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Kaushik A, Gupta P, Kumar A, Saha M, Varghese E, Shukla G, Suresh K, Gunthe SS. Identification and physico-chemical characterization of microplastics in marine aerosols over the northeast Arabian Sea. Sci Total Environ 2024; 912:168705. [PMID: 38000750 DOI: 10.1016/j.scitotenv.2023.168705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 11/26/2023]
Abstract
Microplastics (MPs) in the atmosphere can undergo long-range transport from emission regions to pristine terrestrial and oceanic ecosystems. Due to their inherent toxic and hazardous characteristics, MPs pose serious risks to both human well-being and the equilibrium of ecosystem. The present study outlines the comprehensive characterization, spanning physical and chemical attributes of MPs associated with atmospheric aerosols. Total suspended particulates (TSPs) were collected on a quartz fibre filter by operating a high-volume sampler for 24 h during distinct years (March, 2016 and November, 2020) at a coastal location in the northeast Arabian Sea. Subsequent to the sampling, a series of techniques were applied including density separation. The assessment and scrutiny of the MPs was carried out using stereo-zoom microscopy with supplementary validation using advanced fluorescence microscopy for enhanced precision in identification. Our comparative assessment suggests peroxide treatment followed by density separation could be a robust procedure for the definitive identification and characterization of MPs in the atmosphere. Average total abundance of MPs was found to be 1.30 ± 0.14 n/m3 in 2016 and 1.46 ± 0.12 n/m3 in 2020 with fibres, fragments and films having similar relative contributions (41 %, 31 %, 28 % in 2016 and 40 %, 35 %, 25 % in 2020). Fibres were found to be dominant morphotype followed by fragments and films over the coastal region of the Arabian Sea. In order to unravel the detailed chemical nature of these MPs, spectral analysis using μ-FTIR was carried out. The outcome of the analysis showed prevailing polymers as polyvinyl chloride and polymethyl methacrylate (50545 %) as dominant polymers followed by polyester (15 %), styrene butyl methacrylate (11 %), and polyacetal (9 %). MPs present in the vicinity of the Arabian Sea have potential to supply nutrients and toxicants, consequently can contribute to the modulation of the surface water biogeochemical processes.
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Affiliation(s)
- Ankush Kaushik
- CSIR-National Institute of Oceanography, Dona Paula 403004, Goa, India
| | - Priyansha Gupta
- CSIR-National Institute of Oceanography, Dona Paula 403004, Goa, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Ashwini Kumar
- CSIR-National Institute of Oceanography, Dona Paula 403004, Goa, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.
| | - Mahua Saha
- CSIR-National Institute of Oceanography, Dona Paula 403004, Goa, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Emil Varghese
- Environmental Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai 600036, Tamil Nadu, India; Centre for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai 600036, Tamil Nadu, India
| | - Garima Shukla
- CSIR-National Institute of Oceanography, Dona Paula 403004, Goa, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - K Suresh
- CSIR-National Institute of Oceanography, Dona Paula 403004, Goa, India; Physical Research Laboratory, Navrangpura, Ahmedabad 380 009, India
| | - Sachin S Gunthe
- Environmental Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai 600036, Tamil Nadu, India; Centre for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai 600036, Tamil Nadu, India
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Pöhlker ML, Pöhlker C, Quaas J, Mülmenstädt J, Pozzer A, Andreae MO, Artaxo P, Block K, Coe H, Ervens B, Gallimore P, Gaston CJ, Gunthe SS, Henning S, Herrmann H, Krüger OO, McFiggans G, Poulain L, Raj SS, Reyes-Villegas E, Royer HM, Walter D, Wang Y, Pöschl U. Global organic and inorganic aerosol hygroscopicity and its effect on radiative forcing. Nat Commun 2023; 14:6139. [PMID: 37783680 PMCID: PMC10545666 DOI: 10.1038/s41467-023-41695-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 09/11/2023] [Indexed: 10/04/2023] Open
Abstract
The climate effects of atmospheric aerosol particles serving as cloud condensation nuclei (CCN) depend on chemical composition and hygroscopicity, which are highly variable on spatial and temporal scales. Here we present global CCN measurements, covering diverse environments from pristine to highly polluted conditions. We show that the effective aerosol hygroscopicity, κ, can be derived accurately from the fine aerosol mass fractions of organic particulate matter (ϵorg) and inorganic ions (ϵinorg) through a linear combination, κ = ϵorg ⋅ κorg + ϵinorg ⋅ κinorg. In spite of the chemical complexity of organic matter, its hygroscopicity is well captured and represented by a global average value of κorg = 0.12 ± 0.02 with κinorg = 0.63 ± 0.01 as the corresponding value for inorganic ions. By showing that the sensitivity of global climate forcing to changes in κorg and κinorg is small, we constrain a critically important aspect of global climate modelling.
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Affiliation(s)
- Mira L Pöhlker
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany.
- Faculty of Physics and Earth Sciences, Leipzig Institute for Meteorology, Leipzig University, 04103, Leipzig, Germany.
