Influence and prediction of PM2. 5 through multiple environmental variables in China

H Jin, X Chen, R Zhong, M Liu - Science of The Total Environment, 2022 - Elsevier
Abstract Fine particulate matter (PM2. 5) is an important indicator to measure the degree of
air pollution. With the pursuit of sustainable development of China's economy and society …

Analysis of the driving factors of PM2. 5 concentration in the air: A case study of the Yangtze River Delta, China

G Xu, X Ren, K Xiong, L Li, X Bi, Q Wu - Ecological Indicators, 2020 - Elsevier
Abstract PM2. 5 (particles< 2.5 μm in aerodynamic diameter) has become the primary
pollutant in the air of most cities in China, and it is an important index reflecting the degree of …

Spatiotemporal distribution characteristics of PM2. 5 concentration in China from 2000 to 2018 and its impact on population

H Jin, R Zhong, M Liu, C Ye, X Chen - Journal of Environmental …, 2022 - Elsevier
PM2. 5 is an important indicator reflecting changes in air quality. In recent years, affected by
climate change and human activities, the problem of environmental pollution has become …

Investigation of the spatially varying relationships of PM2. 5 with meteorology, topography, and emissions over China in 2015 by using modified geographically …

Q Yang, Q Yuan, L Yue, T Li - Environmental Pollution, 2020 - Elsevier
PM 2.5 pollution is caused by multiple factors and determining how these factors affect PM
2.5 pollution is important for haze control. In this study, we modified the geographically …

Understanding the distribution and drivers of PM2.5 concentrations in the Yangtze River Delta from 2015 to 2020 using Random Forest Regression

Z Su, L Lin, Y Chen, H Hu - Environmental Monitoring and Assessment, 2022 - Springer
Understanding the drivers of PM2. 5 is critical for the establishment of PM2. 5 prediction
models and the prevention and control of regional air pollution. In this study, the Yangtze …

Impact of Meteorological Conditions on PM2.5 Pollution in China during Winter

Y Xu, W Xue, Y Lei, Y Zhao, S Cheng, Z Ren, Q Huang - Atmosphere, 2018 - mdpi.com
Fine particulate matter (PM2. 5) poses a risk to human health. In January 2017, the PM2. 5
pollution in China was severe, and the average PM2. 5 concentration had increased by …

Spatiotemporal variation in the impact of meteorological conditions on PM2. 5 pollution in China from 2000 to 2017

Y Xu, W Xue, Y Lei, Q Huang, Y Zhao, S Cheng… - Atmospheric …, 2020 - Elsevier
Abstract Fine particulate matter (PM 2.5) concentration that exceeds standards is causing
poor air quality in most Chinese cities. Meteorological conditions are an important factor …

Analysis and accurate prediction of ambient PM2. 5 in China using Multi-layer Perceptron

R Feng, H Gao, K Luo, J Fan - Atmospheric environment, 2020 - Elsevier
Whether PM 2.5 can be long-range transported and what role secondary inorganic aerosols
play in the episodes of haze have aroused numerous debates. In this work, Multi-layer …

Research on PM2. 5 estimation and prediction method and changing characteristics analysis under long temporal and large spatial scale-A case study in China …

L Yi, T Mengfan, Y Kun, Z Yu, Z Xiaolu, Z Miao… - Science of the Total …, 2019 - Elsevier
High concentration of fine particulate matter (PM 2.5) has been shown to be a major
contributor to haze weather, which has been associated with an increased prevalence in …

Effects of Meteorological Conditions on PM2.5 Concentrations in Nagasaki, Japan

J Wang, S Ogawa - International journal of environmental research and …, 2015 - mdpi.com
The fine particulate matter (PM2. 5) problem has attracted much scientific and public
attention, due to its effects on visibility, human health, and global climate. There are three …