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| Titel |
Parametric sensitivity and uncertainty analysis of dimethylsulfide oxidation in the clear-sky remote marine boundary layer |
| VerfasserIn |
D. D. Lucas, R. G. Prinn |
| Medientyp |
Artikel
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| Sprache |
Englisch
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| ISSN |
1680-7316
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| Digitales Dokument |
URL |
| Erschienen |
In: Atmospheric Chemistry and Physics ; 5, no. 6 ; Nr. 5, no. 6 (2005-06-17), S.1505-1525 |
| Datensatznummer |
250002902
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| Publikation (Nr.) |
 copernicus.org/acp-5-1505-2005.pdf |
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| Zusammenfassung |
| Local and global sensitivity and uncertainty methods are applied to a box model of the
dimethylsulfide (DMS) oxidation cycle in the remote marine boundary layer in order to
determine the key physical and chemical parameters and sources of uncertainty. The model
considers 58 uncertain parameters, and simulates the diurnal gas-phase cycles of DMS,
SO2, methanesulfonic acid (MSA), and H2SO4 for clear-sky summertime conditions
observed over the Southern Ocean. The results of this study depend on many underlying
assumptions, including the DMS mechanism, simulation conditions, and probability
distribution functions of the uncertain parameters. A local direct integration method is
used to calculate first-order local sensitivity coefficients for infinitesimal perturbations
about the parameter means. Key parameters identified by this analysis are related to DMS
emissions, vertical mixing, heterogeneous removal, and the DMS+OH abstraction and addition
reactions. MSA and H2SO4 are also sensitive to numerous rate constants, which limits
the ability of using parameterized mechanisms to predict their concentrations. Of the
chemistry, H2SO4 is highly sensitive to the rate constants for a set of nighttime
reactions that lead to its production through a non-SO2 path initiated by the oxidation
of DMS by NO3. For the global analysis, the probabilistic collocation method is used
to propagate the uncertain parameters through the model. The concentrations of DMS and
SO2 are uncertain (1-σ) by factors of 3.5 and 2.5, respectively, while MSA and
H2SO4 have uncertainty factors that range between 4.1 and 8.6. The main sources of
uncertainty in the four species are from DMS emissions and heterogeneous scavenging, but
the uncertain rate constants collectively account for up to 59% of the total uncertainty
in MSA and 43% in H2SO4. Of the uncertain DMS chemistry, reactions that form and
destroy CH3S(O)OO and CH3SO3 are identified as important targets for reducing the
uncertainties. |
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