- Atmospheric Microphysics Department, Leibniz Institute for Tropospheric Research, 04318, Leipzig, Germany.
| | - Christopher Pöhlker
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany
| | - Johannes Quaas
- Faculty of Physics and Earth Sciences, Leipzig Institute for Meteorology, Leipzig University, 04103, Leipzig, Germany
| | - Johannes Mülmenstädt
- Faculty of Physics and Earth Sciences, Leipzig Institute for Meteorology, Leipzig University, 04103, Leipzig, Germany
- Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Andrea Pozzer
- Atmospheric Chemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany
- Climate and Atmosphere Research Center, The Cyprus Institute, 2121, Nicosia, Cyprus
| | - Meinrat O Andreae
- Biogeochemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, 92037, USA
| | - Paulo Artaxo
- Instituto de Física, Universidade de São Paulo, São Paulo, Brazil
| | - Karoline Block
- Faculty of Physics and Earth Sciences, Leipzig Institute for Meteorology, Leipzig University, 04103, Leipzig, Germany
| | - Hugh Coe
- Department of Earth and Environmental Sciences, School of Natural Sciences, University of Manchester, Manchester, UK
| | - Barbara Ervens
- Université Clermont Auvergne, CNRS, Institut de Chimie de Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Peter Gallimore
- Department of Earth and Environmental Sciences, School of Natural Sciences, University of Manchester, Manchester, UK
| | - Cassandra J Gaston
- Department of Atmospheric Sciences, Rosenstiel School of Marine and Atmospheric Science, University of Miami, Miami, FL, 33149-1031, USA
| | - Sachin S Gunthe
- Environmental Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India
- Center for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai, India
| | - Silvia Henning
- Atmospheric Microphysics Department, Leibniz Institute for Tropospheric Research, 04318, Leipzig, Germany
| | - Hartmut Herrmann
- Atmospheric Chemistry Department, Leibniz-Institute for Tropospheric Research, 04318, Leipzig, Germany
| | - Ovid O Krüger
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany
| | - Gordon McFiggans
- Department of Earth and Environmental Sciences, School of Natural Sciences, University of Manchester, Manchester, UK
| | - Laurent Poulain
- Atmospheric Chemistry Department, Leibniz-Institute for Tropospheric Research, 04318, Leipzig, Germany
| | - Subha S Raj
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany
- Environmental Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India
| | - Ernesto Reyes-Villegas
- Department of Earth and Environmental Sciences, School of Natural Sciences, University of Manchester, Manchester, UK
- School of Engineering and Sciences, Tecnologico de Monterrey, Guadalajara, 45201, Mexico
| | - Haley M Royer
- Department of Atmospheric Sciences, Rosenstiel School of Marine and Atmospheric Science, University of Miami, Miami, FL, 33149-1031, USA
| | - David Walter
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany
- Climate Geochemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany
| | - Yuan Wang
- Atmospheric Microphysics Department, Leibniz Institute for Tropospheric Research, 04318, Leipzig, Germany
- Collaborative Innovation Center for Western Ecological Safety, Lanzhou University, 730000, Lanzhou, China
| | - Ulrich Pöschl
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, 55128, Mainz, Germany
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Vaishya A, Raj SS, Singh A, Sivakumar S, Ojha N, Sharma SK, Ravikrishna R, Gunthe SS. Black carbon over tropical Indian coast during the COVID-19 lockdown: inconspicuous role of coastal meteorology. Environ Sci Pollut Res Int 2023; 30:44773-44781. [PMID: 36701057 PMCID: PMC9878492 DOI: 10.1007/s11356-023-25370-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 01/13/2023] [Indexed: 06/17/2023]
Abstract
Black carbon (BC) aerosols critically impact the climate and hydrological cycle. The impact of anthropogenic emissions and coastal meteorology on BC dynamics, however, remains unclear over tropical India, a globally identified hotspot. In this regard, we have performed in situ measurements of BC over a megacity (Chennai, 12° 59' 26.5″ N, 80° 13' 51.8″ E) on the eastern coast of India during January-June 2020, comprising the period of COVID-19-induced strict lockdown. Our measurements revealed an unprecedented reduction in BC concentration by an order of magnitude as reported by other studies for various other pollutants. This was despite having stronger precipitation during pre-lockdown and lesser precipitation washout during the lockdown. Our analyses, taking mesoscale dynamics into account, unravels stronger BC depletion in the continental air than marine air. Additionally, the BC source regime also shifted from a fossil-fuel dominance to a biomass burning dominance as a result of lockdown, indicating relative reduction in fossil fuel combustion. Considering the rarity of such a low concentration of BC in a tropical megacity environment, our observations and findings under near-natural or background levels of BC may be invaluable to validate model simulations dealing with BC dynamics and its climatic impacts in the Anthropocene.
