Skip to main content

The determination and role of peroxyacetil nitrate in photochemical processes in atmosphere

Abstract

Peroxyacetilnitrates (PAN) is the most characteristic photoxidant of a range of secondary pollutants formed by the photochemical reaction of hydrocarbons with nitrogen oxides in the atmosphere: it is phytotoxic and shows an increasing role in human health effects due to ambient air exposure, especially in presence of high ozone concentrations. Because of the similarity of the conditions required for their photochemical production PAN is observed in conjunction with elevated ozone concentrations. PAN has very low natural background concentrations so it is the very specific indicator of anthropogenic photochemical air pollution. In this paper we report PAN concentrations determined in Rome urban area during winter- and summer-period. PAN measurements were carried out by means of a gas-chromatograph equipped with an Electron Capture Detector (ECD) detector. For identifying the acute episodes of atmospheric photochemical pollutants the relationship between PAN and the variable Ox (=NO2+O3) which describes the oxidation process evolution is investigated. The role of Volatile Organic Compounds and PAN in the ozone formation is investigated as well the issue of taking in account the autovehicular emissions for checking the NOx fraction in fuel.

Background

Peroxyacetilnitrate (PAN, CH3C(O)OONO2) is the principal member of a family of nitrogenous compounds produced by action of sunlight on NOx and reactive hydrocarbons [1]. PAN has been known to be a phytotoxicant [2, 3] and lachrymator [3, 4]. There has also been considerations with regard to the role of PAN in the human health effects due to the exposure in ambient air, especially in the presence of high levels of ozone [5, 6]. PAN is a suggested agent of skin cancer [7] in photochemically active areas and a possible bacterial mutagen [8, 9].

From an atmospheric chemistry point of view, PAN and O3 are the two most important components of photochemical smog, a very complex phenomena. Because of quite similar conditions required for their photochemical production, PAN is observed in conjunction with elevated ozone concentrations but there are differences in the characteristics of these two compounds. Basically, photochemical production of PAN and O3 are very closely linked as both initiated by the reaction of hydrocarbons with the hydroxyl radical (OH) and in presence of nitrogen oxides.

Although not well defined, the natural background concentration level of PAN is very low [3] so it is considered very specific indicator of anthropogenic photochemical air pollution; on the contrary ozone has relevant sources in stratosphere [1012] where its level is high. It should be underlined that very few data are present in literature regarding of PAN levels in the atmosphere and so it is very hard to establish guideline values in air quality evaluation. Further, at low temperatures the PAN can represent an important reservoir for atmospheric odd nitrogen because the NO2 equilibrium (and the relative peroxyacetil radicals) depends strictly on the temperature [13]. Consequently, also the PAN lifetime in atmosphere strongly depends on the ambient temperature. This enables PAN to persist for a longer time at low temperature. Furthermore, PAN is slowly removed from the atmosphere through dry deposition; on the contrary, the ozone is rapidly removed and the dry deposition represents an effective destruction mechanism [14]. Therefore, episodes of long-range transport of PAN are likely to occur [15] and it is generally considered that PAN might constitute the largest fraction of the natural NOx reservoir [14]: this is confirmed by recent observations of high PAN/NOx ratios in the cool middle free troposphere [16].

Precursors of PAN in polluted areas are specific non-methane hydrocarbons (NMHCs) (particularly, propene, 1-butene, 2-butene, 2-pentene, etc.), aldehydes (formaldehyde, acetaldehyde) and NO2. Expecially in air masses polluted by anthropogenic emissions (i.e., autovehicular traffic and/or industrial emission), the NMHC abundance causes a rising of PAN mixing ratios sometime up to several ppbv [17].

In conjunction with the anthropogenic precursors, natural Volatile Organic Compounds (VOCs) such as isoprene [18] are relevant but of minor importance in urban and near urban atmospheres, where the PAN is the very specific indicator of anthropogenic photochemical air pollution [1921].

For identifying the occurrence of a strong photochemical smog episode in the atmosphere, the PAN, O3, NO2 and HCHO concentrations are measured and the variable Ox (sum of O3 and NO2) has been involved (Figure 1).

Figure 1
figure 1

Master scheme of photochemical reactions occurring in atmosphere.

