Can we evaluate a fine-grained emission model using high-resolution atmospheric transport modelling and regional fossil fuel CO₂ observations?

References

• Cuntz M . Der Heidelberger 222Radon-Monitor: Kalibrierung, Optimierung. 1997; University of Heidelberg, Heidelberg, Germany: Anwendung. Diploma Thesis.
   Google Scholar
• Cuntz M . Carbon cycle: a dent in carbon's gold standard. Nature. 2011; 477: 547–548.
   Web of Science ®Google Scholar
• Denning A. S. , Collatz G. J. , Zhang C. , Randall D. A. , Berry J. A. , co-authors. Simulations of terrestrial carbon metabolism and atmospheric CO2 in a general circulation model: 1. Surface carbon fluxes. Tellus. B. 1996; 48: 521–542.
   Google Scholar
• Gamnitzer U. , Karstens U. , Kromer B. , Neubert R. E. M. , Meijer H. A. J. , co-authors . Carbon monoxide: a quantitative tracer for fossil fuel CO2?. J. Geophys. Res. 2006; 111: 22302.
   Web of Science ®Google Scholar
• Geels C. , Gloor M. , Ciais P. , Bousquet P. , Peylin P. , co-authors . Comparing atmospheric transport models for future regional inversions over Europe. Part 1: mapping the CO2 atmospheric signals. Atmos. Chem. Phys. 2007; 7: 3461–3479.
   Web of Science ®Google Scholar
• Gerbig C. , Körner S. , Lin J. C . Vertical mixing in atmospheric tracer transport models: error characterization and propagation. Atmos. Chem. Phys. 2008; 8: 591–602.
   Web of Science ®Google Scholar
• Gerbig C. , Lin J. C. , Munger J. W. , Wofsy S. C . What can tracer observations in the continental boundary layer tell us about surface-atmosphere fluxes?. Atmos. Chem. Phys. 2006; 6: 539–554.
   Web of Science ®Google Scholar
• Gerbig C. , Lin J. C. , Wofsy S. C. , Daube B. C. , Andrews A. E. , co-authors . Toward constraining regional-scale fluxes of CO2 with atmospheric observations over a continent: 1. Observed spatial variability from airborne platforms. J. Geophys. Res. Atmos. 2003; 108: 4756.
   Web of Science ®Google Scholar
• Gurney K. R. , Law R. M. , Denning A. S. , Rayner P. J. , Baker D. , co-authors. Towards robust regional estimates of CO₂ sources and sinks using atmospheric transport models. Nature. 2002; 415: 626–630.
   Google Scholar
• Gurney K. R. , Mendoza D. L. , Zhou Y. , Fischer M. L. , Miller C. C. , co-authors . High resolution fossil fuel combustion CO2 emission fluxes for the United States. Environ. Sci. Technol. 2009; 43(14): 5535–5541.
   PubMed Web of Science ®Google Scholar
• Hammer S . Quantification of the regional H2 sources and sinks inferred from atmospheric trace gas variability. 2008; University of Heidelberg: PhD thesis.
   Google Scholar
• Hammer S. , Glatzel-Mattheier H. , Müller L. , Sabasch M. , Schmidt M. , Schmitt S. , co-authors . 2008. A gas chromatographic system for high-precision quasi-continuous atmospheric measurements of CO2, CH4, N2O, SF6, CO and H2, available at http://www.iup.uni-heidelberg.de/institut/forschung/groups/kk/GC_Hammer_25_SEP_2008.pdf .
   Google Scholar
• Hammer S. , Levin I . Seasonal variation of the molecular hydrogen uptake by soils inferred from continuous atmospheric observations in Heidelberg, southwest Germany. Tellus. B. 2009; 61(3): 556–565.
   Google Scholar
• Heimann M. , Keeling C. D . A three-dimensional model of atmospheric CO2 transport based on observed winds: 2. Model description and simulated tracer experiments. Aspects of Climate Variability in the Pacific and Western Americas. 1989; DC: Washington. Geophysical Monograph (ed. D. H. Peterson), Vol. 55, Max-Planck-Institut für Meteorologie, pp. 237–275..
   Google Scholar
• Hoornweg D. , Sugar L. , Gomez C. L. T . Cities and greenhouse gas emissions: moving forward. Environ. Urban. 2011; 23: 207–227.
   Web of Science ®Google Scholar
• IPCC. Solomon S , Qin D , Manning M , Chen Z , Marquis M , etal. Climate change 2007: the physical science basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. 2007; Cambridge: Cambridge University Press. pp. 135–145.
   Google Scholar
• Jutzi S . Verteilung der Boden-222Radon-Exhalation in Europa. 2001; Institut für Umweltphysik, Ruprecht-Karls Universität Heidelberg: State Examination Thesis.
