Nonlinear effects of agricultural drought on vegetation productivity in the Yellow River Basin, China

The Science of The Total Environment, Год журнала: 2024, Номер 948, С. 174903 - 174903

Опубликована: Июль 20, 2024

Язык: Английский

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How do neighborhood environments impact adolescent health: a comprehensive study from subjective and objective perspectives using machine learning method

Frontiers in Public Health, Год журнала: 2025, Номер 12

Опубликована: Янв. 3, 2025

Existing studies have established a linear relationship between urban environments and adolescent health, but the combined impacts of subjective objective on multi-dimensional health status (including physical mental health) not been fully explored. Furthermore, while some examined non-linear adult research specifically focusing adolescents is sparse. Using Kunming, China, as case study, we employ Random Forest model to examine subjective/objective neighborhood physical/mental health. The results indicate that environment plays more significant role in influencing adolescents. There are generally correlations threshold effects variables adolescents' status. Specifically, distance subway station, ratio traffic safety facilities, greening view index differ. Additionally, characterized by community management, image, capital tend positively influence This study provides valuable insights for planning healthy communities, environmental interventions, promotion specific dimensions among

Язык: Английский

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Nonlinear and spatial non-stationary effects of land finance on urban expansion at the county level in China: Insights from explainable spatial machine learning

Cities, Год журнала: 2025, Номер 160, С. 105850 - 105850

Опубликована: Фев. 28, 2025

Язык: Английский

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Associations between neighbourhood environment and mental health: The mediating role of different domains of physical activity

Journal of Transport & Health, Год журнала: 2025, Номер 41, С. 101998 - 101998

Опубликована: Фев. 2, 2025

Язык: Английский

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Exploring the factors influencing visits to urban parks: A case study of Beijing's central urban area

Applied Geography, Год журнала: 2025, Номер 178, С. 103613 - 103613

Опубликована: Апрель 3, 2025

Язык: Английский

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Examining the relationship among neighborhood environment, transportation-related physical activity and health

Applied Geography, Год журнала: 2025, Номер 179, С. 103634 - 103634

Опубликована: Апрель 18, 2025

Язык: Английский

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Exploring the effects of multi-dimensional geographic environment on daily sleep and physical activity based on the Actigraph data

Health & Place, Год журнала: 2024, Номер 90, С. 103370 - 103370

Опубликована: Окт. 21, 2024

Язык: Английский

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Towards Resilient Communities: Evaluating the Nonlinear Impact of the Built Environment on COVID-19 Transmission Risk in Residential Areas

Building and Environment, Год журнала: 2024, Номер 267, С. 112289 - 112289

Опубликована: Ноя. 8, 2024

Язык: Английский

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