Effects of Meteorological Factors and Anthropogenic Precursors on PM<sub>2.5</sub> Concentrations in Cities in China
Fine particulate matter smaller than 2.5 μm (PM<sub>2.5</sub>) in size can significantly affect human health, atmospheric visibility, climate, and ecosystems. PM<sub>2.5</sub> has become the major air pollutant in most cities of China. However, influencing factors and their i...
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doaj-1fa27981472545eb903e774076c02c8d2020-11-25T02:27:10ZengMDPI AGSustainability2071-10502020-04-01123550355010.3390/su12093550Effects of Meteorological Factors and Anthropogenic Precursors on PM<sub>2.5</sub> Concentrations in Cities in ChinaZiyun Jing0Pengfei Liu1Tuanhui Wang2Hongquan Song3Jay Lee4Tao Xu5Yu Xing6Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng, Henan 475004, ChinaKey Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng, Henan 475004, ChinaInstitute of Urban Big Data, College of Environment and Planning, Henan University, Kaifeng, Henan 475004, ChinaInstitute of Urban Big Data, College of Environment and Planning, Henan University, Kaifeng, Henan 475004, ChinaCollege of Environment and Planning, Henan University, Kaifeng, Henan 475004, ChinaSchool of Computer and Information Engineering, Henan University, Kaifeng, Henan 475004, ChinaHenan Ecological and Environmental Monitoring Center, Zhengzhou, Henan 450000, ChinaFine particulate matter smaller than 2.5 μm (PM<sub>2.5</sub>) in size can significantly affect human health, atmospheric visibility, climate, and ecosystems. PM<sub>2.5</sub> has become the major air pollutant in most cities of China. However, influencing factors and their interactive effects on PM<sub>2.5 </sub>concentrations remain unclear. This study used a geographic detector method to quantify the effects of anthropogenic precursors (AP) and meteorological factors on PM<sub>2.5 </sub>concentrations in cities of China. Results showed that impacts of meteorological conditions and AP on PM<sub>2.5</sub> have significant spatio-temporal disparities. Temperature was the main influencing factor throughout the whole year, which can explain 27% of PM<sub>2.5</sub> concentrations. Precipitation and temperature were primary impacting factors in southern and northern China, respectively, at the annual time scale. In winter, AP had stronger impacts on PM<sub>2.5</sub> in northern China than in other seasons. Ammonia had stronger impacts on PM<sub>2.5</sub> than other anthropogenic precursors in winter. The interaction between all factors enhanced the formation of PM<sub>2.5 </sub>concentrations. The interaction between ammonia and temperature had strongest impacts at the national scale, explaining 46% (<i>q</i> = 0.46) of PM<sub>2.5 </sub>concentrations. The findings comprehensively elucidated the relative importance of driving factors in PM<sub>2.5</sub> formation, which can provide basic foundations for understanding the meteorological and anthropogenic influences on the concentration patterns of PM<sub>2.5</sub>.https://www.mdpi.com/2071-1050/12/9/3550PM<sub>2.5</sub>particulate matterinteractionsGeoDetectorair quality |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ziyun Jing Pengfei Liu Tuanhui Wang Hongquan Song Jay Lee Tao Xu Yu Xing |
spellingShingle |
Ziyun Jing Pengfei Liu Tuanhui Wang Hongquan Song Jay Lee Tao Xu Yu Xing Effects of Meteorological Factors and Anthropogenic Precursors on PM<sub>2.5</sub> Concentrations in Cities in China Sustainability PM<sub>2.5</sub> particulate matter interactions GeoDetector air quality |
author_facet |
Ziyun Jing Pengfei Liu Tuanhui Wang Hongquan Song Jay Lee Tao Xu Yu Xing |
author_sort |
Ziyun Jing |
title |
Effects of Meteorological Factors and Anthropogenic Precursors on PM<sub>2.5</sub> Concentrations in Cities in China |
title_short |
Effects of Meteorological Factors and Anthropogenic Precursors on PM<sub>2.5</sub> Concentrations in Cities in China |
title_full |
Effects of Meteorological Factors and Anthropogenic Precursors on PM<sub>2.5</sub> Concentrations in Cities in China |
title_fullStr |
Effects of Meteorological Factors and Anthropogenic Precursors on PM<sub>2.5</sub> Concentrations in Cities in China |
title_full_unstemmed |
Effects of Meteorological Factors and Anthropogenic Precursors on PM<sub>2.5</sub> Concentrations in Cities in China |
title_sort |
effects of meteorological factors and anthropogenic precursors on pm<sub>2.5</sub> concentrations in cities in china |
publisher |
MDPI AG |
series |
Sustainability |
issn |
2071-1050 |
publishDate |
2020-04-01 |
description |
Fine particulate matter smaller than 2.5 μm (PM<sub>2.5</sub>) in size can significantly affect human health, atmospheric visibility, climate, and ecosystems. PM<sub>2.5</sub> has become the major air pollutant in most cities of China. However, influencing factors and their interactive effects on PM<sub>2.5 </sub>concentrations remain unclear. This study used a geographic detector method to quantify the effects of anthropogenic precursors (AP) and meteorological factors on PM<sub>2.5 </sub>concentrations in cities of China. Results showed that impacts of meteorological conditions and AP on PM<sub>2.5</sub> have significant spatio-temporal disparities. Temperature was the main influencing factor throughout the whole year, which can explain 27% of PM<sub>2.5</sub> concentrations. Precipitation and temperature were primary impacting factors in southern and northern China, respectively, at the annual time scale. In winter, AP had stronger impacts on PM<sub>2.5</sub> in northern China than in other seasons. Ammonia had stronger impacts on PM<sub>2.5</sub> than other anthropogenic precursors in winter. The interaction between all factors enhanced the formation of PM<sub>2.5 </sub>concentrations. The interaction between ammonia and temperature had strongest impacts at the national scale, explaining 46% (<i>q</i> = 0.46) of PM<sub>2.5 </sub>concentrations. The findings comprehensively elucidated the relative importance of driving factors in PM<sub>2.5</sub> formation, which can provide basic foundations for understanding the meteorological and anthropogenic influences on the concentration patterns of PM<sub>2.5</sub>. |
topic |
PM<sub>2.5</sub> particulate matter interactions GeoDetector air quality |
url |
https://www.mdpi.com/2071-1050/12/9/3550 |
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