1
|
Seco R, Nagalingam S, Joo E, Gu D, Guenther A. The UCI Fluxtron: A versatile dynamic chamber and software system for biosphere-atmosphere exchange research. CHEMOSPHERE 2024; 364:143061. [PMID: 39127187 DOI: 10.1016/j.chemosphere.2024.143061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 08/02/2024] [Accepted: 08/07/2024] [Indexed: 08/12/2024]
Abstract
Here we present the UCI Fluxtron, a cost-effective multi-enclosure dynamic gas exchange system that provides an adequate level of control of the experimental conditions for investigating biosphere-atmosphere exchange of trace gases. We focus on the hardware and software used to monitor, control, and record the air flows, temperatures, and valve switching, and on the software that processes the collected data to calculate the exchange flux of trace gases. We provide the detailed list of commercial materials used and also the software code developed for the Fluxtron, so that similar dynamic enclosure systems can be quickly adopted by interested researchers. Furthermore, the two software components -Fluxtron Control and Fluxtron Process- work independently of each other, thus being highly adaptable for other experimental designs. Beyond plants, the same experimental setup can be applied to the study of trace gas exchange by animals, microbes, soil, or any materials that can be enclosed in a suitable container.
Collapse
Affiliation(s)
- Roger Seco
- Institute of Environmental Assessment and Water Research (IDAEA-CSIC), 08034, Barcelona, Catalonia, Spain.
| | - Sanjeevi Nagalingam
- Department of Earth System Science, University of California Irvine, Irvine, CA, 92697, USA
| | - Eva Joo
- Department of Earth System Science, University of California Irvine, Irvine, CA, 92697, USA
| | - Dasa Gu
- Division of Environment and Sustainability, Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong SAR, China
| | - Alex Guenther
- Department of Earth System Science, University of California Irvine, Irvine, CA, 92697, USA
| |
Collapse
|
2
|
Satta M, Catone D, Castrovilli MC, Nicolanti F, Cartoni A. Ionic Route to Atmospheric Relevant HO 2 and Protonated Formaldehyde from Methanol Cation and O 2. Molecules 2024; 29:1484. [PMID: 38611764 PMCID: PMC11013456 DOI: 10.3390/molecules29071484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 03/14/2024] [Accepted: 03/15/2024] [Indexed: 04/14/2024] Open
Abstract
Gas-phase ion chemistry influences atmospheric processes, particularly in the formation of cloud condensation nuclei by producing ionic and neutral species in the upper troposphere-stratosphere region impacted by cosmic rays. This work investigates an exothermic ionic route to the formation of hydroperoxyl radical (HO2) and protonated formaldehyde from methanol radical cation and molecular oxygen. Methanol, a key atmospheric component, contributes to global emissions and participates in various chemical reactions affecting atmospheric composition. The two reactant species are of fundamental interest due to their role in atmospheric photochemical reactions, and HO2 is also notable for its production during lightning events. Our experimental investigations using synchrotron radiation reveal a fast hydrogen transfer from the methyl group of methanol to oxygen, leading to the formation of CH2OH+ and HO2. Computational analysis corroborates the experimental findings, elucidating the reaction dynamics and hydrogen transfer pathway. The rate coefficients are obtained from experimental data and shows that this reaction is fast and governed by capture theory. Our study contributes to a deeper understanding of atmospheric processes and highlights the role of ion-driven reactions in atmospheric chemistry.
