Si Wang1,2, Shaocai Yu 1,2, Pengfei Li1,2, Liqiang Wang1,2, Khalid Mehmood1,2, Weiping Liu1,2, Renchang Yan3, Xianjue Zheng3

  • 1 Research Center for Air Pollution and Health, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
  • 2 Key Laboratory of Environmental Remediation and Ecological Health, Ministry of Education, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
  • 3 Hangzhou Environmental Monitoring Center, Hangzhou, Zhejiang 310058, China

Received: June 17, 2016
Revised: December 9, 2016
Accepted: December 9, 2016
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Cite this article:
Wang, S., Yu, S., Li, P., Wang, L., Mehmood, K., Liu, W., Yan, R. and Zheng, X. (2017). A Study of Characteristics and Origins of Haze Pollution in Zhengzhou, China, Based on Observations and Hybrid Receptor Models. Aerosol Air Qual. Res. 17: 513-528.


  • PM2.5 was the highest in winter because of the increased local emissions.
  • The low PM2.5/PM10 values in afternoon are because of the photochemical reactions.
  • RH and wind speed were the main meteorological factors influencing PM2.5.
  • Pollutants transported from outside made a big contribution to the PM2.5 pollution.



To obtain a comprehensive picture of characteristics and sources of haze pollution in Zhengzhou, we analyzed annual air pollutant (fine particulate matter (PM2.5), inhalable particulate matter (PM10), carbon monoxide (CO), nitrogen dioxide (NO2), sulfur dioxide (SO2) and ozone (O3)) observations at nine monitoring stations from March 1, 2013 to February 28, 2014. A case study on haze pollution was carried out using observations, metrological data, aerosol optical depth (AOD) values and Hybrid receptor models. Results of annual variations of air pollutants indicated that PM2.5 pollution in Zhengzhou was the most severe. Monthly variations revealed that all air pollutants except O3 showed peak values in December because of the increased local emissions during heating, while the lowest value found in August was probably because of the favorable dispersion conditions. The monthly variation patterns of O3 concentrations show the peak values in August due to higher temperature and stronger solar radiation. The diurnal variations showed that PM2.5 concentration variations were consistent with the traffic flow. The high values of PM2.5/PM10 and PM2.5/CO occurred in the afternoon probably due to the strong photochemical reactions. Results of the case study showed that relative humidity and wind speed were the main meteorological factors influencing PM2.5 concentrations. Back trajectories show that regional transport from the northeast and southeast of Zhengzhou (such as Puyang, Kaifeng, Zhoukou, and Xuchang in Henan province) also made a big contribution to the PM2.5 pollution in Zhengzhou. Our results demonstrated that the spatial-temporal distributions of PM2.5 in Zhengzhou were determined by complex factors such as primary emissions, secondary production, meteorological conditions and local/regional-transport.

Keywords: Haze; Primary emissions; Meteorological factors; Potential sources

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