The SALTENA Experiment: Comprehensive Observations of Aerosol Sources, Formation, and Processes in the South American Andes

Federico Bianchi Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Victoria A. Sinclair Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Diego Aliaga Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Qiaozhi Zha Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Wiebke Scholz Institute for Ion and Applied Physics, University of Innsbruck, and Ionicon Analytik Ges.m.b.H., Innsbruck, Austria;

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Cheng Wu Department of Environmental Science, Stockholm University, Stockholm, Sweden;

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Liine Heikkinen Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Rob Modini Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, Villigen PSI, Switzerland;

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Eva Partoll Institute for Ion and Applied Physics, University of Innsbruck, Innsbruck, Austria;

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Fernando Velarde Laboratory for Atmospheric Physics, Institute for Physics Research, Universidad Mayor de San Andrés, La Paz, Bolivia;

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Isabel Moreno Laboratory for Atmospheric Physics, Institute for Physics Research, Universidad Mayor de San Andrés, La Paz, Bolivia;

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Yvette Gramlich Department of Environmental Science, Stockholm University, Stockholm, Sweden;

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Wei Huang Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Alkuin Maximilian Koenig Laboratory for Atmospheric Physics, Institute for Physics Research, Universidad Mayor de San Andrés, La Paz, Bolivia;

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Markus Leiminger Institute for Ion and Applied Physics, University of Innsbruck, and Ionicon Analytik Ges.m.b.H., Innsbruck, Austria;

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Joonas Enroth Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Otso Peräkylä Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Angela Marinoni Institute of Atmospheric Sciences and Climate, Italian National Research Council, Bologna, Italy;

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Chen Xuemeng Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Luis Blacutt Laboratory for Atmospheric Physics, Institute for Physics Research, Universidad Mayor de San Andrés, La Paz, Bolivia;

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Ricardo Forno Laboratory for Atmospheric Physics, Institute for Physics Research, Universidad Mayor de San Andrés, La Paz, Bolivia;

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Rene Gutierrez Laboratory for Atmospheric Physics, Institute for Physics Research, Universidad Mayor de San Andrés, La Paz, Bolivia;

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Patrick Ginot University of Grenoble Alpes, CNRS, IRD, Grenoble-INP, IGE (UMR 5001), Grenoble, France;

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Gaëlle Uzu University of Grenoble Alpes, CNRS, IRD, Grenoble-INP, IGE (UMR 5001), Grenoble, France;

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Maria Cristina Facchini Institute of Atmospheric Sciences and Climate, Italian National Research Council, Bologna, Italy;

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Stefania Gilardoni Institute of Atmospheric Sciences and Climate, and Institute of Polar Sciences, Italian National Research Council, Bologna, Italy;

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Martin Gysel-Beer Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, Villigen PSI, Switzerland;

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Runlong Cai Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Tuukka Petäjä Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland;

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Matteo Rinaldi Institute of Atmospheric Sciences and Climate, Italian National Research Council, Bologna, Italy;

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Harald Saathoff Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Karlsruhe, Germany;

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Karine Sellegri Université Clermont Auvergne, CNRS, Laboratoire de Météorologie Physique, Clermont-Ferrand, France;

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Douglas Worsnop Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland, and Aerodyne Research, Inc., Billerica, Massachusetts;

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Paulo Artaxo Institute of Physics, University of São Paulo, São Paulo, Brazil;

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Armin Hansel Institute for Ion and Applied Physics, University of Innsbruck, Innsbruck, Austria;

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Markku Kulmala Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland, Aerosol and Haze Laboratory, Beijing Advanced Innovation Center for Soft Matter Science and Engineering, Beijing University of Chemical Technology, Beijing, and Joint International Research Laboratory of Atmospheric and Earth System Sciences, Nanjing University, Nanjing, China;

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Alfred Wiedensohler Experimental Aerosol and Cloud Microphysics, Leibniz Institute for Tropospheric Research, Leipzig, Germany;

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Paolo Laj Institute for Atmospheric and Earth System Research, and Department of Physics, University of Helsinki, Helsinki, Finland, and University of Grenoble Alpes, CNRS, IRD, Grenoble-INP, IGE (UMR 5001), Grenoble, France;

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Radovan Krejci Department of Environmental Science, Stockholm University, Stockholm, Sweden;

