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Widely valued but differently experienced; understanding relationships with greenspace in the CBD 价值广泛但体验不同;了解与中央商务区绿地的关系
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-08-09 DOI: 10.1016/j.landurbplan.2024.105175

Valuing nature through attention to urban greening offers some remedy to ‘Extinction of Experience’ – the decline in diversity and quality of people’s relationships to nature. Unfortunately, while the role and value of greenspaces are increasingly recognised, recognition and valuing does not always translate into beneficial experiences for urban dwellers. This study examined people’s relationships to greenspaces in the central business district (CBD) of Liverpool, New South Wales, Australia. Liverpool is a rapidly growing hub in outer metropolitan Sydney, where provision of greenspaces is generally acknowledged as inadequate. Space for plants is limited in city CBDs and these environments are especially challenging places to green, meaning that the quality of vegetation available for users is also often limited. Here, we report on an online survey conducted over the summer of 2019–2020, coinciding with the catastrophic Australian ‘black summer’ bushfires. It explored how people valued, used and experienced existing greenspaces in the CBD. Quantitative and qualitative results from 196 respondents illustrate that although most people agree on the benefits of greenspace, value it positively and use it regularly, three persistent concerns mediate their experiences: lack of shade, poor maintenance, and poor facilities. Further, and in addition to within space variation, experiences of greenspaces are negatively influenced by distance travelled and other barriers to what might otherwise be quality spaces. As the urban environment of Liverpool’s CBD undergoes rapid transformation to a higher activity (business/retail/services) and denser residential environment, there is an opportunity to translate the differences between values and experiences illustrated here to improve the design and quality of future greenspace. More broadly, this study indicates why the spatial dimensions of people’s relationships to urban nature requires more explicit and critical consideration within experience research.

通过关注城市绿化来重视自然,可以在一定程度上解决 "体验灭绝 "问题--即人们与自然关系的多样性和质量下降。遗憾的是,虽然绿地的作用和价值日益得到认可,但认可和重视并不总能转化为城市居民的有益体验。本研究考察了澳大利亚新南威尔士州利物浦中央商务区(CBD)人们与绿地的关系。利物浦是悉尼大都市外围一个快速发展的中心,人们普遍认为这里的绿地不足。城市中央商务区的植物空间有限,而且这些环境的绿化尤其具有挑战性,这意味着可供用户使用的植被质量也往往有限。在此,我们报告了 2019-2020 年夏季开展的一项在线调查,当时正值澳大利亚发生灾难性的 "黑色夏季 "丛林大火。调查探讨了人们如何重视、使用和体验中央商务区的现有绿地。来自 196 名受访者的定量和定性结果表明,尽管大多数人都认同绿地的益处,积极重视绿地并经常使用绿地,但有三个持续存在的问题影响了他们的体验:缺乏遮荫、维护不善和设施简陋。此外,除了空间内部的差异外,绿地体验还受到距离和其他障碍的负面影响,否则这些空间可能是优质的。随着利物浦中央商务区的城市环境迅速向高活动性(商业/零售/服务业)和高密度居住环境转变,我们有机会将本文所展示的价值和体验之间的差异转化为未来绿地设计和质量的改进。更广泛地说,本研究表明了为什么人们与城市自然关系的空间维度需要在体验研究中进行更明确、更关键的考虑。
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引用次数: 0
Health and wellbeing (dis)benefits of accessing inland blue spaces over the course of the COVID-19 pandemic 在 COVID-19 大流行期间使用内陆蓝色空间对健康和福祉的(不)益处
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-08-08 DOI: 10.1016/j.landurbplan.2024.105178

