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A content analysis of urban forest management plans in Canada: Changes in social-ecological objectives over time 加拿大城市森林管理计划内容分析:社会生态目标随时间的变化
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-17 DOI: 10.1016/j.landurbplan.2024.105154
Camilo Ordóñez Barona , Annick St Denis , Jackson Jung , Corinne G. Bassett , Sylvain Delagrange , Peter Duinker , Tenley Conway

Urban forests are a critical element of urban environmental planning. Greater awareness of the ecosystem services provided by urban forests over the last two decades has led to an increased interest in improving urban forest management. In Canada, the conditions of management are usually articulated by a municipal government in an urban forest management plan (UFMP). This study responds to previous studies on the content of Canadian UFMPs to provide a more comprehensive and updated comparison of UFMPs across Canada. While previous research has examined the content of UFMPs at a moment in time, and often when far fewer plans existed, in this study we consider changes in content over time and the influence of the social-ecological characteristics of municipalities on this content. We combined quantitative and qualitative content analyses, including topic modelling text analysis algorithms and interpretative thematic coding, to extract content, in the form of topics or themes, from 74 UFMPs. We assessed the distribution of these topics and themes by year of publication, and the influence of social-ecological characteristics upon this distribution using standard correlation and means differences analysis procedures. We found that Canadian UFMPs contain a broad number of themes and topics but are dominated by ideas referring to increasing tree abundance. Comparatively less attention is being paid to climate change and community stewardship. Mentions of increasing tree abundance and climate change rose over time. There was also a greater mention of administration, community education, and increasing tree abundance in smaller municipalities. Canadian municipalities may be well positioned to increase the abundance of urban forests given current management conditions. While abundance itself is beneficial, increasing abundance without addressing issues related to biodiversity, vulnerability of urban forests to climate change, and community stewardship, is a management trade-off that could, for example, increase abundance in the short term, but increase vulnerability in the long term. While focused on Canadian cities, this study also provides guidelines for possible cross-country comparisons and reflections on how UFMPs can be powerful management and planning tools for a climate-resilient and sustainable future.