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Affiliation(s)
- Aditya Vaishya
- School of Arts and Sciences, Ahmedabad University, Ahmedabad, India
- Global Centre for Environment and Energy, Ahmedabad University, Ahmedabad, India
| | - Subha S Raj
- Environmental Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India
| | - Aishwarya Singh
- Environmental Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India
- Center for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai, India
| | - Swetha Sivakumar
- Environmental Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India
| | - Narendra Ojha
- Physical Research Laboratory, Space and Atmospheric Sciences Division, Ahmedabad, India
| | - Som Kumar Sharma
- Physical Research Laboratory, Space and Atmospheric Sciences Division, Ahmedabad, India
| | - Raghunathan Ravikrishna
- Center for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai, India
- Department of Chemical Engineering, Indian Institute of Technology Madras, Chennai, India
| | - Sachin S Gunthe
- Environmental Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India.
- Center for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai, India.
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4
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Gunthe SS, Gettu R. A new index for assessing faculty research performance in higher educational institutions of emerging economies such as India. Scientometrics 2022. [DOI: 10.1007/s11192-022-04460-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Chen Y, Wang Y, Nenes A, Wild O, Song S, Hu D, Liu D, He J, Hildebrandt Ruiz L, Apte JS, Gunthe SS, Liu P. Ammonium Chloride Associated Aerosol Liquid Water Enhances Haze in Delhi, India. Environ Sci Technol 2022; 56:7163-7173. [PMID: 35483018 PMCID: PMC9178790 DOI: 10.1021/acs.est.2c00650] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
The interaction between water vapor and atmospheric aerosol leads to enhancement in aerosol water content, which facilitates haze development, but its concentrations, sources, and impacts remain largely unknown in polluted urban environments. Here, we show that the Indian capital, Delhi, which tops the list of polluted capital cities, also experiences the highest aerosol water yet reported worldwide. This high aerosol water promotes secondary formation of aerosols and worsens air pollution. We report that severe pollution events are commonly associated with high aerosol water which enhances light scattering and reduces visibility by 70%. Strong light scattering also suppresses the boundary layer height on winter mornings in Delhi, inhibiting dispersal of pollutants and further exacerbating morning pollution peaks. We provide evidence that ammonium chloride is the largest contributor to aerosol water in Delhi, making up 40% on average, and we highlight that regulation of chlorine-containing precursors should be considered in mitigation strategies.
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Affiliation(s)
- Ying Chen
- Lancaster
Environment Centre, Lancaster University, Lancaster LA1 4YQ, U.K.
- College
of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter EX4 4QE, U.K.
- Laboratory
of Atmospheric Chemistry, Paul Scherrer
Institut (PSI), Villigen 5232, Switzerland
- (Y.C.)
| | - Yu Wang
- Institute
for Atmospheric and Climate Science, ETH
Zurich, Zurich 8006, Switzerland
| | - Athanasios Nenes
- School
of Architecture, Civil & Environmental Engineering, École Polytechnique Fédérale
de Lausanne, Lausanne 1015, Switzerland
- Center for
the Studies of Air Quality and Climate Change, Institute of Chemical
Engineering Sciences, Foundation for Research
and Technology Hellas, Patras 26504, Greece
| | - Oliver Wild
- Lancaster
Environment Centre, Lancaster University, Lancaster LA1 4YQ, U.K.
| | - Shaojie Song
- John
A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02134, United States
- College
of Environmental Science and Engineering, Nankai University, Tianjin 300071, China
| | - Dawei Hu
- Centre
for Atmospheric Sciences, Department of Earth, Atmospheric and Environmental
Sciences, University of Manchester, Manchester M13 9PS, U.K.
| | - Dantong Liu
- Department
of Atmospheric Sciences, School of Earth Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
| | - Jianjun He
- State
Key Laboratory of Severe Weather & Key Laboratory of Atmospheric
Chemistry of CMA, Chinese Academy of Meteorological
Sciences, Beijing 100081, China
| | - Lea Hildebrandt Ruiz
- McKetta
Department of Chemical Engineering, The
University of Texas at Austin, Austin, Texas 78712, United States
| | - Joshua S. Apte
- Department
of Civil and Environmental Engineering, UC Berkeley, Berkeley, California 94720, United States
| | - Sachin S. Gunthe
- EWRE
Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai 600036, India
- Laboratory
for Atmospheric and Climate Sciences, Indian
Institute of Technology Madras, Chennai 600036, India
- (S.S.G.)
| | - Pengfei Liu
- School
of Earth and Atmospheric Sciences, Georgia
Institute of Technology, Atlanta, Georgia 30318, United States
- (P.L.)
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Zhang B, Shen H, Yun X, Zhong Q, Henderson BH, Wang X, Shi L, Gunthe SS, Huey LG, Tao S, Russell AG, Liu P. Global Emissions of Hydrogen Chloride and Particulate Chloride from Continental Sources. Environ Sci Technol 2022; 56:3894-3904. [PMID: 35319880 PMCID: PMC10558010 DOI: 10.1021/acs.est.1c05634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Gaseous and particulate chlorine species play an important role in modulating tropospheric oxidation capacity, aerosol water uptake, visibility degradation, and human health. The lack of recent global continental chlorine emissions has hindered modeling studies of the role of chlorine in the atmosphere. Here, we develop a comprehensive global emission inventory of gaseous HCl and particulate Cl- (pCl), including 35 sources categorized in six source sectors based on published up-to-date activity data and emission factors. These emissions are gridded at a spatial resolution of 0.1° × 0.1° for the years 1960 to 2014. The estimated emissions of HCl and pCl in 2014 are 2354 (1661-3201) and 2321 (930-3264) Gg Cl a-1, respectively. Emissions of HCl are mostly from open waste burning (38%), open biomass burning (19%), energy (19%), and residential (13%) sectors, and the major sources classified by fuel type are combustion of waste (43%), biomass (32%), and coal (25%). Emissions of pCl are mostly from biofuel (29%) and open biomass burning processes (44%). The sectoral and spatial distributions of HCl and pCl emissions are very heterogeneous along the study period, and the temporal trends are mainly driven by the changes in emission factors, energy intensity, economy, and population.