The present paper deals with the determination of PAN concentration in the urban area of Rome carried out in the period May 2007-April 2008. The meteorological conditions that may determine elevated PAN concentrations are here discussed and the relationships between measured concentrations of PAN, O3, NO2 and HCHO in this environment also described. A very important task of this research regards to set up the developing of an analytical procedure: indeed, the determination by a gas-chromatography technique (GC-ECD) does not require any sample enrichment. By means of this methodology the temporal evolution of these compounds can be followed and useful information on the photochemical pollution phenomena are derived and shown. Finally, it should be noted the difficulty to find out certified standard reference materials of PAN, Peroxymethylnitrate (PMN), Peroxypropionylnitrate (PPN) and CH3ONO2 for calibrating the instrumentations.

The reliability and accuracy of the analytical method have been verified through monitoring campaigns during photochemical smog episodes. Simultaneously, a large data-base on smog precursors (NO, reactive NMHCs) and the relative products (ozone, PAN, aldehydes) in Rome urban area was collected.

Results and discussion

The monthly average PAN concentrations measured during the entire campaign are reported in Table 1. The PAN concentrations reached a maximum of 30.3 ppbv in summertime (average daily level of 5.7 ppbv) and a maximum of 7.3 ppbv in wintertime (average daily level of 2.1 ppbv).

Table 1 PAN levels (ppbv) determined in this study and relative comparison with other studies

In Figures 2 and 3 typical daily trends of PAN determined inside a green park, Villa Ada, in downtown Rome during summer and winter periods, respectively, are reported.

Figure 2
figure 2

Typical daily trend of PAN during a summer period (Rome, Villa Ada).

Figure 3
figure 3

Typical daily trend of PAN during a winter period (Rome, Villa Ada).

First of all, a clear difference about the amount is shown. During the summer period, the solar irradiation is strong and consequently the PAN production reaches very notable levels (up to 30 ppbv) compared with low levels in wintertime (maximum 5 ppbv). The really interesting consideration is that photochemical smog episodes occur also during cold period when the solar irradiation is low; meantime the VOC emissions are very significant as consequence of autovehicular traffic and domestic heating, characteristics of a great urban area such as Rome. Even if these episodes are limited and PAN does not reach high values, the occurring of this phenomena is important to understand the dynamics of the atmospheric pollution in the considered area and how the air quality is affected.

In Table 2 the average and max levels (expressed as ppbv) and the relative contributions (%) to the total amount are reported for each hydrocarbons C2-C9 determined in downtown Rome during the cold period.

Table 2 Average and max concentration levels (ppbv) and relative contribution (%) of each C2-C9 hydrocarbons measured in atmosphere of downtown Rome

The total composition (79.2 ppbv) is very complex and almost all the hydrocarbons in the range C2-C9 are present: in particular, alkanes 44.3%, alkenes 36.5% and aromatic 19.2%. Another interesting consideration is the high content of ethane (23.6%) and ethene (70.4%) to alkane and alkene fractions, respectively. Considering the origin of these two species [22, 23], the values are ascribed to the strong diesel-vehicle density in downtown Rome.

As it can be seen in Figures 2 and 3, the PAN behavior is almost regular depending strictly on both the meteorological conditions and the ozone and HCHO levels in atmosphere, overall the VOC such as described above.

In fact, in presence of high concentration levels of VOCs, radicals RO2 and HO2 are formed according to the following reactions:

(1)
(2)
(3)
(4)

The radicals RO2 and HO2 react with NO giving NO2:

(5)
(6)

These last two reactions cause an increasing of the ratio NO2/NO and a relative ozone accumulation. At high NOx concentrations such as those recorded in urban areas, the radicals RO2 and HO2 can be removed by other reactions giving formation of more stable compounds:

(7)
(8)
(9)

In these condition the ozone formation kinetic is also influenced by other factors such as VOC species, the relative reaction coefficients for producing RO2 and OH radicals. It is well-known that nitrous acid (HNO2) and formaldehyde (HCHO) play a fundamental role in processes occurring in atmosphere [24, 25]. In Figures 4-6 the trends of PAN, ozone, formaldehyde and Ox determined in downtown Rome, are reported.

Figure 4
figure 4

Typical daily trends of PAN (area) and ozone (line) during a summer period.

