Estimating spatiotemporal variation in ambient ozone exposure during 2013–2017 using a data-fusion model
Since 2013, clean-air actions in China have reduced ambient concentrations of PM2. 5.
However, recent studies suggest that ground surface O3 concentrations increased over the …
However, recent studies suggest that ground surface O3 concentrations increased over the …
[HTML][HTML] Spatiotemporal distributions of surface ozone levels in China from 2005 to 2017: A machine learning approach
In recent years, ground-level ozone has become a severe ambient pollutant in major urban
areas of China, which has adverse impacts on population health. However, in-situ …
areas of China, which has adverse impacts on population health. However, in-situ …
[HTML][HTML] Evaluating the spatiotemporal ozone characteristics with high-resolution predictions in mainland China, 2013–2019
Evaluating ozone levels at high resolutions and accuracy is crucial for understanding the
spatiotemporal characteristics of ozone distribution and assessing ozone exposure levels in …
spatiotemporal characteristics of ozone distribution and assessing ozone exposure levels in …
Spatiotemporal prediction of daily ambient ozone levels across China using random forest for human exposure assessment
In China, ozone pollution shows an increasing trend and becomes the primary air pollutant
in warm seasons. Leveraging the air quality monitoring network, a random forest model is …
in warm seasons. Leveraging the air quality monitoring network, a random forest model is …
Random forest model based fine scale spatiotemporal O3 trends in the Beijing-Tianjin-Hebei region in China, 2010 to 2017
R Ma, J Ban, Q Wang, Y Zhang, Y Yang, MZ He… - Environmental …, 2021 - Elsevier
Ambient ozone (O 3) concentrations have shown an upward trend in China and its health
hazards have also been recognized in recent years. High-resolution exposure data based …
hazards have also been recognized in recent years. High-resolution exposure data based …
[HTML][HTML] Health impacts of long-term ozone exposure in China over 2013–2017
Increasing ozone concentrations are becoming a severe problem for air pollution in China
and have an adverse impact on human health. Here we evaluate premature deaths …
and have an adverse impact on human health. Here we evaluate premature deaths …
Estimation of health and economic benefits based on ozone exposure level with high spatial-temporal resolution by fusing satellite and station observations
S Liang, X Li, Y Teng, H Fu, L Chen, J Mao… - Environmental …, 2019 - Elsevier
In recent years, ozone pollution has become more and more serious in China. Several
epidemiological studies have demonstrated the correlation between short-term ozone …
epidemiological studies have demonstrated the correlation between short-term ozone …
An ensemble learning approach for estimating high spatiotemporal resolution of ground-level ozone in the contiguous United States
In this paper, we integrated multiple types of predictor variables and three types of machine
learners (neural network, random forest, and gradient boosting) into a geographically …
learners (neural network, random forest, and gradient boosting) into a geographically …
Improving satellite-based estimation of surface ozone across China during 2008–2019 using iterative random forest model and high-resolution grid meteorological …
China is faced with increasing ozone pollution due to rapid economic development and
urbanization. Although the ground monitoring network provides continuous real-time ozone …
urbanization. Although the ground monitoring network provides continuous real-time ozone …
Anthropogenically and meteorologically modulated summertime ozone trends and their health implications since China's clean air actions
D Yan, Z Jin, Y Zhou, M Li, Z Zhang, T Wang… - Environmental …, 2024 - Elsevier
Elevated ozone (O 3) has emerged as the major air quality concern since China's clean air
actions, offsetting the health benefits gained from improved air quality. Given the shifted …
actions, offsetting the health benefits gained from improved air quality. Given the shifted …