 2004, 38, 5505–5513. 10.1021/es049240v. [DOI] [PubMed] [Google Scholar]
- Macdonald R.; Mackay D. Contaminant Amplification in the Environment. Environ. Sci. Technol. 2002, 36, 456A. 10.1021/es022470u. [DOI] [PubMed] [Google Scholar]
- Meyer T.; Wania F. Organic Contaminant Amplification during Snowmelt. Water Res. 2008, 42, 1847–1865. 10.1016/j.watres.2007.12.016. [DOI] [PubMed] [Google Scholar]
- Casal P.; Cabrerizo A.; Vila-Costa M.; Pizarro M.; Jiménez B.; Dachs J. Pivotal Role of Snow Deposition and Melting Driving Fluxes of Polycyclic Aromatic Hydrocarbons at Coastal Livingston Island (Antarctica). Environ. Sci. Technol. 2018, 52, 12327–12337. 10.1021/acs.est.8b03640. [DOI] [PubMed] [Google Scholar]
- Casal P.; Casas G.; Vila-Costa M.; Cabrerizo A.; Pizarro M.; Jiménez B.; Dachs J. Snow Amplification of Persistent Organic Pollutants at Coastal Antarctica. Environ. Sci. Technol. 2019, 53, 8872–8882. 10.1021/acs.est.9b03006. [DOI] [PubMed] [Google Scholar]
- Casal P.; Zhang Y.; Martin J. W.; Pizarro M.; Jiménez B.; Dachs J. Role of Snow Deposition of Perfluoroalkylated Substances at Coastal Livingston Island (Maritime Antarctica). Environ. Sci. Technol. 2017, 51, 8460–8470. 10.1021/acs.est.7b02521. [DOI] [PubMed] [Google Scholar]
- Bigot M.; Hawker D. W.; Cropp R.; Muir D. C.; Jensen B.; Bossi R.; Bengtson Nash S. M. Spring Melt and the Redistribution of Organochlorine Pesticides in the Sea-Ice Environment: A Comparative Study between Arctic and Antarctic Regions. Environ. Sci. Technol. 2017, 51, 8944–8952. 10.1021/acs.est.7b02481. [DOI] [PubMed] [Google Scholar]
- Geisz H. N.; Cochran M. A.; Fraser W. R.; Ducklow H. W.; Ducklow H. W. Melting Glaciers: A Probable Source of DDT to the Antarctic Marine Ecosystem. Environ. Sci. Technol. 2008, 42, 3958–3962. 10.1021/es702919n. [DOI] [PubMed] [Google Scholar]
- Cabrerizo A.; Dachs J.; Moeckel C.; Ojeda M.-J.; Caballero G.; Barceló D.; Jones K. C. Ubiquitous Net Volatilization of Polycyclic Aromatic Hydrocarbons from Soils and Parameters Influencing Their Soil-Air Partitioning. Environ. Sci. Technol. 2011, 45, 4740–4747. 10.1021/es104131f. [DOI] [PubMed] [Google Scholar]
- Cabrerizo A.; Dachs J.; Barceló D.. Soil-Air Exchange Controls on Background Atmospheric Concentrations of Polychlorinated Biphenyls (PCBs); Organochlorine Pesticides (OCPs); and Polycyclic Aromatic Hydrocarbons (PAHs): A Case Study from Temperate Regions. ACS Symposium Series, Occurrence, Fate and Impact of Atmospheric Pollutants on Environmental and Human Health; American Chemical Society, 2013; Vol. 19–38, p 1149. [Google Scholar]
- Khairy M. A.; Dickhut R.; Lohmann R.; Lohmann R. Levels; Sources and Chemical Fate of Persistent Organic Pollutants in the Atmosphere and Snow along the Western Antarctic Peninsula. Environ. Pollut. 2016, 216, 304–313. 10.1016/j.envpol.2016.05.092. [DOI] [PubMed] [Google Scholar]