Figure 5
figure 5

Typical daily trends of PAN (grey line) and HCHO (bold line) during a summer period.

Figure 6
figure 6

Typical daily trends of NO2 (green), O3 (red), Ox (blue) and PAN (orange) during a summer period.

First of all, looking at Figure 4 high correlation between PAN and ozone is found (Pearson’s coefficient of correlation 0.84) meaning a strict relationship between them. These considerations can be evident especially during stable atmospheric conditions (investigated using the natural radioactivity, radon) when the pollutant dispersion is not favored (from 7th to 18th) whereas during the remaining periods a low correlation is observed which depends on the chemical reactions occurring in atmosphere.

Considering all the reactions above reported, Figure 5 shows that high HCHO concentrations are present in the late morning and afternoon whereas minimum values are found during high solar radiation hours: in particular, the higher levels are determined in the hour range 13.00-15.00 when the highest ozone concentrations are detected.

As it can be seen in Figure 6, the pollutant behaviors are interesting. In fact, the kinetics between PAN and HCHO are different: in atmosphere, the HCHO formation reaction is more rapid than the relative PAN formation whereas the PAN removal is very quickly. This means that during regular atmospheric mixing conditions (unstable conditions) no pollutant accumulation is possible: on the contrary, during stable conditions (i.e., when pollutant dispersion is not favored) smog photochemical episodes can occur. The intensity of such phenomena depends on variables above described: in any case the result of the event is very high PAN and HCHO levels and consequently maximum ozone concentrations.

This different behavior is well-reported in Figure 6. The Ox variable is the sum of O3 and NO2 and describes the atmospheric radical conditions: when no reactions occur, the daily trend of the Ox variable is constant because O3 and NO2 have a symmetrical behavior strictly depending on the solar radiation, i.e. high ozone levels in the early morning with NO2 removal and opposite trend in the rest of the morning. During smog photochemical episodes higher levels of HCHO (Figure 7) and PAN are found: simultaneously, the various reactions cause an ozone accumulation and the relative sum of ozone and NO2 is not constant during the day. The behaviors of Ox and HNO2 can be considered an evidence of the occurrence of a smog photochemical episode (Figure 7).

Figure 7
figure 7

a) Typical trends of PAN, Ox and O3 during a summer period (June, 24th-28th) in relationship with the radon concentration behavior; b) trends of HNO2 and Ox during photochemical activity in summer period.

In order to foresee photochemical pollution prevention, it is important to evaluate the relation between ozone and its precursors (VOCs and NOx). This evaluation has been always performed by mathematical models. In this approach we have considered the daily ratios of VOCs/NOx determined in downtown Rome: they range between 1.3 and 5.5. About the VOC reactivity, from Table 2 it is possible to evidence that the olefin fraction is prevalent in the VOC composition (about 40%) and consequently plays an important and interesting role in the atmospheric chemical and photochemical reactions [26] with the aromatic fraction (about 15% of the total VOCs).

Experimental

Measurements of PAN were carried out by means of a gas-chromatography (Carlo Erba Instruments, Milan, Italy). An electron capture detector (ECD) equipped with a 63Ni-foil of 10 µCi was used a glass tube (length 30 cm, i.d. 2 mm) packed with 10% Carbonwax on Chromosorb 80/100 mesh served with a column. Carrier-gas was nitrogen (purity of 99.99%). The flow-rate through the column was 20 mL min-1. The temperature of the GC oven was kept at 35°C, whereas the detector’s temperature was 100°C. An external pump (flow-rate 800 mL min-1) supplied the GC with ambient air, and every 15 min air samples (sampling volume of 2 mL) were automatically injected into the GC system through a 4-port valve regulated by pressurized air: the PAN retention time is 2.35 min whereas the detection limit is 0.001 ppb. Data were recorded by a Shimadzu integrator.

To prepare small amount of PAN a mixture of 50 ppm isobutene and 5 ppm NO2 diluted in synthetic air was undergone to irradiation by vapor Hg lamp [27].

Ozone and NO2 have been measured by means of a Differential Optical Absorption Spectrometry (DOAS, Opsis, Sweden) based on the Lambert-Beer’s law [28]. For describing the dynamics of the low boundary layer meaning the atmospheric stability/instability conditions was used the natural radioactivity by means of the β-radioactivity of short-lived decay products of Radon (SM200, Opsis) [29].

