首页 > 最新文献

Building and Environment最新文献

英文 中文
Beyond hue and heat: A multi-site experimental study of lighting–thermal interactions in human perceptions 超越色相和热量:人类感知中光-热相互作用的多地点实验研究
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-20 DOI: 10.1016/j.buildenv.2026.114264
Mateus Bavaresco , Roberta Jacoby Cureau , Ilaria Pigliautile , Marcel Schweiker , Veronica Martins Gnecco , Giorgia Chinazzo , Edit Barna , Zsofia Deme Belafi , Lorenzo Belussi , Agnese Chiucchiù , Ludovico Danza , Zhipeng Deng , Bing Dong , Natasha Hansen Gapski , Liége Garlet , Xingtong Guo , Peiman Pilehchi Ha , Hamidreza Karimian , Roberto Lamberts , Shichao Liu , Anna Laura Pisello
This multi-site experimental study investigated the Hue-Heat Hypothesis (HHH), which posits that light hues can influence human thermal perception, as well as broader cross-modal interactions between visual and thermal domains. Across 464 experimental sessions in eight test rooms around the world, participants were exposed to varied thermal conditions (∼20 °C, ∼24 °C, ∼26 °C, and ∼28 °C) and typical white-light Correlated Color Temperatures (CCT, warm light: ∼3000 K; neutral: ∼4000 K; cool light: ∼6000 K) from LED sources (horizontal illuminance: ∼500 lx). The study assessed thermal, visual, and overall perceptions. Results revealed that thermal sensation and preference were predominantly influenced by thermal conditions, gender, and the laboratory setting, indicating that no statistically significant effects were found in support of the HHH. Similarly, visual perceptions were influenced by lighting conditions but not by the thermal environment. For instance, cool light was perceived as brighter than warm light, leading participants to prefer brighter light under warm light hues. Ultimately, this research revealed the significant challenges of interlaboratory experiments in this field, as local climate and test-room characteristics complicate both the conduct and the standardization of data analysis. Our findings highlight both the limited role of white-light CCT in shaping thermal sensations and the methodological challenges of multi-site comfort research, underscoring the need for careful data harmonization and context-aware analyses in future international collaborations.
这项多地点实验研究调查了色调-热假设(HHH),该假设认为光色调可以影响人类的热感知,以及视觉和热域之间更广泛的跨模态相互作用。在全球8个试验室的464次实验中,参与者暴露于不同的热条件(~ 20°C、~ 24°C、~ 26°C和~ 28°C)和来自LED光源(水平照度:~ 500 lx)的典型白光相关色温(CCT,暖光:~ 3000 K;中性光:~ 4000 K;冷光:~ 6000 K)。该研究评估了热、视觉和整体感觉。结果显示,热感觉和偏好主要受热条件、性别和实验室环境的影响,表明没有统计学上显著的影响,支持HHH。同样,视觉感知受光照条件的影响,而不受热环境的影响。例如,冷光被认为比暖光更亮,导致参与者更喜欢暖光色调下更亮的光。最后,本研究揭示了该领域实验室间实验的重大挑战,因为当地气候和试验室的特征使数据分析的实施和标准化复杂化。我们的研究结果强调了白光CCT在形成热感觉方面的有限作用和多地点舒适性研究的方法挑战,强调了在未来的国际合作中需要仔细的数据协调和上下文感知分析。
{"title":"Beyond hue and heat: A multi-site experimental study of lighting–thermal interactions in human perceptions","authors":"Mateus Bavaresco ,&nbsp;Roberta Jacoby Cureau ,&nbsp;Ilaria Pigliautile ,&nbsp;Marcel Schweiker ,&nbsp;Veronica Martins Gnecco ,&nbsp;Giorgia Chinazzo ,&nbsp;Edit Barna ,&nbsp;Zsofia Deme Belafi ,&nbsp;Lorenzo Belussi ,&nbsp;Agnese Chiucchiù ,&nbsp;Ludovico Danza ,&nbsp;Zhipeng Deng ,&nbsp;Bing Dong ,&nbsp;Natasha Hansen Gapski ,&nbsp;Liége Garlet ,&nbsp;Xingtong Guo ,&nbsp;Peiman Pilehchi Ha ,&nbsp;Hamidreza Karimian ,&nbsp;Roberto Lamberts ,&nbsp;Shichao Liu ,&nbsp;Anna Laura Pisello","doi":"10.1016/j.buildenv.2026.114264","DOIUrl":"10.1016/j.buildenv.2026.114264","url":null,"abstract":"<div><div>This multi-site experimental study investigated the Hue-Heat Hypothesis (HHH), which posits that light hues can influence human thermal perception, as well as broader cross-modal interactions between visual and thermal domains. Across 464 experimental sessions in eight test rooms around the world, participants were exposed to varied thermal conditions (∼20 °C, ∼24 °C, ∼26 °C, and ∼28 °C) and typical white-light Correlated Color Temperatures (CCT, warm light: ∼3000 K; neutral: ∼4000 K; cool light: ∼6000 K) from LED sources (horizontal illuminance: ∼500 lx). The study assessed thermal, visual, and overall perceptions. Results revealed that thermal sensation and preference were predominantly influenced by thermal conditions, gender, and the laboratory setting, indicating that no statistically significant effects were found in support of the HHH. Similarly, visual perceptions were influenced by lighting conditions but not by the thermal environment. For instance, cool light was perceived as brighter than warm light, leading participants to prefer brighter light under warm light hues. Ultimately, this research revealed the significant challenges of interlaboratory experiments in this field, as local climate and test-room characteristics complicate both the conduct and the standardization of data analysis. Our findings highlight both the limited role of white-light CCT in shaping thermal sensations and the methodological challenges of multi-site comfort research, underscoring the need for careful data harmonization and context-aware analyses in future international collaborations.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114264"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076677","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The potential of unsteady versus steady room ventilation methods – A comparative study 不稳定与稳定房间通风方法的潜力-比较研究
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-27 DOI: 10.1016/j.buildenv.2026.114290
Eva Mesenhöller, Steffen Jacobs, Peter Vennemann
Efficient ventilation is a critical aspect of modern building design, balancing the need for good indoor air quality and increasing energy efficiency demands. For this reason, the approach of unsteady ventilation techniques was investigated in this study, in which the supply air volume flow is varied on short timescales. This study explores the comparative performance of steady and unsteady operational modes in mechanical ventilation systems under isothermal conditions, utilising 2D Particle Image Velocimetry (PIV) and a statistical design of experiments. Time-averaged and instantaneous velocity fields in the longitudinal axis of a Reynolds-scaled model room were analysed to evaluate the influence of dynamic supply flow rates on velocities in the occupied zone, and mixing by looking at spatio-temporal dominant structures and vortices. The results of the unsteady scenarios were compared with steady ventilation scenarios and existing literature in this field, but also in the field of pulsating jets. Some considerable differences in velocities, large and small-scale flow structures were found for selected operating modes, enhancing mixing and a more homogeneous velocity distribution. But effects of the flow rate variations on the investigated area were observed in all unsteady cases, e.g., the varying number of vortices or velocity fluctuations in the occupied zone.
