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McGill BM, Hamilton SK, Millar N, Robertson GP. The greenhouse gas cost of agricultural intensification with groundwater irrigation in a Midwest U.S. row cropping system. GLOBAL CHANGE BIOLOGY 2018; 24:5948-5960. [PMID: 30295393 DOI: 10.1111/gcb.14472] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Revised: 09/18/2018] [Accepted: 09/19/2018] [Indexed: 06/08/2023]
Abstract
Groundwater irrigation of cropland is expanding worldwide with poorly known implications for climate change. This study compares experimental measurements of the net global warming impact of a rainfed versus a groundwater-irrigated corn (maize)-soybean-wheat, no-till cropping system in the Midwest US, the region that produces the majority of U.S. corn and soybean. Irrigation significantly increased soil organic carbon (C) storage in the upper 25 cm, but not by enough to make up for the CO2 -equivalent (CO2 e) costs of fossil fuel power, soil emissions of nitrous oxide (N2 O), and degassing of supersaturated CO2 and N2 O from the groundwater. A rainfed reference system had a net mitigating effect of -13.9 (±31) g CO2 e m-2 year-1 , but with irrigation at an average rate for the region, the irrigated system contributed to global warming with net greenhouse gas (GHG) emissions of 27.1 (±32) g CO2 e m-2 year-1 . Compared to the rainfed system, the irrigated system had 45% more GHG emissions and 7% more C sequestration. The irrigation-associated increase in soil N2 O and fossil fuel emissions contributed 18% and 9%, respectively, to the system's total emissions in an average irrigation year. Groundwater degassing of CO2 and N2 O are missing components of previous assessments of the GHG cost of groundwater irrigation; together they were 4% of the irrigated system's total emissions. The irrigated system's net impact normalized by crop yield (GHG intensity) was +0.04 (±0.006) kg CO2 e kg-1 yield, close to that of the rainfed system, which was -0.03 (±0.002) kg CO2 e kg-1 yield. Thus, the increased crop yield resulting from irrigation can ameliorate overall GHG emissions if intensification by irrigation prevents land conversion emissions elsewhere, although the expansion of irrigation risks depletion of local water resources.
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Affiliation(s)
- Bonnie M McGill
- W. K. Kellogg Biological Station, Michigan State University, Hickory Corners, Michigan
- Department of Integrative Biology, Michigan State University, East Lansing, Michigan
| | - Stephen K Hamilton
- W. K. Kellogg Biological Station, Michigan State University, Hickory Corners, Michigan
- Department of Integrative Biology, Michigan State University, East Lansing, Michigan
- Cary Institute of Ecosystem Studies, Millbrook, New York
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, Michigan
| | - Neville Millar
- W. K. Kellogg Biological Station, Michigan State University, Hickory Corners, Michigan
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, Michigan
| | - G Philip Robertson
- W. K. Kellogg Biological Station, Michigan State University, Hickory Corners, Michigan
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, Michigan
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, Michigan
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Methods for Measuring Atmospheric Gas Transport in Agricultural and Forest Systems. ACTA ACUST UNITED AC 2015. [DOI: 10.2134/asaspecpub55.c2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/23/2023]
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Mao Y, Yannarell AC, Davis SC, Mackie RI. Impact of different bioenergy crops on N-cycling bacterial and archaeal communities in soil. Environ Microbiol 2012; 15:928-42. [DOI: 10.1111/j.1462-2920.2012.02844.x] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Mao Y, Yannarell AC, Mackie RI. Changes in N-transforming archaea and bacteria in soil during the establishment of bioenergy crops. PLoS One 2011; 6:e24750. [PMID: 21935454 PMCID: PMC3173469 DOI: 10.1371/journal.pone.0024750] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2011] [Accepted: 08/16/2011] [Indexed: 11/18/2022] Open
Abstract