- Ma J.; Hung H.; Tian C.; Kallenborn R. Revolatilization of Persistent Organic Pollutants in the Arctic Induced by Climate Change. Nat. Clim. Change 2011, 1, 255–260. 10.1038/nclimate1167. [DOI] [Google Scholar]
- Lei Y. D.; Wania F. Is Rain or Snow a More Efficient Scavenger of Organic Chemicals?. Atmos. Environ. 2004, 38, 3557–3571. 10.1016/j.atmosenv.2004.03.039. [DOI] [Google Scholar]
- Herbert B. M. J.; Villa S.; Halsall C. J. Chemical Interactions with Snow: Understanding the Behavior and Fate of Semi-Volatile Organic Compounds in Snow. Ecotoxicol. Environ. Saf. 2006, 63, 3–16. 10.1016/j.ecoenv.2005.05.012. [DOI] [PubMed] [Google Scholar]
- Wang X.; Halsall C.; Codling G.; Xie Z.; Xu B.; Zhao Z.; Xue Y.; Ebinghaus R.; Jones K. C. Accumulation of Perfluoroalkyl Compounds in Tibetan Mountain Snow: Temporal Patterns from 1980 to 2010. Environ. Sci. Technol. 2014, 48, 173–181. 10.1021/es4044775. [DOI] [PubMed] [Google Scholar]
- Sanchís J.; Cabrerizo A.; Galbán-Malagón C.; Barceló D.; Farré M.; Dachs J. Unexpected Occurrence of Volatile Dimethylsiloxanes in Antarctic Soils; Vegetation; Phytoplankton; and Krill. Environ. Sci. Technol. 2015, 49, 4415–4424. 10.1021/es503697t. [DOI] [PubMed] [Google Scholar]
- Bidleman T. F.; Christensen E. J. Atmospheric Removal Processes for High Molecular Weight Organochlorines. J. Geophys. Res., C: Oceans Atmos. 1979, 84, 7857–7862. 10.1029/jc084ic12p07857. [DOI] [Google Scholar]
- Atlas E.; Giam C. S. Global Transport of Organic Pollutants: Ambient Concentrations in the Remote Marine Atmosphere. Science 1981, 211, 163–165. 10.1126/science.211.4478.163. [DOI] [PubMed] [Google Scholar]
- Pankow J. F.; Isabelle L. M.; Asher W. E. Trace Organic Compounds in rain. 1. Sampler Design and Analysis by Adsorption/Thermal Dcsorption (ATD). Environ. Sci. Technol. 1984, 18, 310–318. 10.1021/es00123a005. [DOI] [PubMed] [Google Scholar]
- Ligocki M. P.; Leuenberger C.; Pankow J. F. Trace Organic Compounds in Rain-II. Gas Scavenging of Neutral Organic Compounds. Atmos. Environ. 1985, 19, 1609–1617. 10.1016/0004-6981(85)90213-6. [DOI] [PubMed] [Google Scholar]
- Atlas E.; Giam C. S. Ambient Concentration and Precipitation Scavenging of Atmospheric Organic Pollutants. Water, Air, Soil Pollut. 1988, 38, 19–36. 10.1007/BF00279583. [DOI] [Google Scholar]
- McVeety B. D.; Hites R. A. Atmospheric Deposition of Polycyclic Aromatic Hydrocarbons to Water Surfaces: A Mass Balance Approach. Atmos. Environ. 1988, 22, 511–536. 10.1016/0004-6981(88)90196-5. [DOI] [Google Scholar]
- Duinker J. C.; Bouchertall F. On the Distribution of Atmospheric Polychlorinated Biphenyl Congeners between Vapor Phase, Aerosols and Rain. Environ. Sci. Technol. 1989, 23, 57–62. 10.1021/es00178a006. [DOI] [Google Scholar]
- Eltzert B. D.; Hites R. A. Atmospheric Transport and Deposition of Polychlorinated Dlbenzo-p-Dioxins and Dibenzofurans. Environ. Sci. Technol. 1989, 23, 1396–1401. 10.1021/es00069a011. [DOI] [PubMed] [Google Scholar]
- Koester C. J.; Hites R. A. Wet and Dry Deposition of Chlorinated Dioxins and Furans. Environ. Sci. Technol. 1992, 26, 1375. 10.1021/es00031a015. [DOI] [Google Scholar]