   Google Scholar
• Karstens U. , Nolte-Holube R. , Rockel B . Calculation of the water budget over the Baltic Sea catchment area using the regional forecast model REMO for June 1993. Tellus. A. 1996; 48: 684–692.
   Google Scholar
• Kennedy C. , Ramaswami A. , Carney S. , Dhakal S . Greenhouse gas emission baselines for global cities and metropolitan regions. Proceedings of the 5th Urban Research Symposium. 2009. Marseille, France, 28–30 June 2009.
   Google Scholar
• Kretschmer R. , Gerbig C. , Karstens U. , Koch F.-T . Error characterization of CO2 vertical mixing in the atmospheric transport model WRF-VPRM. Atmos. Chem. Phys. 2012; 12: 2441–2458.
   Web of Science ®Google Scholar
• Kromer B. , Münnich K. O . Taylor R. E. , Long A. , Kra R. S . CO2 gas proportional counting in radiocarbon dating—review and perspective. Radiocarbon After Four Decades. 1992; Springer-Verlag, New York. 184–197.
   Google Scholar
• Law R. M . Variations in modelled atmospheric transport of carbon dioxide and the consequences for CO2 inversions. Global. Biogeochem. Cycles. 1996; 10(4): 783–796.
   Web of Science ®Google Scholar
• Levin I. , Born M. , Cuntz M. , Langendörfer U. , Mantsch S. , co-authors. Observations of atmospheric variability and soil exhalation rate of radon-222 at a Russian forest site. Technical approach and deployment for boundary layer studies. Tellus. B. 2002; 54: 462–475.
   Google Scholar
• Levin I. , Glatzel-Mattheier H. , Marik T. , Cuntz M. , Schmidt M. , Worthy D. E. J . Verification of German methane emission inventories and their recent changes based on atmospheric observations. J. Geophys. Res. 1999; 104: 3447–3456.
   Web of Science ®Google Scholar
• Levin I. , Hammer S. , Eichelmann E. , Vogel F. R . Verification of greenhouse gas emission reductions: the prospect of atmospheric monitoring in polluted areas. Philos. Transact. A. Math. Phys. Eng. Sci. 2011; 369(1943): 1906–1924.
   Web of Science ®Google Scholar
• Levin I. , Karstens U . Dolman A. J. , Freibauer A. , Valentini R . Quantifying fossil fuel CO2 over Europe. Observing the Continental Scale Greenhouse Gas Balance of Europe. 2007a; Springer-Verlag, Heidelberg. 245–250.
   Google Scholar
• Levin I. , Karstens U . Inferring high-resolution fossil fuel CO2 records at continental sites from combined 14CO2 and CO observations. Tellus. B. 2007b; 59: 245–250.
   Google Scholar
• Levin I. , Kromer B. , Schmidt M. , Sartorius H . A novel approach for independent budgeting of fossil fuel CO2 over Europe by 14CO2 observations. Geophys. Res. Lett. 2003; 30 2194..
   Web of Science ®Google Scholar
• Levin I. , Münnich K. O. , Weiss W . The effect of anthropogenic CO2 and 14C sources on the distribution of 14CO2 in the atmosphere. Radiocarbon. 1980; 22: 379–391.
   Web of Science ®Google Scholar
• Levin I. , Rödenbeck C . Can the envisaged reductions of fossil fuel CO2 emissions be detected by atmospheric observations?. Naturwissenschaften. 2008; 95(3): 203–208.
   Web of Science ®Google Scholar
• Lin J. C. , Gerbig C. , Wofsy S. C. , Andrews A. E. , Daube B. C. , co-authors . A near-field tool for simulating the upstream influence of atmospheric observations: the Stochastic Time-Inverted Lagrangian Transport (STILT) model. J. Geophys. Res. 2003; 108 4493..
   Web of Science ®Google Scholar
• Nassar R. , Napier-Linton L. , Gurney K. R. , Andres R. J. , Oda T. , co-authors . Improving the temporal and spatial distribution of CO2 emissions from global fossil fuel emission data sets. J. Geophys. Res. 2013; 118: 917–933.
   Web of Science ®Google Scholar
• Neubert R. E. M. , Spijkervet L. L. , Schut J. K. , Been H. A. , Meijer H. A. J . A computer-controlled continuous air drying and flask sampling system. J. Atmos. Ocean. Technol. 2004; 21: 651–659.
   Web of Science ®Google Scholar
• Nisbet E. , Weiss R . Top-down versus bottom-up. Science. 2010; 328(5983): 1241–1243.
   PubMed Web of Science ®Google Scholar
• Oda T. , Maksyutov S . A very high-resolution (1 km×1 km) global fossil fuel CO2 emission inventory derived using a point source database and satellite observations of night-time lights. Atmos. Chem. Phys. 2011; 11: 543–556.
