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Assessing urban and peri-urban river restoration with natural benchmarks in Hong Kong 以香港的自然基准评估市区及近郊的河流修复
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-27 DOI: 10.1016/j.landurbplan.2025.105573
Yang Chen , Yuhong Wang , Jia Huan Liew , Phoenix Wang , Siqi Jia , Xiaoli Ding , Wu Chen
River restoration has been increasingly recognized as a vital aspect of sustainable urban planning. However, evaluations of the restoration efforts often rely on limited pre- and post-restoration comparisons of the same sites, without understanding the natural states of the rivers before disturbance. Knowledge of the natural states is important because it is what restoration implies. To cover this gap, this study uses natural river ecosystems as benchmarks to assess urban and peri-urban river restoration. We conducted a comprehensive evaluation of the hydro-morphology, water quality, and biodiversity of restored urban and peri-urban rivers and their natural counterparts. Our findings indicate that restored sites generally exhibit poorer habitat conditions and water quality. Restored sites can achieve comparable or even higher levels of biodiversity for certain biological groups due to high nutrient levels, but they fall short in hosting protected species. Our findings suggest that it is challenging to restore urban and peri-urban rivers to their natural states. Instead, planners and policymakers may aim to create a new state that incorporates useful natural elements, addresses site constraints, and balances the functional needs of urban communities.
河流恢复已日益被认为是可持续城市规划的一个重要方面。然而,对修复工作的评估往往依赖于对同一地点有限的修复前和修复后的比较,而不了解干扰前河流的自然状态。了解自然状态是很重要的,因为这是修复的含义。为了弥补这一空白,本研究使用自然河流生态系统作为基准来评估城市和城郊河流的恢复。我们对恢复后的城市和近郊河流及其自然河流的水文形态、水质和生物多样性进行了综合评价。我们的研究结果表明,恢复的地点通常表现出较差的栖息地条件和水质。由于营养水平高,恢复的地点可以为某些生物类群实现相当甚至更高的生物多样性水平,但它们在容纳受保护物种方面存在不足。我们的研究结果表明,将城市和城郊河流恢复到自然状态是具有挑战性的。相反,规划者和决策者的目标可能是创造一种新的状态,结合有用的自然元素,解决场地限制,平衡城市社区的功能需求。
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引用次数: 0
Beyond sentiment: Using large language models to decode multidimensional urban park perceptions for enhanced equality 超越情感:使用大型语言模型来解码多维城市公园感知,以增强平等
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-26 DOI: 10.1016/j.landurbplan.2025.105571
Qiwei Song , Siyu Tian , Lingwei Zheng , Yuxuan Zheng , Lin Qiu , Bo Huang , Jeroen van Ameijde
Understanding how people value urban parks is vital for designing liveable and equitable cities, yet the nuanced measurement of park perception proves elusive. While analysis of user-generated content from social media offers scalability over conventional small-sample surveys or objective indicators, deriving effective perceptions beyond basic sentiment, aligned with actionable urban planning variables, remains a crucial challenge. Consequently, a critical gap persists in evaluating inequality in park accessibility through the lens of multi-dimensional quality experiences within diverse urban settings. This hinders truly citizen-centric green space planning and the derivation of insights that transcend quantity. To address this challenge, this study pioneers a systematic benchmarking of large language models (LLMs) and other encoders to classify three perception dimensions—perceived accessibility, usability, and attractiveness—from massive online review data. The fine-tuned Park-Perception-LLM achieved 83–91% accuracy, outperforming other algorithms. Applied to Hong Kong as a representative case of a high-density metropolis, we measured perception scores for 158 urban parks and developed a novel perception-weighted park accessibility metric. This uncovered pronounced inequalities, identifying neighbourhoods with abundant park capacity yet poor experiential quality—a nuanced socio-spatial disparity. Subsequent analysis of perception pathways revealed that diverse facility provision, natural park elements, nearby cultural amenities, and green streetscapes could significantly enhance perceived qualities, whereas monotonous urban forms undermine attractiveness. This LLM-driven framework accurately infers comprehensive perceptions from online reviews, providing a scalable analytical foundation to support planners, designers, and policymakers in integrating perception-based evidence into future park planning, design, and management decisions towards better quality of life.