- Dickhut R. M.; Gustafson K. E. Atmospheric Washout of Polycyclic Aromatic Hydrocarbons in the Southern Chesapeake Bay Region. Environ. Sci. Technol. 1995, 29, 1518–1525. 10.1021/es00006a013. [DOI] [PubMed] [Google Scholar]
- Poster D. L.; Baker J. E. Influence of Submicron Particles on Hydrophobic Organic Contaminants in Precipitation. 1. Concentrations and Distributions of Polycyclic Aromatic Hydrocarbons and Polychlorinated Biphenyls in Rainwater. Environ. Sci. Technol. 1996, 30, 341–348. 10.1021/es9406804. [DOI] [Google Scholar]
- Khalil Granier L.; Chevreuil M. Behaviour and Spatial and Temporal Variations of Polychlorinated Biphenyls and Lindane in the Urban Atmosphere of the Paris Area, France. Atmos. Environ. 1997, 31, 3787–3802. 10.1016/s1352-2310(97)00210-0. [DOI] [Google Scholar]
- Franz T. P.; Eisenreich S. J. Snow Scavenging of Polychlorinated Biphenyls and Polycyclic Aromatic Hydrocarbons in Minnesota. Environ. Sci. Technol. 1998, 48, 1771. 10.1021/es970601z. [DOI] [Google Scholar]
- Wania F.; Haugen J.-E. Long Term Measurements of Wet Deposition and Precipitation Scavenging of Hexachlorocyclohexanes in Southern Norway. Environ. Pollut. 1999, 105, 381–386. 10.1016/s0269-7491(99)00038-x. [DOI] [Google Scholar]
- Park J.-S.; Wade T. L.; Sweet S. T. Atmospheric Deposition of PAHs; PCBs; and Organochlorine Pesticides to Corpus Christi Bay; Texas. Atmos. Environ. 2002, 36, 1707–1720. 10.1016/s1352-2310(01)00586-6. [DOI] [Google Scholar]
- Van Ry D. A.; Glenn C. L.; Nelson E. D.; Eisenreich S. J.; Totten L. A.; Eisenreich S. J. Wet Deposition of Polychlorinated Biphenyls in Urban and Background Areas of the Mid-Atlantic States. Environ. Sci. Technol. 2002, 36, 3201–3209. 10.1021/es0158399. [DOI] [PubMed] [Google Scholar]
- Offenberg J. H.; Baker J. E. Precipitation Scavenging of Polychlorinated Biphenyls and Polycyclic Aromatic Hydrocarbons along an Urban to Over-Water Transect. Environ. Sci. Technol. 2002, 36, 3763–3771. 10.1021/es025608h. [DOI] [PubMed] [Google Scholar]
- Backe C.; Larsson P.; Agrell C. Spatial and Temporal Variation of Polychlorinated Biphenyl (PCB) in Precipitation in Southern Sweden. Sci. Total Environ. 2002, 285, 117–132. 10.1016/s0048-9697(01)00901-9. [DOI] [PubMed] [Google Scholar]
- Agrell C.; Larsson P.; Okla L.; Agrell J. PCB Congeners in Precipitation; Wash out Ratios and Depositional Fluxes within the Baltic Sea Region; Europe. Atmos. Environ. 2002, 36, 371–383. 10.1016/s1352-2310(01)00228-x. [DOI] [Google Scholar]
- Takase Y.; Murayama H.; Mitobe H.; Aoki T.; Yagoh H.; Shibuya N.; Shimizu K.-i.; Kitayama Y. Persistent Organic Pollutants in Rain at Niigata; Japan. Atmos. Environ. 2003, 37, 4077–4085. 10.1016/s1352-2310(03)00524-7. [DOI] [Google Scholar]
- Mandalakis M.; Stephanou E. G. Wet Deposition of Polychlorinated Biphenyls in the Eastern Mediterranean. Environ. Sci. Technol. 2004, 38, 3011–3018. 10.1021/es030078q. [DOI] [PubMed] [Google Scholar]
