DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Airborne Bacteria in Earth's Lower Stratosphere Resemble Taxa Detected in the Troposphere: Results From a New NASA Aircraft Bioaerosol Collector (ABC)

Abstract

Airborne microorganisms in the upper troposphere and lower stratosphere remain elusive due to a lack of reliable sample collection systems. To address this problem, we designed, installed, and flight-validated a novel Aircraft Bioaerosol Collector (ABC) for NASA's C-20A that can make collections for microbiological research investigations up to altitudes of 13.7 km. Herein we report results from the first set of science flights—four consecutive missions flown over the United States (US) from 30 October to 2 November, 2017. To ascertain how the concentration of airborne bacteria changed across the tropopause, we collected air during aircraft Ascent/Descent (0.3 to 11 km), as well as sustained Cruise altitudes in the lower stratosphere (~12 km). Bioaerosols were captured on DNA-treated gelatinous filters inside a cascade air sampler, then analyzed with molecular and culture-based characterization. Several viable bacterial isolates were recovered from flight altitudes, including Bacillus sp., Micrococcus sp., Arthrobacter sp., and Staphylococcus sp. from Cruise samples and Brachybacterium sp. from Ascent/Descent samples. Using 16S V4 sequencing methods for a culture-independent analysis of bacteria, the average number of total OTUs was 305 for Cruise samples and 276 for Ascent/Descent samples. Some taxa were more abundant in the flight samples than the ground samples, includingmore » OTUs from families Lachnospiraceae, Ruminococcaceae and Erysipelotrichaceae as well as the following genera: Clostridium, Mogibacterium, Corynebacterium, Bacteroides, Prevotella, Pseudomonas, and Parabacteroides. Surprisingly, our results revealed a homogeneous distribution of bacteria in the atmosphere up to 12 km. The observation could be due to atmospheric conditions producing similar background aerosols across the western US, as suggested by modeled back trajectories and satellite measurements. However, the influence of aircraft-associated bacterial contaminants could not be fully eliminated and that background signal was reported throughout our dataset. Furthermore considering the tremendous engineering challenge of collecting biomass at extreme altitudes where contamination from flight hardware remains an ever-present issue, we note the utility of using the stratosphere as a proving ground for planned life detection missions across the solar system.« less

Authors:
 [1];  [2];  [2];  [3];  [4];  [5];  [6];  [1];  [7];  [8];  [9];  [9];  [9];  [9];  [2];  [2];  [2];  [6];  [9]
  1. NASA Ames Research Center, Moffett Field, CA (United States)
  2. Second Genome Inc., San Francisco, CA (United States)
  3. United States Geological Survey, St. Petersburg, FL (United States)
  4. NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
  5. Bay Area Environmental Research Institute, Moffett Field, CA (United States)
  6. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
  7. Blue Marble Space Institute of Science, Moffett Field, CA (United States)
  8. Univ. of South Florida, St. Petersburg, FL (United States)
  9. NASA Armstrong Flight Research Center, Palmdale, CA (United States)
Publication Date:
Research Org.:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA)
OSTI Identifier:
1474345
Report Number(s):
LLNL-JRNL-756269
Journal ID: ISSN 1664-302X; 942195
Grant/Contract Number:  
AC52-07NA27344
Resource Type:
Accepted Manuscript
Journal Name:
Frontiers in Microbiology
Additional Journal Information:
Journal Volume: 9; Journal Issue: na; Journal ID: ISSN 1664-302X
Publisher:
Frontiers Research Foundation
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES

Citation Formats

Smith, David J., Ravichandar, Jayamary Divya, Jain, Sunit, Griffin, Dale W., Yu, Hongbin, Tan, Qian, Thissen, James, Lusby, Terry, Nicoll, Patrick, Shedler, Sarah, Martinez, Paul, Osorio, Alejandro, Lechniak, Jason, Choi, Samuel, Sabino, Kayleen, Iverson, Kathryn, Chan, Luisa, Jaing, Crystal, and McGrath, John. Airborne Bacteria in Earth's Lower Stratosphere Resemble Taxa Detected in the Troposphere: Results From a New NASA Aircraft Bioaerosol Collector (ABC). United States: N. p., 2018. Web. doi:10.3389/fmicb.2018.01752.
Smith, David J., Ravichandar, Jayamary Divya, Jain, Sunit, Griffin, Dale W., Yu, Hongbin, Tan, Qian, Thissen, James, Lusby, Terry, Nicoll, Patrick, Shedler, Sarah, Martinez, Paul, Osorio, Alejandro, Lechniak, Jason, Choi, Samuel, Sabino, Kayleen, Iverson, Kathryn, Chan, Luisa, Jaing, Crystal, & McGrath, John. Airborne Bacteria in Earth's Lower Stratosphere Resemble Taxa Detected in the Troposphere: Results From a New NASA Aircraft Bioaerosol Collector (ABC). United States. https://doi.org/10.3389/fmicb.2018.01752
Smith, David J., Ravichandar, Jayamary Divya, Jain, Sunit, Griffin, Dale W., Yu, Hongbin, Tan, Qian, Thissen, James, Lusby, Terry, Nicoll, Patrick, Shedler, Sarah, Martinez, Paul, Osorio, Alejandro, Lechniak, Jason, Choi, Samuel, Sabino, Kayleen, Iverson, Kathryn, Chan, Luisa, Jaing, Crystal, and McGrath, John. Tue . "Airborne Bacteria in Earth's Lower Stratosphere Resemble Taxa Detected in the Troposphere: Results From a New NASA Aircraft Bioaerosol Collector (ABC)". United States. https://doi.org/10.3389/fmicb.2018.01752. https://www.osti.gov/servlets/purl/1474345.
@article{osti_1474345,
title = {Airborne Bacteria in Earth's Lower Stratosphere Resemble Taxa Detected in the Troposphere: Results From a New NASA Aircraft Bioaerosol Collector (ABC)},
author = {Smith, David J. and Ravichandar, Jayamary Divya and Jain, Sunit and Griffin, Dale W. and Yu, Hongbin and Tan, Qian and Thissen, James and Lusby, Terry and Nicoll, Patrick and Shedler, Sarah and Martinez, Paul and Osorio, Alejandro and Lechniak, Jason and Choi, Samuel and Sabino, Kayleen and Iverson, Kathryn and Chan, Luisa and Jaing, Crystal and McGrath, John},
abstractNote = {Airborne microorganisms in the upper troposphere and lower stratosphere remain elusive due to a lack of reliable sample collection systems. To address this problem, we designed, installed, and flight-validated a novel Aircraft Bioaerosol Collector (ABC) for NASA's C-20A that can make collections for microbiological research investigations up to altitudes of 13.7 km. Herein we report results from the first set of science flights—four consecutive missions flown over the United States (US) from 30 October to 2 November, 2017. To ascertain how the concentration of airborne bacteria changed across the tropopause, we collected air during aircraft Ascent/Descent (0.3 to 11 km), as well as sustained Cruise altitudes in the lower stratosphere (~12 km). Bioaerosols were captured on DNA-treated gelatinous filters inside a cascade air sampler, then analyzed with molecular and culture-based characterization. Several viable bacterial isolates were recovered from flight altitudes, including Bacillus sp., Micrococcus sp., Arthrobacter sp., and Staphylococcus sp. from Cruise samples and Brachybacterium sp. from Ascent/Descent samples. Using 16S V4 sequencing methods for a culture-independent analysis of bacteria, the average number of total OTUs was 305 for Cruise samples and 276 for Ascent/Descent samples. Some taxa were more abundant in the flight samples than the ground samples, including OTUs from families Lachnospiraceae, Ruminococcaceae and Erysipelotrichaceae as well as the following genera: Clostridium, Mogibacterium, Corynebacterium, Bacteroides, Prevotella, Pseudomonas, and Parabacteroides. Surprisingly, our results revealed a homogeneous distribution of bacteria in the atmosphere up to 12 km. The observation could be due to atmospheric conditions producing similar background aerosols across the western US, as suggested by modeled back trajectories and satellite measurements. However, the influence of aircraft-associated bacterial contaminants could not be fully eliminated and that background signal was reported throughout our dataset. Furthermore considering the tremendous engineering challenge of collecting biomass at extreme altitudes where contamination from flight hardware remains an ever-present issue, we note the utility of using the stratosphere as a proving ground for planned life detection missions across the solar system.},
doi = {10.3389/fmicb.2018.01752},
journal = {Frontiers in Microbiology},
number = na,
volume = 9,
place = {United States},
year = {Tue Aug 14 00:00:00 EDT 2018},
month = {Tue Aug 14 00:00:00 EDT 2018}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 50 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Air Flow and Particle Trajectories around Aircraft Fuselages. I: Theory
journal, March 1984