VOC concentrations have been measured by means of gas chromatograph POCP GC955 (Syntech Spectras, The Netherlands) equipped with two columns and three detectors. For the C2-C5 hydrocarbons an alumina column (15m×0.32 mm, 0.10 µm film thickness) (Alltech Ass. Inc., Illinois, USA) and two detectors flame ionization (FID) and photo ionization (PID) were used whereas for the C6-C10 hydrocarbons a column AT5 (15 m×0.32 mm, 0.10 µm film thickness) (Alltech Ass. Inc.) and a photo-ionization detector (PID).

The sampling site was located in downtown Rome (37 m a.s.l.; 41°54’N and 12°30’E; 2.7 million inhabitants), site characterized by high density of autovehicular traffic due to 2.5 millions among cars, motorcycles and bus (data from Automobile Club d’Italia) and domestic heating. The measurements covered 12-months from May 2007 to April 2008.

Conclusions

The daily trends of ozone and PAN are reported and discussed together with the NO2 and HCHO behaviors in relationship with the concentrations of the natural radioactivity (radon) used as parameter for describing the dynamic of low atmospheric boundary layer. PAN has a low chemical reactivity and it represents a selective index of photochemical activity in atmosphere also because it is almost negligible the natural sources on its budget. Furthermore, PAN measurements are also important for investigating photochemical pollution transport phenomena.

For identifying the acute episodes of atmospheric photochemical pollution the PAN trends are shown and compared with those of the variable Ox (sum of NO2 and O3) describing specifically the evolution and the fate of oxidative processes due to atmospheric radical activity. At the same time, a VOC profile is reported and it is shown that the main contribution to the ozone formation comes from the olefinic fraction representing almost 40% of the total VOC amount. For this reason it is still an important issue to control the autovehicular emissions and to reduce and/or minimize the NOx fractions in fuel.

Finally, as important part of the project, an analytical methodology based on GC-ECD analysis without sample enrichment and with high reliability and accuracy, was developed.

References

  1. Mills GP, Sturges WT, Salmon RA, Bauguitte SJ-B, Read KA, Bandy BJ: Seasonal variation of peroxyacetylnitrate (PAN) in coastal Antarctica measured with a new instrument for the detection of sub-part per trillion mixing ratios of PAN. Atmos Chem Phys. 2007, 7: 4589-4599. 10.5194/acp-7-4589-2007.

    Article  CAS  Google Scholar 

  2. Taylor OC: Importance of peroxyacetylnitrate (PAN) as a phytotoxic air pollutant. J Air Pollut Control Assoc. 1969, 19 (5): 347-351. 10.1080/00022470.1969.10466498.

    Article  CAS  Google Scholar 

  3. Rubio MA, Gramsch E, Lissi E, Villana G: Seasonal dependence of peroxyacetylnitrate (PAN) concentrations in downtown Santiago, Chile. Atmosfera. 2007, 20 (4): 319-328.

    Google Scholar 

  4. World Health Organization (WHO): Update and Revision of the WHO Air Quality Guideline for Europe. Classical Air Pollutants; Ozone and Other Photochemical Oxidants. 1996, Bilthoven, Netherlands

    Google Scholar 

  5. Gaffney JS, Marley NA, Cunningham MM, Doskey PV: Measurements of peroxyacyl nitrates (PANs) in Mexico City: implications for megacity air quality impacts on regional scales. Atmos Environ. 1999, 33 (30): 5003-5012. 10.1016/S1352-2310(99)00263-0.

    Article  CAS  Google Scholar 

  6. Marley NA, Gaffney JS, Ramos-Villegas R, Cárdenas González B: Comparison of measurements of peroxyacyl nitrates and primary carbonaceous aerosol concentrations in Mexico City determined in 1997 and 2003. Atmos Chem Phys. 2007, 7: 2277-2285. 10.5194/acp-7-2277-2007.

    Article  CAS  Google Scholar 

  7. Dyremark A, Westerholm R, Överik E, Gustavsson J-A: Polycyclic aromatic hydrocarbon (PAH) emissions from charcoal grilling. Atmos Environ. 1995, 29 (13): 1553-1558. 10.1016/1352-2310(94)00357-Q.