- Sahu S. K.; Pandit G. G.; Sadasivan S. Precipitation Scavenging of Polycyclic Aromatic Hydrocarbons in Mumbai; India. Sci. Total Environ. 2004, 318, 245–249. 10.1016/s0048-9697(03)00370-x. [DOI] [PubMed] [Google Scholar]
- ter Schure A. F. H.; Larsson P.; Agrell C.; Boon J. P. Atmospheric Transport of Polybrominated Diphenyl Ethers and Polychlorinated Biphenyls to the Baltic Sea. Environ. Sci. Technol. 2004, 38, 1282–1287. 10.1021/es0348086. [DOI] [PubMed] [Google Scholar]
- ter Schure A. F. H.; Agrell C.; Bokenstrand A.; Sveder J.; Larsson P.; Zegers B. N. Polybrominated Diphenyl Ethers at a Solid Waste Incineration Plant II: Atmospheric Deposition. Atmos. Environ. 2004, 38, 5149–5155. 10.1016/j.atmosenv.2004.05.025. [DOI] [Google Scholar]
- Gioia R.; Offenberg J. H.; Gigliotti C. L.; Totten L. A.; Du S.; Eisenreich S. J. Atmospheric Concentrations and Deposition of Organochlorine Pesticides in the US Mid-Atlantic Region. Atmos. Environ. 2005, 39, 2309–2322. 10.1016/j.atmosenv.2004.12.028. [DOI] [Google Scholar]
- Tsapakis M.; Apostolaki M.; Eisenreich S.; Stephanou E. G. Atmospheric Deposition and Marine Sedimentation Fluxes of Polycyclic Aromatic Hydrocarbons in the Eastern Mediterranean Basin. Environ. Sci. Technol. 2006, 40, 4922–4927. 10.1021/es060487x. [DOI] [PubMed] [Google Scholar]
- Blanchard M.; Teil M. J.; Chevreuil M. The Seasonal Fate of PCBs in Ambient Air and Atmospheric Deposition in Northern France. J. Atmos. Chem. 2006, 53, 123–144. 10.1007/s10874-006-1321-z. [DOI] [Google Scholar]
- Barton C. A.; Kaiser M. A.; Russell M. H. Partitioning and Removal of Perfluorooctanoate during Rain Events: The Importance of Physical-Chemical Properties. J. Environ. Monit. 2007, 9, 839–846. 10.1039/b703510a. [DOI] [PubMed] [Google Scholar]
- Holoubek I.; Klánová J.; Jarkovský J.; Kohoutek J. Trends in Background Levels of Persistent Organic Pollutants at Kosetice Observatory; Czech Republic. Part I. Ambient Air and Wet Deposition 1996-2005. J. Environ. Monit. 2007, 9, 557–563. 10.1039/b700750g. [DOI] [PubMed] [Google Scholar]
- Venier M.; Hites R. A. Atmospheric Deposition of PBDEs to the Great Lakes Featuring a Monte Carlo Analysis of Errors. Environ. Sci. Technol. 2008, 42, 9058–9064. 10.1021/es8008985. [DOI] [PubMed] [Google Scholar]
- Mariani G.; Canuti E.; Castro-Jiménez J.; Christoph E. H.; Eisenreich S. J.; Hanke G.; Skejo H.; Umlauf G. Atmospheric Input of POPs into Lake Maggiore (Northern Italy): PBDE Concentrations and Profile in Air; Precipitation; Settling Material and Sediments. Chemosphere 2008, 73, S114–S121. 10.1016/j.chemosphere.2007.02.071. [DOI] [PubMed] [Google Scholar]
- He J.; Balasubramanian R. A Study of Precipitation Scavenging of Semivolatile Organic Compounds in a Tropical Area. J. Geophys. Res. Atmos. 2009, 114, 12201. 10.1029/2008jd011685. [DOI] [Google Scholar]
