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An empirical investigation of automation technology as material waste mitigation measure at Johor construction sites 自动化技术作为柔佛州建筑工地材料废物减少措施的实证调查
Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-26 DOI: 10.3389/fbuil.2023.1232195
Mahdi Mohammed Abdullah Abkar, Riduan Yunus, Ahmed Saleh Ahmed Saif Al-Shameri, Ahmed Harouache, Yaser Gamil
Automation technology in the construction industry is the use of advanced tools, devices, and processes that reduce manual labor and enhance efficiency in various construction activities. Automation technology can minimize waste, optimize resource utilization, and reduce the environmental impact of construction processes. This study aims to examine the relationship between automation technology adoptions (ATAs) utilizing reduce, reuse, and recycle (3R), building information modeling (BIM), industrialized building systems (IBSs), green building index (GBI), and Internet of Things (IoT) practices toward construction site performance (CSP) to measure their influences on material waste mitigation measures at Johor construction sites. To achieve these goals, five hypotheses were developed to explore the association between ATA and CSP. Data were gathered utilizing an online survey. The participants were contractors and expert practitioners in the Johor construction industry, including architects, project managers, and academicians/researchers. A total of 257 valid responses were used to investigate the assumptions. The partial least squares structural equation modeling (PLS-SEM) procedure was used. The findings revealed that ATA utilizing 3R, BIM, IBS, GBI, and IoT as material mitigation measures positively enhances CSP.
建筑行业的自动化技术是指在各种建筑活动中使用先进的工具、设备和流程,减少手工劳动,提高效率。自动化技术可以最大限度地减少浪费,优化资源利用,减少施工过程对环境的影响。本研究旨在探讨自动化技术(ATAs)利用减少、再利用和回收(3R)、建筑信息模型(BIM)、工业化建筑系统(IBSs)、绿色建筑指数(GBI)和物联网(IoT)实践对建筑工地绩效(CSP)之间的关系,以衡量它们对柔佛州建筑工地材料浪费缓解措施的影响。为了实现这些目标,我们提出了五个假设来探索ATA和CSP之间的关系。数据是通过在线调查收集的。参加者是柔佛州建造业的承建商和专家,包括建筑师、项目经理和学者/研究人员。共有257份有效问卷被用来调查这些假设。采用偏最小二乘结构方程模型(PLS-SEM)。研究结果显示,ATA利用3R、BIM、IBS、GBI和IoT作为材料缓解措施,积极提高了CSP。
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引用次数: 0
A least squares regression-based approach in the investigation of the influence of density metrics of 14 distinct Toronto neighbourhoods on the roof and facade solar potential 基于最小二乘回归的方法研究了多伦多14个不同社区的密度指标对屋顶和立面太阳能潜力的影响
Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-21 DOI: 10.3389/fbuil.2023.1248259
Javeriya Hasan, Emily Zheng, Miljana Horvat
Introduction: This Toronto-based study explores how density metrics relate to the solar potential of rooftops and facades of buildings in neighbourhoods differentiated by their use classifications. In the context of Toronto’s 2040 Net Zero Strategy, this research contributes insight on identifying neighbourhood types in Toronto that are suitable for undergoing retrofits of active solar technologies. Methods: The methodological approach adopted in this investigation mainly entails the selection of representative neighbourhood archetypes in the city; compilation of density metrics representing the neighbourhood morphological form and conducting solar analysis and regression assessments using relevant computational tools. By identifying 14 distinct neighbourhood archetypes and examining 20 relevant density metrics, the variation of roof and façade solar potential has been evaluated through a least squares regression-based approach. Results: The findings indicate a negative correlation between certain density metrics, such as the standard deviation of height, plot density, nearest neighbour ratio, and complexity with the roof solar potential, thereby demonstrating that certain neighbourhoods such as those categorized as Employment or Institutional may be more suitable for active solar technologies retrofits. Additionally, there is no significant relationship between most density metrics and façade solar irradiance, apart from the open space ratio, which only affects it moderately. Façade solar potential is unique to building position and orientation and can vary non-uniformly across neighbourhood-use classifications based on the extent of overshadowing inherent to that configuration. Discussion: The study provides valuable insights for urban planning and neighbourhood design, specifically in terms of density metrics that need to be considered when opting for active solar technology retrofits of existing Toronto neighbourhoods. Additionally, the study’s methodological approach can be emulated as a framework for future research exploring neighbourhood archetypes in other cities and climatic conditions. The findings of this research also contribute to promoting sustainable energy transition in Toronto’s neighbourhoods.