高效通风是现代建筑设计的一个重要方面,它平衡了良好的室内空气质量和提高能源效率的需求。为此,本文研究了在短时间尺度上改变送风体积流量的非定常通风技术。本研究利用二维粒子图像测速(PIV)和实验统计设计,探讨了等温条件下机械通风系统稳态和非稳态运行模式的比较性能。通过分析雷诺数模型室纵向轴上的时间平均和瞬时速度场,通过观察时空优势结构和涡旋来评估动态供应流量对占用区速度和混合速度的影响。将非定常工况的计算结果与稳定通风工况、该领域的现有文献以及脉动射流领域的研究结果进行了比较。在不同的工作模式下,在速度、大尺度和小尺度流动结构上存在较大的差异,从而增强了混合和更均匀的速度分布。但在所有非定常情况下,都观察到流速变化对所研究区域的影响,例如,占用区域内漩涡数量的变化或速度波动。
{"title":"The potential of unsteady versus steady room ventilation methods – A comparative study","authors":"Eva Mesenhöller,&nbsp;Steffen Jacobs,&nbsp;Peter Vennemann","doi":"10.1016/j.buildenv.2026.114290","DOIUrl":"10.1016/j.buildenv.2026.114290","url":null,"abstract":"<div><div>Efficient ventilation is a critical aspect of modern building design, balancing the need for good indoor air quality and increasing energy efficiency demands. For this reason, the approach of unsteady ventilation techniques was investigated in this study, in which the supply air volume flow is varied on short timescales. This study explores the comparative performance of steady and unsteady operational modes in mechanical ventilation systems under isothermal conditions, utilising 2D Particle Image Velocimetry (PIV) and a statistical design of experiments. Time-averaged and instantaneous velocity fields in the longitudinal axis of a Reynolds-scaled model room were analysed to evaluate the influence of dynamic supply flow rates on velocities in the occupied zone, and mixing by looking at spatio-temporal dominant structures and vortices. The results of the unsteady scenarios were compared with steady ventilation scenarios and existing literature in this field, but also in the field of pulsating jets. Some considerable differences in velocities, large and small-scale flow structures were found for selected operating modes, enhancing mixing and a more homogeneous velocity distribution. But effects of the flow rate variations on the investigated area were observed in all unsteady cases, e.g., the varying number of vortices or velocity fluctuations in the occupied zone.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114290"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146185654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reevaluating the equity of urban green space distribution: a proposed method integrating urban high-temperature hot spots and temporal dimensions 城市绿地分布公平性的再评价——基于城市高温热点与时间维度的综合方法
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-24 DOI: 10.1016/j.buildenv.2026.114274
Jiongye Li , Yingwei Yan , Rudi Stouffs
The cooling capacity of Urban Green Spaces (UGS) has been widely recognized, yet how to distribute UGS to maximize their cooling effect remains a critical issue. Previous studies have revealed the unequal spatial distribution of UGS using diverse methods. However, existing evaluation approaches often fail to adequately account for sufficient temporal coverage and spatial distribution of Urban High-Temperature Hot Spots (UHS), resulting in less accurate and informative outcomes. This study proposes a novel framework to evaluate UGS distribution across multiple years in Miami-Dade County, Florida, thereby reducing the influence of occasional annual fluctuations while incorporating the spatial distribution of UHS. Applying this framework, we find that communities with high and very high socioeconomic status consistently enjoy high accessibility to UGS and low exposure to UHS. By contrast, although low and very low socioeconomic communities have experienced improvements in UGS accessibility and availability, they have also faced increasing exposure to UHS over time. Furthermore, the highest level of inequity in UGS distribution occurs in high and very high socioeconomic communities, due to some areas holding disproportionately high cooling resources while remaining largely shielded from UHS. Our findings also reveal that communities with higher proportions of white populations, higher incomes, and higher housing prices are associated with lower exposure to UHS and greater access to UGS. The proposed framework advances current research by providing an improved method for evaluating equity in UGS distribution and offers practical insights to guide urban planners in identifying inequitable communities.