Interhemispheric transport of viable fungi and bacteria from Africa to the Caribbean with soil dust
journal, March 2005


A method for sampling microbial aerosols using high altitude balloons
journal, December 2014


Microbiology of wind-eroded sediments: Current knowledge and future research directions
journal, September 2015


Determination of bacterial load by real-time PCR using a broad-range (universal) probe and primers set
journal, January 2002


Detection and phylogenetic analysis of coastal bioaerosols using culture dependent and independent techniques
journal, January 2011


Influence of vertical transport on free tropospheric aerosols over the central USA in springtime
journal, May 1998

  • Talbot, R. W.; Dibb, J. E.; Loomis, M. B.
  • Geophysical Research Letters, Vol. 25, Issue 9
  • DOI: 10.1029/98GL00184

Sampling of Aerobiological Material from a Small Aircraft
journal, December 1977


Microbiomes of the dust particles collected from the International Space Station and Spacecraft Assembly Facilities
journal, October 2015

  • Checinska, Aleksandra; Probst, Alexander J.; Vaishampayan, Parag
  • Microbiome, Vol. 3, Issue 1
  • DOI: 10.1186/s40168-015-0116-3

Arctic Aerobiology : Fungi and Bacteria, Etc., Caught in the Air During Flights Over the Geographical North Pole
journal, August 1952

  • Polunin, Nicholas; Kelly, C. D.
  • Nature, Vol. 170, Issue 4321
  • DOI: 10.1038/170314a0

Improved Bacterial 16S rRNA Gene (V4 and V4-5) and Fungal Internal Transcribed Spacer Marker Gene Primers for Microbial Community Surveys
journal, December 2015


Physical characteristics of concentration fields of tropospheric bioaerosols in the South of Western Siberia
journal, May 2005

  • Borodulin, Alexander I.; Safatov, Alexander S.; Shabanov, Alexander N.
  • Journal of Aerosol Science, Vol. 36, Issue 5-6
  • DOI: 10.1016/j.jaerosci.2004.12.009

Microbiome of the upper troposphere: Species composition and prevalence, effects of tropical storms, and atmospheric implications
journal, January 2013

  • DeLeon-Rodriguez, N.; Lathem, T. L.; Rodriguez-R, L. M.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 7
  • DOI: 10.1073/pnas.1212089110

Gordonia paraffinivorans sp. nov., a hydrocarbon-degrading actinomycete isolated from an oil-producing well
journal, September 2003

  • Xue, Y.
  • INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, Vol. 53, Issue 5
  • DOI: 10.1099/ijs.0.02605-0

Primary biological aerosol particles in the atmosphere: a review
journal, January 2012

  • Després, VivianeR.; Huffman, J. Alex; Burrows, Susannah M.
  • Tellus B: Chemical and Physical Meteorology, Vol. 64, Issue 1
  • DOI: 10.3402/tellusb.v64i0.15598

An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea
journal, December 2011

  • McDonald, Daniel; Price, Morgan N.; Goodrich, Julia
  • The ISME Journal, Vol. 6, Issue 3
  • DOI: 10.1038/ismej.2011.139

Continental-scale distributions of dust-associated bacteria and fungi
journal, April 2015

  • Barberán, Albert; Ladau, Joshua; Leff, Jonathan W.
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 18
  • DOI: 10.1073/pnas.1420815112

Molecular Evidence for Metabolically Active Bacteria in the Atmosphere
journal, May 2016

  • Klein, Ann M.; Bohannan, Brendan J. M.; Jaffe, Daniel A.
  • Frontiers in Microbiology, Vol. 7
  • DOI: 10.3389/fmicb.2016.00772

Seasonal distributions of fine aerosol sulfate in the North American Arctic basin during TOPSE
journal, January 2003


Microorganisms cultured from stratospheric air samples obtained at 41 km
journal, January 2003