Collapse
Affiliation(s)
- Mauro Satta
- Institute for the Study of Nanostructured Materials-CNR (ISMN-CNR), Department of Chemistry, Sapienza University of Rome, P. le Aldo Moro 5, 00185 Rome, Italy
| | - Daniele Catone
- Istituto di Struttura della Materia-CNR (ISM-CNR), Area della Ricerca di Roma 2, Via del Fosso del Cavaliere 100, 00133 Rome, Italy;
| | | | - Francesca Nicolanti
- Department of Physics, Sapienza University of Rome, P. le Aldo Moro 5, 00185 Rome, Italy;
| | - Antonella Cartoni
- Department of Chemistry, Sapienza University of Rome, P. le Aldo Moro 5, 00185 Rome, Italy
| |
Collapse
|
3
|
Kanukollu S, Remus R, Rücker AM, Buchen-Tschiskale C, Hoffmann M, Kolb S. Methanol utilizers of the rhizosphere and phyllosphere of a common grass and forb host species. ENVIRONMENTAL MICROBIOME 2022; 17:35. [PMID: 35794633 PMCID: PMC9258066 DOI: 10.1186/s40793-022-00428-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 06/14/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Managed grasslands are global sources of atmospheric methanol, which is one of the most abundant volatile organic compounds in the atmosphere and promotes oxidative capacity for tropospheric and stratospheric ozone depletion. The phyllosphere is a favoured habitat of plant-colonizing methanol-utilizing bacteria. These bacteria also occur in the rhizosphere, but their relevance for methanol consumption and ecosystem fluxes is unclear. Methanol utilizers of the plant-associated microbiota are key for the mitigation of methanol emission through consumption. However, information about grassland plant microbiota members, their biodiversity and metabolic traits, and thus key actors in the global methanol budget is largely lacking. RESULTS We investigated the methanol utilization and consumption potentials of two common plant species (Festuca arundinacea and Taraxacum officinale) in a temperate grassland. The selected grassland exhibited methanol formation. The detection of 13C derived from 13C-methanol in 16S rRNA of the plant microbiota by stable isotope probing (SIP) revealed distinct methanol utilizer communities in the phyllosphere, roots and rhizosphere but not between plant host species. The phyllosphere was colonized by members of Gamma- and Betaproteobacteria. In the rhizosphere, 13C-labelled Bacteria were affiliated with Deltaproteobacteria, Gemmatimonadates, and Verrucomicrobiae. Less-abundant 13C-labelled Bacteria were affiliated with well-known methylotrophs of Alpha-, Gamma-, and Betaproteobacteria. Additional metagenome analyses of both plants were consistent with the SIP results and revealed Bacteria with methanol dehydrogenases (e.g., MxaF1 and XoxF1-5) of known but also unusual genera (i.e., Methylomirabilis, Methylooceanibacter, Gemmatimonas, Verminephrobacter). 14C-methanol tracing of alive plant material revealed divergent potential methanol consumption rates in both plant species but similarly high rates in the rhizosphere and phyllosphere. CONCLUSIONS Our study revealed the rhizosphere as an overlooked hotspot for methanol consumption in temperate grasslands. We further identified unusual new but potentially relevant methanol utilizers besides well-known methylotrophs in the phyllosphere and rhizosphere. We did not observe a plant host-specific methanol utilizer community. Our results suggest that our approach using quantitative SIP and metagenomics may be useful in future field studies to link gross methanol consumption rates with the rhizosphere and phyllosphere microbiome.