城市绿地(Urban Green Spaces, UGS)的降温能力已得到广泛认可,但如何合理分配城市绿地以使其降温效果最大化仍是一个关键问题。以往的研究使用不同的方法揭示了UGS的空间分布不均匀。然而,现有的评价方法往往不能充分考虑城市高温热点(UHS)的时间覆盖范围和空间分布,导致结果的准确性和信息量不足。本研究提出了一个新的框架来评估佛罗里达州迈阿密-戴德县UGS的多年分布,从而减少了偶尔的年度波动的影响,同时纳入了UHS的空间分布。应用这一框架,我们发现社会经济地位高和非常高的社区始终享有高的UGS可及性和低的UHS暴露。相比之下,虽然低和非常低的社会经济社区在UGS的可及性和可用性方面有所改善,但随着时间的推移,他们也面临着越来越多的UHS暴露。此外,UGS分布的不平等程度最高发生在高和非常高的社会经济社区,因为一些地区拥有不成比例的高冷却资源,而在很大程度上仍然受到UHS的保护。我们的研究结果还表明,白人人口比例较高、收入较高、房价较高的社区,UHS的暴露率较低,UGS的使用率较高。该框架提供了一种评估UGS分配公平性的改进方法,从而推进了当前的研究,并为指导城市规划者识别不公平社区提供了实际见解。
{"title":"Reevaluating the equity of urban green space distribution: a proposed method integrating urban high-temperature hot spots and temporal dimensions","authors":"Jiongye Li ,&nbsp;Yingwei Yan ,&nbsp;Rudi Stouffs","doi":"10.1016/j.buildenv.2026.114274","DOIUrl":"10.1016/j.buildenv.2026.114274","url":null,"abstract":"<div><div>The cooling capacity of Urban Green Spaces (UGS) has been widely recognized, yet how to distribute UGS to maximize their cooling effect remains a critical issue. Previous studies have revealed the unequal spatial distribution of UGS using diverse methods. However, existing evaluation approaches often fail to adequately account for sufficient temporal coverage and spatial distribution of Urban High-Temperature Hot Spots (UHS), resulting in less accurate and informative outcomes. This study proposes a novel framework to evaluate UGS distribution across multiple years in Miami-Dade County, Florida, thereby reducing the influence of occasional annual fluctuations while incorporating the spatial distribution of UHS. Applying this framework, we find that communities with high and very high socioeconomic status consistently enjoy high accessibility to UGS and low exposure to UHS. By contrast, although low and very low socioeconomic communities have experienced improvements in UGS accessibility and availability, they have also faced increasing exposure to UHS over time. Furthermore, the highest level of inequity in UGS distribution occurs in high and very high socioeconomic communities, due to some areas holding disproportionately high cooling resources while remaining largely shielded from UHS. Our findings also reveal that communities with higher proportions of white populations, higher incomes, and higher housing prices are associated with lower exposure to UHS and greater access to UGS. The proposed framework advances current research by providing an improved method for evaluating equity in UGS distribution and offers practical insights to guide urban planners in identifying inequitable communities.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114274"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A comparative review of whole-life-cycle carbon emission assessment in the building sector: progress, challenges, and trends in China and globally 建筑行业全生命周期碳排放评估的比较回顾:中国与全球的进展、挑战与趋势
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-25 DOI: 10.1016/j.buildenv.2026.114294
Yueping Luo , Victor Nee Shin Bong , Jibril Adewale Bamgbade , Morshed Alam , San Chuin Liew
As a significant source of global carbon emissions, the construction industry’s full life cycle carbon emission assessment is crucial for addressing climate change. Although a substantial body of relevant research has been accumulated in academia, significant differences still exist among countries and regions in terms of research depth, system coverage, and tool application. Therefore, systematically reviewing the status, trends, and challenges of carbon emissions in the building sector holds important significance for achieving carbon neutrality goals. This study analyzed 80 peer‑reviewed papers using quantitative and qualitative methods to compare China’s research progress with that of other countries from the perspectives of research focus, methodological approach, and software tools. The results indicate that life‑cycle assessment (LCA) has become the mainstream analytical method worldwide; however, methodological subjectivity in defining system boundaries continues to limit result comparability. Chinese studies tend to emphasize emissions in the construction phase, while international research concentrates on operational and maintenance stages, revealing different developmental priorities between emerging and mature construction markets. In terms of technical tools, China still relies heavily on domestic platforms such as Glodon and less on advanced simulation tools like SimaPro or EnergyPlus, suggesting opportunities for deeper integration with international standards and digital technologies. Overall, these patterns highlight a global convergence toward comprehensive, tool‑assisted life‑cycle carbon assessment, yet also expose the uneven pace of methodological and technological advancements across regions. By quantifying these gaps, this study provides empirical and strategic insights to support the green and low‑carbon transformation of the global construction industry.
作为全球碳排放的重要来源,建筑业全生命周期碳排放评估对于应对气候变化至关重要。虽然学术界已经积累了大量相关研究成果,但各国、各地区在研究深度、体系覆盖、工具应用等方面仍存在显著差异。因此,系统地回顾建筑行业碳排放的现状、趋势和挑战,对于实现碳中和目标具有重要意义。本研究采用定量和定性方法对80篇同行评议论文进行分析,从研究重点、方法方法和软件工具等方面比较了中国与其他国家的研究进展。结果表明,生命周期评价(LCA)已成为世界范围内的主流分析方法;然而,在确定系统边界的方法上的主观性继续限制结果的可比性。中国的研究倾向于强调施工阶段的排放,而国际上的研究则集中在运营和维护阶段,这揭示了新兴和成熟建筑市场的不同发展重点。在技术工具方面,中国仍然严重依赖Glodon等国内平台,较少依赖SimaPro或EnergyPlus等先进仿真工具,这意味着与国际标准和数字技术进行更深层次整合的机会。总的来说,这些模式凸显了全球向全面的、工具辅助的生命周期碳评估的趋同,但也暴露了各地区方法和技术进步的步伐不平衡。通过量化这些差距,本研究为支持全球建筑业的绿色低碳转型提供了实证和战略见解。
{"title":"A comparative review of whole-life-cycle carbon emission assessment in the building sector: progress, challenges, and trends in China and globally","authors":"Yueping Luo ,&nbsp;Victor Nee Shin Bong ,&nbsp;Jibril Adewale Bamgbade ,&nbsp;Morshed Alam ,&nbsp;San Chuin Liew","doi":"10.1016/j.buildenv.2026.114294","DOIUrl":"10.1016/j.buildenv.2026.114294","url":null,"abstract":"<div><div>As a significant source of global carbon emissions, the construction industry’s full life cycle carbon emission assessment is crucial for addressing climate change. Although a substantial body of relevant research has been accumulated in academia, significant differences still exist among countries and regions in terms of research depth, system coverage, and tool application. Therefore, systematically reviewing the status, trends, and challenges of carbon emissions in the building sector holds important significance for achieving carbon neutrality goals. This study analyzed 80 peer‑reviewed papers using quantitative and qualitative methods to compare China’s research progress with that of other countries from the perspectives of research focus, methodological approach, and software tools. The results indicate that life‑cycle assessment (LCA) has become the mainstream analytical method worldwide; however, methodological subjectivity in defining system boundaries continues to limit result comparability. Chinese studies tend to emphasize emissions in the construction phase, while international research concentrates on operational and maintenance stages, revealing different developmental priorities between emerging and mature construction markets. In terms of technical tools, China still relies heavily on domestic platforms such as Glodon and less on advanced simulation tools like SimaPro or EnergyPlus, suggesting opportunities for deeper integration with international standards and digital technologies. Overall, these patterns highlight a global convergence toward comprehensive, tool‑assisted life‑cycle carbon assessment, yet also expose the uneven pace of methodological and technological advancements across regions. By quantifying these gaps, this study provides empirical and strategic insights to support the green and low‑carbon transformation of the global construction industry.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114294"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning for predicting soundscape: From individual-level deterministic models to group-level probabilistic models 预测音景的机器学习:从个人层面的确定性模型到群体层面的概率模型