了解人们如何评价城市公园对于设计宜居和公平的城市至关重要,但对公园感知的细微测量却难以捉摸。虽然分析来自社交媒体的用户生成内容比传统的小样本调查或客观指标具有可扩展性,但在基本情绪之外获得有效的感知,并与可操作的城市规划变量保持一致,仍然是一个关键挑战。因此,在通过不同城市环境中的多维质量体验来评估公园可达性不平等方面,仍然存在一个关键差距。这阻碍了真正以市民为中心的绿色空间规划和超越数量的见解的推导。为了应对这一挑战,本研究率先对大型语言模型(llm)和其他编码器进行了系统的基准测试,以从大量在线评论数据中分类三个感知维度——感知可访问性、可用性和吸引力。经过微调的Park-Perception-LLM准确率达到83-91%,优于其他算法。本文以香港为例,对158个城市公园的感知得分进行了测量,并建立了一种新的感知加权公园可达性指标。这揭示了明显的不平等,确定了公园容量充足但体验质量较差的社区-微妙的社会空间差异。随后对感知路径的分析表明,多样化的设施设施、自然公园元素、附近的文化设施和绿色街景可以显著提高感知品质,而单调的城市形态会削弱吸引力。这个法学硕士驱动的框架从在线评论中准确地推断出全面的看法,提供可扩展的分析基础,以支持规划者、设计师和决策者将基于感知的证据整合到未来的公园规划、设计和管理决策中,以提高生活质量。
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引用次数: 0
Human-nature interactions through a digital prism: Heterogeneity in user socio-demographics and content across social media platforms 数字棱镜下的人与自然互动:跨社交媒体平台的用户社会人口统计学和内容的异质性
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-24 DOI: 10.1016/j.landurbplan.2025.105568
Andrea Ghermandi , Yaella Depietri , Daniel E. Orenstein
User-generated content from social media platforms offers valuable insights into human-nature interactions, yet research frequently relies on data from only one or a few social media platforms. This limitation raises concerns about representation and measurement biases, especially as different platforms vary in user demographics, type of supported media, and content-sharing norms. To address these gaps, we conducted a comparative analysis of user-generated content related to nature experiences across 13 social media platforms, using Ramat Hanadiv nature park in Israel as a case study. We analyzed platform-specific socio-demographic characteristics, including users’ geographic origin, gender, and language, and evaluated differences in textual and visual content shared on each platform. Results were cross-validated against on-site survey data to assess whether combining data from multiple sources could reduce socio-demographic and content-related biases and whether textual, visual, or combined data more accurately reflects visitor preferences. Our findings reveal substantial variability across platforms. While data integration yielded a more balanced demographic representation, the combined content did not uniformly improve alignment with survey data. Textual content analysis offered closer alignment with survey responses, suggesting that it may more accurately capture visitors’ preferences than visual content alone. This study advances social media-based environmental research by showing that accounting for platform and content-type differences is essential for extracting reliable insights to guide environmental management and conservation planning.