简介:这项基于多伦多的研究探讨了密度指标如何与社区中不同用途分类的屋顶和建筑立面的太阳能潜力相关。在多伦多2040净零战略的背景下,本研究有助于了解多伦多适合进行主动太阳能技术改造的社区类型。方法:本研究采用的方法学方法主要是在城市中选择具有代表性的社区原型;编制密度指标,代表社区形态,并使用相关计算工具进行太阳分析和回归评估。通过确定14个不同的社区原型并检查20个相关密度指标,通过基于最小二乘回归的方法评估了屋顶和立面太阳能潜力的变化。结果:研究结果表明,某些密度指标(如高度标准差、地块密度、最近邻比例和复杂性)与屋顶太阳能潜力之间存在负相关,从而表明某些社区(如就业或机构分类的社区)可能更适合主动太阳能技术改造。此外,大多数密度指标与立面太阳辐照度之间没有显著关系,除了开放空间比仅对其产生适度影响。正面的太阳能潜力是建筑位置和朝向所特有的,根据该结构固有的遮蔽程度,在不同的社区使用分类中可能不均匀地变化。讨论:该研究为城市规划和社区设计提供了有价值的见解,特别是在选择现有多伦多社区的主动太阳能技术改造时需要考虑的密度指标方面。此外,该研究的方法方法可以作为未来研究的框架,用于探索其他城市和气候条件下的社区原型。本研究的结果也有助于促进多伦多社区的可持续能源转型。
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引用次数: 0
Actor-landscapes as visual canvas for identifying, representing, and aligning stakeholders 参与者景观作为识别、表示和对齐涉众的视觉画布
Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-18 DOI: 10.3389/fbuil.2023.1105544
Maj-Britt Quitzau, Birgitte Hoffmann
Tools applied by water professionals in climate adaptation projects tend to have a technical focus and a superficial stakeholder approach. Development of integrative and synergetic solutions require more delicate and transformative forms of stakeholder engagement. Through an action research process, this article explores how a visual canvas for stakeholder engagement can support water professionals in identifying, representing, and aligning stakeholders in development of integrative and synergetic climate adaptation solutions. The visual canvas is developed in the form of ‘Actor-Landscapes’, and presents a practical tool for engaging stakeholders inspired by Actor-Network Theory. Actor-Landscapes proved to especially support water professionals in four key challenges in their transformative approach to stakeholder engagement: 1) to recognize stakeholders more broadly and deeply, 2) to organize and present data about key stakeholders and the landscape in which these are anchored, 3) to prioritize which stakeholders to enhance based on alignment considerations, and 4) to legitimize mapped stakeholder perspectives through direct dialogue and engagement. The article concludes that Actor-Landscapes have interesting boundary object abilities supporting water professionals in inviting for and empowering integrative and synergetic transformations of knowledge between stakeholders in climate adaptation projects.
