[HTML][HTML] Machine learning for spatial analyses in urban areas: a sco** review

Y Casali, NY Aydin, T Comes - Sustainable cities and society, 2022‏ - Elsevier
The challenges for sustainable cities to protect the environment, ensure economic growth,
and maintain social justice have been widely recognized. Along with the digitization …

Ground-level ozone pollution in China: a synthesis of recent findings on influencing factors and impacts

T Wang, L Xue, Z Feng, J Dai, Y Zhang… - Environmental …, 2022‏ - iopscience.iop.org
Ozone (O3) in the troposphere is an air pollutant and a greenhouse gas. In mainland China,
after the Air Pollution Prevention and Action Plan was implemented in 2013—and despite …

Short-Lived Climate Forcers (Chapter 6)

S Szopa, V Naik, B Adhikary, P Artaxo, T Berntsen… - 2021‏ - pure.iiasa.ac.at
Short-lived climate forcers (SLCFs) affect climate and are, in most cases, also air pollutants.
They include aerosols (sulphate, nitrate, ammonium, carbonaceous aerosols, mineral dust …

Sustained emission reductions have restrained the ozone pollution over China

Y Wang, Y Zhao, Y Liu, Y Jiang, B Zheng, J **ng… - Nature …, 2023‏ - nature.com
Near-surface ozone pollution, associated with complex responses to changing precursor
emissions and meteorological conditions, has become one of the biggest challenges in …

[HTML][HTML] A global observational analysis to understand changes in air quality during exceptionally low anthropogenic emission conditions

RS Sokhi, V Singh, X Querol, S Finardi… - Environment …, 2021‏ - Elsevier
This global study, which has been coordinated by the World Meteorological Organization
Global Atmospheric Watch (WMO/GAW) programme, aims to understand the behaviour of …

The underappreciated role of agricultural soil nitrogen oxide emissions in ozone pollution regulation in North China

X Lu, X Ye, M Zhou, Y Zhao, H Weng, H Kong… - Nature …, 2021‏ - nature.com
Intensive agricultural activities in the North China Plain (NCP) lead to substantial emissions
of nitrogen oxides (NOx) from soil, while the role of this source on local severe ozone …

Revealing drivers of haze pollution by explainable machine learning

L Hou, Q Dai, C Song, B Liu, F Guo, T Dai… - … & Technology Letters, 2022‏ - ACS Publications
Many places on earth still suffer from a high level of atmospheric fine particulate matter
(PM2. 5) pollution. Formation of a particulate pollution event or haze episode (HE) involves …

Increased night-time oxidation over China despite widespread decrease across the globe

H Wang, H Wang, X Lu, K Lu, L Zhang, YJ Tham… - Nature …, 2023‏ - nature.com
Nitrogen oxides (NO x= NO+ NO2) emitted from combustion and natural sources are
reactive gases that regulate the composition of Earth's atmosphere. Nocturnal oxidation …

Substantially reducing global PM2.5-related deaths under SDG3.9 requires better air pollution control and healthcare

H Yue, C He, Q Huang, D Zhang, P Shi… - Nature …, 2024‏ - nature.com
Abstract The United Nations' Sustainable Development Goal (SDG) 3.9 calls for a
substantial reduction in deaths attributable to PM2. 5 pollution (DAPP). However, DAPP …

Machine learning reveals climate forcing from aerosols is dominated by increased cloud cover

Y Chen, J Haywood, Y Wang, F Malavelle… - Nature …, 2022‏ - nature.com
Aerosol–cloud interactions have a potentially large impact on climate but are poorly
quantified and thus contribute a substantial and long-standing uncertainty in climate …