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-02 DOI: 10.1016/j.buildenv.2026.114196
Huan Tong , Fan Xia , Andrew Mitchell , Francesco Aletta , Tin Oberman , Jian Kang
<div><div>Urban environments are used by a large number of diverse people, but existing soundscape prediction models are focused on perceptual outcomes of an idealised average individual. With respect to developing group-level soundscape prediction models, it remains unclear which factors are important for predicting soundscapes and which types of models perform better for that task. Therefore, by relying on the International Soundscape Database, this study aims at determining which factors can be used to predict soundscape and which model performs better at the group level. In this study, methods, such as correlation analysis, are used to select demographic, acoustic, visual, and geographic information factors that are significantly correlated with soundscapes. Subsequently, this study compares the performances of four models—linear regression, random forest, XGBoost, and gaussian process regression (GPR)—in soundscape prediction tasks conducted at the individual and group levels. The results show that the equivalent sound pressure level (<span><math><mrow><mo>|</mo><mi>r</mi><mo>|</mo><mo>></mo><mn>0.31</mn></mrow></math></span>), roughness (<span><math><mrow><mo>|</mo><mi>r</mi><mo>|</mo><mo>></mo><mn>0.34</mn></mrow></math></span>), total harmonic distortion (<span><math><mrow><mo>|</mo><mi>r</mi><mo>|</mo><mo>></mo><mn>0.31</mn></mrow></math></span>), relative approach (<span><math><mrow><mo>|</mo><mi>r</mi><mo>|</mo><mo>></mo><mn>0.30</mn></mrow></math></span>) and vegetation (<span><math><mrow><mo>|</mo><mi>r</mi><mo>|</mo><mo>></mo><mn>0.48</mn></mrow></math></span>) are important to the soundscape prediction. The performance of the GPR model is better than the other three models at the individual level <span><math><mrow><mo>(</mo><msubsup><mi>R</mi><mrow><mi>ISOPleasant</mi></mrow><mn>2</mn></msubsup><mo>=</mo><mn>0.36</mn></mrow></math></span>, <span><math><mrow><msub><mi>MAE</mi><mi>ISOPleasant</mi></msub><mo>=</mo><mn>0.26</mn></mrow></math></span>, <span><math><mrow><msub><mi>RMSE</mi><mi>ISOPleasant</mi></msub><mo>=</mo><mn>0.33</mn></mrow></math></span>, <span><math><mrow><msubsup><mi>R</mi><mrow><mi>ISOEventful</mi></mrow><mn>2</mn></msubsup><mo>=</mo><mn>0.18</mn></mrow></math></span>, <span><math><mrow><msub><mi>MAE</mi><mi>ISOEventful</mi></msub><mo>=</mo><mn>0.23</mn></mrow></math></span>, <span><math><mrow><msub><mi>RMSE</mi><mi>ISOEventful</mi></msub><mrow><mo>=</mo><mn>0.29</mn><mo>)</mo></mrow></mrow></math></span>. At the group level, the performance of the GPR model is also relatively high (<span><math><mrow><mi>K</mi><msub><mi>L</mi><mrow><mi>I</mi><mi>S</mi><mi>O</mi><mi>P</mi><mi>l</mi><mi>e</mi><mi>a</mi><mi>s</mi><mi>a</mi><mi>n</mi><mi>t</mi></mrow></msub><mo>=</mo><mn>0.81</mn><mo>,</mo><mi>D</mi><mi>M</mi><msub><mi>E</mi><mrow><mi>I</mi><mi>S</mi><mi>O</mi><mi>P</mi><mi>l</mi><mi>e</mi><mi>a</mi><mi>s</mi><mi>a</mi><mi>n</mi><mi>t</mi></mrow></msub><mo>=</mo><mn>0.26</mn><mo>,</mo><mi>D</mi><mi>M</
城市环境被大量不同的人使用,但现有的声景预测模型主要集中在理想化的平均个体的感知结果上。关于开发群体级声景预测模型,目前尚不清楚哪些因素对预测声景很重要,哪些类型的模型在该任务中表现更好。因此,借助国际声景数据库,本研究旨在确定哪些因素可用于预测声景,以及哪种模型在群体层面上表现更好。本研究采用相关分析等方法,选取与声景观显著相关的人口统计学、声学、视觉和地理信息因素。随后,本研究比较了线性回归、随机森林、XGBoost和高斯过程回归(GPR)四种模型在个体和群体水平上进行的声景预测任务中的性能。结果表明,等效声压级(|r|>0.31)、粗糙度(|r|>0.34)、总谐波失真(|r|>0.31)、相对方法(|r|>0.30)和植被(|r|>0.48)对声景观预测具有重要意义。GPR模型在个体水平上的表现优于其他三种模型(RISOPleasant2=0.36, MAEISOPleasant=0.26, RMSEISOPleasant=0.33, RISOEventful2=0.18, MAEISOEventful=0.23, RMSEISOEventful=0.29)。在组水平上,GPR模型的性能也比较高(KLISOPleasant=0.81,DMEISOPleasant=0.26,DMEISOEventful=0.38)。本研究确定了声景感知的关键声学和视觉因素,并论证了探地雷达的优势。基于概率分布的框架的引入有望在群体层面预测声景观,并为城市声环境设计提供指导。
{"title":"Machine learning for predicting soundscape: From individual-level deterministic models to group-level probabilistic models","authors":"Huan Tong ,&nbsp;Fan Xia ,&nbsp;Andrew Mitchell ,&nbsp;Francesco Aletta ,&nbsp;Tin Oberman ,&nbsp;Jian Kang","doi":"10.1016/j.buildenv.2026.114196","DOIUrl":"10.1016/j.buildenv.2026.114196","url":null,"abstract":"&lt;div&gt;&lt;div&gt;Urban environments are used by a large number of diverse people, but existing soundscape prediction models are focused on perceptual outcomes of an idealised average individual. With respect to developing group-level soundscape prediction models, it remains unclear which factors are important for predicting soundscapes and which types of models perform better for that task. Therefore, by relying on the International Soundscape Database, this study aims at determining which factors can be used to predict soundscape and which model performs better at the group level. In this study, methods, such as correlation analysis, are used to select demographic, acoustic, visual, and geographic information factors that are significantly correlated with soundscapes. Subsequently, this study compares the performances of four models—linear regression, random forest, XGBoost, and gaussian process regression (GPR)—in soundscape prediction tasks conducted at the individual and group levels. The results show that the equivalent sound pressure level (&lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mo&gt;&gt;&lt;/mo&gt;&lt;mn&gt;0.31&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;), roughness (&lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mo&gt;&gt;&lt;/mo&gt;&lt;mn&gt;0.34&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;), total harmonic distortion (&lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mo&gt;&gt;&lt;/mo&gt;&lt;mn&gt;0.31&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;), relative approach (&lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mo&gt;&gt;&lt;/mo&gt;&lt;mn&gt;0.30&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;) and vegetation (&lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mi&gt;r&lt;/mi&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mo&gt;&gt;&lt;/mo&gt;&lt;mn&gt;0.48&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;) are important to the soundscape prediction. The performance of the GPR model is better than the other three models at the individual level &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;msubsup&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;mrow&gt;&lt;mi&gt;ISOPleasant&lt;/mi&gt;&lt;/mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/msubsup&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.36&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;MAE&lt;/mi&gt;&lt;mi&gt;ISOPleasant&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.26&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;RMSE&lt;/mi&gt;&lt;mi&gt;ISOPleasant&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.33&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;msubsup&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;mrow&gt;&lt;mi&gt;ISOEventful&lt;/mi&gt;&lt;/mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/msubsup&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.18&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;MAE&lt;/mi&gt;&lt;mi&gt;ISOEventful&lt;/mi&gt;&lt;/msub&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.23&lt;/mn&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;, &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;msub&gt;&lt;mi&gt;RMSE&lt;/mi&gt;&lt;mi&gt;ISOEventful&lt;/mi&gt;&lt;/msub&gt;&lt;mrow&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.29&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt;. At the group level, the performance of the GPR model is also relatively high (&lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mi&gt;K&lt;/mi&gt;&lt;msub&gt;&lt;mi&gt;L&lt;/mi&gt;&lt;mrow&gt;&lt;mi&gt;I&lt;/mi&gt;&lt;mi&gt;S&lt;/mi&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mi&gt;P&lt;/mi&gt;&lt;mi&gt;l&lt;/mi&gt;&lt;mi&gt;e&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.81&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;M&lt;/mi&gt;&lt;msub&gt;&lt;mi&gt;E&lt;/mi&gt;&lt;mrow&gt;&lt;mi&gt;I&lt;/mi&gt;&lt;mi&gt;S&lt;/mi&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mi&gt;P&lt;/mi&gt;&lt;mi&gt;l&lt;/mi&gt;&lt;mi&gt;e&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;s&lt;/mi&gt;&lt;mi&gt;a&lt;/mi&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;mi&gt;t&lt;/mi&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;mn&gt;0.26&lt;/mn&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;D&lt;/mi&gt;&lt;mi&gt;M&lt;/","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114196"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146185646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ten questions concerning circularity in the built environment 关于建筑环境中的圆形的十个问题
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-27 DOI: 10.1016/j.buildenv.2026.114291
N. Cihan Kayaçetin , Rengin Aslanoğlu , Chiara Piccardo , Yasemin Afacan , Gabriele Masera , Qiuxian Li , Carlo Andrea Biraghi , Francesco Pittau , Dirk Saelens , Veronica Soebarto , Jian Zuo , Ruidong Chang , Hanne Vrebos , Karel Van Acker , Rizal Sebastian , Jeroen Dikken , Loredana Ivan , Luc Alaerts , Duygu Aral , Liliya Terzieva , Joost van Hoof
The rapid urbanisation of our societies calls for an urban renewal movement, including developing new areas to accommodate housing facilities and services and regenerating existing urban areas. Yet, urban renewal projects pose trade-offs impacting both environmental and socio-economic aspects. The renovation and new construction of buildings can escalate the use of energy and material resources as well as increasing greenhouse gas emissions. The European Union plays a leading role in promoting the transition towards sustainable and inclusive cities, whereas other regions such as North America, Australia and Asia follow suit via Circular Economy Action Plans or Frameworks, highlighting the need to enhance resource efficiency in buildings through the use of durable and circular materials. Current research on resource efficiency in buildings follows the Circular Economy concept, which aims to reduce the use of raw materials and the waste of existing materials while retaining their value for as long as possible. However, the role of the circular economy in sustainable transition and the adoption of its principles in urban contexts remain unclear while its practical implementation still faces significant challenges, including the lack of analytical instruments and assessment methods as well as co-creative approaches. This ‘Ten Questions contribution’ provides an overview of the pressing issues concerning circularity in the built environment, the state-of-the-art and best practices, challenges and benefits, policies and regulations, as well as numerous strategies applied on the building and neighbourhood level, assessment methodologies and future trends.
我们社会的快速都市化,需要进行市区重建运动,包括发展新地区,以容纳房屋设施和服务,以及重建现有的市区。然而,城市重建项目需要权衡影响环境和社会经济方面的因素。建筑物的翻新和新建会增加能源和物质资源的使用,也会增加温室气体的排放。欧盟在促进向可持续和包容性城市过渡方面发挥着主导作用,而北美、澳大利亚和亚洲等其他地区则通过循环经济行动计划或框架紧随其后,强调需要通过使用耐用和循环材料来提高建筑物的资源效率。目前对建筑资源效率的研究遵循循环经济的概念,其目的是减少原材料的使用和现有材料的浪费,同时尽可能长时间地保持其价值。然而,循环经济在可持续转型中的作用及其原则在城市环境中的采用仍不清楚,而其实际实施仍面临重大挑战,包括缺乏分析工具和评估方法以及共同创造的方法。这“十个问题贡献”概述了建筑环境中关于循环性的紧迫问题,最先进和最佳实践,挑战和利益,政策和法规,以及在建筑和社区层面应用的众多策略,评估方法和未来趋势。
{"title":"Ten questions concerning circularity in the built environment","authors":"N. Cihan Kayaçetin ,&nbsp;Rengin Aslanoğlu ,&nbsp;Chiara Piccardo ,&nbsp;Yasemin Afacan ,&nbsp;Gabriele Masera ,&nbsp;Qiuxian Li ,&nbsp;Carlo Andrea Biraghi ,&nbsp;Francesco Pittau ,&nbsp;Dirk Saelens ,&nbsp;Veronica Soebarto ,&nbsp;Jian Zuo ,&nbsp;Ruidong Chang ,&nbsp;Hanne Vrebos ,&nbsp;Karel Van Acker ,&nbsp;Rizal Sebastian ,&nbsp;Jeroen Dikken ,&nbsp;Loredana Ivan ,&nbsp;Luc Alaerts ,&nbsp;Duygu Aral ,&nbsp;Liliya Terzieva ,&nbsp;Joost van Hoof","doi":"10.1016/j.buildenv.2026.114291","DOIUrl":"10.1016/j.buildenv.2026.114291","url":null,"abstract":"<div><div>The rapid urbanisation of our societies calls for an urban renewal movement, including developing new areas to accommodate housing facilities and services and regenerating existing urban areas. Yet, urban renewal projects pose trade-offs impacting both environmental and socio-economic aspects. The renovation and new construction of buildings can escalate the use of energy and material resources as well as increasing greenhouse gas emissions. The European Union plays a leading role in promoting the transition towards sustainable and inclusive cities, whereas other regions such as North America, Australia and Asia follow suit via Circular Economy Action Plans or Frameworks, highlighting the need to enhance resource efficiency in buildings through the use of durable and circular materials. Current research on resource efficiency in buildings follows the Circular Economy concept, which aims to reduce the use of raw materials and the waste of existing materials while retaining their value for as long as possible. However, the role of the circular economy in sustainable transition and the adoption of its principles in urban contexts remain unclear while its practical implementation still faces significant challenges, including the lack of analytical instruments and assessment methods as well as co-creative approaches. This ‘Ten Questions contribution’ provides an overview of the pressing issues concerning circularity in the built environment, the state-of-the-art and best practices, challenges and benefits, policies and regulations, as well as numerous strategies applied on the building and neighbourhood level, assessment methodologies and future trends.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114291"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146185648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sensory stimuli in the built environment for autistic people: A scoping review 自闭症患者建筑环境中的感官刺激:范围综述