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Samara Carbone Federal University of Uberlândia, Uberlândia, Brazil;

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Marcos Andrade Laboratory for Atmospheric Physics, Institute for Physics Research, Universidad Mayor de San Andrés, La Paz, Bolivia, and Department of Atmospheric and Oceanic Sciences, University of Maryland, College Park,College Park, Maryland

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Claudia Mohr Department of Environmental Science, Stockholm University, Stockholm, Sweden;

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Abstract

This paper presents an introduction to the Southern Hemisphere High Altitude Experiment on Particle Nucleation and Growth (SALTENA). This field campaign took place between December 2017 and June 2018 (wet to dry season) at Chacaltaya (CHC), a GAW (Global Atmosphere Watch) station located at 5,240 m MSL in the Bolivian Andes. Concurrent measurements were conducted at two additional sites in El Alto (4,000 m MSL) and La Paz (3,600 m MSL). The overall goal of the campaign was to identify the sources, understand the formation mechanisms and transport, and characterize the properties of aerosol at these stations. State-of-the-art instruments were brought to the station complementing the ongoing permanent GAW measurements, to allow a comprehensive description of the chemical species of anthropogenic and biogenic origin impacting the station and contributing to new particle formation. In this overview we first provide an assessment of the complex meteorology, airmass origin, and boundary layer–free troposphere interactions during the campaign using a 6-month high-resolution Weather Research and Forecasting (WRF) simulation coupled with Flexible Particle dispersion model (FLEXPART). We then show some of the research highlights from the campaign, including (i) chemical transformation processes of anthropogenic pollution while the air masses are transported to the CHC station from the metropolitan area of La Paz–El Alto, (ii) volcanic emissions as an important source of atmospheric sulfur compounds in the region, (iii) the characterization of the compounds involved in new particle formation, and (iv) the identification of long-range-transported compounds from the Pacific or the Amazon basin. We conclude the article with a presentation of future research foci. The SALTENA dataset highlights the importance of comprehensive observations in strategic high-altitude locations, especially the undersampled Southern Hemisphere.

© 2022 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding authors: Federico Bianchi, federico.bianchi@helsinki.fi; Claudia Mohr, claudia.mohr@aces.su.se

Abstract

This paper presents an introduction to the Southern Hemisphere High Altitude Experiment on Particle Nucleation and Growth (SALTENA). This field campaign took place between December 2017 and June 2018 (wet to dry season) at Chacaltaya (CHC), a GAW (Global Atmosphere Watch) station located at 5,240 m MSL in the Bolivian Andes. Concurrent measurements were conducted at two additional sites in El Alto (4,000 m MSL) and La Paz (3,600 m MSL). The overall goal of the campaign was to identify the sources, understand the formation mechanisms and transport, and characterize the properties of aerosol at these stations. State-of-the-art instruments were brought to the station complementing the ongoing permanent GAW measurements, to allow a comprehensive description of the chemical species of anthropogenic and biogenic origin impacting the station and contributing to new particle formation. In this overview we first provide an assessment of the complex meteorology, airmass origin, and boundary layer–free troposphere interactions during the campaign using a 6-month high-resolution Weather Research and Forecasting (WRF) simulation coupled with Flexible Particle dispersion model (FLEXPART). We then show some of the research highlights from the campaign, including (i) chemical transformation processes of anthropogenic pollution while the air masses are transported to the CHC station from the metropolitan area of La Paz–El Alto, (ii) volcanic emissions as an important source of atmospheric sulfur compounds in the region, (iii) the characterization of the compounds involved in new particle formation, and (iv) the identification of long-range-transported compounds from the Pacific or the Amazon basin. We conclude the article with a presentation of future research foci. The SALTENA dataset highlights the importance of comprehensive observations in strategic high-altitude locations, especially the undersampled Southern Hemisphere.

© 2022 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding authors: Federico Bianchi, federico.bianchi@helsinki.fi; Claudia Mohr, claudia.mohr@aces.su.se
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  • Aliaga, D. , and Coauthors, 2021: Identifying source regions of air masses sampled at the tropical high-altitude site of Chacaltaya using WRF-FLEXPART and cluster analysis. Atmos. Chem, Phys., 21, 1645316477, https://doi.org/10.5194/acp-21-16453-2021.