Inadequate methods and questionable conclusions in atmospheric life study
journal, April 2013

  • Smith, David Joseph; Griffin, Dale Warren
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 23
  • DOI: 10.1073/pnas.1302612110

Waste Not, Want Not: Why Rarefying Microbiome Data Is Inadmissible
journal, April 2014


Bacteria in the global atmosphere – Part 2: Modeling of emissions and transport between different ecosystems
journal, January 2009

  • Burrows, S. M.; Butler, T.; Jöckel, P.
  • Atmospheric Chemistry and Physics, Vol. 9, Issue 23
  • DOI: 10.5194/acp-9-9281-2009

Minor revision to V4 region SSU rRNA 806R gene primer greatly increases detection of SAR11 bacterioplankton
journal, June 2015

  • Apprill, A.; McNally, S.; Parsons, R.
  • Aquatic Microbial Ecology, Vol. 75, Issue 2
  • DOI: 10.3354/ame01753

Abundance of Cellular Material and Proteins in the Atmosphere
journal, April 2005


A new Unmanned Aerial Vehicle Synthetic Aperture Radar for Environmental Monitoring
journal, January 2012

  • Koo, Voon Chet; Chan, Yee Kit; Gobi, Vetharatnam
  • Progress In Electromagnetics Research, Vol. 122
  • DOI: 10.2528/PIER11092604

Intercontinental Dispersal of Bacteria and Archaea by Transpacific Winds
journal, December 2012

  • Smith, David J.; Timonen, Hilkka J.; Jaffe, Daniel A.
  • Applied and Environmental Microbiology, Vol. 79, Issue 4
  • DOI: 10.1128/AEM.03029-12

Seasonal Variability in Bacterial and Fungal Diversity of the Near-Surface Atmosphere
journal, October 2013

  • Bowers, Robert M.; Clements, Nicholas; Emerson, Joanne B.
  • Environmental Science & Technology, Vol. 47, Issue 21
  • DOI: 10.1021/es402970s

Active microorganisms thrive among extremely diverse communities in cloud water
journal, August 2017


Deposition rates of viruses and bacteria above the atmospheric boundary layer
journal, January 2018


Survival and ice nucleation activity of bacteria as aerosols in a cloud simulation chamber
journal, January 2015

  • Amato, P.; Joly, M.; Schaupp, C.
  • Atmospheric Chemistry and Physics Discussions, Vol. 15, Issue 3
  • DOI: 10.5194/acpd-15-4055-2015

NOAA’s HYSPLIT Atmospheric Transport and Dispersion Modeling System
journal, December 2015

  • Stein, A. F.; Draxler, R. R.; Rolph, G. D.
  • Bulletin of the American Meteorological Society, Vol. 96, Issue 12
  • DOI: 10.1175/BAMS-D-14-00110.1

Long-Range Transmission of Bacteria
journal, December 1980


phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data
journal, April 2013


Free Tropospheric Transport of Microorganisms from Asia to North America
journal, July 2012


Pathogens as potential hitchhikers on intercontinental dust
journal, October 2011


UPARSE: highly accurate OTU sequences from microbial amplicon reads
journal, August 2013


Bioaerosols in the Earth system: Climate, health, and ecosystem interactions
journal, December 2016


Bacteria in the global atmosphere – Part 1: Review and synthesis of literature data for different ecosystems
journal, January 2009

  • Burrows, S. M.; Elbert, W.; Lawrence, M. G.
  • Atmospheric Chemistry and Physics, Vol. 9, Issue 23
  • DOI: 10.5194/acp-9-9263-2009

New perspectives on viable microbial communities in low-biomass cleanroom environments
journal, October 2012

  • Vaishampayan, Parag; Probst, Alexander J.; La Duc, Myron T.
  • The ISME Journal, Vol. 7, Issue 2
  • DOI: 10.1038/ismej.2012.114

Characterization of Airborne Microbial Communities at a High-Elevation Site and Their Potential To Act as Atmospheric Ice Nuclei
journal, June 2009

  • Bowers, R. M.; Lauber, C. L.; Wiedinmyer, C.
  • Applied and Environmental Microbiology, Vol. 75, Issue 15
  • DOI: 10.1128/AEM.00447-09

