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Liang MC, Laskar AH, Barkan E, Newman S, Thiemens MH, Rangarajan R. New constraints of terrestrial and oceanic global gross primary productions from the triple oxygen isotopic composition of atmospheric CO 2 and O 2. Sci Rep 2023; 13:2162. [PMID: 36750626 PMCID: PMC9905602 DOI: 10.1038/s41598-023-29389-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 02/03/2023] [Indexed: 02/09/2023] Open
Abstract
Representations of the changing global carbon cycle under climatic and environmental perturbations require highly detailed accounting of all atmosphere and biosphere exchange. These fluxes remain unsatisfactory, as a consequence of only having data with limited spatiotemporal coverage and precision, which restrict accurate assessments. Through the nature of intimate coupling of global carbon and oxygen cycles via O2 and CO2 and their unique triple oxygen isotope compositions in the biosphere and atmosphere, greater insight is available. We report analysis of their isotopic compositions with the widest geographical and temporal coverage (123 new measurements for CO2) and constrain, on an annual basis, the global CO2 recycling time (1.5 ± 0.2 year) and gross primary productivities of terrestrial (~ 170-200 PgC/year) and oceanic (~ 90-120 PgC/year) biospheres. Observed inter-annual variations in CO2 triple oxygen isotopic compositions were observed at a magnitude close to the largest contrast set by the terrestrial and oceanic biospheres. The seasonal cycles between the east and west Pacific Ocean were found to be drastically different. This intra-annual variability implies that the entire atmospheric CO2 turnover time is not much longer than the tropospheric mixing time (less than ~ 5 months), verifying the derived recycling time. The new measurements, analyses, and incorporation of other global data sets allow development of an independent approach, providing a strong constraint to biogeochemical models.
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Affiliation(s)
- Mao-Chang Liang
- Institute of Earth Sciences, Academia Sinica, Taipei, Taiwan.
| | - Amzad H. Laskar
- grid.465082.d0000 0000 8527 8247Physical Research Laboratory, Ahmedabad, Gujarat India
| | - Eugeni Barkan
- grid.9619.70000 0004 1937 0538Institute of Earth Sciences, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Sally Newman
- grid.20861.3d0000000107068890Division of Geological and Planetary Science, California Institute of Technology, Pasadena, CA USA ,grid.511040.10000 0001 2034 9638Present Address: Bay Area Air Quality Management District, San Francisco, USA
| | - Mark H. Thiemens
- grid.266100.30000 0001 2107 4242Department of Chemistry and Biochemistry, University of California at San Diego, La Jolla, CA USA
| | - Ravi Rangarajan
- grid.28665.3f0000 0001 2287 1366Institute of Earth Sciences, Academia Sinica, Taipei, Taiwan ,Present Address: Department of Public Health, College of Health Sciences, University of Doha for Science and Technology, Doha, Qatar
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Negri A, Arazi A, Barlasina ME, Fernández Niello J, Fifield LK, Froehlich MB, Martínez Heimann D, Pavetich S, Tims SG, Wallner A. 129I in rainwater across Argentina. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2022; 248:106871. [PMID: 35421636 DOI: 10.1016/j.jenvrad.2022.106871] [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: 11/29/2021] [Revised: 03/20/2022] [Accepted: 03/22/2022] [Indexed: 06/14/2023]
Abstract
Concentrations of 127I and 129I in rainwater samples from several stations across Argentina (latitudes between 25° S and 55° S) were measured and analyzed for the assessment of distribution patterns and potential sources of 129I in the Southern Hemisphere. Measured 129I levels, clearly above those explainable by natural background and atmospheric nuclear weapons tests, can be understood by the injection into the Southern Hemisphere of 129I that had been discharged from nuclear fuel reprocessing plants in the Northern Hemisphere.
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Affiliation(s)
- Agustín Negri
- Instituto de Investigación e Ingeniería Ambiental, Universidad Nacional de San Martín, 25 de Mayo y Francia (B1650BWA), San Martín, Prov. de Buenos Aires, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas, Godoy Cruz 2290 (C1425FQB), Ciudad Autónoma de Buenos Aires, Argentina.
| | - Andrés Arazi
- Consejo Nacional de Investigaciones Científicas y Técnicas, Godoy Cruz 2290 (C1425FQB), Ciudad Autónoma de Buenos Aires, Argentina; Laboratorio TANDAR, Comisión Nacional de Energía Atómica, Av. Gral. Paz 1499 (B1650KNA), San Martín, Prov. de Buenos Aires, Argentina.
| | - María Elena Barlasina
- Servicio Meteorológico Nacional, Av. Dorrego 4019 (C1425GBE), Ciudad Autónoma de Buenos Aires, Argentina.