城市森林是城市环境规划的关键要素。在过去的二十年里,人们对城市森林提供的生态系统服务有了更多的认识,从而对改善城市森林管理产生了更大的兴趣。在加拿大,管理条件通常由市政府在城市森林管理计划 (UFMP) 中阐明。本研究对之前有关加拿大城市森林管理计划内容的研究做出了回应,对加拿大各地的城市森林管理计划进行了更全面、更新的比较。以往的研究都是在某一时刻对城市森林管理计划的内容进行研究,而且往往是在计划数量少得多的时候,而在本研究中,我们考虑的是随着时间推移内容的变化,以及城市的社会生态特征对这些内容的影响。我们结合定量和定性内容分析,包括主题建模文本分析算法和解释性主题编码,以主题或专题的形式从 74 份 UFMP 中提取内容。我们使用标准的相关性和均值差异分析程序,评估了这些主题和专题按出版年份的分布情况,以及社会生态特征对这一分布情况的影响。我们发现,加拿大的 UFMP 包含大量主题和专题,但主要是关于提高树木丰度的观点。对气候变化和社区管理的关注相对较少。随着时间的推移,提到增加树木数量和气候变化的次数有所增加。在较小的城市中,提及行政管理、社区教育和增加树木数量的次数也较多。鉴于目前的管理条件,加拿大的城市可能完全有能力提高城市森林的丰度。虽然丰茂度本身是有益的,但如果不解决生物多样性、城市森林对气候变化的脆弱性以及社区管理等相关问题,增加丰茂度是一种管理上的权衡,例如,可能会在短期内增加丰茂度,但从长远来看会增加脆弱性。本研究以加拿大城市为重点,但也为可能的跨国比较提供了指导,并思考了城市森林管理计划如何成为强大的管理和规划工具,以实现气候适应性和可持续发展的未来。
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引用次数: 0
How do residential open spaces influence the older adults’ emotions: A field experiment using wearable sensors 住宅开放空间如何影响老年人的情绪:使用可穿戴传感器的实地实验
IF 9.1 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-15 DOI: 10.1016/j.landurbplan.2024.105152
Weijing Luo, Chongxian Chen, Haiwei Li, Yongqi Hou
Accumulative evidence and knowledge have revealed a close relationship between environments and human emotions. Residential open space (ROS) plays a significant role in shaping the older adults’ health and well-being. However, there is a lack of evidence for the association between various types of ROSs and the older adults’ emotions. The purpose of this study is to examine and compare the effects of ROSs of different qualities on the older adults’ physiological and psychological responses relevant to emotions. Three types of ROS (poor, medium, and high quality) were selected, and data from 69 older adults were collected through a real-world field experiment using multiple wearable sensors. Residential outdoor characteristics were quantified objectively through visual-perception indices and perceived restorativeness subjectively. The emotions were analyzed based on skin conductance level, heart-rate variability, electroencephalogram, and a psychological questionnaire. The results show that compared to exposure to the poor-quality ROS, exposure to the high-quality ROS led to a significantly lower increase in SCL and a higher improvement in vigor. Significant differences in β/α indices were found across the three types of ROS. In addition, the emotional effects of the visual-perception characteristics differed according to ROS type. Blue space and safety were negatively associated with the older adults’ emotional arousal in the high-quality ROS, while safety and walkability were negatively related to the older adults’ emotional arousal in the poor-quality ROS. The effects of greenery, visual crowdedness, and enclosure on the older adults’ emotions produced mixed findings among the different types of ROS. The findings of the research can offer guidance for urban planners to improve the design of ROS to provide more emotionally pleasing and age-friendly experiences.
累积的证据和知识表明,环境与人类情感之间有着密切的关系。住宅开放空间(ROS)在塑造老年人的健康和福祉方面发挥着重要作用。然而,目前还没有证据表明各种类型的开放空间与老年人的情绪之间存在关联。本研究的目的是研究和比较不同质量的 ROS 对老年人与情绪相关的生理和心理反应的影响。研究选择了三种类型的 ROS(劣质、中质和优质),并通过使用多种可穿戴传感器的真实世界现场实验收集了 69 位老年人的数据。通过视觉感知指数和主观感知的恢复性,客观地量化了住宅的户外特征。情绪分析基于皮肤电导水平、心率变异性、脑电图和心理问卷。结果表明,与暴露于劣质 ROS 相比,暴露于优质 ROS 导致的 SCL 增加明显较低,活力改善较高。三种有机溶剂的β/α指数也存在明显差异。此外,视觉感知特征对情绪的影响也因 ROS 类型而异。在高质量的开放式有机空间中,蓝色空间和安全性与老年人的情绪唤醒呈负相关,而在低质量的开放式有机空间中,安全性和可步行性与老年人的情绪唤醒呈负相关。绿化、视觉拥挤度和封闭性对老年人情绪的影响在不同类型的开放式有机空间中产生了不同的结果。研究结果可为城市规划者提供指导,帮助他们改进开放式有机空间的设计,为老年人提供更愉悦的情感体验。
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引用次数: 0
Comparison of the impact of school environment on body mass index, physical fitness, and mental health among Chinese adolescents: Correlations, risk factors, intermediary effects 比较学校环境对中国青少年体质指数、体能和心理健康的影响:相关性、风险因素、中间效应
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-14 DOI: 10.1016/j.landurbplan.2024.105151
Yuchao Lun , Hui Wang , Yifan Liu , Qi Wang , Tianbao Liu , Zenglin Han

Schools offer prospects to enhance adolescent health by encouraging physical activity. This study contributes to the understanding of adolescent health research, drawing on data from physical fitness and mental health surveys conducted in 2015. The participants included 8,967 seventh-grade students across 45 junior high schools in Dalian, China. By employing multilevel analytical models, this research explores the effects of both the school environment and school neighbourhood environment on adolescents’ body mass index (BMI), physical fitness (PF), and mental health (MH). Additionally, we delve into how physical activities (PA) affect these relationships through stepwise regression analysis. The findings indicate that the school setting significantly affects adolescents’ health outcomes. Specifically, BMI is positively correlated with distance to the nearest amusement park. Conversely, it negatively relates to the extent of school green space and playground, the diversity of land use, and sidewalk density. In terms of PF, positive associations were observed with land use mix and the normalised difference vegetation index (NDVI). However, PF demonstrates negative associations with distance to the nearest parks and beaches. Concerning MH, there is a positive relationship with the proportion of playground, land use mix, sidewalk density, NDVI, and the green view index (GVI). On the contrary, MH is negatively correlated with the distance to park, amusement park, and beach. PA, as an intermediary factor, moderates the relationship between the school environment and both adolescent PF and MH, with mediation effects of 3.713% and 25.193%, respectively. These insights offer valuable theoretical guidance for designing health-promoting schools and urban planning strategies.