The COVID-19 pandemic led to widespread repercussions, affecting all aspects of society, from global economics to everyday social interactions. Due to the significant uncertainty caused by the pandemic, many individuals sought solace from nature. Freshwater environments, or inland blue spaces, are one type of natural environment that may have acted as a vital public health resource for communities during the pandemic. This research used semi-structured interviews combined with narrative analysis to capture detailed insight into the impact of, and nuanced benefits and challenges associated with, accessing inland blue spaces over the course of the COVID-19 pandemic. Participants from a range of backgrounds across Scotland were involved to determine the influence of their health and ‘shielding’ status on inland blue space experiences. In the initial stages of the pandemic, those who were taking shielding precautions described experiencing a heightened awareness of, and anxiety towards, other users of inland blue spaces. However, across the sample, individuals emphasised the overall beneficial impact of accessing freshwater areas for maintaining mental and physical wellbeing levels during the pandemic. Positive health outcomes were achieved through participating in a wide range of leisure and recreational opportunities at inland blue spaces. The research further justifies the value of accessing inland blue spaces and demonstrates the benefits of integrating access and exposure to natural environments into future pandemic response strategies. The qualitative insight also highlights the need for context-specific landscape management strategies to promote blue space access across user groups and address existing environmental inequalities.

COVID-19 大流行导致了广泛的反响,影响到社会的方方面面,从全球经济到日常社会交往。由于大流行病带来的巨大不确定性,许多人从大自然中寻求慰藉。淡水环境或内陆蓝色空间是自然环境的一种类型,在大流行病期间可能成为社区的重要公共卫生资源。本研究采用半结构式访谈结合叙事分析的方法,详细了解了在 COVID-19 大流行期间访问内陆蓝色空间所产生的影响以及与之相关的细微益处和挑战。来自苏格兰不同背景的参与者参与其中,以确定他们的健康和 "防护 "状况对内陆蓝色空间体验的影响。在大流行病的最初阶段,那些采取防护措施的人描述了他们对其他内陆蓝色空间使用者的高度警觉和焦虑。不过,在所有样本中,人们都强调了在大流行期间进入淡水区域对保持身心健康水平的总体有益影响。通过参与内陆蓝色空间的各种休闲和娱乐活动,人们获得了积极的健康结果。这项研究进一步证明了利用内陆蓝色空间的价值,并展示了将利用和接触自然环境纳入未来大流行病应对战略的益处。定性洞察还强调,需要根据具体情况制定景观管理战略,以促进各用户群体使用蓝色空间,并解决现有的环境不平等问题。
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引用次数: 0
How does spatial structure affect psychological restoration? A method based on graph neural networks and street view imagery 空间结构如何影响心理修复?基于图神经网络和街景图像的方法
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.landurbplan.2024.105171

The Attention Restoration Theory (ART) proposed four essential indicators (being away, extent, fascinating, and compatibility) for understanding urban and natural restoration quality. However, previous studies have overlooked the impact of spatial structure (the visual relationships between scene entities) and neighboring environments on restoration quality as they mostly relied on isolated questionnaires or images. This study introduces a spatial-dependent graph neural networks (GNNs) approach to address this gap and explore the relationship between spatial structure and restoration quality at a city scale. Two types of graphs were constructed: street-level graphs using sequential street view images (SVIs) to capture visual relationships between entities and represent spatial structure, and city-level graphs modeling the topological relationships of roads to capture the spatial features of neighboring entities, integrating perceptual, spatial, and socioeconomic features to measure restoration quality. The results demonstrated that spatial-dependent GNNs outperform traditional models, achieving an accuracy (Acc) of 0.742 and an F1 score of 0.740, indicating their exceptional ability to capture features of adjacent spaces. Ablation experiments further revealed the substantial positive impact of spatial structure features on the predictive performance for restoration quality. Moreover, the study highlighted the greater significance of naturally relevant entities (e.g., trees) compared to artificial entities (e.g., buildings) in relation to high restoration quality. This study clarifies the association between spatial structure and restoration quality, providing a new perspective to improve urban well-being in the future.

