Artificial intelligence technologies for forecasting air pollution and human health: a narrative review
Air pollution is a major issue all over the world because of its impacts on the environment
and human beings. The present review discussed the sources and impacts of pollutants on …
and human beings. The present review discussed the sources and impacts of pollutants on …
Garbage in, garbage out: mitigating risks and maximizing benefits of AI in research
B Hanson, S Stall, J Cutcher-Gershenfeld… - Nature, 2023 - nature.com
Artificial-intelligence tools are transforming data-driven science—better ethical standards
and more robust data curation are needed to fuel the boom and prevent a bust. Components …
and more robust data curation are needed to fuel the boom and prevent a bust. Components …
[HTML][HTML] COPD deaths attributable to ozone in 2019 and future projections using the WHO AQG 2021 in urban China
Chronic obstructive pulmonary disease (COPD) is an epidemic in China. Ozone is a
possible risk factor of COPD, with ozone concentrations increasing in China, despite air …
possible risk factor of COPD, with ozone concentrations increasing in China, despite air …
[HTML][HTML] A new ChatGPT-empowered, easy-to-use machine learning paradigm for environmental science
H An, X Li, Y Huang, W Wang, Y Wu, L Liu… - Eco-Environment & …, 2024 - Elsevier
The quantity and complexity of environmental data show exponential growth in recent years.
High-quality big data analysis is critical for performing a sophisticated characterization of the …
High-quality big data analysis is critical for performing a sophisticated characterization of the …
Inequalities in air pollution exposure and attributable mortality in a low carbon future
Understanding the costs and benefits of climate change mitigation and adaptation options is
crucial to justify and prioritize future decarbonization pathways to achieve net zero. Here, we …
crucial to justify and prioritize future decarbonization pathways to achieve net zero. Here, we …
The contribution of emission sources to the future air pollution disease burden in China
Air pollution exposure is a leading public health problem in China. Despite recent air quality
improvements, fine particulate matter (PM 2.5) exposure remains large, the associated …
improvements, fine particulate matter (PM 2.5) exposure remains large, the associated …
Emission sector impacts on air quality and public health in China from 2010 to 2020
Anthropogenic emissions and ambient fine particulate matter (PM2. 5) concentrations have
declined in recent years across China. However, PM2. 5 exposure remains high, ozone (O3) …
declined in recent years across China. However, PM2. 5 exposure remains high, ozone (O3) …
[HTML][HTML] Causal-Inference Machine Learning Reveals the Drivers of China's 2022 Ozone Rebound
L Wang, B Chen, J Ouyang, Y Mu, L Zhen… - Environmental Science …, 2025 - Elsevier
Ground-level ozone concentrations rebounded significantly across China in 2022,
challenging air quality management and public health. Identifying the drivers of this rebound …
challenging air quality management and public health. Identifying the drivers of this rebound …
Emulation of a chemical transport model to assess air quality under future emission scenarios for the southwest of western Australia
S Vander Hoorn, JS Johnson, K Murray, R Smit… - Atmosphere, 2022 - mdpi.com
Simulation outputs from chemical transport models (CTMs) are essential to plan effective air
quality policies. A key strength of these models is their ability to separate out source-specific …
quality policies. A key strength of these models is their ability to separate out source-specific …
Uncertainty quantification in reduced‐order gas‐phase atmospheric chemistry modeling using ensemble SINDy
Uncertainty quantification during atmospheric chemistry modeling is computationally
expensive as it typically requires a large number of simulations using complex models. As …
expensive as it typically requires a large number of simulations using complex models. As …