Skip to main content

Advertisement

Log in

Variations in carbon dioxide fluxes within a city landscape: Identifying a vehicular influence

  • Published:
Urban Ecosystems Aims and scope Submit manuscript

Abstract

To date, studies examining carbon dioxide (CO2) fluxes in urban areas have been limited compared to those in rural environments. The objectives of our study were to examine the relationship between traffic volume and CO2 fluxes. We demonstrated that CO2 fluxes were strongly linked with surrounding land use, specifically impervious surfaces and traffic volume. A site near downtown Syracuse in New York State (USA) had relatively constant positive fluxes (source: +39 μmol CO2 m−2 s−1) throughout the year as a result of strong vehicular traffic influence from two nearby interstate highways. There was a strong positive relationship between traffic and CO2 fluxes (r2 = 0.93, p < 0.0001) with marked differences between the weekend days versus the workweek days. In contrast, a residential site in Syracuse was dominated by vegetative influences during the leaf-on period due to CO2 uptake by photosynthesis, reaching a maximum negative mean diurnal flux of −11 μmol CO2 m−2 s−1 around midday (sink). The spatial variations of CO2 fluxes identify the critical role played by local traffic volumes in affecting the CO2 dynamics of urban environments. Understanding the dynamic fluxes of CO2 in urban environments has important implications for local, regional and global evaluations of CO2 budgets and inventories, and carbon cycle and climate modeling.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

References

  • American Lung Association (ALA) (2002) Trends in air quality. http://www.lungusa.org. Accessed 10 Oct 2008

  • Baldocchi DD (2003) Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: Past, present and future. Glob Chang Biol 9:1–14

    Article  Google Scholar 

  • Baldocchi DD, Meyers TP (1998) On using eco-physiological, micrometeorological and biogeochemical theory to evaluate carbon dioxide, water vapor and gaseous deposition fluxes over vegetation. Agric For Meteorol 90:1–26

    Article  Google Scholar 

  • Bergeron O, Strachan IB (2011) CO2 sources and sinks in urban and suburban areas of a northern mid-latitude city. Atmos Environ 45:1564–1573

    Article  CAS  Google Scholar 

  • Bishop GA, Stedman DH (2008) A decade of on-road emissions measurements. Environ Sci Technol 42:1651–1656

    Article  CAS  PubMed  Google Scholar 

  • Buckley SM, Mitchell MJ (2011) Improvements in urban air quality: Case studies from New York State, U.S.A. Water Air Soil Pollut 214:93–106

    Article  CAS  Google Scholar 

  • C40 Cities (2011) Climate Leadership Group. Available online: http://www.c40cities.org. Accessed 20 May 2013

  • Cervero R, Duncan M (2006) Which reduces travel more: Jobs-housing balance or housing-retail mixing? J Am Plan Assoc 72(4):475–490

    Article  Google Scholar 

  • Chen H, Jia B, Lau S (2008) Sustainable urban form for Chinese compact cities: Challenges of a rapid urbanized economy. Habitat Int 32:28–40

    Article  Google Scholar 

  • Coutts AM, Beringer J, Tapper NJ (2007) Characteristics influencing the variability of urban CO2 fluxes in Melbourne, Australia. Atmos Environ 41:51–62

    Article  CAS  Google Scholar 

  • Crawford B, Christen A, Oke TR, Voogt JA, Grimmond S (2009) Carbon dioxide fluxes in two suburban neighborhoods in Vancouver, Canada. American Meteorological Society Conference proceedings. Available online: http://www.ams.confex.com/ams/pdfpapers/146715.pdf. Accessed 24 March 2010

  • Crawford B, Grimmond CSB, Christen A (2011) Five years of carbon dioxide fluxes measurements in a highly vegetated suburban area. Atmos Environ 45:1564–1573

    Article  Google Scholar 

  • Dulal HB, Brodnig G, Onoriose CG (2011) Climate change mitigation in the transport sector through urban planning: A review. Habitat Int 35(3):494–500

    Article  Google Scholar 

  • Goulden ML, Munger JW, Fan S-M, Daube BC, Wofsy SC (1996) Measurements of carbon sequestration by long-term eddy covariance: Methods and a critical evaluation of accuracy. Glob Chang Biol 2:169–182

    Article  Google Scholar 

  • Grimmond CSB, Oke TR (1999) Aerodynamic properties of urban areas derived from analysis of surface form. J Appl Meteorol 38:1262–1292

    Article  Google Scholar 

  • Grimmond CSB, King TS, Cropley FD, Nowak DJ, Souch C (2002) Local-scale fluxes of carbon dioxide in urban environments: Methodological challenges and results from Chicago. Environ Pollut 116:S243–S254

    Article  CAS  PubMed  Google Scholar 

  • Grimmond CSB, Salmond JA, Oke TR, Offerle B, Lemonsu A (2004) Flux and turbulence measurements at a densely built-up site in Marseille: Heat, mass (water and carbon dioxide), and momentum. J Geophys Res 109, D24101. doi:10.1029/2004JD004936