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Affiliation(s)
- Bingqing Zhang
- School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, Georgia 30332, USA
| | - Huizhong Shen
- School of Environmental science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Xiao Yun
- College of Urban and Environmental Sciences, Laboratory for Earth Surface Processes, Sino-French Institute for Earth System Science, Peking University, Beijing 100871, China
| | - Qirui Zhong
- Department of Earth Science, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, the Netherlands
| | - Barron H. Henderson
- United States Environmental Protection Agency, Research Triangle Park, Durham, North Carolina 27709, USA
| | - Xuan Wang
- School of Energy and Environment, City University of Hong Kong, Hong Kong SAR, China
| | - Liuhua Shi
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, USA
| | - Sachin S. Gunthe
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, Tamil Nadu 600036, India
- Laboratory for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai, Tamil Nadu 600036, India
| | - Lewis Gregory Huey
- School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, Georgia 30332, USA
| | - Shu Tao
- School of Environmental science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
- College of Urban and Environmental Sciences, Laboratory for Earth Surface Processes, Sino-French Institute for Earth System Science, Peking University, Beijing 100871, China
| | - Armistead G. Russell
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, USA
| | - Pengfei Liu
- School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, Georgia 30332, USA
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Ojha N, Soni M, Kumar M, Gunthe SS, Chen Y, Ansari TU. Mechanisms and Pathways for Coordinated Control of Fine Particulate Matter and Ozone. Curr Pollut Rep 2022; 8:594-604. [PMID: 35991936 PMCID: PMC9376561 DOI: 10.1007/s40726-022-00229-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/25/2022] [Indexed: 05/11/2023]
Abstract
PURPOSE OF REVIEW Fine particulate matter (PM2.5) and ground-level ozone (O3) pose a significant risk to human health. The World Health Organization (WHO) has recently revised healthy thresholds for both pollutants. The formation and evolution of PM2.5 and O3 are however governed by complex physical and multiphase chemical processes, and therefore, it is extremely challenging to mitigate both pollutants simultaneously. Here, we review mechanisms and discuss the science-informed pathways for effective and simultaneous mitigation of PM2.5 and O3. RECENT FINDINGS Global warming has led to a general increase in biogenic emissions, which can enhance the formation of O3 and secondary organic aerosols. Reductions in anthropogenic emissions during the COVID-19 lockdown reduced PM2.5; however, O3 was enhanced in several polluted regions. This was attributed to more intense sunlight due to low aerosol loading and non-linear response of O3 to NO x . Such contrasting physical and chemical interactions hinder the formulation of a clear roadmap for clean air over such regions. SUMMARY Atmospheric chemistry including the role of biogenic emissions, aerosol-radiation interactions, boundary layer, and regional-scale transport are the key aspects that need to be carefully considered in the formulation of mitigation pathways. Therefore, a thorough understanding of the chemical effects of the emission reductions, changes in photolytic rates and boundary layer due to perturbation of solar radiation, and the effect of meteorological/seasonal changes are needed on a regional basis. Statistical emulators and machine learning approaches can aid the cumbersome process of multi-sector multi-species source attribution.
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Affiliation(s)
| | - Meghna Soni
- Physical Research Laboratory, Ahmedabad, India
- Indian Institute of Technology, Gandhinagar, Gujarat, India
| | - Manish Kumar
- Department of Environmental Science, Stockholm University, Stockholm, Sweden
| | - Sachin S. Gunthe
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India
- Laboratory for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai, India
| | - Ying Chen
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institut (PSI), Villigen, Switzerland
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Ojha N, Girach I, Sharma K, Sharma A, Singh N, Gunthe SS. Exploring the potential of machine learning for simulations of urban ozone variability. Sci Rep 2021; 11:22513. [PMID: 34795336 PMCID: PMC8602617 DOI: 10.1038/s41598-021-01824-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 11/01/2021] [Indexed: 11/17/2022] Open
Abstract
Machine learning (ML) has emerged as a powerful technique in the Earth system science, nevertheless, its potential to model complex atmospheric chemistry remains largely unexplored. Here, we applied ML to simulate the variability in urban ozone (O3) over Doon valley of the Himalaya. The ML model, trained with past variations in O3 and meteorological conditions, successfully reproduced the independent O3 data (r2 ~ 0.7). Model performance is found to be similar when the variation in major precursors (CO and NOx) were included in the model, instead of the meteorology. Further the inclusion of both precursors and meteorology improved the performance significantly (r2 = 0.86) and the model could also capture the outliers, which are crucial for air quality assessments. We suggest that in absence of high-resolution measurements, ML modeling has profound implications for unraveling the feedback between pollution and meteorology in the fragile Himalayan ecosystem.