Collapse
Affiliation(s)
- Saranya Kanukollu
- Microbial Biogeochemistry, RA1 Landscape Functioning, ZALF Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany
| | - Rainer Remus
- Isotope Biogeochemistry and Gas Fluxes, RA1 Landscape Functioning, ZALF Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany
| | | | - Caroline Buchen-Tschiskale
- Isotope Biogeochemistry and Gas Fluxes, RA1 Landscape Functioning, ZALF Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany
- Present Address: Johann Heinrich von Thünen-Institut, Institute of Climate-Smart Agriculture, Braunschweig, Germany
| | - Mathias Hoffmann
- Isotope Biogeochemistry and Gas Fluxes, RA1 Landscape Functioning, ZALF Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany
| | - Steffen Kolb
- Microbial Biogeochemistry, RA1 Landscape Functioning, ZALF Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany
- Thaer Institute, Faculty of Life Sciences, Humboldt University of Berlin, Berlin, Germany
| |
Collapse
|
4
|
Brilli F, Dani KGS, Pasqualini S, Costarelli A, Cannavò S, Paolocci F, Zittelli GC, Mugnai G, Baraldi R, Loreto F. Exposure to different light intensities affects emission of volatiles and accumulations of both pigments and phenolics in Azolla filiculoides. PHYSIOLOGIA PLANTARUM 2022; 174:e13619. [PMID: 34988977 PMCID: PMC9305523 DOI: 10.1111/ppl.13619] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 12/03/2021] [Indexed: 06/01/2023]
Abstract
Many agronomic trials demonstrated the nitrogen-fixing ability of the ferns Azolla spp. and its obligate cyanobiont Trichormus azollae. In this study, we have screened the emission of volatile organic compounds (VOCs) and analyzed pigments (chlorophylls, carotenoids) as well as phenolic compounds in Azolla filiculoides-T. azollae symbionts exposed to different light intensities. Our results revealed VOC emission mainly comprising isoprene and methanol (~82% and ~13% of the overall blend, respectively). In particular, by dissecting VOC emission from A. filiculoides and T. azollae, we found that the cyanobacterium does not emit isoprene, whereas it relevantly contributes to the methanol flux. Enhanced isoprene emission capacity (15.95 ± 2.95 nmol m-2 s-1 ), along with increased content of both phenolic compounds and carotenoids, was measured in A. filiculoides grown for long-term under high (700 μmol m-2 s-1 ) rather than medium (400 μmol m-2 s-1 ) and low (100 μmol m-2 s-1 ) light intensity. Moreover, light-responses of chlorophyll fluorescence demonstrated that A. filiculoides was able to acclimate to high growth light. However, exposure of A. filiculoides from low (100 μmol m-2 s-1 ) to very high light (1000 μmol m-2 s-1 ) did not affect, in the short term, photosynthesis, but slightly decreased isoprene emission and leaf pigment content whereas, at the same time, dramatically raised the accumulation of phenolic compounds (i.e. deoxyanthocyanidins and phlobaphenes). Our results highlight a coordinated photoprotection mechanism consisting of isoprene emission and phenolic compounds accumulation employed by A. filiculoides to cope with increasing light intensities.
Collapse
Affiliation(s)
- Federico Brilli
- Institute for Sustainable Plant Protection (IPSP)National Research Council of Italy (CNR)Sesto FiorentinoItaly
| | - K. G. Srikanta Dani
- Institute for Sustainable Plant Protection (IPSP)National Research Council of Italy (CNR)Sesto FiorentinoItaly
| | - Stefania Pasqualini
- Department of Chemistry, Biology and BiotechnologyUniversity of PerugiaPerugiaItaly
| | - Alma Costarelli
- Department of Chemistry, Biology and BiotechnologyUniversity of PerugiaPerugiaItaly
| | - Sara Cannavò
- Department of Chemistry, Biology and BiotechnologyUniversity of PerugiaPerugiaItaly
| | - Francesco Paolocci
- Institute of Biosciences and BioResources (IBBR)National Research Council of Italy (CNR)PerugiaItaly
| | | | - Gianmarco Mugnai
- Institute of BioEconomy (IBE)National Research Council of Italy (CNR)Sesto FiorentinoItaly
| | - Rita Baraldi
- Institute of BioEconomy (IBE)National Research Council of Italy (CNR)BolognaItaly
| | - Francesco Loreto
- Institute for Sustainable Plant Protection (IPSP)National Research Council of Italy (CNR)Sesto FiorentinoItaly
- Department of BiologyThe University of Naples Federico IINaplesItaly
| |
Collapse
|
5
|