学校通过鼓励体育锻炼为增进青少年健康提供了前景。本研究利用2015年进行的体质和心理健康调查数据,为了解青少年健康研究做出了贡献。参与者包括中国大连市45所初中的8967名七年级学生。通过采用多层次分析模型,本研究探讨了学校环境和学校周边环境对青少年体重指数(BMI)、体能(PF)和心理健康(MH)的影响。此外,我们还通过逐步回归分析深入研究了体育活动(PA)对这些关系的影响。研究结果表明,学校环境对青少年的健康结果有重大影响。具体来说,体重指数与距离最近的游乐园的距离呈正相关。相反,它与学校绿地和操场的范围、土地使用的多样性以及人行道密度呈负相关。就 PF 而言,土地利用组合和归一化差异植被指数(NDVI)呈正相关。然而,PF 与距离最近的公园和海滩的距离呈负相关。至于 MH,则与操场比例、土地利用组合、人行道密度、归一化植被指数和绿色景观指数(GVI)呈正相关。相反,MH 与公园、游乐园和海滩的距离呈负相关。PA 作为中介因素,调节了学校环境与青少年 PF 和 MH 之间的关系,其中介效应分别为 3.713% 和 25.193%。这些见解为设计促进健康的学校和城市规划策略提供了宝贵的理论指导。
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引用次数: 0
How can networks address barriers to nature-based solutions? The case of agriculture and construction in the Netherlands 网络如何解决自然解决方案的障碍?荷兰农业和建筑业案例
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-13 DOI: 10.1016/j.landurbplan.2024.105147
Maryse M.H. Chappin , Maarten J. Punt , Helen S. Toxopeus , Nina van Tilburg , Cathy L. de Jongh , Hens A.C. Runhaar , Godelieve H.J. Spaas

Nature-based solutions (NBS) can play a critical role in sustainability transitions in both urban and rural areas, but their uptake is hindered by a wide variety of barriers. While networks have been identified as a support structure for mainstreaming NBS, it is unclear what specific roles networks play in addressing the multiple barriers that NBS mainstreaming faces. Through qualitative research using focus group meetings and semi-structured interviews within two sectors in the Netherlands where attempts towards a nature-based transition are observed – i.e., agriculture and construction – we identify seven different functions through which networks address six specific barrier categories. We find broad network functions (e.g., knowledge sharing) that address multiple types of barriers simultaneously and targeted network functions (e.g., lobbying towards policy makers) aimed at alleviating one specific type of barrier. We also document that networks leave certain barriers unaddressed, such as technological and political barriers in the construction sector and social barriers in both sectors. Our results contribute to a more in-depth understanding of network function – barrier combinations for nature-based sustainability transitions, both in an urban and a rural context, which can help networks to further strategize and allocate their resources.

基于自然的解决方案(NBS)可在城市和农村地区的可持续性转型中发挥关键作用,但其应用却受到各种障碍的阻碍。虽然网络被认为是将自然解决方案主流化的支持结构,但目前还不清楚网络在解决自然解决方案主流化所面临的多重障碍方面发挥了哪些具体作用。通过在荷兰农业和建筑业这两个尝试向以自然为基础的转型的行业中使用焦点小组会议和半结构化访谈进行定性研究,我们确定了网络在解决六类特定障碍时所发挥的七种不同功能。我们发现,广泛的网络功能(如知识共享)可同时解决多种类型的障碍,而有针对性的网络功能(如游说政策制定者)则旨在减轻某一特定类型的障碍。我们还发现,网络会忽略某些障碍,如建筑部门的技术和政治障碍以及这两个部门的社会障碍。我们的研究结果有助于更深入地了解网络功能--在城市和农村背景下基于自然的可持续性转型的障碍组合,这有助于网络进一步制定战略和分配资源。
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引用次数: 0
Exploring the spatial trade-off effects of green space on older people’s physical inactivity: Evidence from Shanghai 探索绿地对老年人缺乏运动的空间权衡效应:来自上海的证据
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-13 DOI: 10.1016/j.landurbplan.2024.105155
Siyu Miao, Yang Xiao