来自社交媒体平台的用户生成内容为人类与自然的互动提供了宝贵的见解,然而研究往往只依赖于一个或几个社交媒体平台的数据。这种限制引起了对代表性和测量偏差的关注,特别是不同的平台在用户人口统计、支持的媒体类型和内容共享规范方面各不相同。为了解决这些差距,我们对13个社交媒体平台上与自然体验相关的用户生成内容进行了比较分析,并以以色列的Ramat Hanadiv自然公园为例进行了研究。我们分析了特定平台的社会人口特征,包括用户的地理来源、性别和语言,并评估了每个平台上共享的文本和视觉内容的差异。结果与现场调查数据交叉验证,以评估来自多个来源的数据组合是否可以减少社会人口统计学和内容相关的偏见,以及文本、视觉或组合数据是否更准确地反映了访问者的偏好。我们的发现揭示了不同平台之间的巨大差异。虽然数据整合产生了更均衡的人口代表性,但合并后的内容并没有统一地改善与调查数据的一致性。文本内容分析提供了与调查结果更接近的一致性,表明它可能比单独的视觉内容更准确地捕捉访问者的偏好。这项研究表明,考虑平台和内容类型的差异对于提取可靠的见解以指导环境管理和保护规划至关重要,从而推动了基于社交媒体的环境研究。
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引用次数: 0
Limitations of quantified rules in urban forestry 城市林业量化规则的局限性
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-22 DOI: 10.1016/j.landurbplan.2025.105569
Peter Duinker , Christian Messier , Manuel Esperon-Rodriguez , Suzanne Mavoa , Jürgen Bauhus
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引用次数: 0
Integrating climate-niche safety margins and physiological responses to extreme heat in subtropical urban forests 亚热带城市森林气候生态位安全边际与极端高温生理响应的综合研究
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-22 DOI: 10.1016/j.landurbplan.2025.105565
Jie Xu , Minxin Gou , Haiyang Wang , Qiongshuang Guo , Bin Liu , Jianhua Zhou , Xinping Chen
Climate change poses significant challenges to urban trees, which exhibit unique physiological responses to urban environments and are often transplanted outside their native ranges. These factors make it essential to refine methods for understanding how urban tree population structure and functioning may shift under future climate conditions. This study presents an integrated framework combining field surveys, climate-niche safety margins, and physiological trait assessments to evaluate the climate resilience of urban woody plants in subtropical regions. Focusing on Chongqing, China, we compiled a comprehensive inventory of 333 urban woody species based on field data and existing records. Analysis of climate-niche safety margins revealed distinct vulnerability patterns across life forms, with all 293 analyzed species projected to exceed their maximum temperature tolerance thresholds under the Shared Socioeconomic Pathway 3–7.0 scenario by 2050. Trees consistently exhibited greater projected temperature sensitivity compared to shrubs, with deciduous trees being the most vulnerable—55 % of species exceeded their mean annual temperature safety margins. Physiological heat tolerance was assessed for 21 woody plant species during a 13-day extreme heat event, revealing substantial interspecific variation. Generalized additive models demonstrated that the 95th percentile of maximum temperature of the warmest month and the 5th percentile of annual precipitation collectively explained 70.96 % of the observed variation in heat tolerance through non-linear relationships. Cross-validation (mean R2 = 0.347) indicated moderate predictive accuracy, while underscoring the limitations of inferring physiological mechanisms solely from climatic correlations. These findings validate the relevance of climate realized niches in predicting heat tolerance and highlight the complexity of species–climate interactions. The proposed framework offers a systematic approach to climate-resilient urban forest management, providing practical guidelines for species selection and risk assessment in subtropical urban environments.
气候变化给城市树木带来了重大挑战,城市树木对城市环境表现出独特的生理反应,经常被移植到其原生范围之外。这些因素使得我们有必要改进方法,以了解城市树木种群结构和功能在未来气候条件下如何变化。本研究提出了一个结合野外调查、气候生态位安全边际和生理性状评价的综合框架,以评价亚热带城市木本植物的气候适应能力。以重庆市为研究对象,在野外资料和现有记录的基础上,对333种城市木本植物进行了综合清查。对气候生态位安全边际的分析揭示了不同生命形式的脆弱性模式,所有293种被分析的物种预计到2050年将超过它们在共享社会经济路径3-7.0情景下的最高温度耐受阈值。与灌木相比,乔木始终表现出更大的预估温度敏感性,其中落叶树是最脆弱的,55%的树种超过了其年平均温度安全边际。对21种木本植物在13天的极端高温事件中的生理耐热性进行了评估,发现了大量的种间差异。广义加性模型表明,最暖月份最高气温的第95百分位和年降水量的第5百分位通过非线性关系共同解释了70.96%的耐热性变化。交叉验证(平均R2 = 0.347)表明预测准确性中等,同时强调了仅从气候相关性推断生理机制的局限性。这些发现验证了气候实现生态位在预测耐热性方面的相关性,并突出了物种-气候相互作用的复杂性。该框架为气候适应型城市森林管理提供了一种系统的方法,为亚热带城市环境下的物种选择和风险评估提供了实用指南。
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引用次数: 0
Health benefits of parks are more strongly associated with driving access than walking access in the contiguous United States 在美国邻近地区,公园的健康效益与驾车出行的关系比步行出行的关系更强
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-17 DOI: 10.1016/j.landurbplan.2025.105567
