Abstract
The concentration of particulate matter (PM2.5 and PM10) was studied in San Juan city, Argentina, during winter and spring of 2017. Samplers of particulate matter (PM) and individuals of the plant species Tillandsia capillaris were placed in the centre of the city to be used as a biomonitors of atmospheric particulate matter. The PM filters and PM deposited in T. capillaris leaves were analysed to measure particle concentration and concentrations of elements (K, Ca, Mn, Fe, Cu, Zn, Br, Sr, Ba and Pb) using X-ray fluorescence by synchrotron radiation (SR-XRF). Linear regression analysis showed significant positive correlations between PM concentration in the atmosphere and the particles deposited on T. capillaris leaves. The elements quantified in PM2.5 and PM10 filters were subjected to a principal component analysis, which showed the presence of three emission sources in the study area (soil, vehicular traffic and industry) in both fractions. It was not possible to conduct this analysis with the elements obtained from the extraction of T. capillaris leaves, since most of them are solubilised at the moment of extraction. Biomonitoring with T. capillaris might be used to estimate the concentration of particulate matter in large areas or in remote sites with no electrical power supply to run active samplers. Further studies should be carried out in other regions, and more variables should be incorporated to obtain increasingly deterministic models.
Similar content being viewed by others
Data availability
Not applicable.
References
Abril GA, Wannaz ED, Invernizzi R, Plá RR, Mateos AC, Pignata ML (2014b) Characterization of atmospheric emission sources of heavy metals and trace elements through a local-scale monitoring network using T. capillaris. Ecol. Indic. 40:153–161
Abril GA, Wannaz ED, Mateos AC, Pignata ML (2014a) Biomonitoring of airborne particulate matter emitted from a cement plant and comparison with dispersion modelling results. Atmos. Environ. 82:154–163. https://doi.org/10.1016/j.atmosenv.2013.10.020
Aguilera Sammaritano, M., Bustos, D., Poblete, A. G., Wannaz E. D., 2017. Elemental composition of PM2.5 in the urban environment of San Juan, Argentina. Environ. Sci. Pollut. Res. https://doi.org/10.1007/s11356-017-0793-5
Allende D, Pascual R, Ruggeri M, Mulena C, Puliafito E (2014) Monitoreo e Identificación de Fuentes de PM10, PM2,5 y PM1 en el área urbana y suburbana del Gran Mendoza. Avances en Energías Renovables y Medio Ambiente (ASADES). 18:01.19–01.26 https://www.mendoza-conicet.gob.ar/asades/modulos/averma/trabajos/2014/2014-t001-a003.pdf
Aničić M, Tasic M, Frontasyeva MV, Tomašević M, Rajsic S, Mijic Z, Popovic A (2009) Active moss biomonitoring of trace elements with Sphagnum girgensohnii moss bags in relation to atmospheric bulk deposition in Belgrade. Serbia. Environ. Pollut. 157(2):673–679 http://www.ncbi.nlm.nih.gov/pubmed/18814945
Begum B, Swapan KB, Hopke PK (2007) Source apportionment of air particulate matter by chemical mass balance (CMB) and comparison with positive matrix factorization (PMF) Model. Aerosol Air Qual Res. 7(4):446–468
Bermudez G, Rodríguez JH, Pignata ML (2009) Comparison of the air pollution biomonitoring ability of three Tillandsia species and the lichen Ramalina celastri in Argentina. Environ. Res. 109(1):6–14
Braga, C. F., Alves, R. C. M., Teixeira, E. C., Pires, M., 2002. Aerosols concentration in the Candiota area applying different gravimetric methods of sampling and numeric modelling. J Environ Monit. 4(6), 897–902. http:// https://doi.org/10.1016/j.atmosenv.2004.12.004.