    • Search Google Scholar
    • Export Citation
  • Andreae, M. O. , and Coauthors, 2018: Aerosol characteristics and particle production in the upper troposphere over the Amazon Basin. Atmos. Chem. Phys., 18, 921961, https://doi.org/10.5194/acp-18-921-2018.

    • Search Google Scholar
    • Export Citation
  • Andrews, E. , and Coauthors, 2011: Climatology of aerosol radiative properties in the free troposphere. Atmos. Res., 102, 365393, https://doi.org/10.1016/j.atmosres.2011.08.017.

    • Search Google Scholar
    • Export Citation
  • Artaxo, P. , and Coauthors, 2013: Atmospheric aerosols in Amazonia and land use change: From natural biogenic to biomass burning conditions. Faraday Discuss., 165, 203235, https://doi.org/10.1039/c3fd00052d.

    • Search Google Scholar
    • Export Citation
  • Bianchi, F. , and Coauthors, 2014: Insight into acid-base nucleation experiments by comparison of the chemical composition of positive, negative, and neutral clusters. Environ. Sci. Technol., 48, 1367513684, https://doi.org/10.1021/es502380b.

    • Search Google Scholar
    • Export Citation
  • Bianchi, F. , and Coauthors, 2016: New particle formation in the free troposphere: A question of chemistry and timing. Science, 352, 11091112, https://doi.org/10.1126/science.aad5456.

    • Search Google Scholar
    • Export Citation
  • Bianchi, F. , and Coauthors, 2021: Biogenic particles formed in the Himalaya as an important source of free tropospheric aerosols. Nat. Geosci., 14, 49, https://doi.org/10.1038/s41561-020-00661-5.

    • Search Google Scholar
    • Export Citation
  • Bonasoni, P. , and Coauthors, 2010: Atmospheric brown clouds in the Himalayas: First two years of continuous observations at the Nepal Climate Observatory-Pyramid (5079 m). Atmos. Chem. Phys., 10, 75157531, https://doi.org/10.5194/acp-10-7515-2010.

    • Search Google Scholar
    • Export Citation
  • Boucher, O. , and Coauthors, 2013: Clouds and aerosols. Climate Change 2013: The Physical Science Basis, T. F. Stocker et al., Eds., Cambridge University Press, 571658.

    • Search Google Scholar
    • Export Citation
  • Bourgeois, Q. , A. M. L. L. Ekman, and R. Krejci, 2015: Aerosol transport over the Andes from the Amazon Basin to the remote Pacific Ocean: A multiyear CALIOP assessment. J. Geophys. Res. Atmos., 120, 84118425, https://doi.org/10.1002/2015JD023254.

    • Search Google Scholar
    • Export Citation
  • Brioude, J. , and Coauthors, 2013: The Lagrangian particle dispersion model FLEXPART-WRF version 3.1. Geosci. Model Dev., 6, 18891904, https://doi.org/10.5194/gmd-6-1889-2013.

    • Search Google Scholar
    • Export Citation
  • Bukowiecki, N. , and Coauthors, 2016: A review of more than 20 years of aerosol observation at the high altitude research station Jungfraujoch, Switzerland (3580 m asl). Aerosol Air Qual. Res., 16, 764788, https://doi.org/10.4209/aaqr.2015.05.0305.

    • Search Google Scholar
    • Export Citation
  • Carvalho, L. M. V. , C. Jones, and B. Liebmann, 2004: The South Atlantic convergence zone: Intensity, form, persistence, and relationships with intraseasonal to interannual activity and extreme rainfall. J. Climate, 17, 88108, https://doi.org/10.1175/1520-0442(2004)017<0088:TSACZI>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Chauvigné, A. , and Coauthors, 2019: Biomass burning and urban emission impacts in the Andes Cordillera region based on in situ measurements from the Chacaltaya Observatory, Bolivia (5240 a.s.l.). Atmos. Chem. Phys., 19, 1480514824, https://doi.org/10.5194/acp-19-14805-2019.

    • Search Google Scholar
    • Export Citation
  • Coen, M. C. , and Coauthors, 2018: Identification of topographic features influencing aerosol observations at high altitude stations. Atmos. Chem. Phys., 18, 1228912313, https://doi.org/10.5194/acp-18-12289-2018.