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Affiliation(s)
| | - Imran Girach
- Space Physics Laboratory, Vikram Sarabhai Space Centre, Thiruvananthapuram, India.
| | - Kiran Sharma
- Graphic Era (Deemed to be University), Dehradun, India
| | - Amit Sharma
- Department of Civil and Infrastructure Engineering, Indian Institute of Technology Jodhpur, Jodhpur, India
| | - Narendra Singh
- Aryabhatta Research Institute of Observational Sciences, Nainital, India
| | - Sachin S Gunthe
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India.,Laboratory for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai, India
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Panda U, Boopathy R, Gadhavi HS, Renuka K, Gunthe SS, Das T. Metals in coarse ambient aerosol as markers for source apportionment and their health risk assessment over an eastern coastal urban atmosphere in India. Environ Monit Assess 2021; 193:311. [PMID: 33914177 DOI: 10.1007/s10661-021-09057-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 04/05/2021] [Indexed: 06/12/2023]
Abstract
Ambient PM10 (particulate matter with aerodynamic diameter ≤ 10 µm) samples were collected and characterized from July 2012 to August 2013 with the objective to evaluate the variation in elemental concentration and use the same as markers for source apportionment and health risk assessment for the first time over Bhubaneswar, India. The yearly average mass of PM10 was 82.28 µg/m3, which was ~ 37% higher than the national ambient air quality (NAAQ) standards. Maximum PM10 concentration was observed during winter season followed by post-monsoon, pre-monsoon, and monsoon months. Acid soluble components in the PM10 samples were analyzed using ICP-OES (inductive coupled plasma optical emission spectroscopy), and 19 different elements including heavy metals were determined. Enrichment factor analysis attributed the source to either crustal or non-crustal origin. Principal component analysis (PCA) revealed that crustal sources, industrial activities, and vehicular emissions were significant contributors to PM mass. The contribution of total average elemental concentration showed a seasonal variation with the lowest (11.96 µg/m3) and highest (17.77 µg/m3) during monsoon and winter, respectively, which is relatively less significant than the variation in total PM10 mass that ranged between 48.43 µg/m3 in monsoon and 138.24 µg/m3 during the winter season. This observation evidences the predominant contribution of local/regional emission sources to the metallic components in coarse PM10 mass, which is corroborated by the wind pattern studies carried out using polar plots and a Lagrangian Particle Dispersion Model (LPDM) FLEXPART. Further, carcinogenic and non-carcinogenic health risk assessments of the measured elements that find their way into the human body through different exposure pathways have been calculated using United State Environmental Protection Agency (USEPA) standards. The carcinogenic risk of most of the elements was insignificant. The potential risk assessment study revealed that regular exposure to heavy metals through the ingestion pathway caused detrimental health effects. These effects were observed to be more severe in children in comparison to adults.
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Affiliation(s)
- Upasana Panda
- Environment and Sustainability Department, CSIR-Institute of Minerals and Materials Technology, Bhubaneswar, 751013, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - R Boopathy
- Environment and Sustainability Department, CSIR-Institute of Minerals and Materials Technology, Bhubaneswar, 751013, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - H S Gadhavi
- Space and Atmospheric Science Division, Physical Research laboratory (PRL), Ahmadabad, Gujarat, India
| | - K Renuka
- Space and Atmospheric Science Division, Physical Research laboratory (PRL), Ahmadabad, Gujarat, India
| | - Sachin S Gunthe
- EWRE Division, Dept. of Civil Engineering, Indian Institute of Technology Madras, Chennai-36, Tamil Nadu, India
- Laboratory for Atmospheric and Climate Sciences, Indian Institute of Technology Madras, Chennai-36, Tamil Nadu, India
| | - Trupti Das
- Environment and Sustainability Department, CSIR-Institute of Minerals and Materials Technology, Bhubaneswar, 751013, India.
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.