Brighigna L, Palandri MR, Giuffrida M, Macchi C, Tani G (1988) Ultrastructural features of the Tillandsia usneoides L. absorbing trichome during conditions moisture and aridity. Caryologia International Journal of Cytology, Cytosystematics and Cytogenetics. 41(2):111–129 http://10.1080/00087114.1988.10797853
Callén MS, de la Cruz MT, López JM, Navarro MV, Mastral AM (2009) Comparison of receptor models for source apportionment of the PM10 in Zaragoza (Spain). Chemosphere 76(8):1120–1129
Ceburnis D (2000) Conifer needles as biomonitors of atmospheric heavy metal deposition: comparison with mosses and precipitation, role of the canopy. Atmos. Environ. 34(25):4265–4271
de Miranda RM, Andrade M, Noronha Dutra Ribeiro F, Mendonça Kelliton JF, Perez Martinez PJ (2018) Source apportionment of fine particulate matter by positive matrix factorization in the Metropolitan Area of São Paulo, Brazil. J. Cleaner Prod. 202:253–263 http://10.1016/j.jclepro.2018.08.100
De Nicola F, Murena F, Costagliola MA, Alfani A, Baldantoni D, Vittoria Prati M, Sessa L, Spagnuolo V, Giordano S (2013) Improved biomonitoring of airborne contaminants by combined use of holm oak leaves and epiphytic moss. Chemosphere. 92(9):1224–1230. https://doi.org/10.1016/j.chemosphere.2013.04.050
De Santo AV, Alfani A, De Luca P (1976) Water vapour uptake from the atmosphere by some Tillandsia species. Ann. Bot. 40:391–394
Doria Argumedo C, Fagundo Castillo JR (2016) Chemical Particulate Matter PM10 in the atmosphere of Riohacha -La Guajira Colombia. Rev. Ingeniería Investigación y Desarrollo 17(1):5–16
Dzierżanowski K, Popek R, Gawrónska H, Sæbø A, Gawrónski SW (2011) Deposition of particulate matter of different size fractions on leaf surfaces and in waxes of urban forest species. Int. J. Phytorem. 13(10):1037–1046. https://doi.org/10.1080/15226514.2011.552929
Goix S, Resongles E, Point D, Oliva P, Duprey J, de la Galvez E, Ugarte L, Huayta C, Prunier J, Zouiten C, Gardon J (2013) Transplantation of epiphytic bioaccumulators (Tillandsia capillaris) for high spatial resolution biomonitoring of trace elements and point sources deconvolution in a complex mining/smelting urban context. Atmos. Environ. 80:330–341
Gómez D, Nakazawa T, Furuta N, Smichowski P (2017) Multielemental chemical characterisation of fine urban aerosols collected in Buenos Aires and Tokyo by plasma-based techniques. Microchem. J. 133:346–351. https://doi.org/10.1016/j.microc.2017.03.041
Hao Y, Guo Z, Yang Z, Fang M, Feng J (2007) Seasonal variations and sources of various element in the atmospheric aerosols in Qingdao, China. Atmos. Res. 85:27–37
Harmens H, Norris DA, Steinnes E, Kubin E, Piispanen J, Alber R, Aleksiayenak Y, Blum O, Coşkun M, Dam M, De Temmerman L, Fernández JA, Frolova M, Frontasyeva M, González-Miqueo L, Grodzińska K, Jeran Z, Korzekwa S, Krmar M, Kvietkus K, Leblond S, Liiv S, Magnússon SH, Maňkovská B, Pesch R, Rühling A, Santamaria JM, Schröder W, Spiric Z, Suchara I, Thöni L, Urumov V, Yurukova L, Zechmeister HG (2010) Mosses as biomonitors of atmospheric heavy metal deposition: spatial patterns and temporal trends in Europe. Environ. Pollut. 158(10):3144–3156
Hien PD, Binh NT, Truong Y, Ngo NT, Sieu LN (2001) Comparative receptor modelling study of TSP, PM2 and PM2–10 in Ho Chi Minh city. Atmos. Environ. 35:2669–2678
Hitchins J, Morawska L, Wolff R, Gilbert D (2000) Concentrations of submicrometre particles from vehicle emissions near a major road. Atmos. Environ. 34(1):51–59