    Article  Google Scholar 

  • Hankey S, Marshall JD (2010) Impacts of urban form on future US passenger-vehicle greenhouse gas emissions. Energy Policy 38:4880–4887

    Article  Google Scholar 

  • Hyde KY (2011) Exploring the pattern of sprawl and its impact on urban canopy layer air temperature in Onondaga County, New York. MS Thesis. SUNY College of Environmental Science and Forestry

  • International Energy Agency (IEA) (2009) Transport, energy and CO2-moving towards sustainability. International Energy Agency, Paris. http://www.iea.org/publications/freepublications/publication/transport2009.pdf. Accessed 20 May 2013

  • Järvi L, Nordbo A, Junninen H, Riikonen A, Moilanen J, Nikinmaa E, Vesala T (2012) Seasonal and annual variation of carbon dioxide exchange in Helsinki, Finland in 2006–2010. Atmos Chem Phys Discuss 12:8355–8396. doi:10.5194/acpd-12-8355-2012

    Article  Google Scholar 

  • Kaimal JC, Finnigan JJ (1994) Atmospheric boundary layer flows: their structure and measurement. Oxford University Press, New York, p 289

  • Kljun N, Calanca P, Rotach MW, Schmid HP (2004) A simple parameterisation for flux footprint predictions. Bound-Layer Meteorol 112:503–523

    Article  Google Scholar 

  • Kok R, Annema JA, van Wee B (2011) Cost-effectiveness of greenhouse gas mitigation in transport: A review of methodological approaches and their impact. Energy Policy 39(12):7776–7793. doi:10.1016/j.enpol.2011.09.023

    Article  Google Scholar 

  • Matese A, Gioli B, Vaccari FP, Zaldei A, Miglietta F (2009) Carbon dioxide emissions of the city center of Firenze, Italy: Measurement, evaluation, and source partitioning. J Appl Meteorol Climatol 48(9):1940–1948

    Article  Google Scholar 

  • Moriwaki R, Kanda M (2004) Seasonal and diurnal fluxes of radiation, heat, water and CO2 over a suburban area. J Appl Meteorol 43:1700–1710

    Google Scholar 

  • Nicolas J-P, David D (2009) Passenger transport and CO2 emissions: What does the French transport survey tell us? Atmos Environ 43:1015–1020

    Article  CAS  Google Scholar 

  • Pataki DE, Fung AS, Nowak DJ, McPherson EG, Pouyat RV, Golubiewski N, Kennedy C, Romero Lankao P, Alig R (2007) Human settlements and the North American carbon cycle. In: King AW, Dilling L, Zimmerman GP, Fairman DM, Houghton RA, Marland G, Rose AZ, Wilbanks TJ (eds) The First State of the Carbon Cycle Report (SOCCR): The North American carbon budget and implications for the global carbon cycle. A Report by the U.S. Climate Change Science Program and the Subcommittee on Global Change Research. National Oceanic and Atmospheric Administration, National Climatic Data Center, Asheville, pp 149–156

    Google Scholar 

  • Pawlak W, Fortuniak K, Siedlecki M (2011) Carbon dioxide flux in the centre of Lodz, Poland—analysis of a 2-year eddy covariance measurement data set. Int J Climatol. doi:10.1002/joc.2247

  • Pickett STA, Cadenasso ML, Grove JM, Boone CG, Groffman PM, Irwin E, Kaushal SS, Marshall V, McGrath BP, Nilon CH, Pouyat RB, Szlavecz K, Troy A, Warren P (2011) Urban ecological systems: Scientific foundations and a decade of progress. J Environ Manag 92:331–362

    Article  CAS  Google Scholar 

  • Pilegaard K, Hummelshoj P, Jensen NO, Chen Z (2001) Two years of continuous CO2 eddy-flux measurements over a Danish beech forest. Agric For Meteorol 107:29–41

    Article  Google Scholar 

  • Pokharel SS, Bishop GA, Stedman DH (2003) Emissions reductions as a result of automobile improvement. Environ Sci Technol 37:5097–5101

    Article  CAS  PubMed  Google Scholar 

  • Potosnak MJ, Wofsy SC, Denning AS, Conway TJ, Munger JW, Barnes DH (1999) Influence of biotic exchange and combustion sources on atmospheric CO2 concentrations in New England from observations at a forest flux tower. J Geophys Res 104(D8):9561–9569

    Article  CAS  Google Scholar 

  • Ramamurthy P, Pardyjak ER (2011) Toward understanding the behavior of carbon dioxide and surface energy fluxes in the urbanized semi-arid Salt Lake Valley, Utah, USA. Atmos Environ 45:73–84

