Emission Inventory in Urban Road: Case Study Tangier City

  • Marwane BenhadouEmail author
  • Nadia Bufardi
  • Abdelouahid Lyhyaouyi
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 913)


The impact of transport not only affects the environment but also the health of citizens. Every day our lungs filter 15 kilos of air, and if we live in a big city or next to a highway, that air will contain pollutants emitted by vehicles, which indirectly affect our health. Currently more than 50% of the world population live in cities and the main responsible for the loss of air quality are the moving sources, in the interval between 75% and 80% of the total pollution. It will be interesting to quantify this problem by making an environmental inventory to see how urban transport affects air quality. In this paper we develop a methodology to estimate traffic flows and the main goal is to create an inventory emission, in the center of city where most pedestrians and vehicles are concentrated.


Road emission inventory Urban areas Dijkstra algorithm Wardrop principle Mobility in Tangier (Morocco) 


  1. 1.
    Rupprecht Consult. The state of the art of sustainable urban mobility plans in Europe, Edinburgh Napier University, September 2012Google Scholar
  2. 2.
    Blanc, L.: La lutte contre le rechauffement climatitique: une croisade absurde, couteuse et inutile, societe de calcul mathematique SA, Aout 2015Google Scholar
  3. 3.
    Alexopoulos, A., Assimacopoulos, D., Mitsoulis, E.: Model for traffic emissions estimation. Atmos. Environ. 27B(4), 435–446 (1993)CrossRefGoogle Scholar
  4. 4.
    Eerens, H.C., Sliggers, C.J., Van Den Hout, K.D.: The CAR model: the Dutch method to determine city street air quality. Atmos. Environ. 27B(4), 389–399 (1993)CrossRefGoogle Scholar
  5. 5.
    Xia, L., Shao, Y.: Modelling of traffic flow and air pollution emission with application to Hong Kong island. Environ. Model. Softw. 20, 1175–1188 (2005)MathSciNetCrossRefGoogle Scholar
  6. 6.
    Gois, V., Maciel, H., Noriega, L., Almeida, C., Torres, P., Mesquita, S., Ferreira, F.: A detailed urban road traffic emissions inventory model using aerial photography and GPS surveys. In: EPA’s 16th Annual International Emission Inventory Conference, 16 May 2007Google Scholar
  7. 7.
    Ahn, K., Rakha, H.: The effects of route choice decision on vehicle energy consumption and emissions. Transp. Res. Part D Transp. Environ. 13, 151–167 (2008)CrossRefGoogle Scholar
  8. 8.
    Gostadi, M., Rossi, R., Gecchele, G., Lucia, L.D.: Annual average daily traffic estimation from seasonal traffic counts. Procedia – Soc. Behav. Sci. 87, 279–291 (2013)CrossRefGoogle Scholar
  9. 9.
    Fu, M., Kelly, J.A., Clinch, J.P.: Estimating annual average daily traffic and transport emissions for a national road network: a bottom-up methodology for both nationally-aggregated and spatially-disaggregated results. J. Transp. Geogr. 58, 186–195 (2017)CrossRefGoogle Scholar
  10. 10.
    Bharadwaj, S., Ballore, S., Rohit, R., Chandel, K.: Impact of congestion on greenhouse gas emissions for road transport in Mumbai metropolitan region. In: World Conference on Transport Research, WCTR 2016, Shanghai, 10–15 July 2016Google Scholar
  11. 11.
    Bisbe, S., Raffenel, D., Beauzamy, B.: Vitesse des vehicules et emissions de co2. Societe de calcul mathematique SA, outils d aide a la decision, aout 2013Google Scholar
  12. 12.
    Grote, M., Willaims, I., Preston, J., Kemp, S.: Including congestion effects in urban road traffic co2 emissions modeling: do local government authorities have the right option? Transp. Res. Part D 43, 95–106 (2016)CrossRefGoogle Scholar
  13. 13.
  14. 14.
    Sheffi, Y.: Urban Transportation Networks. Massachusetts Institute of Technology, Prentice-Hall, Englewood Cliffs (1985)Google Scholar
  15. 15.
    Wardrop, J.G.: Some theoretical aspects of road traffic research. In: Proceeding of the Institute of Civil Engineers (1953)Google Scholar
  16. 16.
  17. 17.
    Shyram: Multiply linked lists. Accessed 7 May 2012
  18. 18.
  19. 19.
    Sustainable urban transport planing SUTP Manual, Guidance for stakeholders (2007)Google Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Marwane Benhadou
    • 1
    Email author
  • Nadia Bufardi
    • 1
  • Abdelouahid Lyhyaouyi
    • 1
  1. 1.Laboratory of Innovative Technologies, National School of Applied SciencesUAETangierMorocco

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