Mark R. Kreider , William L. Rice , Cindy S. Leary , Erin O. Semmens , R. Travis Belote , Andrew J. Larson
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引用次数: 0
Urban farms support cavity-nesting bees and DNA metabarcoding reveals weeds are key pollen resources 城市农场支持洞穴筑巢的蜜蜂,DNA元条形码显示杂草是关键的花粉资源
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-16 DOI: 10.1016/j.landurbplan.2025.105554
Katherine J. Turo , Rodney T. Richardson , Molly Frabotta , Reed M. Johnson , Mary M. Gardiner
Cities have been acclaimed as hotspots for bee biodiversity and potential conservation targets, leading to continued investment in urban pollinator plantings. However, newly created habitats are rarely assessed for their efficacy in supporting bee fitness or the extent to which bees use seeded wildflowers. We compared urban bee nesting in targeted “pocket prairie” pollinator plantings versus urban farms that were intended to support multiple ecosystem services in Cleveland, Ohio, USA. We used trap nests to evaluate nesting success of native cavity nesting bees and pollen metabarcoding to determine whether bees collected pollen from seeded plantings during nest provisioning. Pollen DNA revealed most bee-collected pollen was from urban spontaneous vegetation (or “weeds”) in Fabaceae, especially Trifolium spp. We also found that urban farms harbored more native bee larvae than targeted pollinator plantings. Finally, when bee nests were situated in a landscape with greater greenspace connectivity, we observed more native bee larvae and greater plant diversity in bees’ nesting provisions. Collectively, these findings suggest that multi-service greenspaces like urban farms can provide important urban pollinator habitat, and greenspace value for bees is driven by resident weeds and greenspace configuration.
城市一直被誉为蜜蜂生物多样性的热点和潜在的保护目标,导致对城市传粉媒介种植的持续投资。然而,很少评估新创建的栖息地在支持蜜蜂适应性方面的功效或蜜蜂使用有种子的野花的程度。在美国俄亥俄州克利夫兰,我们比较了城市蜜蜂在目标“口袋草原”传粉者种植和城市农场筑巢的情况,这些农场旨在支持多种生态系统服务。我们使用陷阱筑巢来评估本地洞巢蜜蜂的筑巢成功率,并使用花粉元条形码来确定蜜蜂是否在筑巢过程中从种子植物中收集花粉。花粉DNA显示,大部分蜜蜂采集的花粉来自豆科植物的城市自然植被(或“杂草”),尤其是三叶草,我们还发现城市农场比目标传粉者种植有更多的本地蜜蜂幼虫。最后,当蜂巢位于绿地连通性更强的景观中时,我们观察到更多的本地蜜蜂幼虫和更大的植物多样性。综上所述,这些研究结果表明,城市农场等多用途绿地可以为蜜蜂提供重要的城市传粉媒介栖息地,而蜜蜂的绿地价值是由常住杂草和绿地配置驱动的。
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引用次数: 0
Urbanisation and habitat shape resource-driven dietary shifts in wild birds 城市化和栖息地塑造了野生鸟类资源驱动的饮食转变
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-15 DOI: 10.1016/j.landurbplan.2025.105552
Marion Chatelain , Oskar Rennstam Rubbmark , Johannes Rüdisser , Michael Traugott
Urbanisation affects bird ecology and evolution through multiple pathways, including changes in habitat structure, temperature, pollution, and food availability. Among these, diet shifts likely play a central role, yet evidence on how adult birds adjust their diets across urban mosaics remains scarce. To address this gap, we investigated the year-round diet of two common songbirds—the great tit (Parus major) and the blue tit (Cyanistes caeruleus)—across an urbanised landscape in Innsbruck, Austria. Using a dual-marker metabarcoding approach on fecal samples from 370 individuals captured at 147 locations, we identified both plant and arthropod dietary components. Urbanisation was associated with species- and season-specific changes in diet, demonstrating dietary flexibility in both species: urban great tits showed higher diet diversity and consumed a wider range of miscellaneous food items. During the breeding season, they often ate sunflower seeds—commonly provided at bird feeders—while less frequently consuming arthropods such as moths, spiders, and weevils. In contrast, urban blue tits more frequently consumed crab spiders and aphids, potentially compensating for reduced moth intake. These shifts are likely to contribute to urbanisation-driven variation in fitness. Moreover, they reflect broader changes in prey availability, vegetation and bird feeding practices. Specifically, urban green spaces increased plant-based food diversity, while residential areas promoted frequent use of bird feeders. Our findings suggest that urban management should focus on supporting diverse arthropod communities by promoting native vegetation, encourage wildlife-friendly gardening in residential areas, and preserve forest remnants and green corridors to enhance habitat connectivity.