Widespread adaptation of biomass production for bioenergy may influence important biogeochemical functions in the landscape, which are mainly carried out by soil microbes. Here we explore the impact of four potential bioenergy feedstock crops (maize, switchgrass, Miscanthus X giganteus, and mixed tallgrass prairie) on nitrogen cycling microorganisms in the soil by monitoring the changes in the quantity (real-time PCR) and diversity (barcoded pyrosequencing) of key functional genes (nifH, bacterial/archaeal amoA and nosZ) and 16S rRNA genes over two years after bioenergy crop establishment. The quantities of these N-cycling genes were relatively stable in all four crops, except maize (the only fertilized crop), in which the population size of AOB doubled in less than 3 months. The nitrification rate was significantly correlated with the quantity of ammonia-oxidizing archaea (AOA) not bacteria (AOB), indicating that archaea were the major ammonia oxidizers. Deep sequencing revealed high diversity of nifH, archaeal amoA, bacterial amoA, nosZ and 16S rRNA genes, with 229, 309, 330, 331 and 8989 OTUs observed, respectively. Rarefaction analysis revealed the diversity of archaeal amoA in maize markedly decreased in the second year. Ordination analysis of T-RFLP and pyrosequencing results showed that the N-transforming microbial community structures in the soil under these crops gradually differentiated. Thus far, our two-year study has shown that specific N-transforming microbial communities develop in the soil in response to planting different bioenergy crops, and each functional group responded in a different way. Our results also suggest that cultivation of maize with N-fertilization increases the abundance of AOB and denitrifiers, reduces the diversity of AOA, and results in significant changes in the structure of denitrification community.
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Affiliation(s)
- Yuejian Mao
- Energy Biosciences Institute, University of Illinois, Urbana, Illinois, United States of America
- Institute for Genomic Biology, University of Illinois, Urbana, Illinois, United States of America
| | - Anthony C. Yannarell
- Energy Biosciences Institute, University of Illinois, Urbana, Illinois, United States of America
- Institute for Genomic Biology, University of Illinois, Urbana, Illinois, United States of America
- Department of Natural Resources and Environmental Sciences, University of Illinois, Urbana, Illinois, United States of America
| | - Roderick I. Mackie
- Energy Biosciences Institute, University of Illinois, Urbana, Illinois, United States of America
- Institute for Genomic Biology, University of Illinois, Urbana, Illinois, United States of America
- Department of Animal Sciences, University of Illinois, Urbana, Illinois, United States of America
- * E-mail:
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De Gryze S, Wolf A, Kaffka SR, Mitchell J, Rolston DE, Temple SR, Lee J, Six J. Simulating greenhouse gas budgets of four California cropping systems under conventional and alternative management. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2010; 20:1805-1819. [PMID: 21049871 DOI: 10.1890/09-0772.1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Despite the importance of agriculture in California's Central Valley, the potential of alternative management practices to reduce soil greenhouse gas (GHG) emissions has been poorly studied in California. This study aims at (1) calibrating and validating DAYCENT, an ecosystem model, for conventional and alternative cropping systems in California's Central Valley, (2) estimating CO2, N2O, and CH4 soil fluxes from these systems, and (3) quantifying the uncertainty around model predictions induced by variability in the input data. The alternative practices considered were cover cropping, organic practices, and conservation tillage. These practices were compared with conventional agricultural management. The crops considered were beans, corn, cotton, safflower, sunflower, tomato, and wheat. Four field sites, for which at least five years of measured data were available, were used to calibrate and validate the DAYCENT model. The model was able to predict 86-94% of the measured variation in crop yields and 69-87% of the measured variation in soil organic carbon (SOC) contents. A Monte Carlo analysis showed that the predicted variability of SOC contents, crop yields, and N2O fluxes was generally smaller than the measured variability of these parameters, in particular for N2O fluxes. Conservation tillage had the smallest potential to reduce GHG emissions among the alternative practices evaluated, with a significant reduction of the net soil GHG fluxes in two of the three sites of 336 +/- 47 and 550 +/- 123 kg CO2-eq x ha(-1) x yr(-1) (mean +/- SE). Cover cropping had a larger potential, with net soil GHG flux reductions of 752 +/- 10, 1072 +/- 272, and 2201 +/- 82 kg CO2-eq x ha(-1) x yr(-1). Organic practices had the greatest potential for soil GHG flux reduction, with 4577 +/- 272 kg CO2-eq x ha(-1) x yr(-1). Annual differences in weather or management conditions contributed more to the variance in annual GHG emissions than soil variability did. We concluded that the DAYCENT model was successful at predicting GHG emissions of different alternative management systems in California, but that a sound error analysis must accompany the predictions to understand the risks and potentials of GHG mitigation through adoption of alternative practices.