Terrestrial Microorganisms at an Altitude of 20,000 m in Earth's Atmosphere
journal, June 2004


Microbial hitchhikers on intercontinental dust: catching a lift in Chad
journal, December 2012

  • Favet, Jocelyne; Lapanje, Ales; Giongo, Adriana
  • The ISME Journal, Vol. 7, Issue 4
  • DOI: 10.1038/ismej.2012.152

Implementing Planetary Protection Measures on the Mars Science Laboratory
journal, January 2014

  • Benardini, James N.; La Duc, Myron T.; Beaudet, Robert A.
  • Astrobiology, Vol. 14, Issue 1
  • DOI: 10.1089/ast.2013.0989

Aerosol chemical composition and distribution during the Pacific Exploratory Mission (PEM) Tropics
journal, March 1999

  • Dibb, J. E.; Talbot, R. W.; Scheuer, E. M.
  • Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D5
  • DOI: 10.1029/1998JD100001

Planning Considerations Related to the Organic Contamination of Martian Samples and Implications for the Mars 2020 Rover
journal, December 2014

  • Summons, R. E.; Sessions, A. L.; Allwood, A. C.
  • Astrobiology, Vol. 14, Issue 12
  • DOI: 10.1089/ast.2014.1244

Processing of atmospheric nitrogen by clouds above a forest environment
journal, January 2007

  • Hill, Kimberly A.; Shepson, Paul B.; Galbavy, Edward S.
  • Journal of Geophysical Research, Vol. 112, Issue D11
  • DOI: 10.1029/2006JD008002

Highways in the Sky: Scales of Atmospheric Transport of Plant Pathogens
journal, August 2015


Assessment of composition and origin of airborne bacteria in the free troposphere over Japan
journal, August 2013


Microbes in the Upper Atmosphere and Unique Opportunities for Astrobiology Research
journal, October 2013


Proton pump inhibitor use associated with changes in gut microbiota composition
journal, October 2017


Legal immigrants: invasion of alien microbial communities during winter occurring desert dust storms
journal, March 2017


Stratospheric microbiology at 20 km over the Pacific Ocean
journal, November 2009


Global dispersion of bacterial cells on Asian dust
journal, July 2012

  • Yamaguchi, Nobuyasu; Ichijo, Tomoaki; Sakotani, Akiko
  • Scientific Reports, Vol. 2, Issue 1
  • DOI: 10.1038/srep00525

Microbial survival in the stratosphere and implications for global dispersal
journal, March 2011


Potential impact of microbial activity on the oxidant capacity and organic carbon budget in clouds
journal, December 2012

  • Vaitilingom, M.; Deguillaume, L.; Vinatier, V.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 2
  • DOI: 10.1073/pnas.1205743110

Microbiology and atmospheric processes: chemical interactions of Primary Biological Aerosols
journal, January 2008

  • Deguillaume, L.; Leriche, M.; Amato, P.
  • Biogeosciences Discussions, Vol. 5, Issue 1
  • DOI: 10.5194/bgd-5-841-2008

The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2)
journal, July 2017


Observations on the use of membrane filtration and liquid impingement to collect airborne microorganisms in various atmospheric environments
journal, June 2010


Long-range transport of mineral dust in the global atmosphere: Impact of African dust on the environment of the southeastern United States
journal, March 1999

  • Prospero, J. M.
  • Proceedings of the National Academy of Sciences, Vol. 96, Issue 7
  • DOI: 10.1073/pnas.96.7.3396

Characterization of atmospheric bioaerosols along the transport pathway of Asian dust during the Dust-Bioaerosol 2016 Campaign
journal, January 2018

  • Tang, Kai; Huang, Zhongwei; Huang, Jianping
  • Atmospheric Chemistry and Physics, Vol. 18, Issue 10
  • DOI: 10.5194/acp-18-7131-2018

Atmospheric dispersion modelling of bioaerosols that are pathogenic to humans and livestock – A review to inform risk assessment studies
journal, January 2016


Stratosphere Conditions Inactivate Bacterial Endospores from a Mars Spacecraft Assembly Facility
journal, April 2017

  • Khodadad, Christina L.; Wong, Gregory M.; James, Leandro M.
  • Astrobiology, Vol. 17, Issue 4
  • DOI: 10.1089/ast.2016.1549