水务专业人员在气候适应项目中使用的工具往往侧重于技术和肤浅的利益相关者方法。制定综合和协同解决方案需要利益攸关方更微妙和更具变革性的参与形式。通过行动研究过程,本文探讨了利益相关者参与的可视化画布如何支持水务专业人员识别、代表和协调利益相关者,以制定综合和协同的气候适应解决方案。视觉画布以“行动者-景观”的形式开发,并提供了一个实用的工具,用于吸引受行动者-网络理论启发的利益相关者。行动者-景观被证明特别支持水务专业人员在其利益相关者参与的变革方法中的四个关键挑战:1)更广泛和深入地认识利益相关者,2)组织和呈现有关关键利益相关者及其所锚定的景观的数据,3)根据一致性考虑优先考虑哪些利益相关者需要加强,4)通过直接对话和参与使绘制的利益相关者观点合法化。本文的结论是,行动者-景观具有有趣的边界对象能力,支持水务专业人员邀请并授权气候适应项目中利益相关者之间的知识整合和协同转化。
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引用次数: 0
Enabling technologies of health and safety practices in the fourth industrial revolution: Nigerian construction industry perspective 第四次工业革命中促进健康和安全做法的技术:尼日利亚建筑业的观点
Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-15 DOI: 10.3389/fbuil.2023.1233028
Oluwarotimi Gbenga Abina, Babatunde Fatai Ogunbayo, Clinton Ohis Aigbavboa
Globally, different approaches have been applied to improve workplace safety practices due to the complexities of construction activities that pose different dangers to workers’ safety and wellbeing. This study uses Lagos, Nigeria, as a case study and investigates awareness of 4IR technologies in H&S practices among construction professionals in the Nigerian construction industry. A quantitative research approach was developed to retrieve a structured survey questionnaire from construction stakeholders in the study area. Retrieved data was analysed in three stages: data reliability and validity, descriptive statistics, and exploratory factor analysis (EFA). The descriptive analysis findings and the Kruskal–Wallis H test revealed no significant difference in professionals’ awareness of 4IR technologies in H&S practices in the construction project delivery in Lagos, Nigeria. The findings of the EFA returned four-factor components of H&S practices enabling technologies in the Era of 4IR as data and robotic technologies, process-based automation, output communication technologies, and wearable hazard detectives’ technologies. This study recommends innovative strategies from the professional bodies through academic and professional development (workshops, training, conferences, and seminars) to improve knowledge of 4IR technologies in H&S practices among professionals.
在全球范围内,由于建筑活动的复杂性对工人的安全和福祉构成了不同的危险,因此采用了不同的方法来改善工作场所的安全实践。本研究以尼日利亚拉各斯为案例研究,调查尼日利亚建筑业专业人员对H&S实践中4IR技术的认识。采用定量研究方法,从研究区域的建筑利益相关者中检索结构化调查问卷。对检索到的数据进行三个阶段的分析:数据信度和效度、描述性统计和探索性因素分析(EFA)。描述性分析结果和Kruskal-Wallis H检验显示,在尼日利亚拉各斯的建筑项目交付中,专业人员对H&S实践中的4IR技术的认识没有显著差异。EFA的调查结果显示,H&S实践的四个因素组成部分在4IR时代使能技术,如数据和机器人技术、基于过程的自动化、输出通信技术和可穿戴危险探测技术。本研究建议专业机构通过学术和专业发展(研讨会、培训、会议和研讨会)提出创新策略,以提高专业人员对H& S实践中4IR技术的认识。
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引用次数: 0
Analyzing degradation of ore pass walls in Kiirunavaara mine using scanning data 利用扫描数据分析Kiirunavaara矿槽壁退化情况
Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-14 DOI: 10.3389/fbuil.2023.1250671
Weronika Sredniawa, Bartlomiej Skawina, Jorge Recio Garcia, Joel Rapp
Ore passes play a vital role in underground mining operations by facilitating the gravity-driven movement of ore from production levels to lower levels. Failure of the ore pass has serious consequences, including possible production disruptions and substantial financial investments in reconstruction or rehabilitation. Failure mechanisms are often associated with rock mass quality, stress conditions, and wear of the ore pass walls. This study investigated the degradation of ore pass walls using scanning data at LKAB’s Kiirunavaara mine in Sweden. Geotechnical information obtained from various sources aided in further understanding the ore passes’ conditions. The study revealed variations in the ore pass growth rates, highlighting potential stability concerns and the correlation between throughput and pass growth. The findings underscore the need for continuous monitoring and regular inspection to manage wall degradation. The paper proposes potential rehabilitation measures to ensure the stability and safety of ore passes in mining operations.
