Machine learning and artificial intelligence to aid climate change research and preparedness

C Huntingford, ES Jeffers, MB Bonsall… - Environmental …, 2019 - iopscience.iop.org
Climate change challenges societal functioning, likely requiring considerable adaptation to
cope with future altered weather patterns. Machine learning (ML) algorithms have advanced …

[HTML][HTML] The influence of chemical composition, aerosol acidity, and metal dissolution on the oxidative potential of fine particulate matter and redox potential of the lung …

P Shahpoury, ZW Zhang, A Arangio, V Celo… - Environment …, 2021 - Elsevier
Air pollution is a major environmental health risk and it contributes to respiratory and
cardiovascular diseases and excess mortality worldwide. The adverse health effects have …

[HTML][HTML] Chemical characterization of oxygenated organic compounds in the gas phase and particle phase using iodide CIMS with FIGAERO in urban air

C Ye, B Yuan, Y Lin, Z Wang, W Hu, T Li… - Atmospheric …, 2021 - acp.copernicus.org
The atmospheric processes under polluted environments involving interactions of
anthropogenic pollutants and natural emissions lead to the formation of various and …

[HTML][HTML] An Analysis of Primary Contributing Sources to the PM2. 5 Composition in a Port City in Canada Influenced by Traffic, Marine, and Wildfire Emissions

SH Delbari, MZ Shahne, V Hosseini - Atmospheric Environment, 2024 - Elsevier
Ambient air quality, specifically fine particulate matter (PM 2.5) pollution, poses a global
health concern due to its associations with adverse health effects and persistent presence in …

Source apportionment of PM2. 5 using PMF combined online bulk and single-particle measurements: Contribution of fireworks and biomass burning

Y Zhang, W Li, L Li, M Li, Z Zhou, J Yu… - Journal of Environmental …, 2024 - Elsevier
Fireworks (FW) could significantly worsen air quality in short term during celebrations. Due
to similar tracers with biomass burning (BB), the fast and precise qualification of FW and BB …

Enhanced photochemical formation of secondary organic aerosols during the COVID-19 lockdown in Northern China

J Meng, Z Li, R Zhou, M Chen, Y Li, Y Yi, Z Ding… - Science of the Total …, 2021 - Elsevier
To eliminate the spread of a novel coronavirus breaking out in the end of 2019 (COVID-19),
the Chinese government has implemented a nationwide lockdown policy after the Chinese …

Exploring the formation of high levels of hydroxyl dicarboxylic acids at an urban background site in South China

Y Huo, X Lyu, D Yao, B Zhou, Q Yuan… - Journal of …, 2024 - Wiley Online Library
Hydroxyl dicarboxylic acids (OHDCA) are ubiquitous in the atmosphere as an important
constituent of secondary organic aerosol, yet the formation mechanisms remain unclear. At …

Oxalate formation enhanced by Fe-containing particles and environmental implications

G Zhang, Q Lin, L Peng, Y Yang, F Jiang… - … science & technology, 2018 - ACS Publications
We used a single particle mass spectrometry to online detect chemical compositions of
individual particles over four seasons in Guangzhou. Number fractions (Nfs) of all the …

Characterization of organic aerosols and their precursors in southern China during a severe haze episode in January 2017

D Chang, Z Wang, J Guo, T Li, Y Liang, L Kang… - Science of the Total …, 2019 - Elsevier
The rapid industrialization and economic development in the Pearl River Delta (PRD) region
of southern China have led to a substantial increase in anthropogenic emissions and hence …

The important role of nitrate in iron and manganese dissolution and sulfate formation in fine particles at a coastal site in Northern China

X Gao, W Li, X Sun, Y Hao, M Sun, Y Yang… - Science of The Total …, 2024 - Elsevier
Bioavailable transition trace elements, such as soluble iron (Fes) and soluble manganese
(Mns) in aerosols, play a crucial role in atmospheric sulfate formation and marine …