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-20 DOI: 10.1016/j.buildenv.2026.114271
Zhihao Wang, Siti Sarah Herman, Noranita Mansor, Shuaijie Yan
The built environment significantly influences the health and well-being of autistic people. Among its many dimensions, the intensity, density, scale, and spatial configuration of sensory stimuli directly impact autistic people’s sensory perception and environmental adaptability. Despite growing recognition of sensory needs in inclusive design discourse, studies on how built environments can support appropriate sensory conditions for autistic people remain limited. To bridge this gap, this study uses a scoping review to identify, synthesize, and analyze existing studies on autistic people’s sensory experiences and related design considerations, thereby identifying key characteristics that enhance sensory inclusivity in built environments. Following the PRISMA-ScR methodology, 77 studies were included. The findings highlight the need to design sensory-inclusive built environments that holistically support autistic people’s well-being across three interrelated dimensions: physical, psychological, and social. Four primary sensory modalities were identified as central to environmental experiences: visual, auditory, tactile, and olfactory. Across these modalities, eleven key environmental factors were identified: lighting, color, visual complexity, material, thermal, spatial configuration, acoustic parameters, sound source attributes, functional area odors, wayfinding, and natural elements. These factors are operationalized through six design qualities: safety, sensory balance, adjustability, predictability, controllability, and recovery. The outcomes of this review provide architects, designers, policymakers, and stakeholders with guidance for developing more inclusive built environments that promote the well-being of autistic people.
建成环境显著影响自闭症患者的健康和福祉。感官刺激的强度、密度、尺度和空间配置等维度直接影响自闭症患者的感官知觉和环境适应性。尽管在包容性设计话语中越来越多地认识到感官需求,但关于建筑环境如何为自闭症患者提供适当的感官条件的研究仍然有限。为了弥补这一差距,本研究采用了一种范围审查来识别、综合和分析现有的关于自闭症患者感官体验和相关设计考虑的研究,从而确定增强建筑环境感官包容性的关键特征。按照PRISMA-ScR方法,纳入了77项研究。研究结果强调,需要设计具有感官包容性的建筑环境,从三个相互关联的方面全面支持自闭症患者的福祉:身体、心理和社会。四种主要的感觉模式被确定为环境体验的核心:视觉、听觉、触觉和嗅觉。在这些模式中,确定了11个关键的环境因素:照明、颜色、视觉复杂性、材料、热、空间配置、声学参数、声源属性、功能区气味、寻路和自然元素。这些因素通过六个设计品质来实现:安全性、感官平衡性、可调节性、可预测性、可控性和可恢复性。本综述的结果为建筑师、设计师、政策制定者和利益相关者提供了指导,以开发更具包容性的建筑环境,促进自闭症患者的福祉。
{"title":"Sensory stimuli in the built environment for autistic people: A scoping review","authors":"Zhihao Wang,&nbsp;Siti Sarah Herman,&nbsp;Noranita Mansor,&nbsp;Shuaijie Yan","doi":"10.1016/j.buildenv.2026.114271","DOIUrl":"10.1016/j.buildenv.2026.114271","url":null,"abstract":"<div><div>The built environment significantly influences the health and well-being of autistic people. Among its many dimensions, the intensity, density, scale, and spatial configuration of sensory stimuli directly impact autistic people’s sensory perception and environmental adaptability. Despite growing recognition of sensory needs in inclusive design discourse, studies on how built environments can support appropriate sensory conditions for autistic people remain limited. To bridge this gap, this study uses a scoping review to identify, synthesize, and analyze existing studies on autistic people’s sensory experiences and related design considerations, thereby identifying key characteristics that enhance sensory inclusivity in built environments. Following the PRISMA-ScR methodology, 77 studies were included. The findings highlight the need to design sensory-inclusive built environments that holistically support autistic people’s well-being across three interrelated dimensions: physical, psychological, and social. Four primary sensory modalities were identified as central to environmental experiences: visual, auditory, tactile, and olfactory. Across these modalities, eleven key environmental factors were identified: lighting, color, visual complexity, material, thermal, spatial configuration, acoustic parameters, sound source attributes, functional area odors, wayfinding, and natural elements. These factors are operationalized through six design qualities: safety, sensory balance, adjustability, predictability, controllability, and recovery. The outcomes of this review provide architects, designers, policymakers, and stakeholders with guidance for developing more inclusive built environments that promote the well-being of autistic people.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114271"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The multi-scale and multi seasonal effects of 2D/3D morphology on urban thermal environment: Mechanism, importance and thresholds 二维/三维形态对城市热环境的多尺度、多季节效应:机制、重要性和阈值
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-24 DOI: 10.1016/j.buildenv.2026.114287
Yinqiao Zhou , Wei Cao , Jiandong Zhou
Urban heat mitigation has become a key issue for high-density cities. Understanding the impact mechanisms and thresholds of urban land use patterns on the surface thermal environment is crucial for cities to formulate climate response planning and design strategies. Multi-source remote sensing data of Shanghai, China were used to retrieve the land surface temperature (LST) and the 2D/3D morphological indicators. The Random Forest-SHAP method was applied to explore the multi-scale and multi-seasonal impacts and threshold effects of urban morphology on surface thermal effect intensity (STEI). The results showed that: (1) Construction land was the major contributor to urban warming in Shanghai, whereas water bodies were the main cooling factor; vegetation contributed relatively little to STEI and exhibited seasonal variations. (2) The impacts of 2D and 3D morphological indicators on STEI exhibited significant scale effects. At a small scale (300 m), 3D morphological indicators were the most influential in summer (52.57%), whereas at a large scale (2400 m), 2D morphological indicators played the most important role in spring (90.64%). The average importance of 2D morphological indicators (73.01%) was greater than that of 3D morphological indicators (26.99%). (3) The leading morphological indicators influencing STEI varied across seasons. STEI was primarily influenced by the 2D composition index of water bodies in spring, by the 3D building index in summer, and by both the 2D and 3D building indices in autumn and winter. (4) Threshold effects were identified in the influences of 2D and 3D morphological indicators on STEI, with thresholds varying across scales and seasons. These findings reveal the nonlinear impact mechanisms of urban land morphology on STEI, which can provide a reference for urban planning theory and practice aimed at heat mitigation.
