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 …
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 …
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 …
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 …
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 …
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 …
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
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 …
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
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 …
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 …
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 …
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 …
attention, due to its effects on visibility, human health, and global climate. There are three …