Jorquera H, Barraza F (2013) Source Apportionment of PM10 and PM2.5 in a desert region in Northern Chile. Sci Total Environ. 444:327–335. https://doi.org/10.1016/j.scitotenv.2012.12.007
Khodeir M, Shamy M, Alghamdi M, Zhong M, Sun H, Costa M et al (2012) Source apportionment and elemental composition of PM2.5 and PM10 in Jeddah City, Saudi Arabia. Atmos. Pollut. Res. 3(3):331–340
Klumpp A, Ro-Poulsen H (2010) Biomonitoring of toxic compounds of airborne particulate matter in urban and industrial areas. In: Zereini F, Wiseman C (eds) Urban Airborne Particulate Matter: Origins, Chemistry, Fate and Health Impacts. Springer, Berlin, 18p. https://doi.org/10.1007/978-3-642-12278-1
Kyotani T, Iwatsuki M (2002) Characterization of soluble and insoluble components in PM2.5 and PM10 fractions of airborne particulate matter in Kofy city, Japan. Atmos. Environ. 36:639–649
Li P, Pemberton R, Zheng G (2015) Foliar trichome-aided formaldehyde uptake in the epiphytic Tillandsia velutina and its response to formaldehyde pollution. Chem. 119:662–667. https://doi.org/10.1016/j.chemosphere.2014.07.079
López ML, Ceppi S, Palancar G, Olcese LE, Tira G, Toselli BM (2011) Elemental concentration and source identification of PM10 and PM2.5 by SR-XRF in Cordoba City, Argentina. Atmos Environ. 45(31):5450–5457
Loppi S, Pirintsos S (2003) Epiphytic lichens as sentinels for heavy metal pollution at forest ecosystems (central Italy). Environ. Pollut. 121:327–332
Loyola J, de Almeida PB Jr, Quiterio SL, Sousa CR, Arbilla G, Escaleira V, de Carvalho MI (2006) Concentration and emission sources of airborne metals in particulate matter in the industrial district of Medio Paraiba, State of Rio de Janeiro, Brazil. Archives Environ Contamination Toxicol 51:485–493
Marple V, Rubow KL, Turner W, Spengler JD (1987) Low flow rate sharp cut impactors for indoor sampling: design and calibration. J Air Poll Control Assoc. 37(1303):1307
Mohammed G, Karani G, Mitchell D (2017) Trace elemental composition in PM10 and PM2.5 collected in Cardiff, Wales. Energy Procedia 111:540–547. https://doi.org/10.1016/j.egypro.2017.03.216
Murakami M, Abe M, Kakumoto Y, Kawano H, Fukasawa H, Saha M, Takada H (2012) Evaluation of Ginkgo as a biomonitor of airborne polycyclic aromatic hydrocarbons. Atmos. Environ. 54:9–17. https://doi.org/10.1016/j.atmosenv.2012.02.014
Nowak DJ, Satoshi H, Bodine A, Greenfield E (2014) Tree and forest effects on air quality and human health in the united states. Environ. Pollut. 193:119–129
Pandey B, Agrawal M, Singh S (2014) Assessment of air pollution around coal mining area: emphasizing on spatial distributions, seasonal variations and heavy metals, using cluster and principal component analysis. Atmos. Pollut. Res. 5(1):79–86 http://www.sciencedirect.com/science/article/pii/S1309104215303445
Papini A, Tani G, Di Falco P, Brighigna L (2010) The ultrastructure of the development of Tillandsia (Bromeliaceae) trichome. Flora: Morphology, Distribution, Functional Ecology of Plants 205(2):94–100. https://doi.org/10.1016/j.flora.2009.02.001
Park SS, Young JK (2005) Source contributions to fine particulate matter in an urban atmosphere. Chemosphere. 59(2):217–226
Perrino C, Catrambone M, Dalla Torre S, Rantica E (2014) Seasonal variations in the chemical composition of particulate matter: a case study in the Po Valley. Part I: Macro-Components and Mass Closure, pp 3999–4009