城市化通过多种途径影响鸟类生态和进化,包括栖息地结构、温度、污染和食物供应的变化。其中,饮食变化可能起着核心作用,但关于成年鸟类如何在城市马赛克中调整饮食的证据仍然很少。为了解决这一差距,我们调查了两种常见的鸣禽——大山雀(Parus major)和蓝山雀(Cyanistes caeruleus)——在奥地利因斯布鲁克的一个城市化景观中的全年饮食。利用双标记元条形码方法对147个地点捕获的370个个体的粪便样本进行了鉴定,确定了植物和节肢动物的饮食成分。城市化与物种和季节特定的饮食变化有关,表明这两个物种的饮食灵活性:城市大山雀表现出更高的饮食多样性,消费更广泛的杂项食物。在繁殖季节,它们经常吃葵花籽——通常在鸟类喂食器上提供——而不太经常吃节肢动物,如飞蛾、蜘蛛和象鼻虫。相比之下,城市蓝山雀更频繁地食用蟹蛛和蚜虫,这可能弥补了飞蛾摄入量的减少。这些变化可能会导致城市化驱动的健康变化。此外,它们反映了猎物可得性、植被和鸟类喂养方式的更广泛变化。具体来说,城市绿地增加了植物性食物的多样性,而住宅区则促进了鸟类喂食器的频繁使用。我们的研究结果表明,城市管理应注重通过促进原生植被来支持多种节肢动物群落,鼓励在住宅区进行野生动物友好型园艺,并保护森林遗迹和绿色走廊以增强栖息地的连通性。
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引用次数: 0
Opportunities for Australia’s regional development: Lessons from the integrated rehabilitation of co-located coal mines and power plants in Europe 澳大利亚区域发展的机遇:欧洲同址煤矿和发电厂综合修复的经验教训
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-15 DOI: 10.1016/j.landurbplan.2025.105564
Yuliang Jiang , Elisa Palazzo , Simit Raval
As the global transition from coal accelerates, the concurrent decommissioning of coal mines and coal-fired power plants is generating extensive brownfields with regional socioeconomic and environmental impacts. Yet how rehabilitation of these brownfields balances regional sustainability priorities remains underexplored. This gap is particularly critical for Australia, where widespread closures are imminent. To address this gap, this study examines six European coal mine/plant case studies through a built environment disciplinary perspective rarely applied in mining engineering-led rehabilitation. Using an evaluation framework, it analyses European rehabilitation trajectories and contextual contrasts to inform Australia’s post-coal transition. The first step assesses integration, balance, and governance; the second examines their sub-components to identify strengths and weaknesses; and the third synthesises these results to distil lessons that inform targeted recommendations. Results reveal five cross-case lessons: integrated rehabilitation alone does not ensure balanced outcomes; governance structures are decisive; sustainability requires managing complex trade-offs; spatial design catalyses transformation; and long-term commitment underpins enduring success. Building on these findings, five context-specific recommendations are proposed: reform closure policy; embed spatial design in closure planning; tailor strategies to climate; address remoteness; and strengthen community and Indigenous inclusion. These timely insights are crucial for guiding Australia’s integration of policy and design knowledge to transform post-mining regions into sustainable landscapes amid the nation’s energy transition.