Given that green space patterns and population density often show opposing trends over space, this could lead to trade-off (distance/population decay) relationships. Consequently, this paper utilized the Study on Global Ageing and Adult Health (SAGE) data from Shanghai, China, to investigate whether there is a spatial trade-off in the health effects of green spaces on people’s inactivity. Our findings confirmed the trade-off effects of green spaces in reducing sedentary time, using interaction terms to highlight how the health impacts of green spaces vary across different population densities and may thus lead to inconsistent relationships between green space and health outcomes. Generally, the ability of green spaces to affect sedentary time decreased as population density increases, particularly regarding park proximity and the Normalized Difference Vegetation Index (NDVI). Our research also revealed that the trade-off in health benefits from green spaces was influenced by the type of green space. For instance, park proximity, park area, and NDVI showed trade-off effects, with higher population densities enhancing the impact of NDVI on increasing sedentary time (β = 133.871), despite NDVI itself decreasing with a rise in population density (r = -0.68). Conversely, the Green Vegetation Index (GVI) did not demonstrate such an effect. The unequal spatial distribution and composition of green space may further exacerbate health inequities. Therefore, this paper recommends that future provisioning of green spaces should take into account the local urban spatial structure.

鉴于绿地模式和人口密度在空间上往往呈现相反的趋势,这可能导致权衡(距离/人口衰减)关系。因此,本文利用中国上海的 "全球老龄化与成人健康研究"(SAGE)数据,研究了绿地对人们不活动的健康影响是否存在空间权衡。我们的研究结果证实了绿地在减少久坐时间方面的权衡效应,并利用交互项强调了绿地对健康的影响在不同人口密度下的差异,从而可能导致绿地与健康结果之间的关系不一致。一般来说,绿地影响久坐时间的能力随着人口密度的增加而降低,尤其是在公园邻近度和归一化差异植被指数(NDVI)方面。我们的研究还显示,绿地对健康益处的权衡受到绿地类型的影响。例如,公园邻近度、公园面积和归一化差异植被指数显示出权衡效应,人口密度越高,归一化差异植被指数对增加久坐时间的影响越大(β = 133.871),尽管归一化差异植被指数本身会随着人口密度的增加而降低(r = -0.68)。相反,绿色植被指数(GVI)却没有显示出这种效应。绿地在空间分布和构成上的不平等可能会进一步加剧健康方面的不平等。因此,本文建议今后在提供绿地时应考虑当地的城市空间结构。
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引用次数: 0
After-sealing life in urban soils: Experimental evidence of resilience and efficiency of ectomycorrhizal inoculation 城市土壤中的封存后生命:外生菌根接种的恢复力和效率的实验证据
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-10 DOI: 10.1016/j.landurbplan.2024.105149
Authier Louise , Mallet Lucas , Taudière Adrien , Violle Cyrille , Richard Franck

The restoration of urban sealed soils is a major stake for urban planners. In particular, characterizing their resilience from a biotic perspective is of primary importance for remobilizing these artificialized substrates in urban green spaces. Using Marseille (France) as a case study, we implemented a metabarcoding next generation sequencing approach to characterize the diversity and the composition of ectomycorrhizal (EM) fungal communities present in soils sealed for 60 years. Based on an inoculation experiment, we tested the ability of the remaining spore bank to establish EM interactions with plants. Altogether, we aimed at assessing the potential of peri-urban natural habitats to provide an efficient soil EM inoculum for the restoration of urban soils. We found that: (i) long-term sealing drastically reduced the diversity of EM fungi in urban soils, (ii) long-leaved spores of hypogeous gastroid fungi were efficient to establish EM symbioses with plants, and (iii) the efficiency of EM fungal inoculation depended on the natural habitat used as an inoculum source. Oak forests provided species-rich but poorly efficient inoculum. Contrastingly, soils collected in disturbed shrublands (garrigues) hosted moderately-rich EM communities containing droughtadapted species with high ability to colonize urban soils. Our findings highlight that peri-urban landscapes are promising candidates to feed local systems of urban soil restoration. In this perspective, poorly-considered habitats such as shrublands can be considered as valuable sources of soil biota to prevent the over-exploitation of agricultural areas.