Effects of Stratospheric Conditions on the Viability, Metabolism and Proteome of Prokaryotic Cells
journal, August 2015

  • Chudobova, Dagmar; Cihalova, Kristyna; Jelinkova, Pavlina
  • Atmosphere, Vol. 6, Issue 9
  • DOI: 10.3390/atmos6091290

Rapid quantification and taxonomic classification of environmental DNA from both prokaryotic and eukaryotic origins using a microarray
journal, April 2005

  • DeSantis, Todd Z.; Stone, Carol E.; Murray, Sonya R.
  • FEMS Microbiology Letters, Vol. 245, Issue 2, p. 271-278
  • DOI: 10.1016/j.femsle.2005.03.016

Multiangle implementation of atmospheric correction (MAIAC): 2. Aerosol algorithm
journal, January 2011

  • Lyapustin, A.; Wang, Y.; Laszlo, I.
  • Journal of Geophysical Research, Vol. 116, Issue D3
  • DOI: 10.1029/2010JD014986

Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
journal, December 2014


Origin-Dependent Variations in the Atmospheric Microbiome Community in Eastern Mediterranean Dust Storms
journal, May 2017

  • Gat, Daniella; Mazar, Yinon; Cytryn, Eddie
  • Environmental Science & Technology, Vol. 51, Issue 12
  • DOI: 10.1021/acs.est.7b00362

Variations in airborne bacterial communities at high altitudes over the Noto Peninsula (Japan) in response to Asian dust events
journal, January 2017

  • Maki, Teruya; Hara, Kazutaka; Iwata, Ayumu
  • Atmospheric Chemistry and Physics, Vol. 17, Issue 19
  • DOI: 10.5194/acp-17-11877-2017

Upper boundary of the biosphere.
journal, January 1978

  • Imshenetsky, A. A.; Lysenko, S. V.; Kazakov, G. A.
  • Applied and Environmental Microbiology, Vol. 35, Issue 1
  • DOI: 10.1128/AEM.35.1.1-5.1978

Interenvironmental Transfer of Microorganisms on the Exterior Surfaces of Jet Aircraft
journal, January 1970


Microorganisms of the Upper Atmosphere
journal, January 1966


A new method for non-parametric multivariate analysis of variance
journal, February 2001


Survival and ice nucleation activity of bacteria as aerosols in a cloud simulation chamber
journal, January 2015


Bacteria in the global atmosphere – Part 1: Review and synthesis of literature data for different ecosystems
journal, January 2009

  • Burrows, S. M.; Elbert, W.; Lawrence, M. G.
  • Atmospheric Chemistry and Physics Discussions, Vol. 9, Issue 3
  • DOI: 10.5194/acpd-9-10777-2009

Microbiology and atmospheric processes: chemical interactions of primary biological aerosols
journal, January 2008


A new method for non-parametric multivariate analysis of variance
journal, February 2001


Datura genome reveals duplications of psychoactive alkaloid biosynthetic genes and high mutation rate following tissue culture
journal, March 2021


Waste Not, Want Not: Why Rarefying Microbiome Data is Inadmissible
text, January 2013


Free Tropospheric Transport of Microorganisms from Asia to North America
journal, July 2012


Stratospheric microbiology at 20 km over the Pacific Ocean
journal, November 2009


Observations on the use of membrane filtration and liquid impingement to collect airborne microorganisms in various atmospheric environments
journal, June 2010


Microbial survival in the stratosphere and implications for global dispersal
journal, March 2011


Pathogens as potential hitchhikers on intercontinental dust
journal, October 2011


Microbiology of wind-eroded sediments: Current knowledge and future research directions
journal, September 2015


Assessment of composition and origin of airborne bacteria in the free troposphere over Japan
journal, August 2013


Bioaerosols in the Earth system: Climate, health, and ecosystem interactions
journal, December 2016


Physical characteristics of concentration fields of tropospheric bioaerosols in the South of Western Siberia
journal, May 2005

  • Borodulin, Alexander I.; Safatov, Alexander S.; Shabanov, Alexander N.
  • Journal of Aerosol Science, Vol. 36, Issue 5-6
  • DOI: 10.1016/j.jaerosci.2004.12.009