矿石溜井在地下采矿作业中起着至关重要的作用,它促进了矿石从生产层向较低层的重力运动。矿道的失败会造成严重后果,包括可能造成生产中断和在重建或恢复方面进行大量财政投资。破坏机制通常与岩体质量、应力条件和矿槽壁磨损有关。本研究利用瑞典LKAB的Kiirunavaara矿的扫描数据调查了矿槽壁的退化。从各种来源获得的岩土工程信息有助于进一步了解矿槽的情况。该研究揭示了矿道增长率的变化,突出了潜在的稳定性问题以及吞吐量和通道增长率之间的相关性。研究结果强调需要持续监测和定期检查,以管理墙的退化。为保证矿道在采矿作业中的稳定性和安全性,提出了可行的修复措施。
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引用次数: 0
Editorial: Seismic vulnerability assessment of structural and non-structural components in industrial plants 社论:工业厂房结构和非结构部件的地震脆弱性评估
IF 3 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-13 DOI: 10.3389/fbuil.2023.1289404
Roberto Nascimbene
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引用次数: 0
A graph-based explanatory model for room-based energy efficiency analysis based on BIM data 基于BIM数据的基于图形的房间能效分析解释模型
Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-13 DOI: 10.3389/fbuil.2023.1256921
Hamid Kiavarz, Mojgan Jadidi, Payam Esmaili
Introduction: In recent years, the growing interest in building energy consumption and estimation has led to a wealth of energy data and Building Information Modelling (BIM), providing ample opportunities for data-driven algorithms to be widely applied in the building industry. However, despite promising accuracy in data-driven models for building energy estimation, they only consider building elements and their attributes independently and neglect the interconnected relationship of building elements. Also, Current data-driven models lack interpretability and are often treated as black boxes. As a result, the models cannot be fully trusted for engineering without reasoning the underlying mechanisms behind the estimation. Method: This paper emphasizes the potential of graph-based learning algorithms, specifically GraphSAGE, in utilizing the enriched semantic, geometry, and room topology information derived from BIM data. The aim is to identify critical zones within the building based on their energy consumption characteristics. Besides that, the paper proposed a GraphSAGE explainable model by adopting the SHAP with the proposed NE-GraphSAGE prediction model to make more transparency behind the data-driven models. Results and Discussion: Preliminary results demonstrate the potential to improve pre-construction and post-construction steps by identifying critical zones in buildings and identifying the parameters which affected the efficiency of the zones with low energy consumption.
导论:近年来,人们对建筑能耗和估算的兴趣日益浓厚,产生了大量的能源数据和建筑信息模型(BIM),为数据驱动算法在建筑行业的广泛应用提供了充足的机会。然而,尽管数据驱动的建筑能耗估算模型具有良好的准确性,但它们只单独考虑建筑元素及其属性,而忽略了建筑元素之间的相互关联关系。此外,当前的数据驱动模型缺乏可解释性,并且经常被视为黑盒。因此,如果没有对评估背后的潜在机制进行推理,就不能完全信任工程模型。方法:本文强调了基于图的学习算法,特别是GraphSAGE,在利用从BIM数据中获得的丰富的语义、几何和房间拓扑信息方面的潜力。其目的是根据建筑内的能源消耗特征来确定关键区域。此外,本文提出了一个GraphSAGE可解释模型,采用SHAP和提出的NE-GraphSAGE预测模型,使数据驱动模型的背后更加透明。结果和讨论:初步结果表明,通过确定建筑物中的关键区域和确定影响低能耗区域效率的参数,可以改善施工前和施工后步骤。
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引用次数: 0
Construction parameters that affect the air leaks of the envelope in dwellings in Madrid 影响马德里住宅围护结构空气泄漏的施工参数
Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-13 DOI: 10.3389/fbuil.2023.1220559
Roberto Alonso González-Lezcano, Gastón Sanglier Contreras, Carlos Miguel Iglesias Sanz, Rocío Sancho Alambillaga, Eduardo José López Fernández
In buildings, ventilation, or rather, a lack of airtightness facilitates air leaks, from the outside to the inside and vice versa , and is not controlled. Cold air enters through the enclosure, and warm air is lost to the outdoors, due to the poor hermeticity of the facades, roofs, carpentry, ducts, etc. In order to quantify the airtightness in multi-family dwellings in Madrid, 151 blower door tests have been carried out in multi-family dwellings built in different periods whose execution has been regulated by the UNE-EN 13829 standard. Through its quantification by an n 50 value, the average values of 5.8 renovations per hour have been obtained in addition to detecting the main points where air infiltration occurs. The constant improvement in the transmittance of construction elements has indicated that the entry of outside air has a progressively greater relevance to the total energy consumed by the residential sector while facilitating the uncontrolled movement of air through the building envelope. This not only implies higher energy consumption but also generates a series of problems that affect the health of the occupants, such as a lack of thermal comfort, entry of pollutants and odours, noise, inadequate operation of ventilation systems, and less protection against fire.