恢复城市封存土壤是城市规划者的一项重要任务。特别是,从生物角度描述其复原力对于在城市绿地中重新调动这些人工化基质至关重要。我们以马赛(法国)为案例,采用新一代代谢条码测序方法来描述密封了 60 年的土壤中外生菌群落的多样性和组成。在接种实验的基础上,我们测试了剩余孢子库与植物建立 EM 相互作用的能力。总之,我们的目的是评估城市自然栖息地为修复城市土壤提供有效土壤 EM 接种物的潜力。我们发现(i)长期的密封大大降低了城市土壤中电磁真菌的多样性,(ii)下生胃真菌的长叶孢子能有效地与植物建立电磁共生关系,(iii)电磁真菌接种的效率取决于作为接种源的自然栖息地。橡树林提供了物种丰富但效率较低的接种体。与此相反,在受干扰的灌木林(garrigues)中采集的土壤则具有中等丰富的 EM 群落,其中含有适应干旱的物种,具有很强的在城市土壤中定居的能力。我们的研究结果突出表明,城市景观是为当地城市土壤修复系统提供养分的理想候选地。从这个角度来看,灌木林等未被充分考虑的栖息地可被视为土壤生物区系的宝贵来源,以防止农业区的过度开发。
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引用次数: 0
Green Enough? A dose-response curve of the impact of street greenery levels and types on perceived happiness 绿化是否足够?街道绿化水平和类型对幸福感影响的剂量反应曲线
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-09 DOI: 10.1016/j.landurbplan.2024.105130
Pablo Navarrete-Hernandez , Niloufar Kiarostami , Dicheng Yang , Alp Ozcakir

Although research shows that individuals report higher levels of happiness when viewing green environments, the dose curve describing the impact of greenery on happiness remains undefined. Current literature only presents dose curves representing the associations between stress recovery and tree coverage, and does not explore how this fluctuates for different types of green infrastructure. Using an image-based randomised control trial with 401 participants, this study assesses the impact of levels and types of street greenery on people’s perceptions of happiness. Participants were randomly assigned to rate one of six images representing proportional increments of street greenery coverage (from 0% to 45%) across three greenery configurations – ground level, between buildings, and vertical (on building façades). The results suggest that the highest levels of perceived happiness are obtained from green coverage of between 35% and 45%, at which point the effect levels off. Vertical greenery coverage has a larger impact on perceived happiness than the other two tested configurations, and has a positive linear rather than concave relationship. The study indicates that viewing greater amounts of greenery significantly enhances communities’ perceived happiness, and shows that the relationship is dependent on the type of green infrastructure configuration used.

尽管研究表明,人们在观赏绿色环境时会感到更高的幸福感,但描述绿化对幸福感影响的剂量曲线仍未确定。目前的文献只提供了代表压力恢复与树木覆盖率之间关系的剂量曲线,并没有探讨不同类型的绿色基础设施如何波动。本研究通过一项有 401 人参加的基于图像的随机对照试验,评估了街道绿化的水平和类型对人们幸福感的影响。参与者被随机分配到六张图片中,对其中一张图片进行评分,这六张图片分别代表街道绿化覆盖率(从 0% 到 45%)按比例递增的三种绿化配置--地面、建筑物之间和垂直(建筑物外墙)。结果表明,绿化覆盖率在 35% 至 45% 之间时,感知幸福感水平最高,此时效果趋于平稳。与其他两种测试配置相比,垂直绿化覆盖率对幸福感的影响更大,且呈正线性关系而非凹陷关系。研究表明,观赏更多的绿化可显著提高社区的幸福感,并表明这种关系取决于所使用的绿色基础设施配置类型。
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引用次数: 0
Community garden management for resilient cities: A case study in suburban Tokyo during the COVID-19 pandemic 弹性城市的社区花园管理:COVID-19 大流行期间东京郊区的案例研究
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-07-09 DOI: 10.1016/j.landurbplan.2024.105148
Naomi Shimpo