    • Search Google Scholar
    • Export Citation
  • Cristofanelli, P. , and Coauthors, 2013: Influence of biomass burning and anthropogenic emissions on ozone, carbon monoxide and black carbon at the Mt. Cimone GAW-WMO global station (Italy, 2165 m a.s.l.). Atmos. Chem. Phys., 13, 1530, https://doi.org/10.5194/acp-13-15-2013.

    • Search Google Scholar
    • Export Citation
  • de Magalhães, N. , H. Evangelista, T. Condom, A. Rabatel, and P. Ginot, 2019: Amazonian biomass burning enhances tropical Andean glaciers melting. Sci. Rep., 9, 16914, https://doi.org/10.1038/s41598-019-53284-1.

    • Search Google Scholar
    • Export Citation
  • Deng, X. , J. Chen, L. A. Hansson, X. Zhao, and P. Xie, 2021: Eco-chemical mechanisms govern phytoplankton emissions of dimethylsulfide in global surface waters. Natl. Sci. Rev., 8, nwaa140, https://doi.org/10.1093/nsr/nwaa140.

    • Search Google Scholar
    • Export Citation
  • Deng, Y. , and Coauthors, 2018: Hygroscopicity of organic aerosols and their contributions to CCN concentrations over a midlatitude forest in Japan. J. Geophys. Res. Atmos., 123, 97039723, https://doi.org/10.1029/2017JD027292.

    • Search Google Scholar
    • Export Citation
  • Dunne, E. M. , and Coauthors, 2016: Global atmospheric particle formation from CERN CLOUD measurements. Science, 354, 11191124, https://doi.org/10.1126/science.aaf2649.

    • Search Google Scholar
    • Export Citation
  • Falvey, M. , and R. D. Garreaud, 2005: Moisture variability over the South American Altiplano during the South American low level jet experiment (SALLJEX) observing season. J. Geophys. Res., 110, D22105, https://doi.org/10.1029/2005JD006152.

    • Search Google Scholar
    • Export Citation
  • Fiebig-Wittmaack, M. , E. Schultz, A. M. Córdova, and C. Pizarro, 2006: A microscopic and chemical study of airborne coarse particles with particular reference to sea salt in Chile at 30°S. Atmos. Environ., 40, 34673478, https://doi.org/10.1016/j.atmosenv.2006.02.008.

    • Search Google Scholar
    • Export Citation
  • Gatari, M. J. , J. B. C. Pettersson, W. Kimani, and J. Boman, 2009: Inorganic and black carbon aerosol concentrations at a high altitude on Mt Kenya. X-Ray Spectrom., 38, 2636, https://doi.org/10.1002/xrs.1094.

    • Search Google Scholar
    • Export Citation
  • Gordon, H. , and Coauthors, 2016: Reduced anthropogenic aerosol radiative forcing caused by biogenic new particle formation. Proc. Natl. Acad. Sci. USA, 113, 1205312058, https://doi.org/10.1073/pnas.1602360113.

    • Search Google Scholar
    • Export Citation
  • Hamburger, T. , and Coauthors, 2013: Long-term in situ observations of biomass burning aerosol at a high altitude station in Venezuela – Sources, impacts and interannual variability. Atmos. Chem. Phys., 13, 98379853, https://doi.org/10.5194/acp-13-9837-2013.

    • Search Google Scholar
    • Export Citation
  • Henze, D. K. , J. H. Seinfeld, N. L. Ng, J. H. Kroll, T. M. Fu, D. J. Jacob, and C. L. Heald, 2008: Global modeling of secondary organic aerosol formation from aromatic hydrocarbons: High- vs. low-yield pathways. Atmos. Chem. Phys., 8, 24052420, https://doi.org/10.5194/acp-8-2405-2008.

    • Search Google Scholar
    • Export Citation
  • IPCC, 2013: Climate Change 2013: The Physical Science Basis. Cambridge University Press, 1535 pp., https://doi.org/10.1017/CBO9781107415324.

    • Search Google Scholar
    • Export Citation
  • Ji, Y. , and Coauthors, 2017: Reassessing the atmospheric oxidation mechanism of toluene. Proc. Natl. Acad. Sci. USA, 114, 81698174, https://doi.org/10.1073/pnas.1705463114.