| | - Jorge Fernández Niello
- Instituto de Investigación e Ingeniería Ambiental, Universidad Nacional de San Martín, 25 de Mayo y Francia (B1650BWA), San Martín, Prov. de Buenos Aires, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas, Godoy Cruz 2290 (C1425FQB), Ciudad Autónoma de Buenos Aires, Argentina; Laboratorio TANDAR, Comisión Nacional de Energía Atómica, Av. Gral. Paz 1499 (B1650KNA), San Martín, Prov. de Buenos Aires, Argentina.
| | - Leslie Keith Fifield
- Department of Nuclear Physics and Accelerator Applications, Research School of Physics, The Australian National University, 57 Garran Road, Acton, ACT, 2601, Australia.
| | - Michaela B Froehlich
- Department of Nuclear Physics and Accelerator Applications, Research School of Physics, The Australian National University, 57 Garran Road, Acton, ACT, 2601, Australia.
| | - Diego Martínez Heimann
- Instituto de Investigación e Ingeniería Ambiental, Universidad Nacional de San Martín, 25 de Mayo y Francia (B1650BWA), San Martín, Prov. de Buenos Aires, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas, Godoy Cruz 2290 (C1425FQB), Ciudad Autónoma de Buenos Aires, Argentina.
| | - Stefan Pavetich
- Department of Nuclear Physics and Accelerator Applications, Research School of Physics, The Australian National University, 57 Garran Road, Acton, ACT, 2601, Australia.
| | - Steve G Tims
- Department of Nuclear Physics and Accelerator Applications, Research School of Physics, The Australian National University, 57 Garran Road, Acton, ACT, 2601, Australia.
| | - Anton Wallner
- Department of Nuclear Physics and Accelerator Applications, Research School of Physics, The Australian National University, 57 Garran Road, Acton, ACT, 2601, Australia.
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Bollhöfer A, Schlosser C, Schmid S, Konrad M, Purtschert R, Krais R. Half a century of Krypton-85 activity concentration measured in air over Central Europe: Trends and relevance for dating young groundwater. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2019; 205-206:7-16. [PMID: 31082675 DOI: 10.1016/j.jenvrad.2019.04.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 04/26/2019] [Accepted: 04/27/2019] [Indexed: 06/09/2023]
Abstract
For almost half a century weekly samples for the measurement of krypton-85 (85Kr) activity concentrations in surface air have been collected by the Bundesamt für Strahlenschutz (BfS), Germany. Sampling started at Freiburg (230m asl) in 1973, Mt Schauinsland (1205m asl) in 1976 and Mt Jungfraujoch in Switzerland (3454 asl) in 1990. Distinct maxima in the time series of atmospheric 85Kr activity concentration are caused by emissions from nuclear reprocessing plants in Europe, mainly the La Hague, France, and Sellafield, UK, reprocessing plants. Between 1970 and 1990 peak activity concentrations measured in winter along the Rhine Rift in Freiburg are often higher than at Mt Schauinsland, due to emissions from the operating pilot reprocessing plant in Karlsruhe - approximately 130 km to the north - and large-scale inversions that inhibit exchange of air masses within the Rhine Rift with those at higher altitudes. From the early 1990s onwards, after the shut-down of the pilot plant, differences between Freiburg and Schauinsland are much smaller. Activity concentrations measured at Jungfraujoch are generally lower and close to baseline levels, due to its location in the free troposphere. Weekly baseline and average 85Kr activity concentration in the atmosphere in Central Europe were modelled from almost 12,000 individual measurements at 11 stations. The baseline and average have continuously increased, interrupted by a relatively stable period between 2009 and the end of 2014 with a baseline activity concentration of about 1.39 Bq/m3. Depending on the geographical location and hydrological conditions, the modelled baseline or average 85Kr activity concentration time series can be used as input functions for the dating of young groundwater.