    Article  CAS  Google Scholar 

  • Satterthwaite D (2008) Cities’ contribution to global warming: Notes on the allocation of greenhouse gas emissions. Environ Urban 20(2):539–549

    Article  Google Scholar 

  • Schmid HP, Grimmond CS, Cropley F, Offerle B, Su H-B (2000) Measurements of CO2 and energy fluxes over a mixed hardwood forest in the Midwestern United States. Agric For Meteorol 103:357–374

    Article  Google Scholar 

  • Schmid HP, Su H-B, Vogel CS, Curtis PS (2003) Ecosystem–atmosphere exchange of carbon dioxide over a mixed hardwood forest in northern lower Michigan. J Geophys Res 108. doi:10.1029/2002JD003011.[Q13]

  • Soegaard H, Møller-Jensen L (2003) Towards a spatial CO2 budget of a metropolitan region based on textural image classification and flux measurements. Remote Sens Environ 87:283–294

    Article  Google Scholar 

  • UNFPA (2007) The state of the world population: Unleashing the potential of urban growth. United Nations Population Fund: NY. Available online: http://www.unfpa.org/webdav/site/global/shared/documents/publications/2007/695_filename_sowp2007_eng.pdf. Accessed 10 Oct 2008

  • US Census Bureau (2011) Population finder: Syracuse, NY. Available online: http://factfinder.census.gov. Accessed 13 Dec 2011

  • US Conference of Mayors (2008) Climate protection agreement. Available online: http://www.usmayors.org/climateprotection/agreement.htm. Accessed 20 May 2013

  • US Environmental Protection Agency (USEPA) (2008) Latest findings on national air quality: Status and trends through 2006. Office of Air Quality Planning and Standards, Air Quality Assessment Division. Publication No. EPA-454/R-07-007. http://www.epa.gov/air/airtrends/2007/report/trends_report_full.pdf. Accessed 15 Nov 2009

  • VandeWeghe JR, Kennedy CA (2007) A spatial analysis of residential greenhouse gas emissions in the Toronto census metropolitan area. J Ind Ecol 11:133–144

    Article  CAS  Google Scholar 

  • Velasco E, Roth M (2010) Cities as net sources of CO2: Review of atmospheric CO2 exchange in urban environments measured by eddy covariance technique. Geogr Compass 4(9):1238–1259

    Article  Google Scholar 

  • Velasco E, Pressley S, Allwine E, Westberg H, Lamb B (2005) Measurements of CO2 fluxes from the Mexico City urban landscape. Atmos Environ 39:7433–7446

    Article  CAS  Google Scholar 

  • Vesala T, Järvi L, Launiainen S, Sogachev A, Rannik Ü, Mammarella I, Siivola E, Keronen P, Rinne J, Riikonen A, Nikinmaa E (2008) Surface-atmosphere interactions over complex urban terrain in Helsinki, Finland. Tellus 60B:188–199

    Article  CAS  Google Scholar 

  • Vogt R, Christen A, Rotach MW, Roth M, Satyanarayana ANV (2006) Temporal dynamics of CO2 fluxes and profiles over a Central European city. Theor Appl Climatol 84:117–126

    Article  Google Scholar 

  • Wang Y, Munger JW, Xu S, McElroy MB, Hao J, Nielsen CP, Ma H (2010) Atmospheric chemistry and physics CO2 and its correlation with CO at a rural site near Beijing: Implications for combustion efficiency in China. Atmos Chem Phys 10:8881–8897

    Article  CAS  Google Scholar 

  • Webb EK, Pearman GI, Leuning R (1980) Correction of flux measurements for density effects due to heat and water vapour transfer. Q J R Meteorol Soc 106:85–100

    Article  Google Scholar 

  • Yedla S, Shrestha RM, Anandarajah G (2005) Environmentally sustainable urban transportation—comparative analysis of local emission mitigation strategies vis-à-vis GHG mitigation strategies. Transp Policy 12:245–254

    Article  Google Scholar 

Download references

Acknowledgments

The authors thank Nick Saliendra for his assistance on eddy covariance analysis and Alexis Ellis (USFS) for providing land cover wedge data. This work was supported by Syracuse Center of Excellence CARTI project award, which is supported by a grant from U.S. Environmental Protection Agency [Award No: X-83232501-0] and an NSF ULTRA –Ex grant [Award No. 0948952]. Additional support was provided for S.M. Buckley through an NSF GK-12 Fellowship. Funding for LiDAR data provided by SUNY-ESF Engineering (Chuck Kroll) and USFS and performed by Jarlath O’Neal Dunne at the University of Vermont.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shannon M. Buckley.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Buckley, S.M., Mitchell, M.J., McHale, P.J. et al. Variations in carbon dioxide fluxes within a city landscape: Identifying a vehicular influence. Urban Ecosyst 19, 1479–1498 (2016). https://doi.org/10.1007/s11252-013-0341-0

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11252-013-0341-0

Keywords

Navigation