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Affiliation(s)
- Steven De Gryze
- Department of Plant Sciences, University of California, One Shields Avenue, Davis, California 95616, USA.
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Genotypic Variation in Ammonia Volatilization Rate of Rice Shoots and Its Relationship with Nitrogen Use Efficiency. ZUOWU XUEBAO 2010. [DOI: 10.3724/sp.j.1006.2010.00879] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Kang S, Mills AL. The effect of sample size in studies of soil microbial community structure. J Microbiol Methods 2006; 66:242-50. [PMID: 16423418 DOI: 10.1016/j.mimet.2005.11.013] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2005] [Revised: 11/30/2005] [Accepted: 11/30/2005] [Indexed: 11/17/2022]
Abstract
Replicate soil samples of 0.01, 0.1, 0.25, 1.0 and 10.0 g were taken from a single, large, homogenized sample from a field maintained as continuous meadow. The samples were processed for direct enumeration of bacterial cells and community structure assays by DGGE analysis of PCR-amplified 16S-rDNA fragments from whole community extracts. The goal was to determine the sample size or size range that produced the most consistent results (i.e., mean values) and the lowest variance. Enumeration data were analyzed by ANOVA, and the community composition fingerprints were analyzed by discriminant analysis (DA). Acceptable results were obtained for sample sizes from 0.1 to 1.0 g for both enumeration and community fingerprinting, but the size that yielded the best results for both measures was 0.25 g. The results suggest that for well homogenized silt loam soils with moderate organic matter concentrations, this sample size should produce high quality consistent results. For soils that differ in organic concentrations or clay content, a reconnaissance survey similar to the present examination is recommended.
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MESH Headings
- Bacteria/genetics
- Bacteria/isolation & purification
- Colony Count, Microbial
- DNA, Bacterial/chemistry
- DNA, Bacterial/genetics
- DNA, Bacterial/isolation & purification
- DNA, Fungal/chemistry
- DNA, Fungal/genetics
- DNA, Fungal/isolation & purification
- Discriminant Analysis
- Ecosystem
- Electrophoresis, Polyacrylamide Gel
- Fungi/genetics
- Fungi/isolation & purification
- Polymerase Chain Reaction
- RNA, Ribosomal, 16S/chemistry
- RNA, Ribosomal, 16S/genetics
- Sample Size
- Soil Microbiology
- Virginia
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Affiliation(s)
- Sanghoon Kang
- Laboratory of Microbial Ecology, Department of Environmental Sciences, University of Virginia, Charlottesville, VA 22904-4123, USA
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BURKE INGRIDC, LAUENROTH WILLIAMK, CUNFER GEOFF, BARRETT JOHNE, MOSIER ARVIN, LOWE PETRA. Nitrogen in the Central Grasslands Region of the United States. Bioscience 2002. [DOI: 10.1641/0006-3568(2002)052[0813:nitcgr]2.0.co;2] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Smart DR, Bloom AJ. Wheat leaves emit nitrous oxide during nitrate assimilation. Proc Natl Acad Sci U S A 2001; 98:7875-8. [PMID: 11427711 PMCID: PMC35435 DOI: 10.1073/pnas.131572798] [Citation(s) in RCA: 65] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Nitrous oxide (N(2)O) is a key atmospheric greenhouse gas that contributes to global climatic change through radiative warming and depletion of stratospheric ozone. In this report, N(2)O flux was monitored simultaneously with photosynthetic CO(2) and O(2) exchanges from intact canopies of 12 wheat seedlings. The rates of N(2)O-N emitted ranged from <2 pmol x m(-2) x s(-1) when NH(4)(+) was the N source, to 25.6 +/- 1.7 pmol x m(-2) x s(-1) (mean +/- SE, n = 13) when the N source was shifted to NO(3)(-). Such fluxes are among the smallest reported for any trace gas emitted by a higher plant. Leaf N(2)O emissions were correlated with leaf nitrate assimilation activity, as measured by using the assimilation quotient, the ratio of CO(2) assimilated to O(2) evolved. (15)N isotopic signatures on N(2)O emitted from leaves supported direct N(2)O production by plant NO(3)(-) assimilation and not N(2)O produced by microorganisms on root surfaces and emitted in the transpiration stream. In vitro production of N(2)O by both intact chloroplasts and nitrite reductase, but not by nitrate reductase, indicated that N(2)O produced by leaves occurred during photoassimilation of NO(2)(-) in the chloroplast. Given the large quantities of NO(3)(-) assimilated by plants in the terrestrial biosphere, these observations suggest that formation of N(2)O during NO(2)(-) photoassimilation could be an important global biogenic N(2)O source.