Baggesen N, Li T, Seco R, Holst T, Michelsen A, Rinnan R. Phenological stage of tundra vegetation controls bidirectional exchange of BVOCs in a climate change experiment on a subarctic heath. GLOBAL CHANGE BIOLOGY 2021; 27:2928-2944. [PMID: 33709612 PMCID: PMC8251604 DOI: 10.1111/gcb.15596] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 02/08/2021] [Indexed: 06/08/2023]
Abstract
Traditionally, biogenic volatile organic compound (BVOC) emissions are often considered a unidirectional flux, from the ecosystem to the atmosphere, but recent studies clearly show the potential for bidirectional exchange. Here we aimed to investigate how warming and leaf litter addition affect the bidirectional exchange (flux) of BVOCs in a long-term field experiment in the Subarctic. We also assessed changes in net BVOC fluxes in relation to the time of day and the influence of different plant phenological stages. The study was conducted in a full factorial experiment with open top chamber warming and annual litter addition treatments in a tundra heath in Abisko, Northern Sweden. After 18 years of treatments, ecosystem-level net BVOC fluxes were measured in the experimental plots using proton-transfer-reaction time-of-flight mass spectrometry (PTR-ToF-MS). The warming treatment increased monoterpene and isoprene emissions by ≈50%. Increasing temperature, due to diurnal variations, can both increase BVOC emission and simultaneously, increase ecosystem uptake. For any given treatment, monoterpene, isoprene, and acetone emissions also increased with increasing ambient air temperatures caused by diurnal variability. Acetaldehyde, methanol, and sesquiterpenes decreased likely due to a deposition flux. For litter addition, only a significant indirect effect on isoprene and monoterpene fluxes (decrease by ~50%-75%) was observed. Litter addition may change soil moisture conditions, leading to changes in plant species composition and biomass, which could subsequently result in changes to BVOC emission compositions. Phenological stages significantly affected fluxes of methanol, isoprene and monoterpenes. We suggest that plant phenological stages differ in impacts on BVOC net emissions, but ambient air temperature and photosynthetically active radiation (PAR) also interact and influence BVOC net emissions differently. Our results may also suggest that BVOC fluxes are not only a response to changes in temperature and light intensity, as the circadian clock also affects emission rates.
Collapse
Affiliation(s)
- Nanna Baggesen
- Terrestrial Ecology SectionDepartment of BiologyUniversity of CopenhagenCopenhagen ØDenmark
- Center for Permafrost (CENPERM)University of CopenhagenCopenhagen KDenmark
| | - Tao Li
- Terrestrial Ecology SectionDepartment of BiologyUniversity of CopenhagenCopenhagen ØDenmark
- Center for Permafrost (CENPERM)University of CopenhagenCopenhagen KDenmark
| | - Roger Seco
- Terrestrial Ecology SectionDepartment of BiologyUniversity of CopenhagenCopenhagen ØDenmark
- Center for Permafrost (CENPERM)University of CopenhagenCopenhagen KDenmark
| | - Thomas Holst
- Terrestrial Ecology SectionDepartment of BiologyUniversity of CopenhagenCopenhagen ØDenmark
- Department of Physical Geography and Ecosystem ScienceCentre for GeoBiosphere ScienceLund UniversityLundSweden
| | - Anders Michelsen
- Terrestrial Ecology SectionDepartment of BiologyUniversity of CopenhagenCopenhagen ØDenmark
- Center for Permafrost (CENPERM)University of CopenhagenCopenhagen KDenmark
| | - Riikka Rinnan
- Terrestrial Ecology SectionDepartment of BiologyUniversity of CopenhagenCopenhagen ØDenmark
- Center for Permafrost (CENPERM)University of CopenhagenCopenhagen KDenmark
| |
Collapse
|
6
|
Morawe M, Hoeke H, Wissenbach DK, Lentendu G, Wubet T, Kröber E, Kolb S. Acidotolerant Bacteria and Fungi as a Sink of Methanol-Derived Carbon in a Deciduous Forest Soil. Front Microbiol 2017; 8:1361. [PMID: 28790984 PMCID: PMC5523551 DOI: 10.3389/fmicb.2017.01361] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2017] [Accepted: 07/05/2017] [Indexed: 02/03/2023] Open
Abstract