城市热缓解已成为高密度城市的关键问题。了解城市土地利用模式对地表热环境的影响机制和阈值对于城市制定气候响应规划和设计策略至关重要。利用上海地区多源遥感数据反演地表温度(LST)和二维/三维形态指标。采用Random Forest-SHAP方法,探讨了城市形态对地表热效应强度(STEI)的多尺度、多季节影响和阈值效应。结果表明:①建设用地是上海城市升温的主要因子,水体是城市降温的主要因子;植被对STEI的贡献相对较小,且呈现季节变化。(2)二维和三维形态指标对STEI的影响表现出显著的尺度效应。在小尺度(300 m)上,夏季3D形态指标的影响最大(52.57%),而在大尺度(2400 m)上,春季2D形态指标的影响最大(90.64%)。二维形态学指标的平均重要性(73.01%)大于三维形态学指标的平均重要性(26.99%)。(3)不同季节影响STEI的主要形态指标存在差异。STEI在春季主要受水体二维组成指数的影响,夏季主要受水体三维建筑指数的影响,秋冬季主要受水体二维和三维建筑指数的影响。(4)二维和三维形态指标对STEI的影响存在阈值效应,阈值随尺度和季节的变化而变化。研究结果揭示了城市土地形态对STEI的非线性影响机制,可为城市热缓解规划理论和实践提供参考。
{"title":"The multi-scale and multi seasonal effects of 2D/3D morphology on urban thermal environment: Mechanism, importance and thresholds","authors":"Yinqiao Zhou ,&nbsp;Wei Cao ,&nbsp;Jiandong Zhou","doi":"10.1016/j.buildenv.2026.114287","DOIUrl":"10.1016/j.buildenv.2026.114287","url":null,"abstract":"<div><div>Urban heat mitigation has become a key issue for high-density cities. Understanding the impact mechanisms and thresholds of urban land use patterns on the surface thermal environment is crucial for cities to formulate climate response planning and design strategies. Multi-source remote sensing data of Shanghai, China were used to retrieve the land surface temperature (LST) and the 2D/3D morphological indicators. The Random Forest-SHAP method was applied to explore the multi-scale and multi-seasonal impacts and threshold effects of urban morphology on surface thermal effect intensity (STEI). The results showed that: (1) Construction land was the major contributor to urban warming in Shanghai, whereas water bodies were the main cooling factor; vegetation contributed relatively little to STEI and exhibited seasonal variations. (2) The impacts of 2D and 3D morphological indicators on STEI exhibited significant scale effects. At a small scale (300 m), 3D morphological indicators were the most influential in summer (52.57%), whereas at a large scale (2400 m), 2D morphological indicators played the most important role in spring (90.64%). The average importance of 2D morphological indicators (73.01%) was greater than that of 3D morphological indicators (26.99%). (3) The leading morphological indicators influencing STEI varied across seasons. STEI was primarily influenced by the 2D composition index of water bodies in spring, by the 3D building index in summer, and by both the 2D and 3D building indices in autumn and winter. (4) Threshold effects were identified in the influences of 2D and 3D morphological indicators on STEI, with thresholds varying across scales and seasons. These findings reveal the nonlinear impact mechanisms of urban land morphology on STEI, which can provide a reference for urban planning theory and practice aimed at heat mitigation.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114287"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of a simplified mechanical ventilation system for a bedroom by a multi-objective genetic algorithm 基于多目标遗传算法的卧室简易机械通风系统设计
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-23 DOI: 10.1016/j.buildenv.2026.114284
Qingwen Xue , Feng (Eva) Wang , Jihong Wang , Florin Bode , Tengfei (Tim) Zhang
The sleep quality is strongly impacted by the comfort and indoor air quality inside bedroom and thus the ventilation conditions. The simplified mechanical ventilation by adopting an air-conditioner and an outdoor air blower provides an affordable means to condition the bedroom. So far, no systematic studies have optimized such simplified mechanical ventilation design, which involves dual jet sources with different air temperatures. This study optimized the simplified mechanical ventilation in a typical residential bedroom located in two climate zones in China. The design variables included the installation position and supply air jet direction of the air-conditioner, as well as the installation position and opening size of the outdoor air blower. A multi-objective genetic algorithm (MIGA-II) was employed for the optimization, with a Kriging surrogate model to speed up the solution. The design was to ensure the sleeping adult thermally comfortable and the inhaling CO2 concentration as low as possible. Measurements were conducted in lab to obtain data to validate the results. This study found that the air-conditioner should be installed on the long side of the room to form small circulation zones along the short sections of the room, while the outdoor air blower should be installed adjacent to the air-conditioner to make use of the air-conditioning jets to deliver the outdoor air to the breathing zone. As compared with the regular design, the optimal design enhanced thermal comfort by more than 10 % and inhaling air quality by over 60 %.