    Article  CAS  Google Scholar 

  8. Brown JR, Field RA, Goldstone ME, Lester JN, Perry R: Polycyclic aromatic hydrocarbons in central London air during 1991 and 1992. Sci Total Environ. 1996, 177 (1-3): 73-84. 10.1016/0048-9697(95)04866-9.

    Article  CAS  Google Scholar 

  9. Kawanaka Y, Matsumoto E, Sakamoto K, Wang N, Yun S-J: Size distributions of mutagenic compounds and mutagenicity in atmospheric particulate matter collected with a low-pressure cascade impactor. Atmos Environ. 2004, 38 (14): 2125-2132. 10.1016/j.atmosenv.2004.01.021.

    Article  CAS  Google Scholar 

  10. Bravo HA, Camacho CR, Roy-Ocotla RG, Sosa ER, Torres RJ: Analysis of the change in atmospheric urban formaldehyde and photochemistry activity as a result of using methyl-t-butyl-ether (MTBE) as an additive in gasolines of the metropolitan area of Mexico City. Atmos Environ. 1991, 25 (2): 285-288. 10.1016/0957-1272(91)90063-K.

    Article  Google Scholar 

  11. Streit GE, Guzman F: Mexico City air quality: progress of an international collaborative project to define air quality management options. Atmos Environ. 1996, 30 (5): 723-733. 10.1016/1352-2310(95)00275-8.

    Article  CAS  Google Scholar 

  12. Avino P, Manigrasso M: Ten-year measurements of gaseous pollutants in urban air by an open-path analyzer. Atmos Environ. 2008, 42 (18): 4138-4148. 10.1016/j.atmosenv.2008.01.024.

    Article  CAS  Google Scholar 

  13. Bridier I, Caralp F, Loirat H, Lesclaux R, Veyret B, Becker KH, Reimer A, Zabel F: Kinetic and theoretical studies of the reactions acetylperoxy + nitrogen dioxide + M .dblarw. acetyl peroxynitrate + M between 248 and 393 K and between 30 and 760 torr. J Phys Chem. 1991, 95: 3594-3600. 10.1021/j100162a031.

    Article  CAS  Google Scholar 

  14. Kley D, Kleinmann M, Sanderman H, Krupa S: Photochemical oxidants: state of the science. Environ Pollut. 1999, 100 (1): 19-42. 10.1016/S0269-7491(99)00086-X.

    Article  CAS  Google Scholar 

  15. Nielsen T, Samuelsson U, Grennfelt C, Thomsen EL: Peroxyactyl nitrate in long range transported pollution air. Nature. 1981, 293: 553-555. 10.1038/293553a0.

    Article  Google Scholar 

  16. Ridley BA, Shetter JD, Walega JG, Madronich S, Elsworth CM, Grahek FE, Fehsenfeld FC, Norton RB, Parrish DD, Huebler G, Buhr M, Williams EJ, Allwine EJ, Westberg HH: The behavior of some organic nitrates at Boulder and Niwot Ridge, Colorado. J Geophys Res. 1990, 95 (D9): 13949-13961. 10.1029/JD095iD09p13949.

    Article  Google Scholar 

  17. Aneja VP, Harstsell BE, Kim D-S, Grosjean D: Peroxyacetyl nitrate in Atlanta, Georgia: comparison and analysis of ambient data for suburban and downtown locations. J Air Waste Manag Assoc. 1999, 49 (2): 177-184. 10.1080/10473289.1999.10463786.

    Article  CAS  Google Scholar 

  18. En-Jang S, Ming-Huei H: Detection of peroxyacetyl nitrate at phytotoxic level and its effects on vegetation in Taiwan. Atmos Environ. 1995, 29 (21): 2899-2904. 10.1016/1352-2310(94)00329-J.

    Article  Google Scholar 

  19. Bottenheim JW, Gallant AJ: PAN over the Arctic, observations during AGASP-2 in April 1986. J Atmos Chem. 1989, 9 (1-3): 301-316. 10.1007/BF00052839.

    Article  CAS  Google Scholar 

  20. Rappengluck B, Melas D, Fabian P: The evolution of photochemical smog in the metropolitan area of Santiago, Chile. J Appl Meteorol. 2000, 39 (3): 275-290. 10.1175/1520-0450(2000)039<0275:TEOPSI>2.0.CO;2.