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Affiliation(s)
- D R Smart
- Department of Vegetable Crops, University of California, Davis, CA 95616-8746, USA.
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Yamulki S, Jarvis SC. Automated chamber technique for gaseous flux measurements: Evaluation of a photoacoustic infrared spectrometer-trace gas analyzer. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1998jd100082] [Citation(s) in RCA: 53] [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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Grundmann GL, Lensi R, Chalamet A. Delayed NH 3 and N 2 O uptake by maize leaves. THE NEW PHYTOLOGIST 1993; 124:259-263. [PMID: 33874349 DOI: 10.1111/j.1469-8137.1993.tb03815.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
15 N was used to give evidence of NH3 and N2 O absorption by maize leaves. A short-term labelling method (90 min) was chosen with high NH3 concentration (40 μ1 1-1 ) to assess uptake mechanisms. Two initial entry pathways were suggested for NH3 : fast uptake with immediate metabolism and fast storage with progressive metabolism. A storage compartment delayed NH3 absorption after exposure. Similar mechanisms might be involved in N2 O uptake.
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Affiliation(s)
- G L Grundmann
- Laboratoire d'Ecologie Microbienne du Sol, URA CNRS 1450, Université Claude Bernard Lyon I, 43 Bd du 11 Novembre 1918, 69622 Villeurbanne Cedex France
| | - R Lensi
- Laboratoire d'Ecologie Microbienne du Sol, URA CNRS 1450, Université Claude Bernard Lyon I, 43 Bd du 11 Novembre 1918, 69622 Villeurbanne Cedex France
| | - A Chalamet
- Laboratoire d'Ecologie Microbienne du Sol, URA CNRS 1450, Université Claude Bernard Lyon I, 43 Bd du 11 Novembre 1918, 69622 Villeurbanne Cedex France
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Brunke EG, Scheel H, Seiler W. Trends of tropospheric CO, N2O and CH4 as observed at cape point, South Africa. ACTA ACUST UNITED AC 1990. [DOI: 10.1016/0960-1686(90)90013-d] [Citation(s) in RCA: 70] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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14
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Keller M, Kaplan WA, Wofsy SC, Da Costa JM. Emissions of N2O from tropical forest soils: Response to fertilization with NH4+, NO3−, and PO43−. ACTA ACUST UNITED AC 1988. [DOI: 10.1029/jd093id02p01600] [Citation(s) in RCA: 76] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Anderson IC, Levine JS. Simultaneous field measurements of biogenic emissions of nitric oxide and nitrous oxide. ACTA ACUST UNITED AC 1987. [DOI: 10.1029/jd092id01p00965] [Citation(s) in RCA: 112] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Anderson IC, Levine JS. Relative Rates of Nitric Oxide and Nitrous Oxide Production by Nitrifiers, Denitrifiers, and Nitrate Respirers. Appl Environ Microbiol 1986; 51:938-45. [PMID: 16347068 PMCID: PMC238991 DOI: 10.1128/aem.51.5.938-945.1986] [Citation(s) in RCA: 275] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Biogenic emissions of nitric and nitrous oxides have important impacts on the photochemistry and chemistry of the atmosphere. Although biogenic production appears to be the overwhelming source of N
2
O, the magnitude of the biogenic emission of NO is very uncertain. In soils, possible sources of NO and N
2
O include nitrification by autotrophic and heterotrophic nitrifiers, denitrification by nitrifiers and denitrifiers, nitrate respiration by fermenters, and chemodenitrification. The availability of oxygen determines to a large extent the relative activities of these various groups of organisms. To better understand this influence, we investigated the effect of the partial pressure of oxygen (pO