- Noël M.; Dangerfield N.; Hourston R. A. S.; Belzer W.; Shaw P.; Yunker M. B.; Ross P. S. Do Trans-Pacific Air Masses Deliver PBDEs to Coastal British Columbia; Canada?. Environ. Pollut. 2009, 157, 3404–3412. 10.1016/j.envpol.2009.06.025. [DOI] [PubMed] [Google Scholar]
- Zhang B.-Z.; Guan Y.-F.; Zeng E. Y.; Zeng E. Y. Occurrence of Polybrominated Diphenyl Ethers in Air and Precipitation of the Pearl River Delta; South China: Annual Washout Ratios and Depositional Rates. Environ. Sci. Technol. 2009, 43, 9142–9147. 10.1021/es901961x. [DOI] [PubMed] [Google Scholar]
- Birgül A.; Tasdemir Y.; Cindoruk S. S. Atmospheric Wet and Dry Deposition of Polycyclic Aromatic Hydrocarbons (PAHs) Determined Using a Modified Sampler. Atmos. Res. 2011, 101, 341–353. 10.1016/j.atmosres.2011.03.012. [DOI] [Google Scholar]
- Dreyer A.; Matthias V.; Weinberg I.; Ebinghaus R. Wet Deposition of Poly- and Perfluorinated Compounds in Northern Germany. Environ. Pollut. 2010, 158, 1221–1227. 10.1016/j.envpol.2010.01.030. [DOI] [PubMed] [Google Scholar]
- Günindi M.; Tasdemir Y. Wet and Dry Deposition Fluxes of Polychlorinated Biphenyls (PCBs) in an Urban Area of Turkey. Water, Air, Soil Pollut. 2011, 215, 427–439. 10.1007/s11270-010-0488-8. [DOI] [Google Scholar]
- Liu F.; Xu Y.; Liu J.; Liu D.; Li J.; Zhang G.; Li X.; Zou S.; Lai S. Atmospheric Deposition of Polycyclic Aromatic Hydrocarbons (PAHs) to a Coastal Site of Hong Kong; South China. Atmos. Environ. 2013, 69, 265–272. 10.1016/j.atmosenv.2012.12.024. [DOI] [Google Scholar]
- Guo L.-C.; Bao L.-J.; Wu F.-C.; Yue Q.; Zeng E. Y. Seasonal Deposition Fluxes and Removal Efficiency of Atmospheric Polybrominated Diphenyl Ethers in a Large Urban Center: Importance of Natural and Anthropogenic Factors. Environ. Sci. Technol. 2014, 48, 11196–11203. 10.1021/es503698f. [DOI] [PubMed] [Google Scholar]
- Shahpoury P.; Lammel G.; Holubová Šmejkalová A.; Klánová J.; Přibylová P.; Váňa M. Polycyclic Aromatic Hydrocarbons; Polychlorinated Biphenyls; and Chlorinated Pesticides in Background Air in Central Europe - Investigating Parameters Affecting Wet Scavenging of Polycyclic Aromatic Hydrocarbons. Atmos. Chem. Phys. 2015, 15, 1795–1805. 10.5194/acp-15-1795-2015. [DOI] [Google Scholar]
- Zhang L.; Cheng I.; Muir D.; Charland J.-P. Scavenging Ratios of Polycyclic Aromatic Compounds in Rain and Snow in the Athabasca Oil Sands Region. Atmos. Chem. Phys. 2015, 15, 1421–1434. 10.5194/acp-15-1421-2015. [DOI] [Google Scholar]
- González-Gaya B.; Fernández-Pinos M.-C.; Méjanelle L.; Abad E.; Piña B.; Duarte C. M.; Jiménez B.; Dachs J. High Atmosphere–Ocean Exchange of Semivolatile Aromatic Hydrocarbons. Nat. Geosci. 2016, 9, 438–442. 10.1038/ngeo2714. [DOI] [Google Scholar]
- Li P.-h.; Wang Y.; Li Y.-h.; Wai K.-m.; Li H.-l.; Tong L. Gas-Particle Partitioning and Precipitation Scavenging of Polycyclic Aromatic Hydrocarbons (PAHs) in the Free Troposphere in Southern China. Atmos. Environ. 2016, 128, 165–174. 10.1016/j.atmosenv.2015.12.030. [DOI] [Google Scholar]
- IADN Data Vizualization, https://iadnviz.iu.edu/datasets/index.html (accessed on July 8th, 2021).
