Air quality indicators and AQI prediction coupling long-short term memory (LSTM) and sparrow search algorithm (SSA): A case study of Shanghai

X Liu, H Guo - Atmospheric Pollution Research, 2022 - Elsevier
Air quality indicators and air quality index (AQI) prediction are effective approaches for urban
decision-makers, planners, managers and even city residents to arrange their risk …

Causal effects of air pollution on mental health among Adults——An exploration of susceptible populations and the role of physical activity based on a longitudinal …

K Ju, L Lu, W Wang, T Chen, C Yang, E Zhang… - Environmental …, 2023 - Elsevier
Long-term exposure to air pollutants is likely to be associated with mental disorders, but
relevant studies remain limited and inconsistent, and evidence to assess causality is …

A new perspective to satellite-based retrieval of ground-level air pollution: Simultaneous estimation of multiple pollutants based on physics-informed multi-task …

Q Yang, Q Yuan, M Gao, T Li - Science of The Total Environment, 2023 - Elsevier
Remote sensing of air pollution is essential for air quality management and health risk
assessment. Many machine-learning-based retrieval models have been established for …

Long-term exposure of PM2. 5 components on the adults' depressive symptoms in China–Evidence from a representative longitudinal nationwide cohort

K Ju, L Lu, W Liao, C Yang, Z Xu, W Wang… - Science of The Total …, 2023 - Elsevier
In recent years, there is growing evidence that long-term exposure to fine particulate matter
(PM 2.5) is associated with depressive symptoms. However, little is known about the …

Assessing the air pollution abatement effect of prefabricated buildings in China

Y Li, Y Gao, X Meng, X Liu, Y Feng - Environmental Research, 2023 - Elsevier
Due to the acceleration of urbanization and industrialization, air pollutants has been
increasing, posing a major threat to human health and the ecological environment. During …

Exposure to ambient air pollution with depressive symptoms and anxiety symptoms among adolescents: a national population-based study in China

Q Jiang, X Luo, R Zheng, Z Xiang, K Zhu, Y Feng… - Journal of Psychiatric …, 2023 - Elsevier
Background Air pollution threatens adolescents' physical health and adversely affects
adolescents' mental health. Previous studies mostly focused on the effects of air pollution on …

[HTML][HTML] Associations of neighbourhood environmental attributes and socio-economic status with health-related quality of life in urban mid-aged and older adults …

A Barnett, JE Shaw, E Martino, LD Knibbs, G Poudel… - Cities, 2023 - Elsevier
This study examined the associations of objectively assessed physical features of the
neighbourhood environment with physical and mental aspects of health-related quality of life …

[HTML][HTML] Causal evidence of healthy diets, long-term PM2. 5 exposure, and kidney function decline in adults: An observational study

K Ju, C Li, J Pan - Journal of Cleaner Production, 2023 - Elsevier
Background Evidence of a causal relationship between long-term PM 2.5 exposure and
reduced kidney function is lacking in developing countries, and the potential moderating role …

Identifying the causal effects of long-term exposure to PM2.5 and ground surface ozone on individual medical costs in China—evidence from a representative …

K Ju, L Lu, J Yang, T Chen, T Lan, Z Duan, Z Xu… - BMC medicine, 2023 - Springer
Background There is little evidence on whether PM2. 5 and ground surface ozone have
consistent effects on increased individual medical costs, and there is a lack of evidence on …

Causal effects of maternal exposure to PM2. 5 during pregnancy on depression symptoms in adolescence: identifying vulnerable windows and subpopulations in a …

K Ju, L Lu, Z Wang, C Yang, T Chen, E Zhang… - Environmental …, 2023 - Elsevier
Few studies have examined the causal relationship between chronic exposure to air
pollutants during pregnancy and depression in adolescent offspring. In addition, it has not …