注意力恢复理论(ART)提出了了解城市和自然恢复质量的四个基本指标(远离、范围、魅力和兼容性)。然而,以往的研究大多依赖于孤立的问卷调查或图像,忽略了空间结构(场景实体之间的视觉关系)和邻近环境对修复质量的影响。本研究引入了一种空间依赖图神经网络(GNN)方法来弥补这一不足,并在城市尺度上探索空间结构与修复质量之间的关系。研究构建了两类图:街道级图使用连续街景图像(SVI)来捕捉实体间的视觉关系并表示空间结构;城市级图以道路拓扑关系为模型,捕捉相邻实体的空间特征,综合感知、空间和社会经济特征来衡量修复质量。结果表明,依赖空间的 GNN 优于传统模型,准确率(Acc)达到 0.742,F1 得分为 0.740,表明其捕捉相邻空间特征的能力出众。消融实验进一步揭示了空间结构特征对修复质量预测性能的重大积极影响。此外,研究还强调,与人工实体(如建筑物)相比,与自然相关的实体(如树木)对高修复质量的影响更大。这项研究阐明了空间结构与修复质量之间的关联,为未来改善城市福祉提供了一个新的视角。
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引用次数: 0
The association between maintenance and biodiversity in urban green spaces: A review 城市绿地的维护与生物多样性之间的关系:综述
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-29 DOI: 10.1016/j.landurbplan.2024.105153

Most urban green spaces (UGSs) today are under intensive maintenance practices, including mowing, cutting and/or chemical input, among many other practices. A growing body of research has questioned the biodiversity value of highly manicured UGSs and suggested the biodiversity potential of reduced-intensity maintenance regimes. However, the evidence for a relationship between maintenance and biodiversity in UGSs is still unclear and yet to be fully understood. This paper systematically reviews 92 published papers to examine this association. Our results showed a complex association between maintenance and biodiversity, mainly dependent on the type of maintenance practice studied and the measurement of biodiversity. Mowing was the predominant maintenance practice that had been investigated, and the evidence from these papers constantly reported a negative association between mowing intensity and various aspects of plant diversity. Similarly, reduced mowing intensity appeared to favour invertebrate diversity, yet many studies also found mixed associations as well as variations across taxonomic groups. The few studies on chemical input showed a negative association between the frequency of use of herbicides/pesticides/insecticides and the diversity of plants, invertebrates, and birds. Nuanced findings, including a non-linear association between maintenance intensity and biodiversity, and temporal/geographical differences, are discussed in this paper. This review offers insights for the development of biodiversity-friendly management strategies, highlighting existing research gaps and the need for further research concerning the maintenance-biodiversity link in UGSs.

如今,大多数城市绿地(UGSs)都采用密集型维护方式,包括修剪、砍伐和/或化学投入等多种方式。越来越多的研究对高度修剪的城市绿地的生物多样性价值提出了质疑,并认为降低养护强度的养护制度具有生物多样性潜力。然而,关于 UGS 的维护与生物多样性之间关系的证据仍不明确,有待充分了解。本文系统回顾了已发表的 92 篇论文,以研究这种关系。我们的研究结果表明,维护与生物多样性之间存在复杂的关系,主要取决于所研究的维护实践类型和生物多样性的测量方法。除草是已研究过的最主要的维护方式,这些论文中的证据不断表明,除草强度与植物多样性的各个方面之间存在负相关。同样,降低除草强度似乎有利于无脊椎动物的多样性,但许多研究也发现两者之间存在混合关系,不同分类群之间也存在差异。有关化学投入的少数研究表明,除草剂/杀虫剂/杀虫剂的使用频率与植物、无脊椎动物和鸟类的多样性之间存在负相关。本文讨论了一些细微的发现,包括维护强度与生物多样性之间的非线性关系以及时间/地理差异。这篇综述为制定生物多样性友好型管理策略提供了启示,同时强调了现有研究的不足之处,以及进一步研究 UGS 中维护与生物多样性之间联系的必要性。
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引用次数: 0
Liveability in large housing estates in Germany – Identifying differences based on a novel concept for a walkable city 德国大型住宅区的宜居性--根据步行城市的新概念确定差异
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-29 DOI: 10.1016/j.landurbplan.2024.105150

