Exploring the scale effect of urban thermal environment through XGBoost model

Sustainable Cities and Society, Год журнала: 2024, Номер 114, С. 105763 - 105763

Опубликована: Авг. 23, 2024

Язык: Английский

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How Urban Morphology Relates to the Urban Heat Island Effect: A Multi-Indicator Study

Sustainability, Год журнала: 2023, Номер 15(14), С. 10787 - 10787

Опубликована: Июль 10, 2023

Urban morphology quantitatively expresses a city’s spatial structure, internal relationships, and physical form. It has advantages for predicting urban growth analyzing the current state of cities in literature. A comprehensive study on complex relationships between heat island intensity (UHII) is great importance mitigating (UHI) effect megacities. This models morphological indicators fine resolution based three aspects: building morphology, ecological infrastructure, human activities. The model accurately captures UHII by employing definition UHI effects. relationship was further examined using extreme gradient boosting (XGBoost) Shapley additive explanations (SHAP). By taking central Beijing, China as area, major findings include following: (1) Significant daytime effects were observed within research particularly during summer months, when it appears to be most severe. More than 90% region experiences varying degrees (2) significantly correlated with both 2D 3D indicators. Low sky view factor (SVF) high SVF tend mitigate UHI, whereas moderate tends aggravate UHI. (3) In densely populated areas, tall trees may more effective other forms vegetation at Based aforementioned findings, this article suggests that optimization should focus seasonality, specificity, indicator specificity megacities design planning aimed

Язык: Английский

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Exploring the diurnal variations of the driving factors affecting block-based LST in a “Furnace city” using ECOSTRESS thermal imaging

Sustainable Cities and Society, Год журнала: 2023, Номер 98, С. 104841 - 104841

Опубликована: Июль 30, 2023

Язык: Английский

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Exploring the influence of local urban heat features on park cooling effects: insights from Chinese cities

Building and Environment, Год журнала: 2024, Номер 262, С. 111782 - 111782

Опубликована: Авг. 1, 2024

Язык: Английский

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How do morphology factors affect urban heat island intensity? an approach of local climate zones in a fast-growing small city, Yangling, China

Ecological Indicators, Год журнала: 2024, Номер 161, С. 111972 - 111972

Опубликована: Апрель 1, 2024

Urban form has been confirmed to be a contributor the Heat Island (UHI) effect in metropolitan areas, but few studies have focused relationship fast-growing small cities through LCZs approach. How Local Climate Zones (LCZs) distributes and whether correlations between UHI intensity (UHII) urban differ cites large remain studied. This study mapped analyzed UHII Yangling, city China using GIS-based method. The results showed: (1) 37 % of area contained "High" "Very High" UHII, mainly areas with high building density expansive impervious surfaces. maximum Yangling was below 40 °C, which lower than that many cities. In addition, scattered formed small-scale cluster different from where large-scale agglomeration areas. (2) Unlike previous findings megacities, open Low-rise (LCZ6) most prevalent LCZ Yangling. (3) build-up (2.01 °C) significantly higher those natural types (-0.61 °C), compact (LCZ1-3) (LCZ4-6). (4) Natural factors were negatively correlated whereas positively on greater factors. These will help climate researchers planners better understand apply this knowledge build more comfortable thermal environment.

Язык: Английский

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Quantifying surface urban heat island variations and patterns: Comparison of two cities in three-stage dynamic rural–urban transition

Sustainable Cities and Society, Год журнала: 2024, Номер 109, С. 105538 - 105538

Опубликована: Май 22, 2024

Язык: Английский

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Understanding the coupling effect of multiple urban features on Land Surface Temperature in Europe

Urban forestry & urban greening, Год журнала: 2025, Номер unknown, С. 128723 - 128723

Опубликована: Фев. 1, 2025

Язык: Английский

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Data-driven real-time visualization of urban heat islands using mean radiant temperature for urban design

Energy and Buildings, Год журнала: 2025, Номер unknown, С. 115470 - 115470

Опубликована: Фев. 1, 2025

Язык: Английский

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The unrelenting global expansion of the urban heat island over the last century

The Science of The Total Environment, Год журнала: 2023, Номер 880, С. 163276 - 163276

Опубликована: Апрель 4, 2023

Язык: Английский

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How urban spatial characteristics impact surface urban heat island in subtropical high-density cities based on LCZs: A case study of Macau

Sustainable Cities and Society, Год журнала: 2024, Номер 112, С. 105587 - 105587

Опубликована: Июнь 15, 2024

Язык: Английский

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