Numerous studies underscore the role of community gardens in sustaining food security, physical and mental health, and social networks during the COVID-19 pandemic, contributing to community resilience in different contexts of each country. Despite the rich history of urban gardening, Japan remains a geographical gap. This study conducted a mixed-method case study in suburban Tokyo and addresses the unique response of community gardeners to the pandemic within the Japanese context. The survey revealed that gardeners proactively established rules to navigate the crisis quickly through discussion and sustained their gardening activities. The findings also showed that their continuing activities helped the gardeners maintaining physical and mental health, and notably keeping their ikigai, sense of purpose in life in the unusual days. Thus, this study provided new evidence that community gardens may contribute to urban resilience, which indicates the significance of incorporating them into urban green space planning as a preparatory measure for future social crises.

大量研究强调,在 COVID-19 大流行期间,社区菜园在维持食品安全、身心健康和社会网络方面发挥了作用,为各国不同背景下的社区复原力做出了贡献。尽管日本拥有丰富的城市园林历史,但在地域上仍是一个空白。本研究在东京郊区开展了一项混合方法案例研究,探讨了日本社区园丁对大流行病的独特反应。调查显示,园丁们积极主动地制定规则,通过讨论迅速度过危机,并持续开展园艺活动。调查结果还显示,持续的活动有助于园丁们保持身心健康,尤其是在不寻常的日子里保持他们的生活目标感。因此,这项研究提供了新的证据,证明社区菜园可能有助于提高城市抗灾能力,这表明将社区菜园纳入城市绿地规划作为应对未来社会危机的准备措施具有重要意义。
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引用次数: 0
Anthropogenic pressure in Czech protected areas over the last 60 years: A concerning increase 捷克保护区过去 60 年来的人为压力:令人担忧的增长
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-06-22 DOI: 10.1016/j.landurbplan.2024.105146
Tomáš Janík , Vladimír Zýka , Katarína Demková , Marek Havlíček , Roman Borovec , Anna Lichová , Barbora Mrkvová , Dušan Romportl

This article focuses on the evolution of anthropogenic pressure across Czech large-scale protected areas (protected landscape areas and national parks, n = 30) over the last 60 years. In four periods (1960s; 1990; 2004; between 2016 and 2020) we analysed the development of artificial structures (built-up areas, recreational areas, roads, dirt roads, and streets) and their impact on landscape fragmentation. These spatial data were derived from topographic maps and aerial imageries and then statistically compared. Principally, built-up and recreational areas have increased; however, intensity varied across protected areas (PAs). Built-up areas have grown more in PAs close to large towns, especially after 1990 as protection did not prevent suburbanization in the PAs. Furthermore, PAs with more built-up areas also have more buildable areas; therefore, further ongoing development is expected. Recreational areas are present the most in some mountainous areas, such as ski resorts, and near large towns and spa towns (e.g. golf courses). The density of roads was more or less stable during the study period. Dirt road density differed within PAs according to the prevalent type of landscape: growth or stagnation in forested areas due to recreation and logging purposes and a decline in agricultural land, mainly as a consequence of collectivization in 1950 s followed by landscape unification and the creation of large patches of agricultural land. To sum up, anthropogenic pressure increased with landscape fragmentation, but these impacts are different across Czechia; in peripheral, attractive or peri-urban areas, which is important from landscape management point of view.