- Zhang Z.; Lin G.; Lin T.; Zhang R.; Jin L.; Di Y. Occurrence; Behavior; and Fate of Organophosphate Esters (OPEs) in Subtropical Paddy Field Environment: A Case Study in Nanning City of South China. Environ. Pollut. 2020, 267, 115675. 10.1016/j.envpol.2020.115675. [DOI] [PubMed] [Google Scholar]
- Simcik M. The Importance of Surface Adsorption on the Washout of Semivolatile Organic Compounds by Rain. Atmos. Environ. 2004, 38, 491–501. 10.1016/j.atmosenv.2003.09.013. [DOI] [Google Scholar]
- Vignon É.; Roussel M.; Gorodetskaya I. V.; Genthon C.; Berne A. Present and Future of Rainfall in Antarctica. Geophys. Res. Lett. 2021, 48, e2020GL092281 10.1029/2020gl092281. [DOI] [Google Scholar]
- Yamashita N.; Kannan K.; Taniyasu S.; Horii Y.; Okazawa T.; Petrick G.; Gamo T. Analysis of Perfluorinated Acids at Parts-per-Quadrillion Levels in Seawater Using Liquid Chromatography-Tandem Mass Spectrometry. Environ. Sci. Technol. 2004, 38, 5522–5528. 10.1021/es0492541. [DOI] [PubMed] [Google Scholar]
- Sun Y.; De Silva A. O.; Muir D. C. G.; Spencer C.; Lehnherr I.; MacInnis J. J.; MacInnis J. J. Glacial Melt Inputs of Organophosphate Ester Flame Retardants to the Largest High Arctic Lake. Environ. Sci. Technol. 2020, 54, 2734–2743. 10.1021/acs.est.9b06333. [DOI] [PubMed] [Google Scholar]
- Zhong M.; Tang J.; Guo X.; Guo C.; Li F.; Wu H. Occurrence and Spatial Distribution of Organophosphorus Flame Retardants and Plasticizers in the Bohai; Yellow and East China Seas. Sci. Total Environ. 2020, 741, 140434. 10.1016/j.scitotenv.2020.140434. [DOI] [PubMed] [Google Scholar]
- Van Noort P. C. M.; Wondergem E. Scavenging of Airborne Polycyclic Aromatic Hydrocarbons by Rain. Environ. Sci. Technol. 1985, 19, 1044–1048. 10.1021/es00141a003. [DOI] [PubMed] [Google Scholar]
- Leuenberger C.; Czuczwa J.; Heyerdahl E.; Giger W. Aliphatic and Polycyclic Aromatic Hydrocarbons in Urban Rain; Snow and Fog. Atmos. Environ. 1988, 22, 695–705. 10.1016/0004-6981(88)90007-8. [DOI] [Google Scholar]
- Totten L. A.; Panangadan M.; Eisenreich S. J.; Cavallo G. J.; Fikslin T. J. Direct and Indirect Atmospheric Deposition of PCBs to the Delaware River Watershed. Environ. Sci. Technol. 2006, 40, 2171–2176. 10.1021/es052149m. [DOI] [PubMed] [Google Scholar]
- Kim S.-K.; Kannan K. Perfluorinated Acids in Air; Rain; Snow; Surface Runoff; and Lakes: Relative Importance of Pathways to Contamination of Urban Lakes. Environ. Sci. Technol. 2007, 41, 8328–8334. 10.1021/es072107t. [DOI] [PubMed] [Google Scholar]
- Motelay-Massei A.; Ollivon D.; Garban B.; Tiphagne-Larcher K.; Zimmerlin I.; Chevreuil M. PAHs in the Bulk Atmospheric Deposition of the Seine River Basin: Source Identification and Apportionment by Ratios; Multivariate Statistical Techniques and Scanning Electron Microscopy. Chemosphere 2007, 67, 312–321. 10.1016/j.chemosphere.2006.09.074. [DOI] [PubMed] [Google Scholar]
- Taniyasu S.; Kannan K.; Yeung L. W. Y.; Kwok K. Y.; Lam P. K. S.; Yamashita N. Analysis of Trifluoroacetic Acid and Other Short-Chain Perfluorinated Acids (C2-C4) in Precipitation by Liquid Chromatography-Tandem Mass Spectrometry: Comparison to Patterns of Long-Chain Perfluorinated Acids (C5-C18). Anal. Chim. Acta 2008, 619, 221–230. 10.1016/j.aca.2008.04.064. [DOI] [PubMed] [Google Scholar]
- Delhomme O.; Rieb E.; Millet M.. Polycyclic Aromatic Hydrocarbons Analyzed in Rainwater Collected on Two Sites in East of France (Strasbourg and Erstein). Polycyclic Aromatic Compounds; Taylor & Francis Group, 2008; Vol. 28, pp 472–485. [Google Scholar]