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Affiliation(s)
| | | | - Sabine Schmid
- Bundesamt für Strahlenschutz, 79098, Freiburg, Germany
| | | | | | - Roman Krais
- Bundesamt für Strahlenschutz, 79098, Freiburg, Germany
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Liang MC, Mahata S, Laskar AH, Thiemens MH, Newman S. Oxygen isotope anomaly in tropospheric CO 2 and implications for CO 2 residence time in the atmosphere and gross primary productivity. Sci Rep 2017; 7:13180. [PMID: 29030617 PMCID: PMC5640618 DOI: 10.1038/s41598-017-12774-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 09/15/2017] [Indexed: 11/09/2022] Open
Abstract
The abundance variations of near surface atmospheric CO2 isotopologues (primarily 16O12C16O, 16O13C16O, 17O12C16O, and 18O12C16O) represent an integrated signal from anthropogenic/biogeochemical processes, including fossil fuel burning, biospheric photosynthesis and respiration, hydrospheric isotope exchange with water, and stratospheric photochemistry. Oxygen isotopes, in particular, are affected by the carbon and water cycles. Being a useful tracer that directly probes governing processes in CO2 biogeochemical cycles, Δ17O (=ln(1 + δ17O) - 0.516 × ln(1 + δ18O)) provides an alternative constraint on the strengths of the associated cycles involving CO2. Here, we analyze Δ17O data from four places (Taipei, Taiwan; South China Sea; La Jolla, United States; Jerusalem, Israel) in the northern hemisphere (with a total of 455 measurements) and find a rather narrow range (0.326 ± 0.005‰). A conservative estimate places a lower limit of 345 ± 70 PgC year-1 on the cycling flux between the terrestrial biosphere and atmosphere and infers a residence time of CO2 of 1.9 ± 0.3 years (upper limit) in the atmosphere. A Monte Carlo simulation that takes various plant uptake scenarios into account yields a terrestrial gross primary productivity of 120 ± 30 PgC year-1 and soil invasion of 110 ± 30 PgC year-1, providing a quantitative assessment utilizing the oxygen isotope anomaly for quantifying CO2 cycling.
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Affiliation(s)
- Mao-Chang Liang
- Research Center for Environmental Changes, Academia Sinica, Taipei, Taiwan. .,Graduate Institute of Astronomy, National Central University, Taoyuan, Taiwan.
| | - Sasadhar Mahata
- Research Center for Environmental Changes, Academia Sinica, Taipei, Taiwan
| | - Amzad H Laskar
- Research Center for Environmental Changes, Academia Sinica, Taipei, Taiwan
| | - Mark H Thiemens
- Department of Chemistry and Biochemistry, University of California at San Diego, La Jolla, USA
| | - Sally Newman
- Division of Geological and Planetary Sciences, California Institute of Technology, Pasadena, USA
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Mathur R, Xing J, Gilliam R, Sarwar G, Hogrefe C, Pleim J, Pouliot G, Roselle S, Spero TL, Wong DC, Young J. Extending the Community Multiscale Air Quality (CMAQ) Modeling System to Hemispheric Scales: Overview of Process Considerations and Initial Applications. ATMOSPHERIC CHEMISTRY AND PHYSICS 2017; 17:12449-12474. [PMID: 29681922 PMCID: PMC5907506 DOI: 10.5194/acp-17-12449-2017] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The Community Multiscale Air Quality (CMAQ) modeling system is extended to simulate ozone, particulate matter, and related precursor distributions throughout the Northern Hemisphere. Modelled processes were examined and enhanced to suitably represent the extended space and time scales for such applications. Hemispheric scale simulations with CMAQ and the Weather Research and Forecasting (WRF) model are performed for multiple years. Model capabilities for a range of applications including episodic long-range pollutant transport, long-term trends in air pollution across the Northern Hemisphere, and air pollution-climate interactions are evaluated through detailed comparison with available surface, aloft, and remotely sensed observations. The expansion of CMAQ to simulate the hemispheric scales provides a framework to examine interactions between atmospheric processes occurring at various spatial and temporal scales with physical, chemical, and dynamical consistency.
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Affiliation(s)
- Rohit Mathur
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Jia Xing
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
- School of Environment, Tsinghua University, Beijing, 100084, China
| | - Robert Gilliam
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Golam Sarwar
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Christian Hogrefe
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Jonathan Pleim
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - George Pouliot
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Shawn Roselle
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Tanya L. Spero
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - David C. Wong
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Jeffrey Young
- National Exposure Research Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
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CHEN ZY, LIU SJ, WANG JL, CHANG YZ. Determination of Atmospheric Krypton and Xenon by Gas Chromatography-Mass Spectrometry in Direct Injection Mode. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2016. [DOI: 10.1016/s1872-2040(16)60916-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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8
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Observational evidence for interhemispheric hydroxyl-radical parity. Nature 2014; 513:219-23. [PMID: 25209800 DOI: 10.1038/nature13721] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2014] [Accepted: 07/28/2014] [Indexed: 11/08/2022]
Abstract
The hydroxyl radical (OH) is a key oxidant involved in the removal of air pollutants and greenhouse gases from the atmosphere. The ratio of Northern Hemispheric to Southern Hemispheric (NH/SH) OH concentration is important for our understanding of emission estimates of atmospheric species such as nitrogen oxides and methane. It remains poorly constrained, however, with a range of estimates from 0.85 to 1.4 (refs 4, 7-10). Here we determine the NH/SH ratio of OH with the help of methyl chloroform data (a proxy for OH concentrations) and an atmospheric transport model that accurately describes interhemispheric transport and modelled emissions. We find that for the years 2004-2011 the model predicts an annual mean NH-SH gradient of methyl chloroform that is a tight linear function of the modelled NH/SH ratio in annual mean OH. We estimate a NH/SH OH ratio of 0.97 ± 0.12 during this time period by optimizing global total emissions and mean OH abundance to fit methyl chloroform data from two surface-measurement networks and aircraft campaigns. Our findings suggest that top-down emission estimates of reactive species such as nitrogen oxides in key emitting countries in the NH that are based on a NH/SH OH ratio larger than 1 may be overestimated.