    • Search Google Scholar
    • Export Citation
  • Kerminen, V. M. , X. Chen, V. Vakkari, T. Petäjä, M. Kulmala, and F. Bianchi, 2018: Atmospheric new particle formation and growth: Review of field observations. Environ. Res. Lett., 13, 103003, https://doi.org/10.1088/1748-9326/aadf3c.

    • Search Google Scholar
    • Export Citation
  • Kivekäs, N. , and Coauthors, 2009: Long term particle size distribution measurements at Mount Waliguan, a high-altitude site in inland China. Atmos. Chem. Phys., 9, 54615474, https://doi.org/10.5194/acp-9-5461-2009.

    • Search Google Scholar
    • Export Citation
  • Koenig, A. M. , and Coauthors, 2021: Seasonal patterns of atmospheric mercury in tropical South America as inferred by a continuous total gaseous mercury record at Chacaltaya station (5240 m) in Bolivia. Atmos. Chem, Phys .,21, 34473472, https://doi.org/10.5194/acp-21-3447-2021.

    • Search Google Scholar
    • Export Citation
  • Kulmala, M. , 2018: Build a global Earth observatory. Nature, 553, 2123, https://doi.org/10.1038/d41586-017-08967-y.

  • Laj, P. , and Coauthors, 2020: A global analysis of climate-relevant aerosol properties retrieved from the network of Global Atmosphere Watch (GAW) near-surface observatories. Atmos. Meas. Tech., 13, 43534392, https://doi.org/10.5194/amt-13-4353-2020.

    • Search Google Scholar
    • Export Citation
  • Lenters, J. D. , and K. H. Cook, 1997: On the origin of the Bolivian high and related circulation features of the South American climate. J. Atmos. Sci., 54, 656678, https://doi.org/10.1175/1520-0469(1997)054<0656:OTOOTB>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Li, C. , N. A. Krotkov, P. J. T. Leonard, S. Carn, J. Joiner, R. J. D. Spurr, and A. Vasilkov, 2020: Version 2 Ozone Monitoring Instrument SO2 product (OMSO2 V2): New anthropogenic SO2 vertical column density dataset. Atmos. Meas. Tech., 13, 61756191, https://doi.org/10.5194/amt-13-6175-2020.

    • Search Google Scholar
    • Export Citation
  • Mäkelä, J. M. , M. Riihelä, A. Ukkonen, V. Jokinen, and J. Keskinen, 1996: Comparison of mobility equivalent diameter with Kelvin-Thomson diameter using ion mobility data. J. Chem. Phys., 105, 15621571, https://doi.org/10.1063/1.472017.

    • Search Google Scholar
    • Export Citation
  • Merikanto, J. , D. V. Spracklen, G. W. Mann, S. J. Pickering, and K. S. Carslaw, 2009: Impact of nucleation on global CCN. Atmos. Chem. Phys., 9, 86018616, https://doi.org/10.5194/acp-9-8601-2009.

    • Search Google Scholar
    • Export Citation
  • Mohr, C. , and Coauthors, 2019: Molecular identification of organic vapors driving atmospheric nanoparticle growth. Nat. Commun., 10, 4442, https://doi.org/10.1038/s41467-019-12473-2.

    • Search Google Scholar
    • Export Citation
  • Molteni, U. , F. Bianchi, F. Klein, I. El Haddad, C. Frege, M. J. Rossi, J. Dommen, and U. Baltensperger, 2018: Formation of highly oxygenated organic molecules from aromatic compounds. Atmos. Chem. Phys., 18, 19091921, https://doi.org/10.5194/acp-18-1909-2018.

    • Search Google Scholar
    • Export Citation
  • Ng, N. L. , M. R. Canagaratna, J. L. Jimenez, P. S. Chhabra, J. H. Seinfeld, and D. R. Worsnop, 2011: Changes in organic aerosol composition with aging inferred from aerosol mass spectra. Atmos. Chem. Phys., 11, 64656474, https://doi.org/10.5194/acp-11-6465-2011.

    • Search Google Scholar
    • Export Citation
  • Osada, K. , M. Kido, H. Iida, K. Matsunaga, Y. Iwasaka, M. Nagatani, and H. Nakada, 2003: Seasonal variation of free tropospheric aerosol particles at Mt. Tateyama, central Japan. J. Geophys. Res., 108, 8667, https://doi.org/10.1029/2003JD003544.