- Regnery J.; Püttmann W. Organophosphorus Flame Retardants and Plasticizers in Rain and Snow from Middle Germany. Clean: Soil, Air, Water 2009, 37, 334–342. 10.1002/clen.200900050. [DOI] [Google Scholar]
- Liu W.; Jin Y.; Sasaki K.; Saito N.; Nakayama S. F.; Sato I.; Tsuda S. Perfluorosulfonates and Perfluorocarboxylates in Snow and Rain in Dalian; China. Environ. Int. 2009, 35, 737–742. 10.1016/j.envint.2009.01.016. [DOI] [PubMed] [Google Scholar]
- Gaga E. O.; Tuncel S. G. Sources and Wet Deposition Fluxes of Polycyclic Aromatic Hydrocarbons (PAHs) in an Urban Site 1000 Meters High in Central Anatolia (Turkey). Environ. Forensics 2009, 10, 286–298. 10.1080/15275920903347594. [DOI] [Google Scholar]
- Wang Y.; Li P.-h.; Li H.-l.; Liu X.-h.; Wang W.-x. PAHs Distribution in Precipitation at Mount Taishan. China. Identification of Sources and Meteorological Influences. Atmos. Res. 2010, 95, 1–7. 10.1016/j.atmosres.2009.07.011. [DOI] [Google Scholar]
- Cavalcante R. M.; Sousa F. W.; Nascimento R. F.; Silveira E. R.; Viana R. B. Influence of Urban Activities on Polycyclic Aromatic Hydrocarbons in Precipitation: Distribution; Sources and Depositional Flux in a Developing Metropolis; Fortaleza; Brazil. Sci. Total Environ. 2012, 414, 287–292. 10.1016/j.scitotenv.2011.10.050. [DOI] [PubMed] [Google Scholar]
- Murray M. W.; Andren A. W. Precipitation Scavenging of Polychlorinated Biphenyl Congeners in the Great Lakes Region. Atmos. Environ., Part A 1992, 26, 883–897. 10.1016/0960-1686(92)90247-i. [DOI] [Google Scholar]
- Cetin B.; Odabasi M.; Bayram A. Wet Deposition of Persistent Organic Pollutants (POPs) in Izmir; Turkey. Environ. Sci. Pollut. Res. 2016, 23, 9227–9236. 10.1007/s11356-016-6183-6. [DOI] [PubMed] [Google Scholar]
- Shimizu M. S.; Mott R.; Potter A.; Zhou J.; Baumann K.; Surratt J. D.; Turpin B.; Avery G. B.; Harfmann J.; Kieber R. J.; Mead R. N.; Skrabal S. A.; Willey J. D. Atmospheric Deposition and Annual Flux of Legacy Perfluoroalkyl Substances and Replacement Perfluoroalkyl Ether Carboxylic Acids in Wilmington; NC; USA. Environ. Sci. Technol. Lett. 2021, 8, 366–372. 10.1021/acs.estlett.1c00251. [DOI] [Google Scholar]
- Škrdlíková L.; Landlová L.; Klánová J.; Lammel G. Wet Deposition and Scavenging Efficiency of Gaseous and Particulate Phase Polycyclic Aromatic Compounds at a Central European Suburban Site. Atmos. Environ. 2011, 45, 4305–4312. 10.1016/j.atmosenv.2011.04.072. [DOI] [Google Scholar]
- Van Drooge B. L.; Torres-García C. J.; Cuevas E. Deposition of Semi-Volatile Organochlorine Compounds in the Free Troposphere of the Eastern North Atlantic Ocean. Mar. Pollut. Bull. 2001, 42, 628–634. 10.1016/s0025-326x(01)00064-9. [DOI] [PubMed] [Google Scholar]
- Ollivon D.; Blanchoud H.; Motelay-Massei A.; Garban B. Atmospheric Deposition of PAHs to an Urban Site, Paris, France. Atmos. Environ. 2002, 36, 2891–2900. 10.1016/s1352-2310(02)00089-4. [DOI] [Google Scholar]
- De Rossi C.; Bierl R.; Riefstahl J. Organic Pollutants in Precipitation: Monitoring of Pesticides and Polycyclic Aromatic Hydrocarbons in the Region of Trier (Germany). Phys. Chem. Earth 2003, 28, 307–314. 10.1016/s1474-7065(03)00052-4. [DOI] [Google Scholar]
- Berger U.; Jarnberg U.; Kallenborn R.. Perfluorinated Alkylated Substances (PFAS) in the European Nordic Environment, 2004.