In times of rapid urban expansion, urgent demand for housing and simultaneously efforts to minimise the use of urban land are competing objectives. The concept of large housing estates (LHE) has therefore regained interest. This resurgence raises questions about the living conditions within these historically stigmatised complexes. While liveability studies often rely on surveys, we present a globally applicable quantitative approach to assess liveability along the dimensions of walkability, accessibility and built-up morphology. Using geospatial data and a delineation framework based on walking distances, we identify disparities in liveability. We identified three different planning paradigms for LHEs in Germany: the ‘structured and low-dense’ type, the ‘urbanity by density’ type in Western Germany and the ‘socialistic city’ type in Eastern Germany. Our analysis reveals significant differences in accessibility and morphology, that can be attributed to the historical guiding principles. Walkability, in contrast, seems to be influenced more by environmental elements (rivers, forests) and artificial barriers (railway lines, motorways) than by planning paradigms. The ‘structured’ type is characterised by monofunctionality, limited access to urban infrastructure, low building density, but a high proportion of green spaces. The ‘urbanity by density’ type has significantly higher building densities, better accessibility, but less urban green. The ‘socialistic’ urban type could not be clearly categorised, but seems to be a mixture of the other two types. In our analysis, the urbanity by density’ typology predominantly performed the best and, as such, emerges as the most liveable typology, potentially serving as a guiding model for future construction projects.

在城市迅速扩张的时代,住房需求迫切,同时又要尽量减少城市土地的使用,这是两个相互竞争的目标。因此,大型住宅区(LHE)的概念再次受到关注。这种回潮引发了人们对这些历史上被污名化的建筑群内居住条件的质疑。虽然宜居性研究通常依赖于调查,但我们提出了一种全球适用的定量方法,从步行能力、可达性和建筑形态等维度评估宜居性。利用地理空间数据和基于步行距离的划分框架,我们确定了宜居性的差异。我们为德国的低密度住宅区确定了三种不同的规划模式:"结构化低密度 "型、德国西部的 "密度城市 "型和德国东部的 "社会主义城市 "型。我们的分析表明,在可达性和形态方面存在显著差异,这可归因于历史指导原则。相比之下,步行能力似乎更多地受到环境因素(河流、森林)和人工障碍(铁路线、高速公路)的影响,而不是规划范式的影响。结构化 "类型的特点是功能单一、城市基础设施有限、建筑密度低,但绿地比例高。密度城市化 "类型的建筑密度明显较高,交通便利,但城市绿化较少。社会主义 "城市类型无法明确分类,但似乎是其他两种类型的混合体。在我们的分析中,"按密度城市化 "类型的表现最好,因此成为最宜居的类型,有可能成为未来建设项目的指导模式。
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引用次数: 0
Aesthetic experience of raingardens: The role of affordance 花园的审美体验:负担能力的作用
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-27 DOI: 10.1016/j.landurbplan.2024.105167

Raingardens, as part of urban green infrastructure, are being retrofitted in cities worldwide to contribute to urban sustainability and resilience. Technical function is essential, as is aesthetic function to optimise their community acceptance. Unlike technical design guidelines, aesthetic design guidelines for raingardens are limited. Experience of a landscape can contribute to its bio-physical sustainability, however not all landscape aesthetic experiences are pleasurable. Ecologically motivated landscape change might trigger displeasure. Thus, public support for such change depends on understanding how people perceive and experience beauty in that landscape. Four types of aesthetic experience of landscapes have been proposed in a perceptual model of human/environmental transactions, depending on landscape context and the observer’s situational context. These are scenic and ecological aesthetics, and aesthetics of care and effect of knowledge, and attachment and identity. Understanding which type applies to raingardens can inform their design and management to optimise their acceptance when retrofitted into streetscapes. As part of a study into perception of raingardens in four suburbs of Melbourne, Australia, survey data from 139 respondents were analysed quantitatively and qualitatively to reveal perceptual aesthetic experiences. The four aesthetic experiences proposed in the model were identified. An additional, fifth aesthetic, related to affordance, emerged from analysis. Drawing on criteria underlying each aesthetic lens, raingardens can be designed and managed to ensure that any aesthetic experience is favourable. Aesthetic lenses need not compete or be mutually exclusive. Design need not mimic natural forms but can draw attention to nature-based processes within the raingardens and foster environmental ethics.