    • Search Google Scholar
    • Export Citation
  • Pedregosa, F. , and Coauthors, 2011: Scikit-Learn: Machine learning in Python. J. Mach. Learn. Res., 12, 28252830.

  • Perry, L. B. , and Coauthors, 2017: Characteristics of precipitating storms in glacierized tropical Andean cordilleras of Peru and Bolivia. Ann. Amer. Assoc. Geogr., 107, 309322, https://doi.org/10.1080/24694452.2016.1260439.

    • Search Google Scholar
    • Export Citation
  • Rayner, N. A. , D. E. Parker, E. B. Horton, C. K. Folland, L. V. Alexander, D. P. Rowell, E. C. Kent, and A. Kaplan, 2003: Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J. Geophys. Res., 108, 4407, https://doi.org/10.1029/2002JD002670.

    • Search Google Scholar
    • Export Citation
  • Reddington, C. L. , and Coauthors, 2017: The Global Aerosol Synthesis and Science Project (GASSP): Measurements and modeling to reduce uncertainty. Bull. Amer. Meteor. Soc., 98, 18571877, https://doi.org/10.1175/BAMS-D-15-00317.1.

    • Search Google Scholar
    • Export Citation
  • Rodríguez, S. , Y. González, E. Cuevas, R. Ramos, P. M. Romero, J. Abreu-Afonso, and A. Redondas, 2009: Atmospheric nanoparticle observations in the low free troposphere during upward orographic flows at Izaña Mountain Observatory. Atmos. Chem. Phys., 9, 63196335, https://doi.org/10.5194/acp-9-6319-2009.

    • Search Google Scholar
    • Export Citation
  • Rose, C. , and Coauthors, 2015: Frequent nucleation events at the high altitude station of Chacaltaya (5240 m a.s.l.), Bolivia. Atmos. Environ., 102, 1829, https://doi.org/10.1016/j.atmosenv.2014.11.015.

    • Search Google Scholar
    • Export Citation
  • Rose, C. , and Coauthors, 2017: CCN production by new particle formation in the free troposphere. Atmos. Chem. Phys., 17, 15291541, https://doi.org/10.5194/acp-17-1529-2017.

    • Search Google Scholar
    • Export Citation
  • Schmeissner, T. , and Coauthors, 2011: Analysis of number size distributions of tropical free tropospheric aerosol particles observed at Pico Espejo (4765 m a.s.l.), Venezuela. Atmos. Chem. Phys., 11, 33193332, https://doi.org/10.5194/acp-11-3319-2011.

    • Search Google Scholar
    • Export Citation
  • Shank, L. M. , and Coauthors, 2012: Organic matter and non-refractory aerosol over the remote Southeast Pacific: Oceanic and combustion sources. Atmos. Chem. Phys., 12, 557576, https://doi.org/10.5194/acp-12-557-2012.

    • Search Google Scholar
    • Export Citation
  • Skamarock, W. C. , and J. B. Klemp, 2008: A time-split nonhydrostatic atmospheric model for weather research and forecasting applications. J. Comput. Phys., 227, 34653485, https://doi.org/10.1016/j.jcp.2007.01.037.

    • Search Google Scholar
    • Export Citation
  • Steiner, G. , T. Jokinen, H. Junninen, M. Sipilä, T. Petäjä, D. Worsnop, G. P. Reischl, and M. Kulmala, 2014: High-resolution mobility and mass spectrometry of negative ions produced in a 241Am aerosol charger. Aerosol Sci. Technol., 48, 261270, https://doi.org/10.1080/02786826.2013.870327.

    • Search Google Scholar
    • Export Citation
  • Vuille, M. , and Coauthors, 2018: Rapid decline of snow and ice in the tropical Andes – Impacts, uncertainties and challenges ahead. Earth-Sci. Rev., 176, 195213, https://doi.org/10.1016/j.earscirev.2017.09.019.

    • Search Google Scholar
    • Export Citation
  • Wiedensohler, A. , and Coauthors, 2018: Black carbon emission and transport mechanisms to the free troposphere at the La Paz/El Alto (Bolivia) metropolitan area based on the Day of Census (2012). Atmos. Environ., 194, 158169, https://doi.org/10.1016/j.atmosenv.2018.09.032.

    • Search Google Scholar
    • Export Citation
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