卧室内的舒适度、室内空气质量以及通风状况对睡眠质量有很大影响。通过采用空调和室外鼓风机简化机械通风,为卧室提供了一种经济实惠的调节方式。这种简化的机械通风设计涉及不同空气温度的双射流源,目前尚无系统的研究对其进行优化。本研究对位于中国两个气候带的典型住宅卧室的简化机械通风进行了优化。设计变量包括空调的安装位置和送风射流方向,以及室外鼓风机的安装位置和开孔尺寸。采用多目标遗传算法(MIGA-II)进行优化,并采用Kriging代理模型加快求解速度。该设计是为了确保睡眠的成年人热舒适和吸入的二氧化碳浓度尽可能低。在实验室进行测量以获得数据以验证结果。本研究发现,空调应安装在房间的长侧,沿房间的短截面形成小的循环区,而室外鼓风机应安装在空调的旁边,利用空调射流将室外空气输送到呼吸区。与常规设计相比,优化设计的热舒适性提高了10%以上,吸入空气质量提高了60%以上。
{"title":"Design of a simplified mechanical ventilation system for a bedroom by a multi-objective genetic algorithm","authors":"Qingwen Xue ,&nbsp;Feng (Eva) Wang ,&nbsp;Jihong Wang ,&nbsp;Florin Bode ,&nbsp;Tengfei (Tim) Zhang","doi":"10.1016/j.buildenv.2026.114284","DOIUrl":"10.1016/j.buildenv.2026.114284","url":null,"abstract":"<div><div>The sleep quality is strongly impacted by the comfort and indoor air quality inside bedroom and thus the ventilation conditions. The simplified mechanical ventilation by adopting an air-conditioner and an outdoor air blower provides an affordable means to condition the bedroom. So far, no systematic studies have optimized such simplified mechanical ventilation design, which involves dual jet sources with different air temperatures. This study optimized the simplified mechanical ventilation in a typical residential bedroom located in two climate zones in China. The design variables included the installation position and supply air jet direction of the air-conditioner, as well as the installation position and opening size of the outdoor air blower. A multi-objective genetic algorithm (MIGA-II) was employed for the optimization, with a Kriging surrogate model to speed up the solution. The design was to ensure the sleeping adult thermally comfortable and the inhaling CO<sub>2</sub> concentration as low as possible. Measurements were conducted in lab to obtain data to validate the results. This study found that the air-conditioner should be installed on the long side of the room to form small circulation zones along the short sections of the room, while the outdoor air blower should be installed adjacent to the air-conditioner to make use of the air-conditioning jets to deliver the outdoor air to the breathing zone. As compared with the regular design, the optimal design enhanced thermal comfort by more than 10 % and inhaling air quality by over 60 %.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114284"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Flow dynamics and performance optimization of jet-assisted exhaust hoods under low-velocity ventilation 低速通风条件下射流辅助排气罩的流动动力学及性能优化
IF 7.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-03-15 Epub Date: 2026-01-24 DOI: 10.1016/j.buildenv.2026.114289
Siqi Huang , Mingxing Zhang , Cuiping Yan , Junzhe Fan , Shu Liu , Xingla Li
In traditional low-velocity supply systems, non-directional exhaust inflow reduces control performance. This study investigates a low-velocity jet-assisted curtain formed along the perimeter of an exhaust hood to enhance capture efficiency. The auxiliary jet formed along the hood edge effectively enhanced the stability of the capture flow and improved the pollutant control performance. Through experimental measurements and CFD simulations, the results show that capture efficiency is significantly improved only when the curtain outlet velocity reaches a critical value, with further increases having little effect on the centerline velocity. Airflow rate, jet outlet angle, outlet width, and hood equivalent diameter significantly influence both critical velocity and centerline velocity: airflow rate and hood diameter positively correlate, while outlet angle and width inversely affect critical velocity and system energy consumption. Box-Behnken response surface analysis confirms that hood average velocity, outlet angle, outlet width, and hood size significantly impact critical velocity, ranked as hood velocity > outlet angle > outlet width > hood size and he model exhibited a high goodness of fit (R²> 0.95). The jet-assisted configuration increased capture efficiency by 9.7%-33.41%, indicating a significant improvement in contaminant control. When the pollutant source intensity was high, effective control required increasing both the supply and exhaust flow rates. Optimal airflow for 48 common industrial sources was identified, offering practical guidance for efficient system operation.
在传统的低速供应系统中,无方向性排气流入降低了控制性能。本研究研究了沿排气罩周长形成的低速射流辅助幕,以提高捕获效率。沿罩边形成的辅助射流有效增强了捕集流的稳定性,提高了污染物控制性能。通过实验测量和CFD模拟,结果表明,只有当帷幕出口速度达到临界值时,捕集效率才会得到显著提高,进一步提高对中心线速度的影响不大。气流流量、射流出口角度、出口宽度和发动机罩等效直径对临界速度和中心线速度均有显著影响,气流流量与发动机罩直径呈正相关,出口角度和宽度对临界速度和系统能耗有负相关影响。Box-Behnken响应面分析证实,发动机罩平均速度、出口角度、出口宽度和发动机罩尺寸对临界速度有显著影响,分别为发动机罩速度>;出口角度>;出口宽度>;发动机罩尺寸,模型具有较高的拟合度(R²> 0.95)。射流辅助配置使捕集效率提高了9.7%-33.41%,表明污染物控制有了显著改善。当污染源强度较大时,有效控制需要增加供、排气流量。确定了48种常见工业源的最佳气流,为系统的高效运行提供了实际指导。
{"title":"Flow dynamics and performance optimization of jet-assisted exhaust hoods under low-velocity ventilation","authors":"Siqi Huang ,&nbsp;Mingxing Zhang ,&nbsp;Cuiping Yan ,&nbsp;Junzhe Fan ,&nbsp;Shu Liu ,&nbsp;Xingla Li","doi":"10.1016/j.buildenv.2026.114289","DOIUrl":"10.1016/j.buildenv.2026.114289","url":null,"abstract":"<div><div>In traditional low-velocity supply systems, non-directional exhaust inflow reduces control performance. This study investigates a low-velocity jet-assisted curtain formed along the perimeter of an exhaust hood to enhance capture efficiency. The auxiliary jet formed along the hood edge effectively enhanced the stability of the capture flow and improved the pollutant control performance. Through experimental measurements and CFD simulations, the results show that capture efficiency is significantly improved only when the curtain outlet velocity reaches a critical value, with further increases having little effect on the centerline velocity. Airflow rate, jet outlet angle, outlet width, and hood equivalent diameter significantly influence both critical velocity and centerline velocity: airflow rate and hood diameter positively correlate, while outlet angle and width inversely affect critical velocity and system energy consumption. Box-Behnken response surface analysis confirms that hood average velocity, outlet angle, outlet width, and hood size significantly impact critical velocity, ranked as hood velocity &gt; outlet angle &gt; outlet width &gt; hood size and he model exhibited a high goodness of fit (R²&gt; 0.95). The jet-assisted configuration increased capture efficiency by 9.7%-33.41%, indicating a significant improvement in contaminant control. When the pollutant source intensity was high, effective control required increasing both the supply and exhaust flow rates. Optimal airflow for 48 common industrial sources was identified, offering practical guidance for efficient system operation.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"292 ","pages":"Article 114289"},"PeriodicalIF":7.6,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146076654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Building and Environment
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1