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Steinhauser G. Fukushima's forgotten radionuclides: a review of the understudied radioactive emissions. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2014; 48:4649-4663. [PMID: 24754713 DOI: 10.1021/es405654c] [Citation(s) in RCA: 110] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
In environmental monitoring campaigns for anthropogenic radionuclides released in the course of the Fukushima nuclear accident (2011), most focus had been on gamma-emitting radionuclides. More than 99% of the released activity was due to radionuclides of the elements Kr, Te, I, Xe, and Cs. However, little work had been done on the monitoring of radionuclides other than (131)I, (132)Te, (134)Cs, (136)Cs, and (137)Cs. Radionuclides such as those of less volatile elements (e.g., (89)Sr, (90)Sr, (103)Ru, (106)Ru, plutonium), pure beta-emitters ((3)H, (14)C, (35)S), gaseous radionuclides ((85)Kr, (133)Xe, (135)Xe) or radionuclides with very long half-lives (e.g., (36)Cl, (99)Tc, (129)I, some actinides such as (236)U) have been understudied by comparison. In this review, we summarize previous monitoring work on these "orphan" radionuclides in various environmental media and outline further challenges for future monitoring campaigns. Some of the understudied radionuclides are of radiological concern, others are promising tracers for environmental, geochemical processes such as oceanic mixing. Unfortunately, the shorter-lived nuclides of radioxenon, (103)Ru, (89)Sr and (35)S will no longer exhibit detectable activities in the environment. Activity concentrations of other radionuclides such as tritium, (14)C, or (85)Kr will become blurred in the significant background of previous releases (nuclear explosions and previous accidents). Isotope ratios such as (240)Pu/(239)Pu will allow for the identification of Fukushima plutonium despite the plutonium background.
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Affiliation(s)
- Georg Steinhauser
- Department of Environmental and Radiological Health Sciences, Colorado State University , Fort Collins, Colorado 80523, United States
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10
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Tu LY, Yang GM, Cheng CF, Liu GL, Zhang XY, Hu SM. Analysis of Krypton-85 and Krypton-81 in a Few Liters of Air. Anal Chem 2014; 86:4002-7. [DOI: 10.1021/ac500415a] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Le-Yi Tu
- Hefei National
Laboratory for Physical Sciences at Microscale, University of Science and Technology of China, Hefei 230026, Anhui
Province, People’s Republic of China
| | - Guo-Min Yang
- Hefei National
Laboratory for Physical Sciences at Microscale, University of Science and Technology of China, Hefei 230026, Anhui
Province, People’s Republic of China
| | - Cun-Feng Cheng
- Hefei National
Laboratory for Physical Sciences at Microscale, University of Science and Technology of China, Hefei 230026, Anhui
Province, People’s Republic of China
| | - Gu-Liang Liu
- Hefei National
Laboratory for Physical Sciences at Microscale, University of Science and Technology of China, Hefei 230026, Anhui
Province, People’s Republic of China
| | - Xiang-Yang Zhang
- Institute
of Hydrogeology
and Environmental Geology, Chinese Academy of Geological Sciences, Zhengding 050803, Hebei Province, People’s Republic of China
| | - Shui-Ming Hu
- Hefei National
Laboratory for Physical Sciences at Microscale, University of Science and Technology of China, Hefei 230026, Anhui
Province, People’s Republic of China
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11
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Analysis of 85Kr: a comparison at the 10 -14 level using micro-liter samples. Sci Rep 2013; 3:1596. [PMID: 23549244 PMCID: PMC3615332 DOI: 10.1038/srep01596] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Accepted: 03/19/2013] [Indexed: 11/08/2022] Open
Abstract
The isotopic abundance of (85)Kr in the atmosphere, currently at the level of 10(-11), has increased by orders of magnitude since the dawn of nuclear age. With a half-life of 10.76 years, (85)Kr is of great interest as tracers for environmental samples such as air, groundwater and ice. Atom Trap Trace Analysis (ATTA) is an emerging method for the analysis of rare krypton isotopes at isotopic abundance levels as low as 10(-14) using krypton gas samples of a few micro-liters. Both the reliability and reproducibility of the method are examined in the present study by an inter-comparison among different instruments. The (85)Kr/Kr ratios of 12 samples, in the range of 10(-13) to 10(-10), are measured independently in three laboratories: a low-level counting laboratory in Bern, Switzerland, and two ATTA laboratories, one in Hefei, China, and another in Argonne, USA. The results are in agreement at the precision level of 5%.