在建筑物中,通风,或者更确切地说,缺乏气密性会导致空气从外部泄漏到内部,反之亦然,并且不受控制。由于外立面、屋顶、木工、管道等的密封性差,冷空气通过围护结构进入,热空气流失到室外。为了量化马德里多户住宅的气密性,在不同时期建造的多户住宅中进行了151次风机门测试,这些测试的执行已由UNE-EN 13829标准规定。通过n50值的量化,除了检测空气渗透的主要点外,还得到了每小时5.8次翻新的平均值。建筑构件透光率的不断提高表明,外部空气的进入与住宅部门消耗的总能源有越来越大的关系,同时促进了空气通过建筑围护结构的不受控制的流动。这不仅意味着更高的能源消耗,而且还会产生一系列影响居住者健康的问题,例如缺乏热舒适性,污染物和气味的进入,噪音,通风系统的不适当操作以及防火保护不足。
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引用次数: 0
Sick building syndrome and its associated factors among adult people living in Hodan district Moqadishu Somalia 居住在索马里摩卡迪沙霍丹区的成年人中的病态建筑综合症及其相关因素
IF 3 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-07 DOI: 10.3389/fbuil.2023.1218659
Saed M. Yussuf, Gallad Dahir, A. Salad, Mohamud Hayir T. M, Shafie Abdulkadir Hassan, A. Gele
Background: Sick building syndrome (SBS) consists of a group of mucosal, skin, and general symptoms temporally that is related to residential buildings of unclear causes. Consequently, a cross-sectional study was carried out to identify the prevalence and contributing factors of SBS in adult people living in Hodan district, Mogadishu Somalia.Methods: A community based cross sectional study was conducted from September to October 2022 using a convenient sampling to include 261 individuals. The data was collected through structured questionnaire and an observational checklist. SBS was assessed using 15 building-related symptoms and four socio-demographic characteristics. Five SBS conformation criteria were used. Descriptive statistics were presented, while bivariate and multivariate logistic regression analyses were conducted to assess the association between the dependent and independent variables.Results: The prevalence of SBS was 41% from the total of 261 participants. Based on the findings, SBS had a significant association with being female [AOR = 3.044, 95% CI = (1.813, 5.110)], lack of functional windows [AOR = 3.543, 95% CI = (1.293, 9.710)], fungal growth in the buildings [AOR = 3.433, 95% CI = (1.223, 9.638)], recent use of pesticides, paints, and solvents [AOR = 2.541, 95% CI = (1.018, 6.343)], cooking inside building [AOR = 4.709, 95% CI = (1.469, 15.095)], outdoor air pollutant [AOR = 6.364, 95% CI = (2.387, 16.966)], use of charcoal for cooking [AOR = 1.846, 95% CI = (1.013, 3.365)], incensing habits of occupants [AOR = 4.375, 95% CI = (2.303, 8.308)] fan use [AOR = 2.067, 95% CI = (1.099, 3.886)] and dust in the living rooms [AOR = 5.151, 95% CI = (2.380, 11.152).Conclusion: SBS had a significant association with occupants’ sex, lack of functional windows, fungal growth in the buildings, recent use of pesticides, paints, and solvents, cooking inside the building, outdoor air pollutants, use of charcoal for cooking, incensing habits of occupants, and dust in the living rooms. High prevalence and poor understanding of sick building syndrome could threaten the health status of the occupants. Measures such as mass health education on identifiable risk factors should be taken to cope with these problems.
