Data-driven analysis and predictive modelling of hourly Air Quality Index (AQI) using deep learning techniques: a case study of Azamgarh, India

Theoretical and Applied Climatology, Год журнала: 2025, Номер 156(1)

Опубликована: Янв. 1, 2025

Язык: Английский

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Lung function-associated exposome profile in the era of climate change: Pooled analysis of 8 population-based European cohorts within the EXPANSE project

Environment International, Год журнала: 2025, Номер 196, С. 109269 - 109269

Опубликована: Янв. 10, 2025

The independent and interrelated long-term effects of the exposome such as air pollution, greenness, ambient temperature on lung function are not well understood, yet relevant in light climate change. Pre-bronchodilation FEV1 from five mature birth cohorts (N = 4724) three adult 6052) European countries were used to assess cross-sectional associations with temperature, assigned their residential address. All two-way interactions square terms a priori included building final elastic net regression model. Elastic results put into context different environmental scenarios improvement quality, change, or combinations. z-scores identified non-zero coefficients for many interaction terms, indicating importance joint exposure temperature. bigger more stable adults than children. Upon exploring benefits scenarios, an was expected scenario improving quality greenness. In contrast, negative changes characterized by daily increase summer decrease winter. beneficial pollution greenness attenuated presence Complex profiles showed adults, less extent children adolescents. Climate change seems have impact modifies association greenspace function.

Язык: Английский

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Spatial-temporal analysis of urban air pollution related exposure and health impacts: Driving human-centered regulation and control

Urban Climate, Год журнала: 2024, Номер 58, С. 102161 - 102161

Опубликована: Окт. 12, 2024

Язык: Английский

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From Biobanking to Personalized Medicine: the journey of the Estonian Biobank

medRxiv (Cold Spring Harbor Laboratory), Год журнала: 2024, Номер unknown

Опубликована: Сен. 24, 2024

Abstract Large biobanks have set a new standard for research and innovation in human genomics implementation of personalised medicine. The Estonian Biobank was founded quarter century ago, its biological specimens, clinical, health, omics, lifestyle data been included over 800 publications to date. What makes the biobank unique internationally is translational focus, with active efforts conduct clinical studies based on genetic findings, explore effects return results participants. In this review we provide an overview Biobank, highlight strengths studying variation quantitative phenotypes health-related traits, development methods frameworks bringing into clinic, role as driving force implementing personalized medicine national level beyond.

Язык: Английский

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Variability in mobility-based air pollution exposure assessment: Effects of GPS tracking duration and temporal resolution of air pollution maps

Environment International, Год журнала: 2025, Номер unknown, С. 109454 - 109454

Опубликована: Апрель 1, 2025

Язык: Английский

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A Europe-wide characterization of the external exposome: A spatio-temporal analysis

Environment International, Год журнала: 2025, Номер 200, С. 109542 - 109542

Опубликована: Май 20, 2025

Язык: Английский

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