A machine learning method to estimate PM2. 5 concentrations across China with remote sensing, meteorological and land use information

G Chen, S Li, LD Knibbs, NAS Hamm, W Cao… - Science of the Total …, 2018 - Elsevier
Background Machine learning algorithms have very high predictive ability. However, no
study has used machine learning to estimate historical concentrations of PM 2.5 (particulate …

Effects of ambient PM1 air pollution on daily emergency hospital visits in China: an epidemiological study

G Chen, S Li, Y Zhang, W Zhang, D Li… - The Lancet Planetary …, 2017 - thelancet.com
Background China is experiencing severe ambient air pollution. However, few studies
anywhere have examined the health effects of PM 1 (particulate matter with aerodynamic …

Coupling coordination relationship between urbanization and atmospheric environment security in Jinan City

W Liu, F Jiao, L Ren, X Xu, J Wang, X Wang - Journal of Cleaner …, 2018 - Elsevier
Constant urbanization growth has seriously increased the influence of urbanization
development on atmospheric environment security (AES). Thus, understanding the …

Ambient PM2.5 and PM10 Exposure and Respiratory Disease Hospitalization in Kandy, Sri Lanka

S Priyankara, M Senarathna, R Jayaratne… - International journal of …, 2021 - mdpi.com
Evidence of associations between exposure to ambient air pollution and health outcomes
are sparse in the South Asian region due to limited air pollution exposure and quality health …

Impact of air pollutants on outpatient visits for acute respiratory outcomes

R Li, N Jiang, Q Liu, J Huang, X Guo, F Liu… - International journal of …, 2017 - mdpi.com
The air pollution in China is a severe problem. The aim of our study was to investigate the
impact of air pollutants on acute respiratory outcomes in outpatients. Outpatient data from 2 …

Short-term effects of ambient fine particulate matter pollution on hospital visits for chronic obstructive pulmonary disease in Beijing, China

Y Tian, X Xiang, J Juan, J Song, Y Cao, C Huang… - Environmental …, 2018 - Springer
Background Little is known about the effect of ambient fine particulate matter (PM 2.5) on
chronic obstructive pulmonary disease (COPD) in China. The objective of this study was to …

Effect of PM2. 5 on daily outpatient visits for respiratory diseases in Lanzhou, China

G Chai, H He, Y Sha, G Zhai, S Zong - Science of the total Environment, 2019 - Elsevier
The present study assessed the effect of short-term exposure to PM 2.5 of daily outpatient
visits for respiratory diseases. Electronic records of daily outpatient visits were collected from …

Short-term effects of ambient air pollution on hospitalization for respiratory disease in Taiyuan, China: a time-series analysis

L Luo, Y Zhang, J Jiang, H Luan, C Yu, P Nan… - International journal of …, 2018 - mdpi.com
In this study, we estimated the short-term effects of ambient air pollution on respiratory
disease hospitalization in Taiyuan, China. Daily data of respiratory disease hospitalization …

Acute effects of air pollution on respiratory disease mortalities and outpatients in Southeastern China

Z Mo, Q Fu, L Zhang, D Lyu, G Mao, L Wu, P Xu… - Scientific reports, 2018 - nature.com
The objective of this study was to investigate the potential association between air pollutants
and respiratory diseases (RDs). Generalized additive models were used to analyze the …

Short-term particulate matter exposure influences nasal microbiota in a population of healthy subjects

J Mariani, C Favero, A Spinazzè, DM Cavallo… - Environmental …, 2018 - Elsevier
Background Exposure to air pollutants, such as particulate matter (PM), represents a
growing health problem. The aim of our study was to investigate whether PM could induce a …