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12
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A three-dimensional model of atmospheric CO2transport based on observed winds: 2. Model description and simulated tracer experiments. ACTA ACUST UNITED AC 2013. [DOI: 10.1029/gm055p0237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2023]
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13
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A three-dimensional model of atmospheric CO2transport based on observed winds: 4. Mean annual gradients and interannual variations. ACTA ACUST UNITED AC 2013. [DOI: 10.1029/gm055p0305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
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14
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Jeanloz R, Fung I, Bowyer TW, Wofsy SC. Arms control. Beyond arms-control monitoring. Science 2013; 339:761-2. [PMID: 23413340 DOI: 10.1126/science.1228731] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Affiliation(s)
- Raymond Jeanloz
- University of California, Berkeley, Berkeley, CA 94707, USA.
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15
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Schwander J, Barnola JM, Andrié C, Leuenberger M, Ludin A, Raynaud D, Stauffer B. The age of the air in the firn and the ice at Summit, Greenland. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/92jd02383] [Citation(s) in RCA: 222] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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16
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Strand A, Hov Ø. A two-dimensional zonally averaged transport model including convective motions and a new strategy for the numerical solution. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/93jd00201] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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17
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Corbitt ES, Jacob DJ, Holmes CD, Streets DG, Sunderland EM. Global source-receptor relationships for mercury deposition under present-day and 2050 emissions scenarios. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2011; 45:10477-84. [PMID: 22050654 PMCID: PMC3246401 DOI: 10.1021/es202496y] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Global policies regulating anthropogenic mercury require an understanding of the relationship between emitted and deposited mercury on intercontinental scales. Here, we examine source-receptor relationships for present-day conditions and four 2050 IPCC scenarios encompassing a range of economic development and environmental regulation projections. We use the GEOS-Chem global model to track mercury from its point of emission through rapid cycling in surface ocean and land reservoirs to its accumulation in longer lived ocean and soil pools. Deposited mercury has a local component (emitted Hg(II), lifetime of 3.7 days against deposition) and a global component (emitted Hg(0), lifetime of 6 months against deposition). Fast recycling of deposited mercury through photoreduction of Hg(II) and re-emission of Hg(0) from surface reservoirs (ice, land, surface ocean) increases the effective lifetime of anthropogenic mercury to 9 months against loss to legacy reservoirs (soil pools and the subsurface ocean). This lifetime is still sufficiently short that source-receptor relationships have a strong hemispheric signature. Asian emissions are the largest source of anthropogenic deposition to all ocean basins, though there is also regional source influence from upwind continents. Current anthropogenic emissions account for only about one-third of mercury deposition to the global ocean with the remainder from natural and legacy sources. However, controls on anthropogenic emissions would have the added benefit of reducing the legacy mercury re-emitted to the atmosphere. Better understanding is needed of the time scales for transfer of mercury from active pools to stable geochemical reservoirs.
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Affiliation(s)
- Elizabeth S Corbitt
- Department of Earth and Planetary Sciences, Harvard University, Cambridge, Massachusetts 02138, United States.
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18
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Keeling RF, Manning AC, Dubey MK. The atmospheric signature of carbon capture and storage. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2011; 369:2113-2132. [PMID: 21502179 DOI: 10.1098/rsta.2011.0016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Compared with other industrial processes, carbon capture and storage (CCS) will have an unusual impact on atmospheric composition by reducing the CO(2) released from fossil-fuel combustion plants, but not reducing the associated O(2) loss. CO(2) that leaks into the air from below-ground CCS sites will also be unusual in lacking the O(2) deficit normally associated with typical land CO(2) sources, such as from combustion or ecosystem exchanges. CCS may also produce distinct isotopic changes in atmospheric CO(2). Using simple models and calculations, we estimate the impact of CCS or leakage on regional atmospheric composition. We also estimate the possible impact on global atmospheric composition, assuming that the technology is widely adopted. Because of its unique signature, CCS may be especially amenable to monitoring, both regionally and globally, using atmospheric observing systems. Measurements of the O(2)/N(2) ratio and the CO(2) concentration in the proximity of a CCS site may allow detection of point leaks of the order of 1000 ton CO(2) yr(-1) from a CCS reservoir up to 1 km from the source. Measurements of O(2)/N(2) and CO(2) in background air from a global network may allow quantification of global and hemispheric capture rates from CCS to the order of ±0.4 Pg C yr(-1).