- Loewen M.; Halldorson T.; Wang F.; Tomy G. Fluorotelomer Carboxylic Acids and PFOS in Rainwater from an Urban Center in Canada. Environ. Sci. Technol. 2005, 39, 2944–2951. 10.1021/es048635b. [DOI] [PubMed] [Google Scholar]
- Scott B. F.; Spencer C.; Mabury S. A.; Muir D. C. G. Poly and Perfluorinated Carboxylates in North American Precipitation. Environ. Sci. Technol. 2006, 40, 7167–7174. 10.1021/es061403n. [DOI] [PubMed] [Google Scholar]
- Mihajlović I.; Fries E. Atmospheric Deposition of Chlorinated Organophosphate Flame Retardants (OFR) onto Soils. Atmos. Environ. 2012, 56, 177–183. 10.1016/j.atmosenv.2012.03.054. [DOI] [Google Scholar]
- Wang C.; Wang P.; Zhao J.; Fu M.; Zhang L.; Li Y.; Yang R.; Zhu Y.; Fu J.; Zhang Q.; Jiang G. Atmospheric Organophosphate Esters in the Western Antarctic Peninsula over 2014–2018: Occurrence; Temporal Trend and Source Implication. Environ. Pollut. 2020, 267, 115428. 10.1016/j.envpol.2020.115428. [DOI] [PubMed] [Google Scholar]
- Cabrerizo A.; Galbán-Malagón C.; Del Vento S.; Dachs J. Sources and Fate of Polycyclic Aromatic Hydrocarbons in the Antarctic and Southern Ocean Atmosphere. Global Biogeochem. Cycles 2014, 28, 1424–1436. 10.1002/2014gb004910. [DOI] [Google Scholar]
- Mackay D.; Paterson S.; Schroeder W. H. Model Describing the Rates of Transfer Processes of Organic Chemicals Between Atmosphere and Water. Environ. Sci. Technol. 1986, 20, 810–816. 10.1021/es00150a009. [DOI] [PubMed] [Google Scholar]
- Dreyer A.; Weinberg I.; Temme C.; Ebinghaus R. Polyfluorinated Compounds in the Atmosphere of the Atlantic and Southern Oceans: Evidence for a Global Distribution. Environ. Sci. Technol. 2009, 43, 6507–6514. 10.1021/es9010465. [DOI] [PubMed] [Google Scholar]
- Keyte I. J.; Harrison R. M.; Lammel G. Chemical Reactivity and Long-Range Transport Potential of Polycyclic Aromatic Hydrocarbons-a Review. Chem. Soc. Rev. 2013, 42, 9333–9391. 10.1039/c3cs60147a. [DOI] [PubMed] [Google Scholar]
- Wania F.; Hoff J. T.; Jia C. Q.; Mackay D. The Effects of Snow and Ice on the Environmental Behaviour of Hydrophobic Organic Chemicals. Environ. Pollut. 1998, 102, 25–41. 10.1016/s0269-7491(98)00073-6. [DOI] [Google Scholar]
- Capel P. D.; Larson S. J.; Winterstein T. A. The Behaviour of 39 Pesticides in Surface Waters as a Function of Scale. Hydrol. Process. 2001, 15, 1251–1269. 10.1002/hyp.212. [DOI] [Google Scholar]
- Olivella M. À. Polycyclic Aromatic Hydrocarbons in Rainwater and Surface Waters of Lake Maggiore; a Subalpine Lake in Northern Italy. Chemosphere 2006, 63, 116–131. 10.1016/j.chemosphere.2005.07.045. [DOI] [PubMed] [Google Scholar]
- Chen M.; Wang C.; Wang X.; Fu J.; Gong P.; Yan J.; Yu Z.; Yan F.; Nawab J. Release of Perfluoroalkyl Substances From Melting Glacier of the Tibetan Plateau: Insights Into the Impact of Global Warming on the Cycling of Emerging Pollutants. J. Geophys. Res. Atmos. 2019, 124, 7442–7456. 10.1029/2019jd030566. [DOI] [Google Scholar]
- Pankow J. F.; Bidleman T. F. Effects of Temperature, TSP and per Cent Non-Exchangeable Material in Determining the Gas-Particle Partitioning of Organic Compounds. Atmos. Environ., Part A 1991, 25, 2241–2249. 10.1016/0960-1686(91)90099-s. [DOI] [Google Scholar]
- Dachs J.; Eisenreich S. J. Adsorption onto aerosol soot carbon dominates gas-particle partitioning of polycyclic aromatic hydrocarbons. Environ. Sci. Technol. 2000, 34, 3690–3697. 10.1021/es991201+. [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.