Methanol is an abundant atmospheric volatile organic compound that is released from both living and decaying plant material. In forest and other aerated soils, methanol can be consumed by methanol-utilizing microorganisms that constitute a known terrestrial sink. However, the environmental factors that drive the biodiversity of such methanol-utilizers have been hardly resolved. Soil-derived isolates of methanol-utilizers can also often assimilate multicarbon compounds as alternative substrates. Here, we conducted a comparative DNA stable isotope probing experiment under methylotrophic (only [13C1]-methanol was supplemented) and combined substrate conditions ([12C1]-methanol and alternative multi-carbon [13Cu]-substrates were simultaneously supplemented) to (i) identify methanol-utilizing microorganisms of a deciduous forest soil (European beech dominated temperate forest in Germany), (ii) assess their substrate range in the soil environment, and (iii) evaluate their trophic links to other soil microorganisms. The applied multi-carbon substrates represented typical intermediates of organic matter degradation, such as acetate, plant-derived sugars (xylose and glucose), and a lignin-derived aromatic compound (vanillic acid). An experimentally induced pH shift was associated with substantial changes of the diversity of active methanol-utilizers suggesting that soil pH was a niche-defining factor of these microorganisms. The main bacterial methanol-utilizers were members of the Beijerinckiaceae (Bacteria) that played a central role in a detected methanol-based food web. A clear preference for methanol or multi-carbon substrates as carbon source of different Beijerinckiaceae-affiliated phylotypes was observed suggesting a restricted substrate range of the methylotrophic representatives. Apart from Bacteria, we also identified the yeasts Cryptococcus and Trichosporon as methanol-derived carbon-utilizing fungi suggesting that further research is needed to exclude or prove methylotrophy of these fungi.
Collapse
Affiliation(s)
- Mareen Morawe
- Department of Ecological Microbiology, University of BayreuthBayreuth, Germany
| | - Henrike Hoeke
- Department of Molecular Systems Biology, Helmholtz Centre for Environmental ResearchLeipzig, Germany.,Department of Pharmaceutical and Medicinal Chemistry, Institute of Pharmacy, University of LeipzigLeipzig, Germany
| | - Dirk K Wissenbach
- Institute of Forensic Medicine, University Hospital JenaJena, Germany
| | - Guillaume Lentendu
- Department of Ecology, University of KaiserslauternKaiserslautern, Germany
| | - Tesfaye Wubet
- Department of Soil Ecology, Helmholtz Centre for Environmental ResearchLeipzig, Germany
| | - Eileen Kröber
- Institute of Landscape Biogeochemistry, Leibniz Centre for Landscape ResearchMüncheberg, Germany
| | - Steffen Kolb
- Department of Ecological Microbiology, University of BayreuthBayreuth, Germany.,Institute of Landscape Biogeochemistry, Leibniz Centre for Landscape ResearchMüncheberg, Germany
| |
Collapse
|
7
|
|
8
|
Brilli F, Gioli B, Fares S, Terenzio Z, Zona D, Gielen B, Loreto F, Janssens IA, Ceulemans R. Rapid leaf development drives the seasonal pattern of volatile organic compound (VOC) fluxes in a 'coppiced' bioenergy poplar plantation. PLANT, CELL & ENVIRONMENT 2016; 39:539-555. [PMID: 26386252 DOI: 10.1111/pce.12638] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 09/06/2015] [Accepted: 09/09/2015] [Indexed: 06/05/2023]
Abstract
Leaves of fast-growing, woody bioenergy crops often emit volatile organic compounds (VOC). Some reactive VOC (especially isoprene) play a key role in climate forcing and may negatively affect local air quality. We monitored the seasonal exchange of VOC using the eddy covariance technique in a 'coppiced' poplar plantation. The complex interactions of VOC fluxes with climatic and physiological variables were also explored by using an artificial neural network (Self Organizing Map). Isoprene and methanol were the most abundant VOC emitted by the plantation. Rapid development of the canopy (and thus of the leaf area index, LAI) was associated with high methanol emissions and high rates of gross primary production (GPP) since the beginning of the growing season, while the onset of isoprene emission was delayed. The highest emissions of isoprene, and of isoprene photo-oxidation products (Methyl Vinyl Ketone and Methacrolein, iox ), occurred on the hottest and sunniest days, when GPP and evapotranspiration were highest, and formaldehyde was significantly deposited. Canopy senescence enhanced the exchange of oxygenated VOC. The accuracy of methanol and isoprene emission simulations with the Model of Emissions of Gases and Aerosols from Nature increased by applying a function to modify their basal emission factors, accounting for seasonality of GPP or LAI.