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Affiliation(s)
- Ralph F Keeling
- Scripps Institution of Oceanography, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0244, USA.
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von Waldow H, Macleod M, Scheringer M, Hungerbühler K. Quantifying remoteness from emission sources of persistent organic pollutants on a global scale. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2010; 44:2791-2796. [PMID: 20178381 DOI: 10.1021/es9030694] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
One of the four screening criteria that are assessed when a chemical substance is nominated for international regulation under the Stockholm Convention is potential for long-range transport. Measured levels of a chemical in locations distant from sources can be used as evidence of long-range environmental transport, but until now, there has been no quantitative measure of the distance of a location from likely source areas of chemicals. Here we use a global atmospheric transport model to calculate atmospheric concentrations for a set of volatile tracers that differ in their effective atmospheric residence time. We then derive an empirical relationship to express these concentrations as a function of the atmospheric residence time and a location-specific parameter, the remoteness index, RI. We present maps of RI for two generic emissions scenarios that represent areas for emissions of industrial and technical chemicals and pesticides, respectively. Our results can be used to better interpret spatial patterns of measured and modeled concentrations of chemicals in the global environment and to derive long-range transport potential metrics for specific substances. We thus provide, to our knowledge for the first time, a description of remoteness that is applicable to measurement sites of continental- and global-scale monitoring programmes. Our results can be used to plan future measurement campaigns and extend monitoring networks.
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Affiliation(s)
- Harald von Waldow
- Institute for Chemical and Bioengineering, ETH Zurich, Wolfgang-Pauli-Strasse 10, 8093 Zurich, Switzerland
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Xiao Y, Logan JA, Jacob DJ, Hudman RC, Yantosca R, Blake DR. Global budget of ethane and regional constraints on U.S. sources. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009415] [Citation(s) in RCA: 147] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Wang JS, McElroy MB, Logan JA, Palmer PI, Chameides WL, Wang Y, Megretskaia IA. A quantitative assessment of uncertainties affecting estimates of global mean OH derived from methyl chloroform observations. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd008496] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Rind D, Lerner J, Jonas J, McLinden C. Effects of resolution and model physics on tracer transports in the NASA Goddard Institute for Space Studies general circulation models. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007476] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Winger K, Feichter J, Kalinowski MB, Sartorius H, Schlosser C. A new compilation of the atmospheric 85krypton inventories from 1945 to 2000 and its evaluation in a global transport model. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2005; 80:183-215. [PMID: 15701383 DOI: 10.1016/j.jenvrad.2004.09.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2003] [Revised: 09/02/2004] [Accepted: 09/29/2004] [Indexed: 05/24/2023]
Abstract
This paper gives the yearly (85)Kr emissions of all known reprocessing facilities, which are the main sources of (85)Kr in the atmosphere since 1945, for the years 1945 until 2000. According to this inventory 10,600 PBq (Peta=10(15)) of (85)Kr have been globally emitted from the year 1945 until the end of 2000. The global atmospheric inventory at the end of the year 2000 amounts to 4800 PBq. These emissions have been incorporated into the ECHAM4 atmospheric general circulation model as point sources. Monthly mean model results are compared with measurements made at different locations and times. The influence of each source on the measured concentrations at various locations is studied. The calculated concentrations are found to give reasonably good agreement with the observations, indicating that the emission inventory is realistic. Although, at all northern hemispheric observation sites the model tends to slightly overestimate the concentrations. A possible reason for this overestimation can be found in model features (coarse resolution in time and space). The most prominent discrepancy that is consistently repeated at all northern hemispheric stations occurs in the early 1990s. This could most likely be related to an overestimate of sources. Possibly, the Russian emissions declined earlier than assumed in the current database. Another discrepancy between observations and simulations indicating an incompleteness of the release data is found at some southern hemispheric sites. The variability of their observations could only be explained by regional sources. However, several spikes occur after 1992 when no reprocessing facility is known to be in operation in the southern hemisphere. Production of isotopes for radiopharmaceuticals like technetium-99m from highly enriched uranium is the most likely explanation.
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Affiliation(s)
- K Winger
- Max-Planck-Institut für Meteorologie, Bundesstrasse 55, D-20146 Hamburg, Germany.