Pipal AS, Kulshrestha A, Taneja A (2011) Characterization and morphological analysis of airborne PM2.5 and PM10 in Agra located in north central India. Atmos Environ. 45(21):3621–3630. https://doi.org/10.1016/j.atmosenv.2011.03.062
Pope C (2000) Review: Epidemiological basis for particulate air pollution health standards. Aerosol Sci. Technol. 32(1):4–14 http://www.tandfonline.com/doi/abs/10.1080/027868200303885%5Cnpapers2://publication/doi/10.1080/027868200303885
Prieditis H, Adamson IYR (2002) Comparative pulmonary toxicity of various soluble metals found in urban particulate dusts. Experimental Lung Research 28(7):563–576
Sánchez-Chardi A (2016) Biomonitoring potential of five sympatric Tillandsia species for evaluating urban metal pollution (Cd, Hg and Pb). Atmos. Environ. 131:352–359. https://doi.org/10.1016/j.atmosenv.2016.02.013
Sanhueza P, Vargas C, Jiménez J (1999) Daily mortality in Santiago and its relationship with air pollution. Rev Med Chil. 127:235–242
Schleicher NJ, Norra S, Chai F, Yizhen C, Shulan W, Kuang C, Yang Y, Doris S (2011) Temporal variability of trace metal mobility of urban particulate matter from Beijing - a contribution to health impact assessments of aerosols. Atmos. Environ. 45(39):7248–7265. https://doi.org/10.1016/j.atmosenv.2011.08.067
Schreck E, Sarret G, Priscia O, Aude C, Sobanska S, Guédron S, Barraza F, Point D, Huayta C, Couture R, Prunier J, Henry M, Tisserand D, Goix S, Chincheros J, Uzu G (2016) Is Tillandsia capillaris an efficient bioindicator of atmospheric metal and metalloid deposition? Insights from five months of monitoring in an urban mining area. Ecol. Indic. 67:227–237. https://doi.org/10.1016/j.ecolind.2016.02.027
Shi Z, Longyi S, Jones TP, Whittaker AG, Senlin L, Bérubé KA, Taoe H, Richards RJ (2003) Characterization of airborne individual particles collected in an urban area, a satellite city and a clean air area in Beijing, 2001. Atmos. Environ. 37(29):4097–4108
Slmonlch SL, Hltes RA (1994) Vegetation-Atmosphere partitioning of polycyclic aromatic hydrocarbons. Environ. Sci. Technol. 28:939–943
Suvires GM (2014) The paradigm of paraglacial megafans of the San Juan river basin, Central Andes, Argentina. J South Am. Earth Sci. 55:166–172. https://doi.org/10.1016/j.jsames.2014.07.008
Terzaghi E, Wild E, Zacchello G, Cerabolini BEL, Jones KC, Di Guardo A (2013) Forest filter effect: role of leaves in capturing/releasing air particulate matter and its associated PAHs. Atmos. Environ. 74:378–384. https://doi.org/10.1016/j.atmosenv.2013.04.013
Vargas FA, Rojas N, Pachon JE, Russell AG (2012) PM10 characterization and source apportionment at two residential areas in Bogota. Atm Poll Res 3(72):80. https://doi.org/10.5094/APR.2012.006
Viana M, Kuhlbusch TAJ, Querol X, Alastuey A, Harrison RM, Hopke PK, Winiwarter W, Vallius M, Szidat S, Prévôt ASH, Hueglin C, Bloemen H, Wåhlin P, Vecchi R, Miranda AI, Kasper-Giebl A, Maenhaut W, Hitzenberger R (2008) Source apportionment of particulate matter in Europe: a review of methods and results. J. Aerosol Sci. 39:827–849. https://doi.org/10.1016/j.jaerosci.2008.05.007
Villalobos AM, Barraza F, Jorquera H, Schauer JJ (2015) Chemical speciation and source apportionment of fine particulate matter in Santiago, Chile, 2013. Sci Total Environ. 512–513:133–142. https://doi.org/10.1016/j.scitotenv.2015.01.006
Wang H, Zhuang Y, Wang Y, Sun Y, Yuan H, Zhuang G, Hao Z (2008) Long-term monitoring and source apportionment of PM2.5/PM10 in Beijing, China. J Environ Sci. 20(11):1323–1327. https://doi.org/10.1016/S1001-0742(08)62228-7