Collapse
Affiliation(s)
- Federico Brilli
- Department of Biology, Centre of Excellence on Plant and Vegetation Ecology (PLECO), University of Antwerp, Wilrijk, B-2610, Belgium
- National Research Council, Institute of Agro-environmental and Forest Biology (IBAF-CNR), Via Salaria Km 29,300, Monterotondo Scalo, 00016, Roma, Italy
- Institute for Sustainable Plant Protection (IPSP-CNR), National Research Council, Via Madonna del piano 10, Sesto Fiorentino, 50017, Italy
| | - Beniamino Gioli
- Biometeorology Institute (IBIMET-CNR), National Research Council, Via G. Caproni 8, Firenze, 50145, Italy
| | - Silvano Fares
- Council for Agricultural Research and Economics, Research Centre for the Soil-Plant System (RPS-CREA), Via della Navicella 2-4, Roma, 00184, Italy
| | - Zenone Terenzio
- Department of Biology, Centre of Excellence on Plant and Vegetation Ecology (PLECO), University of Antwerp, Wilrijk, B-2610, Belgium
| | - Donatella Zona
- Department of Animal and Plant Sciences, University of Sheffield, Western Bank, Sheffield, S10 2TN, UK
| | - Bert Gielen
- Department of Biology, Centre of Excellence on Plant and Vegetation Ecology (PLECO), University of Antwerp, Wilrijk, B-2610, Belgium
| | - Francesco Loreto
- Institute for Sustainable Plant Protection (IPSP-CNR), National Research Council, Via Madonna del piano 10, Sesto Fiorentino, 50017, Italy
- Department of Biology, Agriculture and Food Sciences (CNR-DISBA), National Research Council, P.le Aldo Moro, Roma, 00185, Italy
| | - Ivan A Janssens
- Department of Biology, Centre of Excellence on Plant and Vegetation Ecology (PLECO), University of Antwerp, Wilrijk, B-2610, Belgium
| | - Reinhart Ceulemans
- Department of Biology, Centre of Excellence on Plant and Vegetation Ecology (PLECO), University of Antwerp, Wilrijk, B-2610, Belgium
| |
Collapse
|
9
|
Seco R, Karl T, Guenther A, Hosman KP, Pallardy SG, Gu L, Geron C, Harley P, Kim S. Ecosystem‐scale volatile organic compound fluxes during an extreme drought in a broadleaf temperate forest of the Missouri Ozarks (central
USA
). GLOBAL CHANGE BIOLOGY 2015; 21:3657-74. [PMID: 0 DOI: 10.1111/gcb.12980] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 04/23/2015] [Indexed: 05/24/2023]
Affiliation(s)
- Roger Seco
- Department of Earth System Science University of California Irvine CA 92697 USA
| | - Thomas Karl
- Institute of Meteorology and Geophysics University of Innsbruck Innsbruck Austria
| | - Alex Guenther
- Pacific Northwest National Laboratory Richland WA USA
- Department of Civil and Environmental Engineering Washington State University Pullman WA USA
| | - Kevin P. Hosman
- Department of Forestry University of Missouri Columbia MO 65211 USA
| | | | - Lianhong Gu
- Environmental Sciences Division Oak Ridge National Laboratory Oak Ridge TN 37831 USA
| | - Chris Geron
- U.S. Environmental Protection Agency National Risk Management Research Laboratory Research Triangle Park NC 27711 USA
| | - Peter Harley
- Atmospheric Chemistry Division National Center for Atmospheric Research Boulder CO 80301 USA
| | - Saewung Kim
- Department of Earth System Science University of California Irvine CA 92697 USA
| |
Collapse
|