Systematic reduction of complex tropospheric chemical mechanisms, Part II: Lumping using a time-scale based approach

This paper presents a formal method of species lumping that can be applied automatically to intermediate compounds within detailed and complex tropospheric chemical reaction schemes. The method is based on grouping species with reference to their chemical lifetimes and reactivity structures. A metho...

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Main Authors: L. E. Whitehouse, A. S. Tomlin, M. J. Pilling
Format: Article
Language:English
Published: Copernicus Publications 2004-01-01
Series:Atmospheric Chemistry and Physics
Online Access:http://www.atmos-chem-phys.net/4/2057/2004/acp-4-2057-2004.pdf
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spelling doaj-118e698f146a449396555448c6723b112020-11-24T23:20:12ZengCopernicus PublicationsAtmospheric Chemistry and Physics1680-73161680-73242004-01-014720572081Systematic reduction of complex tropospheric chemical mechanisms, Part II: Lumping using a time-scale based approachL. E. WhitehouseA. S. TomlinM. J. PillingThis paper presents a formal method of species lumping that can be applied automatically to intermediate compounds within detailed and complex tropospheric chemical reaction schemes. The method is based on grouping species with reference to their chemical lifetimes and reactivity structures. A method for determining the forward and reverse transformations between individual and lumped compounds is developed. Preliminary application to the Leeds Master Chemical Mechanism (MCMv2.0) has led to the removal of 734 species and 1777 reactions from the scheme, with minimal degradation of accuracy across a wide range of test trajectories relevant to polluted tropospheric conditions. The lumped groups are seen to relate to groups of peroxy acyl nitrates, nitrates, carbonates, oxepins, substituted phenols, oxeacids and peracids with similar lifetimes and reaction rates with OH. In combination with other reduction techniques, such as sensitivity analysis and the application of the quasi-steady state approximation (QSSA), a reduced mechanism has been developed that contains 35% of the number of species and 40% of the number of reactions compared to the full mechanism. This has led to a speed up of a factor of 8 in terms of computer calculation time within box model simulations.http://www.atmos-chem-phys.net/4/2057/2004/acp-4-2057-2004.pdf
collection DOAJ
language English
format Article
sources DOAJ
author L. E. Whitehouse
A. S. Tomlin
M. J. Pilling
spellingShingle L. E. Whitehouse
A. S. Tomlin
M. J. Pilling
Systematic reduction of complex tropospheric chemical mechanisms, Part II: Lumping using a time-scale based approach
Atmospheric Chemistry and Physics
author_facet L. E. Whitehouse
A. S. Tomlin
M. J. Pilling
author_sort L. E. Whitehouse
title Systematic reduction of complex tropospheric chemical mechanisms, Part II: Lumping using a time-scale based approach
title_short Systematic reduction of complex tropospheric chemical mechanisms, Part II: Lumping using a time-scale based approach
title_full Systematic reduction of complex tropospheric chemical mechanisms, Part II: Lumping using a time-scale based approach
title_fullStr Systematic reduction of complex tropospheric chemical mechanisms, Part II: Lumping using a time-scale based approach
title_full_unstemmed Systematic reduction of complex tropospheric chemical mechanisms, Part II: Lumping using a time-scale based approach
title_sort systematic reduction of complex tropospheric chemical mechanisms, part ii: lumping using a time-scale based approach
publisher Copernicus Publications
series Atmospheric Chemistry and Physics
issn 1680-7316
1680-7324
publishDate 2004-01-01
description This paper presents a formal method of species lumping that can be applied automatically to intermediate compounds within detailed and complex tropospheric chemical reaction schemes. The method is based on grouping species with reference to their chemical lifetimes and reactivity structures. A method for determining the forward and reverse transformations between individual and lumped compounds is developed. Preliminary application to the Leeds Master Chemical Mechanism (MCMv2.0) has led to the removal of 734 species and 1777 reactions from the scheme, with minimal degradation of accuracy across a wide range of test trajectories relevant to polluted tropospheric conditions. The lumped groups are seen to relate to groups of peroxy acyl nitrates, nitrates, carbonates, oxepins, substituted phenols, oxeacids and peracids with similar lifetimes and reaction rates with OH. In combination with other reduction techniques, such as sensitivity analysis and the application of the quasi-steady state approximation (QSSA), a reduced mechanism has been developed that contains 35% of the number of species and 40% of the number of reactions compared to the full mechanism. This has led to a speed up of a factor of 8 in terms of computer calculation time within box model simulations.
url http://www.atmos-chem-phys.net/4/2057/2004/acp-4-2057-2004.pdf
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