Wannaz ED, Abril GA, Rodríguez JH, Pignata ML (2013) Assessment of polycyclic aromatic hydrocarbons in industrial and urban areas using passive air samplers and leaves of tillandsia capillaris. J Environ Chem Eng. 1(4):1028–1035. https://doi.org/10.1016/j.jece.2013.08.012
Watson JG, Chow JC, Houck JE (2001) PM2.5 chemical source profiles for vehicle exhaust, vegetative burning, geological material, and coal burning in Northwestern Colorado during 1995. Chemosphere. 43(8):1141–1151
Weber F, Kowarik I, Säumel I (2014) Herbaceous plants as filters: immobilization of particulates along urban street corridors. Environ. Pollut. 186:234–240. https://doi.org/10.1016/j.envpol.2013.12.011
WHO, 2006. Air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide: Global update 2005. (WHO/SDE/PHE/OEH/06.02). Retrieved from: http://apps.who.int/iris/bitstream/handle/10665/69477/WHO_SDE_PHE_OEH_06.02_eng.pdf?sequence=1 Accessed on 19 Januari 2021.
Woodruff TJ, Parker JD, Schoendorf KC (2006) Fine particulate matter (PM2.5) air pollution and selected causes of postneonatal infant mortality in California. Environ. Health Perspect. 114(5):786–790
Wu SP, Cai MJ, Xu C, Zhang N, Zhou JB, Yan JP, Schwab JJ, Yuan CS (2020) Chemical nature of PM2.5 and PM10 in the coastal urban Xiamen, China: insights into the impacts of shipping emissions and health risk. Atmos. Environ 227:117383. https://doi.org/10.1016/j.atmosenv.2020.117383
Xia L, Gao Y (2011) Characterization of trace elements in PM2.5 aerosols in the vicinity of highways in northeast New Jersey in the US East Coast. Atmos. Pollut. Res. 2(1):34–44 http://www.atmospolres.com/articles/Volume2/issue1/APR-11-005.pdf
Yan J, Lin L, Zhou W, Han L, Ma K (2016) Quantifying the characteristics of particulate matters captured by urban plants using an automatic approach. J Environ. Sci. (China) 39:259–267. https://doi.org/10.1016/j.jes.2015.11.014
Acknowledgements
The authors are grateful to the sworn English translator Jorgefina Brasca for language revision.
Funding
This work was partially supported by the Fondo para la Investigación Científica y Técnica (FONCyT, PICT), Secretaría de Ciencia y Técnica de la Universidad Nacional de Córdoba (Consolidar 2019/2021), Brazilian Synchrotron Light Source (LNLS, Proposal 20150094) and the Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET).
Author information
Authors and Affiliations
Contributions
MLAS: Collection of samples of particulate material, exposure of biomonitors, data collection, data analysis. PMC: Discussion of the results and writing of the manuscript. DAB: Support in data collection, discussion of results and writing of the manuscript. EDW: Methodology planning, analysis of measured elements in filters and biomonitors, acquisition of funds and administration of funds, data analysis, writing of the manuscript.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Gerhard Lammel
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
ESM 1
(KML 2 kb)
Rights and permissions
About this article
Cite this article
Aguilera Sammaritano, M.L., Cometto, P.M., Bustos, D.A. et al. Monitoring of particulate matter (PM2.5 and PM10) in San Juan city, Argentina, using active samplers and the species Tillandsia capillaris. Environ Sci Pollut Res 28, 32962–32972 (2021). https://doi.org/10.1007/s11356-021-13174-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-13174-4