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Krishnamoorthy S, Swain B, Verma RS, Gunthe SS. SARS-CoV, MERS-CoV, and 2019-nCoV viruses: an overview of origin, evolution, and genetic variations. Virusdisease 2020; 31:411-423. [PMID: 33102628 PMCID: PMC7567416 DOI: 10.1007/s13337-020-00632-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Accepted: 09/24/2020] [Indexed: 02/06/2023] Open
Abstract
Coronaviruses are single stranded RNA viruses usually present in bats (reservoir hosts), and are generally lethal, highly transmissible, and pathogenic viruses causing sever morbidity and mortality rates in human. Several animals including civets, camels, etc. have been identified as intermediate hosts enabling effective recombination of these viruses to emerge as new virulent and pathogenic strains. Among the seven known human coronaviruses SARS-CoV, MERS-CoV, and SARS-CoV-2 (2019-nCoV) have evolved as severe pathogenic forms infecting the human respiratory tract. About 8096 cases and 774 deaths were reported worldwide with the SARS-CoV infection during year 2002; 2229 cases and 791 deaths were reported for the MERS-CoV that emerged during 2012. Recently ~ 33,849,737 cases and 1,012,742 deaths (data as on 30 Sep 2020) were reported from the recent evolver SARS-CoV-2 infection. Studies on epidemiology and pathogenicity have shown that the viral spread was potentially caused by the contact route especially through the droplets, aerosols, and contaminated fomites. Genomic studies have confirmed the role of the viral spike protein in virulence and pathogenicity. They target the respiratory tract of the human causing severe progressive pneumonia affecting other organs like central nervous system in case of SARS-CoV, severe renal failure in MERS-CoV, and multi-organ failure in SARS-CoV-2. Herein, with respect to current awareness and role of coronaviruses in global public health, we review the various factors involving the origin, evolution, and transmission including the genetic variations observed, epidemiology, and pathogenicity of the three potential coronaviruses variants SARS-CoV, MERS-CoV, and 2019-nCoV.
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Affiliation(s)
- Sarayu Krishnamoorthy
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036 India
| | - Basudev Swain
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036 India
| | - R. S. Verma
- Bhupat and Jyoti Mehta School of Biosciences, Department of Biotechnology, Indian Institute of Technology Madras, Chennai, 600 036 India
| | - Sachin S. Gunthe
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036 India
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Krishnamoorthy S, Muthalagu A, Priyamvada H, Akkal S, Valsan AE, Raghunathan R, Kanawade VP, Gunthe SS. On distinguishing the natural and human-induced sources of airborne pathogenic viable bioaerosols: characteristic assessment using advanced molecular analysis. SN Appl Sci 2020. [DOI: 10.1007/s42452-020-2965-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2022] Open
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Gunthe SS, Patra SS. Impact of international travel dynamics on domestic spread of 2019-nCoV in India: origin-based risk assessment in importation of infected travelers. Global Health 2020; 16:45. [PMID: 32398137 PMCID: PMC7216130 DOI: 10.1186/s12992-020-00575-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 05/01/2020] [Indexed: 01/17/2023] Open
Abstract
The recent pandemic caused by the 2019 outbreak of novel coronavirus (2019-nCoV or COVID-19) has affected more than 3.0 million people resulting ~ 212,000 deaths across 215 countries/territories as on 28th April 2020. The importation of the cases owing to enormous international travels from the affected countries is the foremost reason for local cycle of transmission. For a country like India, the second most populous country in the world with ~ 1.35 billion population, the management and control of 2019-nCoV domestic spread heavily relied on effective screening and strict quarantine of passengers arriving at various international airports in India from affected countries. Here, by extracting the data from FLIRT, an online airline database for more than 800 airlines, and scanning more than 180,000 flights and 39.9 million corresponding passenger seats during 4th – 25th March, we show that India experienced the highest risk index of importing the passengers from middle eastern airports. Contrary to perception, travelers from China imposed lowest risk of importing the infected cases in India. This is clearly evident form the fact that while the number of infected cases were on the peak in China India was one of the least affected countries. The number of cases in India started exhibiting a sharp increase in the infected cases only after the European countries and USA recorded large number of infected cases. We further argue that while the number of cases in middle eastern countries may still be very low, the airports in middle eastern countries, particularly Dubai, being one of the largest transit hubs for international passengers, including arriving in India, might have posed a higher risk of getting infected with 2019-nCoV. We suggest that any future travel related disease infection screening at the airports should critically assess the passengers from major transit hubs in addition to affected country of origin.
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Affiliation(s)
- Sachin S Gunthe
- EWRE Division, Dept. of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036, India.
| | - Satya S Patra
- Transportation Engineering Division, Dept. of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036, India
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Shika S, Gadhavi H, Suman MNS, Ravikrishna R, Gunthe SS. Atmospheric aerosol properties at a semi-rural location in southern India: particle size distributions and implications for cloud droplet formation. SN Appl Sci 2020. [DOI: 10.1007/s42452-020-2804-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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Gunthe SS, Swain B, Patra SS, Amte A. On the global trends and spread of the COVID-19 outbreak: preliminary assessment of the potential relation between location-specific temperature and UV index. Z Gesundh Wiss 2020; 30:219-228. [PMID: 32337151 PMCID: PMC7180684 DOI: 10.1007/s10389-020-01279-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 04/01/2020] [Indexed: 12/20/2022]
Abstract
The novel coronavirus, since its first outbreak in December, has, up till now, affected approximately 114,542 people across 115 countries. Many international agencies are devoting efforts to enhance the understanding of the evolving COVID-19 outbreak on an international level, its influences, and preparedness. At present, COVID-19 appears to affect individuals through person-to-person means, like other commonly found cold or influenza viruses. It is widely known and acknowledged that viruses causing influenza peak during cold temperatures and gradually subside in the warmer temperature, owing to their seasonality. Thus, COVID-19, due to its regular flu-like symptoms, is also expected to show similar seasonality and subside as the global temperatures rise in the northern hemisphere with the onset of spring. Despite these speculations, however, the systematic analysis in the global perspective of the relation between COVID-19 spread and meteorological parameters is unavailable. Here, by analyzing the region- and city-specific affected global data and corresponding meteorological parameters, we show that there is an optimum range of temperature and UV index strongly affecting the spread and survival of the virus, whereas precipitation, relative humidity, cloud cover, etc. have no effect on the virus. Unavailability of pharmaceutical interventions would require greater preparedness and alert for the effective control of COVID-19. Under these conditions, the information provided here could be very helpful for the global community struggling to fight this global crisis. It is, however, important to note that the information presented here clearly lacks any physiological evidences, which may merit further investigation. Thus, any attempt for management, implementation, and evaluation strategies responding to the crisis arising due to the COVID-19 outbreak must not consider the evaluation presented here as the foremost factor.