本文重点关注捷克大型保护区(景观保护区和国家公园,n = 30)在过去 60 年间人为压力的演变。我们在四个时期(20 世纪 60 年代、1990 年、2004 年、2016 年至 2020 年)分析了人工结构(建筑区、休闲区、道路、土路和街道)的发展及其对景观破碎化的影响。这些空间数据来自地形图和航拍图像,然后进行统计比较。从总体上看,建筑密集区和休闲区有所增加,但不同保护区的密集程度各不相同。在靠近大城镇的保护区内,建筑密集区增加较多,尤其是在 1990 年之后,因为保护并没有阻止保护区内的郊区化。此外,建成区较多的保护区也有较多的可建设区;因此,预计将进一步持续发展。休闲区主要分布在一些山区,如滑雪场、大城镇和温泉镇附近(如高尔夫球场)。在研究期间,道路密度基本保持稳定。保护区内的土路密度因景观类型而异:林区因休闲和伐木目的而增长或停滞,农田则有所减少,这主要是 1950 年代集体化的结果,随后是景观统一和大片农田的形成。总之,人为压力随着景观破碎化而增加,但这些影响在捷克各地、周边地区、有吸引力的地区或城市周边地区有所不同,这一点从景观管理的角度来看非常重要。
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引用次数: 0
HashGAT-VCA: A vector cellular automata model with hash function and graph attention network for urban land-use change simulation HashGAT-VCA:带有哈希函数和图注意网络的矢量蜂窝自动机模型,用于城市土地利用变化模拟
IF 7.9 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2024-06-21 DOI: 10.1016/j.landurbplan.2024.105145
Qingfeng Guan , Jianfeng Li , Yaqian Zhai , Xun Liang , Yao Yao

Vector cellular automata (VCA) models, which excel at representing spatiotemporal dynamics of irregularly shaped land parcels, have been widely employed in land use change simulations. However, current research faces the following issues: (1) most VCA models neglect the spatial heterogeneity of driving factors within each land parcel when evaluating the environmental driving effects; (2) when calculating the neighborhood effects, simple statistics of land use types in neighboring parcels are often used, overlooking the influence of driving factors within neighboring parcels; (3) the ability to explore the interactions between land parcels is often limited. To address the aforementioned issues, this study proposes a HashGAT-VCA model for investigating urban land use changes. The model utilizes a Hash function to encode the non-uniform distribution of each driving factor within each irregularly shaped land parcel into a fixed-length vector, and constructs a graph structure between land parcels based on their spatial topological relationships. By employing a Graph Attention Network (GAT), the model explores the mechanisms of environmental driving effects and inter-parcel interactions to calculate the probability of land use change for each parcel. The proposed HashGAT-VCA model was applied to simulate urban land use changes in Shenzhen, China, from 2009 to 2012. Compared to other VCA models, the HashGAT-VCA demonstrated higher simulation accuracy. The results indicated that HashGAT-VCA can effectively capture the impacts of the heterogeneously distributed driving factors and the interactions between land parcels on land use changes. Additionally, this study simulated land use patterns for the years 2025 and 2030 under ecological control strategies, providing decision support for urban planning.

矢量单元自动机(VCA)模型擅长表现形状不规则地块的时空动态,已被广泛应用于土地利用变化模拟。然而,目前的研究面临以下问题:(1)大多数 VCA 模型在评估环境驱动效应时,忽略了每个地块内驱动因素的空间异质性;(2)在计算邻近效应时,往往使用相邻地块土地利用类型的简单统计,忽略了相邻地块内驱动因素的影响;(3)探索地块间相互作用的能力往往有限。针对上述问题,本研究提出了一个用于研究城市土地利用变化的 HashGAT-VCA 模型。该模型利用哈希函数将每个不规则地块内各驱动因素的非均匀分布编码成固定长度的向量,并根据地块间的空间拓扑关系构建地块间的图结构。该模型采用图形注意网络(GAT),探索环境驱动效应和地块间相互作用的机制,从而计算出每个地块的土地利用变化概率。所提出的 HashGAT-VCA 模型被用于模拟中国深圳 2009 年至 2012 年的城市土地利用变化。与其他 VCA 模型相比,HashGAT-VCA 的模拟精度更高。结果表明,HashGAT-VCA 能有效捕捉异质性分布的驱动因素和地块之间的相互作用对土地利用变化的影响。此外,本研究还模拟了 2025 年和 2030 年生态控制策略下的土地利用模式,为城市规划提供了决策支持。
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Landscape and Urban Planning
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