作为城市绿色基础设施的一部分,世界各地的城市都在改造屋顶花园,以提高城市的可持续性和抗灾能力。技术功能至关重要,美学功能也是如此,以优化其社区接受度。与技术设计指南不同,雨水花园的美学设计指南非常有限。景观体验有助于其生物物理可持续性,但并非所有的景观审美体验都是愉悦的。以生态为动机的景观变化可能会引发不满。因此,公众对这种改变的支持取决于了解人们如何感知和体验景观中的美。在人类/环境交易的感知模型中提出了四种景观审美体验,这取决于景观环境和观察者的情境背景。它们是风景美学和生态美学、关怀美学和知识效应美学、依恋美学和身份认同美学。了解哪种类型适用于雨水花园,可以为雨水花园的设计和管理提供依据,从而在将雨水花园改造成街道景观时优化其接受度。作为澳大利亚墨尔本四个郊区对雨水花园认知研究的一部分,我们对来自 139 名受访者的调查数据进行了定量和定性分析,以揭示认知美学体验。确定了模型中提出的四种审美体验。通过分析,还发现了与负担能力相关的第五种审美体验。根据每种审美视角的基本标准,可以设计和管理雨林花园,以确保任何审美体验都是有利的。审美视角不必相互竞争或相互排斥。设计不必模仿自然形态,但可以吸引人们关注雨水花园中基于自然的过程,培养环境伦理。
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引用次数: 0
Shaping city soundscapes: In-situ comparison of four sound installations in an urban public space 塑造城市声景:对城市公共空间中的四种声音装置进行现场比较
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-25 DOI: 10.1016/j.landurbplan.2024.105173

The soundscape approach considers sound as a resource from a user perspective in the planning of public spaces. While this approach is garnering increased research attention, practitioners rarely integrate sound into their practice beyond noise mitigation. Yet, sound design of public spaces has long been a major focus of sound installation artists, who offer creative site-specific interventions to (re)design public spaces. In this study, we present the systematic evaluation and comparison of four temporary sound installations deployed over two consecutive summers in the same urban public space. The sound installations featured compositions by the artist collective Audiotopie using different combinations of ambient music, nature, and vocal sounds. To measure the effects of the sound installations on users’ experience, we deployed 825 questionnaires including soundscape ratings and sound source listings. The results show that all four sound installations improved the public space’s soundscape, with commonalities (increased calmness and pleasantness, decreased perceived loudness) and specificities (increased sense of being-away for one installation, increased extent-coherence and reduced ratings for chaotic for another) related to compositional and contextual factors, such as the intended design goals, users’ location, or the presence of construction noise. As well, three of the four installations distracted participants from other non-dominant sound sources such as construction works, air conditioners, but also birds and human voices. Overall, the results confirm that sound installations can have a common enhancing effect on the experience of public space users, in addition to specific, tailored effects to reinforce the intended design goals in public spaces.

声景方法从用户角度出发,将声音视为公共空间规划中的一种资源。虽然这种方法在研究中得到越来越多的关注,但实践者很少将声音融入他们的实践中,而不仅仅是噪音缓解。然而,长期以来,公共空间的声音设计一直是声音装置艺术家的主要关注点,他们针对特定场地进行创造性干预,以(重新)设计公共空间。在本研究中,我们对连续两个夏天在同一城市公共空间中部署的四个临时声音装置进行了系统评估和比较。这些声音装置以艺术家团体 Audiotopie 的作品为特色,采用了环境音乐、自然和人声的不同组合。为了测量声音装置对用户体验的影响,我们发放了 825 份调查问卷,其中包括声景评级和声源列表。结果表明,所有四种声音装置都改善了公共空间的声景,其共性(感知响度增加和降低)和特性(一种装置的感知增加,另一种装置的评分增加和降低)与组成和环境因素有关,如预期设计目标、用户位置或施工噪音的存在。此外,四个装置中有三个装置分散了参与者对其他非主要声源的注意力,如建筑工程、空调、鸟叫和人声。总之,研究结果证实,声音装置可以对公共空间使用者的体验产生共同的增强效果,此外还可以产生特定的、量身定制的效果,以强化公共空间的预期设计目标。
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引用次数: 0
Public perceptions of multiple ecosystem services from urban agriculture 公众对城市农业多种生态系统服务的看法
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-24 DOI: 10.1016/j.landurbplan.2024.105170