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Affiliation(s)
- Sachin S Gunthe
- 1EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036 India
| | - Basudev Swain
- 1EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036 India
| | - Satya S Patra
- 2Transportation Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036 India
| | - Aneesh Amte
- Aasha Endoscopy Center, Vasant Prestige, 5 Bunglow, Shahupuri, Kolhapur, 416001 India
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Ojha N, Sharma A, Kumar M, Girach I, Ansari TU, Sharma SK, Singh N, Pozzer A, Gunthe SS. On the widespread enhancement in fine particulate matter across the Indo-Gangetic Plain towards winter. Sci Rep 2020; 10:5862. [PMID: 32246046 PMCID: PMC7125076 DOI: 10.1038/s41598-020-62710-8] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 03/09/2020] [Indexed: 11/20/2022] Open
Abstract
Fine particulate matter (PM2.5, aerodynamic diameter ≤2.5 µm) impacts the climate, reduces visibility and severely influences human health. The Indo-Gangetic Plain (IGP), home to about one-seventh of the world's total population and a hotspot of aerosol loading, observes strong enhancements in the PM2.5 concentrations towards winter. We performed high-resolution (12 km × 12 km) atmospheric chemical transport modeling (WRF-Chem) for the post-monsoon to winter transition to unravel the underlying dynamics and influences of regional emissions over the region. Model, capturing the observed variations to an extent, reveals that the spatial distribution of PM2.5 having patches of enhanced concentrations (≥100 µgm-3) during post-monsoon, evolves dramatically into a widespread enhancement across the IGP region during winter. A sensitivity simulation, supported by satellite observations of fires, shows that biomass-burning emissions over the northwest IGP play a crucial role during post-monsoon. Whereas, in contrast, towards winter, a large-scale decline in the air temperature, significantly shallower atmospheric boundary layer, and weaker winds lead to stagnant conditions (ventilation coefficient lower by a factor of ~4) thereby confining the anthropogenic influences closer to the surface. Such changes in the controlling processes from post-monsoon to winter transition profoundly affect the composition of the fine aerosols over the IGP region. The study highlights the need to critically consider the distinct meteorological processes of west-to-east IGP and changes in dominant sources from post-monsoon to winter in the formulation of future pollution mitigation policies.
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Affiliation(s)
- Narendra Ojha
- Space and Atmospheric Sciences division, Physical Research Laboratory, Ahmedabad, India.
| | - Amit Sharma
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India
- Laboratory for Atmospheric Research, Washington State University, Pullman, USA
| | - Manish Kumar
- Atmospheric Chemistry Department, Max Planck Institute for Chemistry, Mainz, Germany
| | - Imran Girach
- Space Physics Laboratory, Vikram Sarabhai Space Centre, Thiruvananthapuram, India
| | - Tabish U Ansari
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
| | - Som K Sharma
- Space and Atmospheric Sciences division, Physical Research Laboratory, Ahmedabad, India
| | - Narendra Singh
- Aryabhatta Research Institute of observational sciencES (ARIES), Nainital, India
| | - Andrea Pozzer
- Atmospheric Chemistry Department, Max Planck Institute for Chemistry, Mainz, Germany
| | - Sachin S Gunthe
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, India.
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Yadav S, Gettu N, Swain B, Kumari K, Ojha N, Gunthe SS. Bioaerosol impact on crop health over India due to emerging fungal diseases (EFDs): an important missing link. Environ Sci Pollut Res Int 2020; 27:12802-12829. [PMID: 32124300 DOI: 10.1007/s11356-020-08059-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 02/10/2020] [Indexed: 06/10/2023]
Abstract
Atmospheric bioaerosols, which contain a diverse group of various biological materials, also include pathogenic microorganisms such as viruses, bacteria, and fungal spores. The dispersal of various pathogens negatively impacts the human and ecosystem health. While the impact of pathogenic bacteria and viruses on human and ecosystem health is well documented, the impact of fungal spores on crop, however, is poorly characterized. An unprecedented increase in number of fungal and fungal-like diseases (emerging fungal diseases (EFDs)) in plants is threatening the food security and endangering the biodiversity. In present communication, we show an increasing trend in the fungal bioaerosol attacks on crops over India outstripping bacteria and viruses. We further argue about the complex interactions between the fungal species, and crop impact over India is unique and highly interconnected with the topography, meteorological variables, and season of the year. Under constantly warming scenario, the fungal attacks on plants are expected to rise and, in all likelihood, extend to the sensitive and fragile ecosystems like the Himalayan region and the Western Ghats. An increasing trend in EFDs calls for immediate coordinated efforts towards understanding the type and diversity of pathogenic fungal bioaerosols. There is, however, a lack over Indian region about biogeography of pathogenic fungi. The detailed biogeography would help in improving public and political awareness to formulate the effective policy decisions. Any further disregard and delay in recognizing the importance of EFDs to crop and sensitive ecosystems can have severe societal and ecological repercussions over Indian region.