A method for sampling microbial aerosols using high altitude balloons
journal, December 2014


Atmospheric dispersion modelling of bioaerosols that are pathogenic to humans and livestock – A review to inform risk assessment studies
journal, January 2016


Origin-Dependent Variations in the Atmospheric Microbiome Community in Eastern Mediterranean Dust Storms
journal, May 2017

  • Gat, Daniella; Mazar, Yinon; Cytryn, Eddie
  • Environmental Science & Technology, Vol. 51, Issue 12
  • DOI: 10.1021/acs.est.7b00362

UPARSE: highly accurate OTU sequences from microbial amplicon reads
journal, August 2013


Deposition rates of viruses and bacteria above the atmospheric boundary layer
journal, January 2018


Microbiota-accessible carbohydrates suppress Clostridium difficile infection in a murine model
journal, April 2018

  • Hryckowian, Andrew J.; Van Treuren, William; Smits, Samuel A.
  • Nature Microbiology, Vol. 3, Issue 6
  • DOI: 10.1038/s41564-018-0150-6

Comparative analysis of racial differences in breast tumor microbiome
journal, August 2020


Global dispersion of bacterial cells on Asian dust
journal, July 2012

  • Yamaguchi, Nobuyasu; Ichijo, Tomoaki; Sakotani, Akiko
  • Scientific Reports, Vol. 2, Issue 1
  • DOI: 10.1038/srep00525

Reply to Smith and Griffin: Methods, air flows, and conclusions are robust in the DeLeon-Rodriguez et al. study
journal, April 2013

  • DeLeon-Rodriguez, Natasha; Lathem, Terry L.; Rodriguez-R, Luis M.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 23
  • DOI: 10.1073/pnas.1304466110

Continental-scale distributions of dust-associated bacteria and fungi
journal, April 2015

  • Barberán, Albert; Ladau, Joshua; Leff, Jonathan W.
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 18
  • DOI: 10.1073/pnas.1420815112

Sampling of Aerobiological Material from a Small Aircraft
journal, December 1977


Implementing Planetary Protection Measures on the Mars Science Laboratory
journal, January 2014

  • Benardini, James N.; La Duc, Myron T.; Beaudet, Robert A.
  • Astrobiology, Vol. 14, Issue 1
  • DOI: 10.1089/ast.2013.0989

Microbes in the Upper Atmosphere and Unique Opportunities for Astrobiology Research
journal, October 2013


Planning Considerations Related to the Organic Contamination of Martian Samples and Implications for the Mars 2020 Rover
journal, December 2014

  • Summons, R. E.; Sessions, A. L.; Allwood, A. C.
  • Astrobiology, Vol. 14, Issue 12
  • DOI: 10.1089/ast.2014.1244

Stratosphere Conditions Inactivate Bacterial Endospores from a Mars Spacecraft Assembly Facility
journal, April 2017

  • Khodadad, Christina L.; Wong, Gregory M.; James, Leandro M.
  • Astrobiology, Vol. 17, Issue 4
  • DOI: 10.1089/ast.2016.1549

The Ebb and Flow of Airborne Pathogens: Monitoring and Use in Disease Management Decisions
journal, May 2016


Determination of bacterial load by real-time PCR using a broad-range (universal) probe and primers set
journal, January 2002


Gordonia paraffinivorans sp. nov., a hydrocarbon-degrading actinomycete isolated from an oil-producing well
journal, September 2003

  • Xue, Y.
  • INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, Vol. 53, Issue 5
  • DOI: 10.1099/ijs.0.02605-0

Microorganisms cultured from stratospheric air samples obtained at 41 km
journal, January 2003


Long-Range Transmission of Bacteria
journal, December 1980


Abundance of Cellular Material and Proteins in the Atmosphere
journal, April 2005


Contribution of Microbial Activity to Carbon Chemistry in Clouds
journal, October 2009

  • Vaitilingom, M.; Amato, P.; Sancelme, M.
  • Applied and Environmental Microbiology, Vol. 76, Issue 1
  • DOI: 10.1128/aem.01127-09

Experimental Evolution of Enhanced Growth by Bacillus subtilis at Low Atmospheric Pressure: Genomic Changes Revealed by Whole-Genome Sequencing
journal, August 2015

