Next Article in Journal
Seasonal Variability of Airborne Particulate Matter and Bacterial Concentrations in Colorado Homes
Next Article in Special Issue
Effects of a Detailed Vegetation Database on Simulated Meteorological Fields, Biogenic VOC Emissions, and Ambient Pollutant Concentrations over Japan
Previous Article in Journal
The Influence of Absolute Mass Loading of Secondary Organic Aerosols on Their Phase State
Previous Article in Special Issue
Development and Evaluation of a Comprehensive Atmospheric Emission Inventory for Air Quality Modeling in the Megacity of Bogotá
Article Menu
Issue 4 (April) cover image

Export Article

Open AccessArticle
Atmosphere 2018, 9(4), 132; https://doi.org/10.3390/atmos9040132

Refinement of Modeled Aqueous-Phase Sulfate Production via the Fe- and Mn-Catalyzed Oxidation Pathway

1
Central Research Institute of Electric Power Industry, Abiko, Chiba 270-1194, Japan
2
Department of Marine, Earth, and Atmospheric Sciences, North Carolina State University, Raleigh, NC 27607, USA
3
Graduate School of Maritime Sciences, Kobe University, Kobe, Hyogo 658-0022, Japan
4
National Institute for Environmental Studies, Tsukuba, Ibaraki 305-8506, Japan
*
Author to whom correspondence should be addressed.
Received: 28 February 2018 / Revised: 29 March 2018 / Accepted: 31 March 2018 / Published: 1 April 2018
(This article belongs to the Special Issue Regional Scale Air Quality Modelling)
Full-Text   |   PDF [17495 KB, uploaded 3 May 2018]   |  

Abstract

We refined the aqueous-phase sulfate (SO42−) production in the state-of-the-art Community Multiscale Air Quality (CMAQ) model during the Japanese model inter-comparison project, known as Japan’s Study for Reference Air Quality Modeling (J-STREAM). In Japan, SO42− is the major component of PM2.5, and CMAQ reproduces the observed seasonal variation of SO42− with the summer maxima and winter minima. However, CMAQ underestimates the concentration during winter over Japan. Based on a review of the current modeling system, we identified a possible reason as being the inadequate aqueous-phase SO42− production by Fe- and Mn-catalyzed O2 oxidation. This is because these trace metals are not properly included in the Asian emission inventories. Fe and Mn observations over Japan showed that the model concentrations based on the latest Japanese emission inventory were substantially underestimated. Thus, we conducted sensitivity simulations where the modeled Fe and Mn concentrations were adjusted to the observed levels, the Fe and Mn solubilities were increased, and the oxidation rate constant was revised. Adjusting the concentration increased the SO42− concentration during winter, as did increasing the solubilities and revising the rate constant to consider pH dependencies. Statistical analysis showed that these sensitivity simulations improved model performance. The approach adopted in this study can partly improve model performance in terms of the underestimation of SO42− concentration during winter. From our findings, we demonstrated the importance of developing and evaluating trace metal emission inventories in Asia. View Full-Text
Keywords: CMAQ; Asia; SO42−; aqueous-phase oxidation; Fe; Mn; solubility; pH dependency; emission inventory CMAQ; Asia; SO42−; aqueous-phase oxidation; Fe; Mn; solubility; pH dependency; emission inventory
Figures

Figure 1

This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).
SciFeed

Share & Cite This Article

MDPI and ACS Style

Itahashi, S.; Yamaji, K.; Chatani, S.; Hayami, H. Refinement of Modeled Aqueous-Phase Sulfate Production via the Fe- and Mn-Catalyzed Oxidation Pathway. Atmosphere 2018, 9, 132.

Show more citation formats Show less citations formats

Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.

Related Articles

Article Metrics

Article Access Statistics

1

Comments

[Return to top]
Atmosphere EISSN 2073-4433 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert
Back to Top