University of Hertfordshire

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Modelling the dispersion of particle numbers in five European cities

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  • J. Kukkonen
  • M. Karl
  • M. P. Keuken
  • H. A. C. Denier van der Gon
  • B. R. Denby
  • Vikas Singh
  • J. Douros
  • A. Manders
  • Z. Samaras
  • N. Moussiopoulos
  • S. Jonkers
  • M. Aarnio
  • A. Karppinen
  • L. Kangas
  • S. Lützenkirchen
  • T. Petaja
  • I. Vouitsis
  • Ranjeet Sokhi
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Original languageEnglish
Pages (from-to)451–478
JournalGeoscientific Model Development
Publication statusPublished - 4 Feb 2016


We present an overview of the modelling of particle number concentrations (PNCs) in five major European cities, namely Helsinki, Oslo, London, Rotterdam, and Athens, in 2008. Novel emission inventories of particle numbers have been compiled both on urban and European scales. We used atmospheric dispersion modelling for PNCs in the five target cities and on a European scale, and evaluated the predicted results against available measured concentrations. In all the target cities, the concentrations of particle numbers (PNs) were mostly influenced by the emissions originating from local vehicular traffic. The influence of shipping and harbours was also significant for Helsinki, Oslo, Rotterdam, and Athens, but not for London. The influence of the aviation emissions in Athens was also notable. The regional background concentrations were clearly lower than the contributions originating from urban sources in Helsinki, Oslo, and Athens. The regional background was also lower than urban contributions in traffic environments in London, but higher or approximately equal to urban contributions in Rotterdam. It was numerically evaluated that the influence of coagulation and dry deposition on the predicted PNCs was substantial for the urban background in Oslo. The predicted and measured annual average PNCs in four cities agreed within approximately 26% (measured as fractional biases), except for one traffic station in London. This study indicates that it is feasible to model PNCs in major cities within a reasonable accuracy, although major challenges remain in the evaluation of both the emissions and atmospheric transformation of PNCs.


This is an Open Access article distributed under the terms of the CC Attribution 3.0 license. Published by Copernicus Publications on behalf of the European Geosciences Union.

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