  • Waters, Samantha M.; Zeigler, Daniel R.; Nicholson, Wayne L.
  • Applied and Environmental Microbiology, Vol. 81, Issue 21
  • DOI: 10.1128/aem.01690-15

Sources of Bacteria in Outdoor Air across Cities in the Midwestern United States
journal, July 2011

  • Bowers, Robert M.; Sullivan, Amy P.; Costello, Elizabeth K.
  • Applied and Environmental Microbiology, Vol. 77, Issue 18
  • DOI: 10.1128/aem.05498-11

Microorganisms of the Upper Atmosphere
journal, March 1966


Interenvironmental Transfer of Microorganisms on the Exterior Surfaces of Jet Aircraft
journal, August 1970


Highways in the Sky: Scales of Atmospheric Transport of Plant Pathogens
journal, August 2015


Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
journal, December 2014


Microbiomes of the dust particles collected from the International Space Station and Spacecraft Assembly Facilities
journal, October 2015

  • Checinska, Aleksandra; Probst, Alexander J.; Vaishampayan, Parag
  • Microbiome, Vol. 3, Issue 1
  • DOI: 10.1186/s40168-015-0116-3

Legal immigrants: invasion of alien microbial communities during winter occurring desert dust storms
journal, March 2017


Minor revision to V4 region SSU rRNA 806R gene primer greatly increases detection of SAR11 bacterioplankton
journal, June 2015

  • Apprill, A.; McNally, S.; Parsons, R.
  • Aquatic Microbial Ecology, Vol. 75, Issue 2
  • DOI: 10.3354/ame01753

Molecular Evidence for Metabolically Active Bacteria in the Atmosphere
journal, May 2016

  • Klein, Ann M.; Bohannan, Brendan J. M.; Jaffe, Daniel A.
  • Frontiers in Microbiology, Vol. 7
  • DOI: 10.3389/fmicb.2016.00772

Waste Not, Want Not: Why Rarefying Microbiome Data is Inadmissible
text, January 2013


Survival and ice nucleation activity of bacteria as aerosols in a cloud simulation chamber
journal, January 2015


Characterization of atmospheric bioaerosols along the transport pathway of Asian dust during the Dust-Bioaerosol 2016 Campaign
journal, January 2018

  • Tang, Kai; Huang, Zhongwei; Huang, Jianping
  • Atmospheric Chemistry and Physics, Vol. 18, Issue 10
  • DOI: 10.5194/acp-18-7131-2018

Bacteria in the global atmosphere – Part 1: Review and synthesis of literature data for different ecosystems
journal, January 2009

  • Burrows, S. M.; Elbert, W.; Lawrence, M. G.
  • Atmospheric Chemistry and Physics Discussions, Vol. 9, Issue 3
  • DOI: 10.5194/acpd-9-10777-2009

Detection and phylogenetic analysis of coastal bioaerosols using culture dependent and independent techniques
journal, January 2011


Works referencing / citing this record:

Beyond the planetary boundary layer: Bacterial and fungal vertical biogeography at Mount Sonnblick, Austria
journal, January 2019

  • Els, Nora; Baumann‐Stanzer, Kathrin; Larose, Catherine
  • Geo: Geography and Environment, Vol. 6, Issue 1
  • DOI: 10.1002/geo2.69

Microbial composition in seasonal time series of free tropospheric air and precipitation reveals community separation
journal, September 2019


Global airborne microbial communities controlled by surrounding landscapes and wind conditions
journal, October 2019


Bioaerosol sampling: Classical approaches, advances, and perspectives
journal, October 2019


Bioaerosol field measurements: Challenges and perspectives in outdoor studies
journal, November 2019


Methods to Investigate the Global Atmospheric Microbiome
journal, February 2019

  • Dommergue, Aurelien; Amato, Pierre; Tignat-Perrier, Romie
  • Frontiers in Microbiology, Vol. 10
  • DOI: 10.3389/fmicb.2019.00243

Methods to Investigate the Global Atmospheric Microbiome
journal, February 2019

  • Dommergue, Aurelien; Amato, Pierre; Tignat-Perrier, Romie
  • Frontiers in Microbiology, Vol. 10
  • DOI: 10.3389/fmicb.2019.00243