2
) on the production of NO and N
2
O by a wide variety of common soil nitrifying, denitrifying, and nitrate-respiring bacteria under laboratory conditions. The production of NO per cell was highest by autotrophic nitrifiers and was independent of pO
2
in the range tested (0.5 to 10%), whereas N
2
O production was inversely proportional to pO
2
. Nitrous oxide production was highest in the denitrifier
Pseudomonas fluorescens
, but only under anaerobic conditions. The molar ratio of NO/N
2
O produced was usually greater than unity for nitrifiers and much less than unity for denitrifiers. Chemodenitrification was the major source of both the NO and N
2
O produced by the nitrate respirer
Serratia marcescens
. Chemodenitrification was also a possible source of NO and N
2
O in nitrifier cultures but only when high concentrations of nitrite had accumulated or were added to the medium. Although most of the denitrifiers produced NO and N
2
O only under anaerobic conditions, chemostat cultures of
Alcaligenes faecalis
continued to emit these gases even when the cultures were sparged with air. Based upon these results, we predict that aerobic soils are primary sources of NO and that N
2
O is produced only when there is sufficient soil moisture to provide the anaerobic microsites necessary for denitrification by either denitrifiers or nitrifiers.
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Affiliation(s)
- I C Anderson
- National Research Council and Atmospheric Sciences Division, National Aeronautics and Space Administration Langley Research Center, Hampton, Virginia 23665-5225
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Magalh�es AMT, Chalk PM, Strong WM. Effect of nitrapyrin on nitrous oxide emission from fallow soils fertilized with anhydrous ammonia. ACTA ACUST UNITED AC 1984. [DOI: 10.1007/bf01049121] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Banin A, Lawless JG, Whitten RC. Global N2O cycles--terrestrial emissions, atmospheric accumulation and biospheric effects. ADVANCES IN SPACE RESEARCH : THE OFFICIAL JOURNAL OF THE COMMITTEE ON SPACE RESEARCH (COSPAR) 1984; 4:207-216. [PMID: 11537777 DOI: 10.1016/0273-1177(84)90564-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Tropospheric nitrous oxide concentration has increased by 0.2-0.4% per year over the period 1975 to 1982, amounting to net addition to the atmosphere of 2.8-5.6 Tg N2O-N per year. This perturbation, if continued into the future, will affect stratospheric chemical cycles, and the thermal balance of the Earth. In turn it will have direct and indirect global effects on the biosphere. Though the budget and cycles of N2O on Earth are not yet fully resolved, accumulating information and recent modelling efforts enable a more complete evaluation and better definition of gaps in our knowledge.
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Affiliation(s)
- A Banin
- NASA/Ames Research Center, Moffett Field, CA 94035, USA
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Walbridge CT. Two-Career Job Hunting. Science 1979. [DOI: 10.1126/science.206.4419.636-b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Affiliation(s)
- Charles T. Walbridge
- Environmental Research Laboratory-Duluth, Environmental Protection Agency, Duluth, Minnesota 55804
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Walbridge CT. Two-Career Job Hunting. Science 1979. [DOI: 10.1126/science.206.4419.636.b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Affiliation(s)
- Charles T. Walbridge
- Environmental Research Laboratory-Duluth, Environmental Protection Agency, Duluth, Minnesota 55804
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