Statistical Analysis of Weather Effects on PM<sub>2.5</sub>-Reference-Cited by-同舟云学术

Statistical Analysis of Weather Effects on PM_2.5

Published:2012-12 Issue: Volume:610-613 Page:1033-1040
ISSN:1662-8985
Container-title:Advanced Materials Research
language:
Short-container-title:AMR

Author:

Dai Wei¹,Gao Jia Qi¹,Wang Bo²,Ouyang Feng³

Affiliation:

1. Harbin Institute of Technology

2. Shenzhen National Climate Observatory

3. Harbin Institute of Technology Shenzhen Graduate School

Abstract

Effects of weather conditions including temperature, relative humidity, wind speed, wind and direction on PM2.5 were studied using statistical methods. PM2.5 samples were collected during the summer and the winter in a suburb of Shenzhen. Then, correlations, hypothesis test and statistical distribution of PM2.5 and meteorological data were analyzed with IBM SPSS predictive analytics software. Seasonal and daily variations of PM2.5 have been found and these mainly resulted from the weather effects.

Publisher

Trans Tech Publications, Ltd.

Subject

General Engineering

Link

https://www.scientific.net/AMR.610-613.1033.pdf

Reference19 articles.

1. Dougle, P.G., Vlasenko, A.L., Veefkind, J.P., Ten Brink, H.M., Humidity dependence of the light scattering by mixtures of ammonium nitrate, ammonium sulfate and soot. Journal of Aerosol Science 27 (1996) 513-514.

2. Lee, C.G., Yuan, C.S., Chang, J.C., Yuan, C., Effects of aerosol species on atmospheric visibility in Kaohsiung city, Taiwan. Journal of the Air & Waste Management Association 55 (2005) 1031-1041.

3. Yuan, C.S., Lee, C.G., Liu, S.H., et al., Correlation of atmospheric visibility with chemical composition of Kaohsiung aerosols. Atmospheric Research 82 (2006) 663-679.

4. Mary Hardin and Ralph Kahn. Aerosols and Climate Change. http: /earthobservatory. nasa. gov/Features/Aerosols/ (2010).

5. Lee, J.T., Kim, H., Hong, Y.C., Kwon, H.J., Schwartz, J., Christiani, D.C., Air pollution and daily mortality in seven major cities of Korea, 1991-1997, Environment Research 84 (2000) 247-254.

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An ensemble interval prediction model with change point detection and interval perturbation-based adjustment strategy: A case study of air quality;Expert Systems with Applications;2023-07

2. Spatiotemporal Heterogeneity and the Key Influencing Factors of PM2.5 and PM10 in Heilongjiang, China from 2014 to 2018;International Journal of Environmental Research and Public Health;2022-09-15

3. Analysis of the impact of multiscale green landscape on urban PM2.5;Air Quality, Atmosphere & Health;2022-01-06

4. Relationship between the Formation of PM2.5 and Meteorological Factors in Northern China: The Periodic Characteristics of Wavelet Analysis;Advances in Meteorology;2021-12-23

5. Analysis of the driving factors of PM2.5 concentration in the air: A case study of the Yangtze River Delta, China;Ecological Indicators;2020-03