   Web of Science ®Google Scholar
• Olivier J. G. J. , Van Aardenne J. A. , Dentener F. J. , Pagliari V. , Ganzeveld L. N. , co-authors . Recent trends in global greenhouse gas emissions: regional trends 1970–2000 and spatial distribution of key sources in 2000. Environ. Sci. 2005; 2(2–3): 81–99.
   Google Scholar
• Pacala S. W. , Breidenich C. , Brewer P. G. , Fung I. Y. , Gunson M. R. , co-authors. Verifying Greenhouse Gas Emissions: Methods to Support International Climate Agreements. 2010; Committee on Methods for Estimating Greenhouse Gas Emissions; National Research Council, National Academic Press, Washington, D.C.
   Google Scholar
• Peters W. , Jacobson A. R. , Sweeney C. , Andrews A. E. , Conway T. , co-authors. An atmospheric perspective on North American carbon dioxide exchange: CarbonTracker. Proc. Natl. Acad. Sci. 2007; 104(48): 18925–18930.
   PubMed Web of Science ®Google Scholar
• Peylin P. , Houweling S. , Krol M. C. , Karstens U. , Rödenbeck C. , co-authors . Importance of fossil fuel emission uncertainties over Europe for CO2 modelling: model intercomparison. Atmos. Chem. Phys. 2011; 11: 6607–6622.
   Web of Science ®Google Scholar
• Pregger T. , Friedrich R . Effective pollutant emission heights for atmospheric transport modelling based on real-world information. Environ. Pollut. 2009; 157(2): 552–560.
   Web of Science ®Google Scholar
• Rödenbeck C. , Houweling S. , Gloor M. , Heimann M . Time-dependent atmospheric CO2 inversions based on interannually varying tracer transport. Tellus. B. 2003; 55: 488–497.
   Google Scholar
• Schimel D. , Alves D. , Enting I. , Heimann M. , Joos F , Raynaud D. , co-authors . Houghton J. T , Meira Filho L. G , Callander B. A , Harris N , Kattenberg A , Maskell K . Radiative forcing of climate change. Climate Change 1995: The Science of Climate Change. 1996; New York: Cambridge University Press. 65–131. chap. 2.
   Google Scholar
• Schmidt M. , Glatzel-Mattheier H. , Sartorious H. , Worthy D. E. J. , Levin I . Western European N2O emissions: a top-down approach based on atmospheric observations. J. Geophys. Res. 2001; 106: 5507–5516.
   Web of Science ®Google Scholar
• Schüßler W . Effektive Parameter zur Bestimmung des Gasaustauschs zwischen Boden und Atmosphäre. 1996; University of Heidelberg, Germany. PhD thesis.
   Google Scholar
• Song C. , Qu Z. , Blumm N. , Barabasi A . Limits of predictability in human mobility. Science. 2010; 327(5968): 1018–1021.
   PubMed Web of Science ®Google Scholar
• Spivakovsky C. M. , Logan J. A. , Montzka S. A. , Balkanski Y. J. , Foreman-Fowler M. , co-authors. Three-dimensional climatological distribution of tropospheric OH: update and evaluation. J. Geophys. Res. 2000; 105: 8931–8980.
   Web of Science ®Google Scholar
• Szegvary T. , Conen F. , Stöhlker U. , Dubois G. , Bossew P. , co-authors. Mapping terrestrial γ-dose rate in Europe based on routine monitoring data. Radiat. Meas. 2007; 42: 1561–1572.
   Web of Science ®Google Scholar
• Turnbull J. C. , Miller J. B. , Lehman S. J. , Tans P. P. , Sparks R. J. , co-authors. Comparison of 14CO2, CO, and SF6 as tracers for recently added fossil fuel CO2 in the atmosphere and implications for biological CO2 exchange. Geophys. Res. Lett. 2006; 33: L01817.
   Web of Science ®Google Scholar
• Vogel F. R . 14CO2-calibrated carbon monoxide as proxy to estimate the regional fossil fuel CO2 component at hourly resolution. 2010; Ruprecht-Karls University Heidelberg, Germany. PhD thesis.
   Google Scholar
• Vogel F. R. , Hammer S. , Steinhof A. , Kromer B. , Levin I . Implication of weekly and diurnal 14C calibration on hourly estimates of CO-based fossil fuel CO2 at a moderately polluted site in southwestern Germany. Tellus. B. 2010; 62: 512–520.
   Google Scholar
• Vogel F. R. , Ishizawa M. , Chan E. , Chan D. , Hammer S. , co-authors . Regional non-CO2 greenhouse gas fluxes inferred from atmospheric measurements in Ontario, Canada. J. Integr. Environ. Sci. 2012; 9: 41–55.
   Web of Science ®Google Scholar
• Zhang K. , Feichter J. , Kazil J. , Wan H. , Zhuo W. , co-authors. Radon activity in the lower troposphere and its impact on ionization rate: a global estimate using different radon emissions. Atmos. Chem. Phys. 2011; 11(15): 7817–7838.
   Web of Science ®Google Scholar