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Hauglustaine DA, Hourdin F, Jourdain L, Filiberti MA, Walters S, Lamarque JF, Holland EA. Interactive chemistry in the Laboratoire de Météorologie Dynamique general circulation model: Description and background tropospheric chemistry evaluation. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2003jd003957] [Citation(s) in RCA: 303] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- D. A. Hauglustaine
- Laboratoire des Sciences du Climat et de l'Environnement; Gif-sur-Yvette France
| | - F. Hourdin
- Laboratoire de Météorologie Dynamique, Université de Paris 6; Paris France
| | - L. Jourdain
- Service d'Aéronomie, Université de Paris 6; Paris France
| | - M.-A. Filiberti
- Institut Pierre Simon Laplace, Université de Paris 6; Paris France
| | - S. Walters
- National Center for Atmospheric Research; Boulder Colorado USA
| | - J.-F. Lamarque
- National Center for Atmospheric Research; Boulder Colorado USA
| | - E. A. Holland
- National Center for Atmospheric Research; Boulder Colorado USA
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Suntharalingam P. Estimating the distribution of terrestrial CO2sources and sinks from atmospheric measurements: Sensitivity to configuration of the observation network. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2002jd002207] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Johnston NAC, Colman JJ, Blake DR, Prather MJ, Rowland FS. On the variability of tropospheric gases: Sampling, loss patterns, and lifetime. ACTA ACUST UNITED AC 2002. [DOI: 10.1029/2001jd000669] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Nancy A. C. Johnston
- Department of Chemistry; University of California, Irvine; Irvine California USA
| | | | - Donald R. Blake
- Department of Chemistry; University of California, Irvine; Irvine California USA
| | - Michael J. Prather
- Department of Earth Systems Science; University of California,Irvine; Irvine California USA
| | - F. Sherwood Rowland
- Department of Chemistry; University of California, Irvine; Irvine California USA
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Olaguer EP. The distribution of the chlorinated solvents dichloromethane, perchloroethylene, and trichloroethylene in the global atmosphere. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2002; 9:175-182. [PMID: 12094530 DOI: 10.1007/bf02987485] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Dichloromethane, perchloroethylene, and trichloroethylene are commercially important chlorinated solvents whose health and environmental impacts are under scrutiny in the industrial world. Their distributions in the global atmosphere have been computed based on data from the Reactive Chlorine Emissions Inventory (RCEI) project using the Global Balance Environment (GLOBE) model, a 3-D radiative-dynamical-chemical model. Their atmospheric lifetimes, scaled to an observed methyl chloroform lifetime of 4.8 years, are 158 days, 105 days, and 4.3 days, respectively. They have strong interhemispheric gradients, with maximum zonal mean surface concentrations in the winter mid-latitude northern hemisphere of approximately 40 ppt, 9 ppt, and 2.5 ppt, respectively. Their spatial distributions show significant seasonal variability, and are sensitive to vertical mixing by cumulus convection and horizontal mixing by synoptic-scale turbulence. While the model interhemispheric exchange time (1.0 years) and computed atmospheric lifetimes are very sensitive to sub-grid scale diffusion, interhemispheric gradients of the chlorinated solvents are not. The simulated results suggest a greater importance for oceanic emissions of perchloroethylene and trichloroethylene than has previously been assumed.
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Staudt AC, Jacob DJ, Logan JA, Bachiochi D, Krishnamurti TN, Sachse GW. Continental sources, transoceanic transport, and interhemispheric exchange of carbon monoxide over the Pacific. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2001jd900078] [Citation(s) in RCA: 103] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Seigneur C, Karamchandani P, Lohman K, Vijayaraghavan K, Shia RL. Multiscale modeling of the atmospheric fate and transport of mercury. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2000jd000273] [Citation(s) in RCA: 98] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Gupta ML, Turco RP, Mechoso CR, Spahr JA. On-line simulations of passive chemical tracers in the University of California, Los Angeles, atmospheric general circulation model: 1. CFC-11 and CFC-12. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2000jd900819] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Morimoto S, Nakazawa T, Higuchi K, Aoki S. Latitudinal distribution of atmospheric CO2sources and sinks inferred by δ13C measurements from 1985 to 1991. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/2000jd900386] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Spivakovsky CM, Logan JA, Montzka SA, Balkanski YJ, Foreman-Fowler M, Jones DBA, Horowitz LW, Fusco AC, Brenninkmeijer CAM, Prather MJ, Wofsy SC, McElroy MB. Three-dimensional climatological distribution of tropospheric OH: Update and evaluation. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd901006] [Citation(s) in RCA: 644] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Biraud S, Ciais P, Ramonet M, Simmonds P, Kazan V, Monfray P, O'Doherty S, Spain TG, Jennings SG. European greenhouse gas emissions estimated from continuous atmospheric measurements and radon 222 at Mace Head, Ireland. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd900821] [Citation(s) in RCA: 94] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Levy H, Moxim WJ, Klonecki AA, Kasibhatla PS. Simulated tropospheric NOx: Its evaluation, global distribution and individual source contributions. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900442] [Citation(s) in RCA: 93] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Shia RL, Seigneur C, Pai P, Ko M, Sze ND. Global simulation of atmospheric mercury concentrations and deposition fluxes. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900354] [Citation(s) in RCA: 91] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Kaminski T, Heimann M, Giering R. A coarse grid three-dimensional global inverse model of the atmospheric transport: 1. Adjoint model and Jacobian matrix. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900147] [Citation(s) in RCA: 86] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Zahn A, Neubert R, Maiss M, Platt U. Fate of long-lived trace species near the Northern Hemispheric tropopause: Carbon dioxide, methane, ozone, and sulfur hexafluoride. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1998jd100106] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Inverse modelling approaches to infer surface trace gas fluxes from observed atmospheric mixing ratios. ACTA ACUST UNITED AC 1999. [DOI: 10.1016/s0167-5117(98)80035-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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Brasseur GP, Hauglustaine DA, Walters S, Rasch PJ, Müller JF, Granier C, Tie XX. MOZART, a global chemical transport model for ozone and related chemical tracers: 1. Model description. ACTA ACUST UNITED AC 1998. [DOI: 10.1029/98jd02397] [Citation(s) in RCA: 364] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Hauglustaine DA, Brasseur GP, Walters S, Rasch PJ, Müller JF, Emmons LK, Carroll MA. MOZART, a global chemical transport model for ozone and related chemical tracers: 2. Model results and evaluation. ACTA ACUST UNITED AC 1998. [DOI: 10.1029/98jd02398] [Citation(s) in RCA: 232] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Gilliland AB, Hartley DE. Interhemispheric transport and the role of convective parameterizations. ACTA ACUST UNITED AC 1998. [DOI: 10.1029/98jd01726] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Wang Y, Jacob DJ, Logan JA. Global simulation of tropospheric O3-NOx-hydrocarbon chemistry: 1. Model formulation. ACTA ACUST UNITED AC 1998. [DOI: 10.1029/98jd00158] [Citation(s) in RCA: 465] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Kotamarthi VR, Rodriguez JM, Ko MKW, Tromp TK, Sze ND, Prather MJ. Trifluoroacetic acid from degradation of HCFCs and HFCs: A three-dimensional modeling study. ACTA ACUST UNITED AC 1998. [DOI: 10.1029/97jd02988] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Mulquiney JE, Taylor JA, Jakeman AJ, Norton JP, Prinn RG. A new inverse method for trace gas flux estimation: 2. Application to tropospheric CFCl3fluxes. ACTA ACUST UNITED AC 1998. [DOI: 10.1029/97jd01811] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Berntsen TK, Isaksen ISA. A global three-dimensional chemical transport model for the troposphere: 1. Model description and CO and ozone results. ACTA ACUST UNITED AC 1997. [DOI: 10.1029/97jd01140] [Citation(s) in RCA: 118] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Chappellaz J, Blunier T, Kints S, Dällenbach A, Barnola JM, Schwander J, Raynaud D, Stauffer B. Changes in the atmospheric CH4gradient between Greenland and Antarctica during the Holocene. ACTA ACUST UNITED AC 1997. [DOI: 10.1029/97jd01017] [Citation(s) in RCA: 182] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Jacob DJ, Prather MJ, Rasch PJ, Shia RL, Balkanski YJ, Beagley SR, Bergmann DJ, Blackshear WT, Brown M, Chiba M, Chipperfield MP, de Grandpré J, Dignon JE, Feichter J, Genthon C, Grose WL, Kasibhatla PS, Köhler I, Kritz MA, Law K, Penner JE, Ramonet M, Reeves CE, Rotman DA, Stockwell DZ, Van Velthoven PFJ, Verver G, Wild O, Yang H, Zimmermann P. Evaluation and intercomparison of global atmospheric transport models using222Rn and other short-lived tracers. ACTA ACUST UNITED AC 1997. [DOI: 10.1029/96jd02955] [Citation(s) in RCA: 239] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Li Y, Chang JS. A three-dimensional global episodic tracer transport model: 1. Evaluation of its transport processes by radon 222 simulations. ACTA ACUST UNITED AC 1996. [DOI: 10.1029/96jd02209] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Chin M, Jacob DJ, Gardner GM, Foreman-Fowler MS, Spiro PA, Savoie DL. A global three-dimensional model of tropospheric sulfate. ACTA ACUST UNITED AC 1996. [DOI: 10.1029/96jd01221] [Citation(s) in RCA: 244] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Plumb RA, Zheng X. Source determination from trace gas observations: An orthogonal function approach and results for long-lived gases with surface sources. ACTA ACUST UNITED AC 1996. [DOI: 10.1029/96jd00573] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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