Urban agriculture has garnered increasing attention as a nature-based solution to achieve urban sustainability. Besides producing quality food for urban residents, urban agriculture could provide diverse and non-tangible ecosystem services that still need to be explored. While prior research has investigated direct stakeholders’ (e.g., urban farmers and growers) perspectives on ecosystem services from urban agriculture, the general public’s perception and underlying factors remain less understood. Such understanding is crucial as the broader community, beyond direct stakeholders, will benefit from urban agriculture and influence the policy and planning that determines its development trajectory. This study investigated the general public’s perception of ecosystem services associated with urban agriculture in the Miami Metropolitan Area, a region experiencing rapid urbanization and emerging urban agriculture development. Among 23 services surveyed, community-level cultural and regulating/supporting services were the most recognized. Conversely, individual-level cultural and provisioning services were the least recognized, underscoring the recognized contribution of urban agriculture to a much larger community and society. Respondents’ demographics, personal experience with farming/gardening, and awareness of urban agriculture in their surroundings were the significant factors, whereas geographic factors (e.g., land-use cluster) exerted less impact. Our findings highlight the perceived multifunctionality of urban agriculture from a public perspective and suggest a nuanced understanding of how urban agriculture contributes to social well-being. Our research provides empirical evidence of public support for urban agriculture development and has critical implications for urban regions interested in integrating urban agriculture to achieve urban sustainability.

城市农业作为实现城市可持续发展的一种基于自然的解决方案,受到越来越多的关注。除了为城市居民生产优质食物外,都市农业还可提供多样化的非物质生态系统服务,这些服务仍有待探索。虽然先前的研究已调查了直接利益相关者(如城市农民和种植者)对城市农业生态系统服务的看法,但对一般公众的看法和潜在因素的了解仍然较少。这种了解至关重要,因为除直接利益相关者外,更广泛的社区也将从都市农业中受益,并影响决定其发展轨迹的政策和规划。本研究调查了迈阿密大都会区普通公众对与都市农业相关的生态系统服务的看法,该地区正经历着快速的城市化和新兴的都市农业发展。在调查的 23 项服务中,社区层面的文化和调节/支持服务最受认可。相反,个人层面的文化服务和供应服务得到的认可度最低,这说明城市农业对更大范围的社区和社会的贡献得到了认可。受访者的人口统计学特征、个人农业/园艺经验以及对周围环境中都市农业的认识是重要因素,而地理因素(如土地利用群)的影响较小。我们的研究结果强调了从公众角度看城市农业的多功能性,并提出了对城市农业如何促进社会福祉的细微理解。我们的研究提供了公众支持城市农业发展的经验证据,对有意整合城市农业以实现城市可持续发展的城市地区具有重要意义。
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引用次数: 0
The relationship between urban greenery, mixed land use and life satisfaction: An examination using remote sensing data and deep learning 城市绿化、土地混合使用与生活满意度之间的关系:利用遥感数据和深度学习进行研究
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-24 DOI: 10.1016/j.landurbplan.2024.105174

Most Europeans reside in urban areas. Due to anthropogenic air and noise pollution, as well as crowdedness, urban residents experience lower levels of well-being and life satisfaction. The literature indicates that greening urban spaces can help to mitigate these negative effects on life satisfaction. This study employs a deep learning approach in conjunction with high-resolution satellite imagery and land use data to obtain the distribution of different green space types in the residents’ neighborhood and examine their effect on life satisfaction. Furthermore, the study sheds light on the indeterminate relationship between mixed urban land use and life satisfaction. In both cases, the study considers heterogeneous age group effects. The empirical results reveal that in Switzerland, (1) solely older residents’ life satisfaction is positively affected by a greener neighborhood; (2) trees and grass located in gardens and parks are the primary drivers of this effect; and (3) the positive association between land use mixture and life satisfaction decreases with age, with no association found for older individuals. These findings provide practical implications for future city planning in Switzerland and other European countries and highlight the importance of considering the neighborhood’s age distribution in this process to maximize the positive impact of urban greenery and mixed land use on residents’ life satisfaction.