随着全球从煤炭转型的加速,煤矿和燃煤电厂的同时退役正在产生广泛的棕地,对区域社会经济和环境产生影响。然而,这些棕地的恢复如何平衡区域可持续发展的优先事项仍未得到充分探讨。这一差距对澳大利亚尤其重要,因为澳大利亚即将大规模关闭核电站。为了解决这一差距,本研究通过在采矿工程主导的修复中很少应用的建筑环境学科观点,审查了六个欧洲煤矿/工厂案例研究。使用评估框架,它分析了欧洲的恢复轨迹和背景对比,为澳大利亚的后煤炭转型提供了信息。第一步评估集成、平衡和治理;第二部分检查其子组件,以确定优势和劣势;第三部分综合这些结果,提炼出教训,为有针对性的建议提供信息。结果揭示了五个跨案例的教训:单独的综合康复不能确保平衡的结果;治理结构是决定性的;可持续发展需要管理复杂的权衡;空间设计催化转化;长期的承诺是持久成功的基础。在这些调查结果的基础上,提出了五项具体情况的建议:改革关闭政策;封闭规划中嵌入空间设计根据气候变化调整战略;地址偏远;加强社区和土著融合。这些及时的见解对于指导澳大利亚整合政策和设计知识,将后采矿地区转变为国家能源转型中的可持续景观至关重要。
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引用次数: 0
Movement patterns of raccoon dogs within road networks: how urbanization increases human-wildlife contacts 道路网络中浣熊狗的运动模式:城市化如何增加人类与野生动物的接触
IF 9.2 1区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-12-13 DOI: 10.1016/j.landurbplan.2025.105566
Seoyun Choi , Kyunghae Min , Sujoo Cho , Hyunsoo Lee , Seung Min Lee , Gun Joo Lee , Yoonjee Hong , Chang-Yong Choi
Rapid urbanization is expanding road networks worldwide, fragmenting wildlife populations and altering their movement. For urban-dwelling species, this human-wildlife interface can create mortality hotspots and exacerbate human-wildlife conflicts. We studied the movement patterns and behavioral strategies of raccoon dogs (Nyctereutes procyonoides) within road networks using GPS-tracking of 34 individuals across urban and rural areas. We examined differences in road-crossing tendencies, diel and annual patterns, microhabitat characteristics at crossing sites, and road selection strategies between urban and rural raccoon dogs. Urban individuals crossed roads more frequently than rural counterparts, with crossing rates exhibiting a clear functional response to local road density. While diel crossing patterns were predominantly nocturnal and largely overlapped between habitat types, urban raccoon dogs exhibited more complex seasonal responses, including elevated daytime crossings and a pronounced peak in early August compared with the weaker rural peak in early November. Spatial models demonstrated that while environmental variables shaped the choice of road-crossing points in both settings, road-related elements emerged as additional influential factors in urban areas. Integrated step selection analysis revealed attenuated road avoidance in urban raccoon dogs, accompanied by sharper directional adjustments at crossings, suggesting compensatory risk-avoidance movement. These findings demonstrate flexible and context-dependent road use of raccoon dogs, which enables persistence in urban areas but simultaneously increases the risk of human–wildlife conflicts. Incorporating such behavioral insights into urban planning and road management will be essential to mitigate collisions and foster coexistence.
快速的城市化正在扩大世界范围内的道路网络,使野生动物种群支离破碎,并改变它们的活动方式。对于居住在城市的物种来说,这种人类与野生动物的界面会产生死亡热点,加剧人类与野生动物的冲突。利用gps对城市和农村地区34只浣熊的运动模式和行为策略进行了研究。我们研究了城市和农村貉在过马路倾向、日龄和年型、过马路地点的微生境特征以及道路选择策略等方面的差异。城市居民过马路的频率高于农村居民,其过马路率对当地道路密度表现出明显的功能响应。虽然白天交叉模式主要发生在夜间,并且在栖息地类型之间大部分重叠,但城市浣熊表现出更复杂的季节性反应,包括白天交叉升高,8月初有明显的高峰,而农村的高峰在11月初较弱。空间模型表明,在两种情况下,虽然环境变量影响了过马路点的选择,但与道路有关的因素成为城市地区的额外影响因素。综合步长选择分析显示,城市浣熊的道路回避能力减弱,同时在十字路口进行更剧烈的方向调整,提示补偿性风险回避运动。这些发现证明了浣熊在道路上的灵活使用和环境依赖,这使得它们能够在城市地区持续存在,但同时也增加了人类与野生动物冲突的风险。将这种行为见解纳入城市规划和道路管理对于减少碰撞和促进共存至关重要。
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