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Affiliation(s)
- Shweta Yadav
- Department of Environmental Sciences, Central University of Jammu, Bagla, Rahya Suchani, Samba, 181 143, India
| | - Navin Gettu
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036, India
| | - Basudev Swain
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036, India
| | - Kiran Kumari
- Department of Environmental Sciences, Central University of Jammu, Bagla, Rahya Suchani, Samba, 181 143, India
| | - Narendra Ojha
- Space and Atmospheric Science Division, Physical Research Laboratory, Navrangpura, Ahmedabad, 380 009, India
| | - Sachin S Gunthe
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600 036, India.
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Priyamvada H, Singh RK, Akila M, Ravikrishna R, Verma RS, Gunthe SS. Seasonal variation of the dominant allergenic fungal aerosols - One year study from southern Indian region. Sci Rep 2017; 7:11171. [PMID: 28894264 PMCID: PMC5593913 DOI: 10.1038/s41598-017-11727-7] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 08/30/2017] [Indexed: 01/16/2023] Open
Abstract
Quantitative estimations of fungal aerosols are important to understand their role in causing respiratory diseases to humans especially in the developing and highly populated countries. In this study we sampled and quantified the three most dominantly found allergenic airborne fungi, Aspergillus fumigatus, Cladosporium cladosporioides, and Alternaria alternata from ambient PM10 samples using the quantitative PCR (qPCR) technique in a southern tropical Indian region, for one full year. Highest concentrations of A. fumigatus and C. cladosporioides were observed during monsoon whereas A. alternata displayed an elevated concentration in winter. The meteorological parameters such as temperature, relative humidity, wind speed, and precipitation exhibited a substantial influence on the atmospheric concentrations of allergenic fungal aerosols. The morphological features of various allergenic fungal spores present in the PM10 were investigated and the spores were found to possess distinct structural features. In a maiden attempt over this region we correlate the ambient fungal concentrations with the epidemiological allergy occurrence to obtain firsthand and preliminary information about the causative fungal allergen to the inhabitants exposed to bioaerosols. Our findings may serve as an important reference to atmospheric scientists, aero-biologists, doctors, and general public.
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Affiliation(s)
- Hema Priyamvada
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600036, India.
| | - Raj Kamal Singh
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600036, India
| | - M Akila
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600036, India
| | - R Ravikrishna
- Department of Chemical Engineering, Indian Institute of Technology Madras, Chennai, 600036, India
| | - Rama Shanker Verma
- Department of Biotechnology, Indian Institute of Technology Madras, Chennai, 600036, India
| | - Sachin S Gunthe
- EWRE Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai, 600036, India.
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Pöhlker C, Wiedemann KT, Sinha B, Shiraiwa M, Gunthe SS, Smith M, Su H, Artaxo P, Chen Q, Cheng Y, Elbert W, Gilles MK, Kilcoyne ALD, Moffet RC, Weigand M, Martin ST, Pöschl U, Andreae MO. Biogenic potassium salt particles as seeds for secondary organic aerosol in the Amazon. Science 2012; 337:1075-8. [PMID: 22936773 DOI: 10.1126/science.1223264] [Citation(s) in RCA: 147] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The fine particles serving as cloud condensation nuclei in pristine Amazonian rainforest air consist mostly of secondary organic aerosol. Their origin is enigmatic, however, because new particle formation in the atmosphere is not observed. Here, we show that the growth of organic aerosol particles can be initiated by potassium-salt-rich particles emitted by biota in the rainforest. These particles act as seeds for the condensation of low- or semi-volatile organic compounds from the atmospheric gas phase or multiphase oxidation of isoprene and terpenes. Our findings suggest that the primary emission of biogenic salt particles directly influences the number concentration of cloud condensation nuclei and affects the microphysics of cloud formation and precipitation over the rainforest.
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Affiliation(s)
- Christopher Pöhlker
- Biogeochemistry Department, Max Planck Institute for Chemistry, Mainz 55020, Germany.
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Röckmann T, Gómez Álvarez CX, Walter S, van der Veen C, Wollny AG, Gunthe SS, Helas G, Pöschl U, Keppler F, Greule M, Brand WA. Isotopic composition of H2from wood burning: Dependency on combustion efficiency, moisture content, andδD of local precipitation. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jd013188] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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