大多数欧洲人居住在城市地区。由于人为的空气和噪音污染以及拥挤,城市居民的幸福感和生活满意度较低。文献表明,绿化城市空间有助于减轻这些对生活满意度的负面影响。本研究采用深度学习方法,结合高分辨率卫星图像和土地利用数据,获取居民区不同绿地类型的分布情况,并研究其对生活满意度的影响。此外,该研究还揭示了城市土地混合使用与生活满意度之间的不确定关系。在这两种情况下,研究都考虑了异质年龄组效应。实证结果表明,在瑞士,(1) 只有老年居民的生活满意度会受到绿色社区的积极影响;(2) 花园和公园中的树木和草地是产生这种影响的主要驱动力;(3) 土地混合使用与生活满意度之间的正相关会随着年龄的增长而减弱,老年居民则不会受到影响。这些发现为瑞士和其他欧洲国家未来的城市规划提供了实际意义,并强调了在这一过程中考虑社区年龄分布的重要性,以最大限度地发挥城市绿化和土地混合使用对居民生活满意度的积极影响。
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引用次数: 0
Greener view, safer drive: Using repeated field experiments and deep transfer learning technique to investigate impacts of urban road landscapes on driving performance 更环保的景观,更安全的驾驶:利用重复现场实验和深度迁移学习技术研究城市道路景观对驾驶性能的影响
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-23 DOI: 10.1016/j.landurbplan.2024.105156

Driving in urban environments is an essential part of urban residents’ daily life. We still know little about impacts of a wide range of greenness on driving performance in real urban environments, after controlling for socioeconomic, demographic, driving record, and other environmental factors. This missing knowledge prevents policymakers and professionals from using appropriate planning and design of green landscapes to create safe driving environments for numerous urban residents. This study aimed to address this significant knowledge gap by using real-world driving experiments. Each of thirty-four residents performed seven driving tasks so 238 driving tasks were completed in total. Each task lasted one hour and followed a randomly assigned sequence. Road greenness and other environmental characteristics were analyzed using deep transfer learning semantic segmentation based on live videos (30 frames per second), recorded by a camera positioned to capture the driver’s eye view. A serial communication technology, known as Controller Area Network bus (CANbus), was employed to continuously measure driving performance using four parameters. A series of hierarchical regression analyses yielded three major findings: First, an increased mean of greenness was associated with improved driving performance, as demonstrated by all four parameters. Second, an increased variation of greenness was also associated with better driving performance in three parameters. Finally, the mean of greenness displayed a stronger positive relationship with driving performance than the variation of greenness in three parameters. The findings imply that both the quantity and quality of green landscapes are critical for promoting driving performance in urban areas.

在城市环境中驾驶是城市居民日常生活的重要组成部分。在控制了社会经济、人口、驾驶记录和其他环境因素后,我们对各种绿化对实际城市环境中驾驶性能的影响仍然知之甚少。这些知识的缺失阻碍了政策制定者和专业人士利用适当的绿色景观规划和设计为众多城市居民创造安全的驾驶环境。本研究旨在通过实际驾驶实验来弥补这一重大知识空白。34 位居民每人完成了 7 项驾驶任务,因此总共完成了 238 项驾驶任务。每项任务持续一小时,按照随机分配的顺序进行。利用基于实时视频(每秒 30 帧)的深度迁移学习语义分割技术,对道路绿化和其他环境特征进行了分析。采用串行通信技术,即控制器区域网络总线(CANbus),利用四个参数对驾驶性能进行连续测量。一系列分层回归分析得出了三个主要结论:首先,绿色程度平均值的增加与驾驶性能的改善相关,所有四个参数都证明了这一点。其次,在三个参数中,绿度变化的增加也与更好的驾驶性能相关。最后,在三个参数中,绿化平均值与驾驶性能的正相关关系要强于绿化变化。研究结果表明,绿色景观的数量和质量对于提高城市地区的驾驶性能至关重要。
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Landscape and Urban Planning
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