    Article  Google Scholar 

  21. Rappengluck B, Oyola P, Olaeta I, Fabian P: Evidence of the impact of urban plumes on remote sites in the Eastern Mediterranean. Atmos Environ. 2003, 37 (13): 1853-1864. 10.1016/S1352-2310(03)00065-7.

    Article  CAS  Google Scholar 

  22. Morris WE, Dishart KT: Influence of vehicle emission control systems on the relationship between gasoline and vehicle exhaust hydrocarbon composition. Effect of Automotive Emission Requirements on Gasoline Characteristics. ASTM Special Publication 487. 1977, Philadelphia, PA, USA: American Society for Testing and Materials, 69-101. 13-9780803100046

    Google Scholar 

  23. Mayrsohn H, Crabtree JH, Kuramoto M, Sothern RD, Mano SH: Source reconciliation of atmospheric hydrocarbons 1974. Atmos Environ. 1977, 11 (2): 189-192. 10.1016/0004-6981(77)90225-6.

    Article  CAS  Google Scholar 

  24. Crutzen PJ, Fishman J: Average concentrations of OH in the troposphere, and the budgets of CH4, CO, H2 and CH3CCl3. Geophys Res Lett. 1977, 4 (8): 321-324. 10.1029/GL004i008p00321.

    Article  CAS  Google Scholar 

  25. Baulch DL, Cox RA, Crutzen PJ, Hampson RF, Kerr JA, Troe J, Watson RT: Evaluated kinetic and photochemical data for atmospheric chemistry. Supplement I J Phys Chem Ref Data. 1982, 11 (2): 327-496.

    Article  CAS  Google Scholar 

  26. Field RA, Goldstone ME, Lester JN, Perry R: The sources and behavior of anthropogenic volatile hydrocarbons. Atmos Environ. 1992, 26 (16): 2983-2996. 10.1016/0960-1686(92)90290-2.

    Article  Google Scholar 

  27. Schurath U, Wipprecht V: Reactions of peroxiacyl radicals. Proceedings of the 1st European Symposium on the Physico-Chemical Behavior of Atmospheric Pollutants, Concerted Action EEC-COST 61A bis. Edited by: Versino B. 1980, Commission European Community, 157-166.

    Google Scholar 

  28. Avino P, Brocco D, Lepore L, Russo MV, Ventrone I: Remote sensing measurements for evaluation of air quality in an urban area. Ann Chim. 2004, 94 (9-10): 707-714. 10.1002/adic.200490088.

    Article  CAS  Google Scholar 

  29. Avino P, Brocco D, Lepore L, Pareti S: Interpretation of atmospheric pollution phenomena in relationship with the vertical atmospheric remixing by means of natural radioactivity measurements (radon) of particulate matter. Ann Chim. 2003, 93 (5-6): 589-594.

    CAS  Google Scholar 

Download references

Acknowledgements

This work was supported under the grant ISPESL/DIPIA/P06 “Identificazione, analisi e valutazione delle conseguenze delle attività antropiche (Identification, analysis and evaluation of consequences of anthropogenic activities)” L06, 2008-11. Further, the authors wish to thank drs. D. Brocco and A. Febo for their helpful contribution in the discussion.

This article has been published as part of Chemistry Central Journal Volume 6 Supplement 2, 2012: Proceedings of CMA4CH 2010: Application of Multivariate Analysis and Chemometry to Cultural Heritage and Environment. The full contents of the supplement are available online at http://journal.chemistrycentral.com/supplements/6/S2.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Karim Movassaghi.

Additional information

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

PA and MV set up the analytical procedure using GC-ECD. KM processed data and provided the comparison with other literature. PA and MV coordinated the study. PA edited the text and prepared the final draft of the paper. All the authors have read and approved the final manuscript.

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License (https://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Reprints and permissions

About this article

Cite this article

Movassaghi, K., Russo, M.V. & Avino, P. The determination and role of peroxyacetil nitrate in photochemical processes in atmosphere. Chemistry Central Journal 6 (Suppl 2), S8 (2012). https://doi.org/10.1186/1752-153X-6-S2-S8

Download citation

  • Published:

  • DOI: https://doi.org/10.1186/1752-153X-6-S2-S8

Keywords