背景:病态建筑综合征(SBS)由一组暂时的粘膜、皮肤和一般症状组成,与原因不明的住宅楼有关。因此,进行了一项横断面研究,以确定索马里摩加迪沙霍丹区成年人SBS的流行率和影响因素。数据是通过结构化问卷和观察检查表收集的。SBS使用15种建筑相关症状和4种社会人口学特征进行评估。采用五种SBS构象标准。采用描述性统计,同时进行双变量和多变量逻辑回归分析,以评估因变量和自变量之间的相关性。结果:在261名参与者中,SBS的患病率为41%。根据研究结果,SBS与女性有显著关联[AOR=3.044,95%CI=(1.813,5.110)],缺乏功能性窗户[AOR=3.543,95%CI=(1.293,9.710)],建筑物中的真菌生长[AOR=3.433,95%CI=(1.223,9.638)],最近使用的杀虫剂、油漆和溶剂[AOR=2.541,95%CI(1.018,6.343)],在建筑物内烹饪[AOR=4.709,95%CI=(1.46915.095)],室外空气污染物[AOR=6.364,95%CI=(2.38716.966)],使用木炭烹饪[AOR=1.846,95%CI=(1.013,3.365)],居住者的燃烧习惯[AOR=4.375,95%CI=(2.303,8.308)]风扇使用[AOR=2.067,95%CI=(1.099,3.886)]和客厅灰尘[AOR=5.151,95%CI=2.380,11.152结论:SBS与居住者的性别、缺乏功能性窗户、建筑物中的真菌生长、最近使用的杀虫剂、油漆和溶剂、建筑物内的烹饪、室外空气污染物、使用木炭烹饪、居住者的燃烧习惯以及客厅中的灰尘有显著关联。对病态建筑综合症的高患病率和低理解可能威胁到居住者的健康状况。应采取措施,如对可识别的风险因素进行大规模健康教育,以应对这些问题。
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引用次数: 1
Perceptions of the crowded sky as assessed through response to aerial infrastructure 通过对空中基础设施的响应评估对拥挤天空的感知
IF 3 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2023-09-06 DOI: 10.3389/fbuil.2023.1035592
Christina L. Kolbmann, Carrie Leslie, Chris Anderson, Jeff F. Kelly, Jeremy D. Ross, Lori Jervis, Justin Reedy, E. S. Bridge
Ever increasing numbers of wind turbines, communication towers, power lines, and aerial vehicles are clear evidence of our growing reliance on infrastructure in the lower aerosphere. As this infrastructure expands, it is important to understand public perceptions of an increasingly crowded sky. To gauge tolerance for aerial crowding, 251 participants from across the US completed a survey where they rated tolerance for a series of aerial infrastructure images (i.e., towers, turbines, and airborne vehicles) in four landscapes with varying degrees of pre-existing ground-level infrastructure that approximated rural, suburban, and urban settings. We predicted lower tolerance for aerial infrastructure 1) in more natural scenes and 2) among rural residents. In general, participants preferred an open aesthetic with relatively little aerial infrastructure across all landscape types. No clear association was found between infrastructure tolerance and natural scenes nor rural residency, with participants slightly less tolerant of infrastructure in the suburban scene. Tolerance scores were generally similar across age, income levels, and political affiliations. Women indicated less crowding tolerance than men, with this effect driven by a disproportionate number of women with zero tolerance for aerial infrastructure. African Americans and Asians had higher tolerance scores than other racial/ethnic groups, but these trends may have been affected by low sample sizes of non-white participants. Our survey revealed fewer differences in crowding tolerance across demographic groups than might be expected given widely reported political and geographic polarization in the U.S. Attitudes toward aerial infrastructure were varied with few associations with demographic parameters suggesting that public opinion has not yet solidified with regard to this issue, making possible opportunities for consensus building with regard to responsible development of aerial infrastructure.
越来越多的风力涡轮机、通信塔、电力线和飞行器清楚地表明,我们越来越依赖低层大气中的基础设施。随着基础设施的扩大,了解公众对日益拥挤的天空的看法是很重要的。为了衡量对空中拥挤的容忍度,来自美国各地的251名参与者完成了一项调查,他们在四种景观中对一系列空中基础设施图像(即塔、涡轮机和机载车辆)的容忍度进行了评级,这些景观具有不同程度的预先存在的地面基础设施,分别接近农村、郊区和城市环境。我们预测,1)在更多的自然景观中,2)在农村居民中,对空中基础设施的容忍度较低。总的来说,参与者更喜欢开放的美学,在所有景观类型中相对较少的空中基础设施。基础设施容忍度与自然景观和农村居住之间没有明显的联系,参与者对郊区基础设施的容忍度略低。容忍度得分在不同年龄、收入水平和政治派别中大致相似。女性对拥挤的容忍度低于男性,造成这种现象的原因是,女性对空中基础设施零容忍度的比例过高。非裔美国人和亚洲人的容忍度得分高于其他种族/族裔群体,但这些趋势可能受到非白人参与者样本规模较小的影响。我们的调查显示,鉴于美国广泛报道的政治和地理两极分化,不同人口群体在拥挤容忍方面的差异比预期的要小,对空中基础设施的态度各不相同,与人口参数的联系很少,这表明公众舆论在这个问题上尚未固化,这就有可能在负责任的空中基础设施发展方面达成共识。
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引用次数: 0
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