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Combined strategies for green roof incentive policies in Lisbon: Evaluating the potentiality of concession grants and identifying priority intervention areas 里斯本绿色屋顶激励政策的组合战略:评估特许权补助金的潜力并确定优先干预领域
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-27 DOI: 10.1016/j.ufug.2024.128451

Incentive policies to promote new technologies is a strategy often employed by policymakers and governments. In some cities worldwide, mechanisms to encourage the adoption of Green Roofs (GR) have been implemented over the years. Although GR is not a new technology, the use of incentives, such as subsidies and tax abatements and/or exemptions, is still a recent strategy in many countries. The study covered in this paper proposes to explore the potential of combined incentive mechanisms for green roofs, using direct incentives (financial subsidies) and indirect incentives (tax/fee rebates). The granting incentives were verified by the feasibility assessment from both private (saved money) and public perspectives (reduction in municipal revenue) using scenarios of abatement percentages for fees and taxes and combining direct and indirect incentives. In addition, priority intervention areas for the installation of green roofs were defined based on three parameters: (i) the proportion of existing green spaces, (ii) urban heat islands and (iii) the potential of the building stock for green roof retrofit. The results show that granting a combined solution can be an effective option for facilitating the implementation of green roof projects. Moreover, the study serves as a decision support guide for politicians, urban planners, and public managers to formulate incentive proposals and make well-informed decisions regarding the incentive policies for GR.

推广新技术的激励政策是决策者和政府经常采用的一种策略。多年来,世界上一些城市已经实施了鼓励采用绿色屋顶(GR)的机制。虽然屋顶绿化不是一项新技术,但在许多国家,采用补贴、减税和/或免税等激励措施仍是一项新策略。本文所涉及的研究建议利用直接激励措施(财政补贴)和间接激励措施(税收/费用减免),探索绿色屋顶综合激励机制的潜力。从私人(节省资金)和公共(减少市政收入)两个角度,利用费用和税收的减免比例以及直接和间接激励措施相结合的方案,通过可行性评估对给予激励措施进行了验证。此外,还根据以下三个参数确定了安装屋顶绿化的优先干预区域:(i) 现有绿地比例;(ii) 城市热岛;(iii) 建筑群进行屋顶绿化改造的潜力。研究结果表明,采用综合解决方案是促进屋顶绿化项目实施的有效选择。此外,这项研究还为政治家、城市规划者和公共管理者提供了决策支持指南,帮助他们制定激励方案,并在充分了解相关信息的基础上做出有关绿色屋顶激励政策的决策。
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引用次数: 0
Urban greenway planning: Identifying optimal locations for active travel corridors through individual mobility assessment 城市绿道规划:通过个人机动性评估确定主动出行走廊的最佳位置
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-26 DOI: 10.1016/j.ufug.2024.128464

Greenways are planned for various goals including nature conservation and promoting mobility by foot or bike in urban areas. A challenge associated with designed greenways pertains to their underutilization for mobility. Due to their multi-functionality greenways are usually not designed with a focus on active mobility, and thus, do not necessarily correspond with daily mobility patterns. This study addresses this issue by devising a methodology for the identification of optimal locations for active urban greenways within a metropolitan expanse, strategically aligned with the day-to-day pursuits of its inhabitants. Distinguished from prior greenway research, this investigation emphasizes individual mobility and adds a novel perspective to greenway planning. The method was tested in the city of Mashhad in Iran. By employing the Analytic Hierarchy Process methodology in conjunction with a Geographic Information System (GIS) and a gravity formula, a meticulous selection process yielded 19 nodes (sites) deemed most suitable for greenway implementation, selected from a pool of 93 prospective nodes. These findings offer pragmatic insights into the expansion of greenways tailored to the daily activities of urban inhabitants, thus complementing established greenway paradigms and strengthening the mobility dimension and active travel corridors in urban greenway planning.

绿道的规划有多种目标,包括自然保护和促进城市地区步行或骑车出行。与设计绿道相关的一个挑战是,绿道的机动性利用率不足。由于绿道具有多种功能,因此在设计时通常不会将重点放在主动交通上,因此不一定符合日常交通模式。本研究针对这一问题,设计了一套方法,用于在大都市范围内确定活动城市绿道的最佳位置,并在战略上与居民的日常活动保持一致。有别于以往的绿道研究,这项调查强调了个人的流动性,为绿道规划增添了新的视角。该方法在伊朗马什哈德市进行了测试。通过采用层次分析法(Analytic Hierarchy Process),结合地理信息系统(GIS)和重力公式,经过精心筛选,从 93 个潜在节点中选出了 19 个最适合实施绿道的节点(地点)。这些研究结果为拓展适合城市居民日常活动的绿道提供了务实的见解,从而补充了既有的绿道范例,并加强了城市绿道规划中的流动性维度和主动出行走廊。
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引用次数: 0
When does greener mean slimmer? Longitudinal analysis of green space, trees, grass, and body mass index in a cohort of 50,672 Australians: Exploring potential non-linearities and modifying influences of household relocation and gender 绿色何时意味着苗条?对 50,672 名澳大利亚人队列中的绿地、树木、草地和体重指数进行纵向分析,探讨家庭搬迁和性别的潜在影响因素
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-26 DOI: 10.1016/j.ufug.2024.128448

Studies of associations between green space and overweight/obesity are often agnostic to green space type and potential contingencies by gender and household relocation. We investigated associations between total green space, tree canopy, and open grass within 1.6 km road network buffers, on body mass index (BMI) at baseline (n = 110,234; 2005–2009) and follow-up (n=50,672; 2012–2015) using data from the Sax’s Institute’s 45 and Up Study (NSW, Australia). Analyses considered potential non-linearities in these associations and the possibility for effect modification by gender and household relocation. Models were adjusted for age, couple status, region of birth, household income, employment status, educational attainment and housing status. Results revealed that 20 % or more tree canopy, compared to 0–10 % tree canopy was associated with lower BMI. Comparable findings were not observed for open grass or total green space. Nonlinear associations were observed, with a rapid decrease in odds of being overweight/obese at baseline with 20 % tree canopy, that became more stable by 30 % tree canopy. This non-linearity was stronger in females than males. By follow-up, associations indicated potential protective effects with 20 % or more tree canopy for overweight/obesity in females. Logistic regression models examined the odds of becoming a healthy weight at follow-up in overweight/obese individuals at baseline. Results indicated a potentially protective influence of tree canopy on overweight/obesity for people who did not move home (odds ratio (OR) = 1.06, 95 % confidence interval (CI) = 1.01–1.12), but not those who relocated (OR = 0.97, 95 % CI = 0.83–1.11). In sum, conserving and restoring urban tree canopy to at least 20% to 30% of nearby land-use may help to reduce levels of overweight and obesity in the community These benefits may be particularly potent for females and for people who are residentially stable. More open grass, or green space in general, may not have the same benefits for adult overweight/obesity as tree canopy.

有关绿地与超重/肥胖之间关系的研究通常与绿地类型以及性别和家庭搬迁的潜在偶然性无关。我们利用澳大利亚新南威尔士州萨克斯研究所 45 岁及以上人口研究(Sax's Institute's 45 and Up Study)的数据,调查了 1.6 公里路网缓冲区内的总绿地、树冠和开放草地与基线(n=110,234;2005-2009 年)和随访(n=50,672;2012-2015 年)体重指数(BMI)之间的关系。分析考虑了这些关联中可能存在的非线性因素,以及性别和家庭搬迁对效果产生影响的可能性。模型根据年龄、夫妇状况、出生地区、家庭收入、就业状况、教育程度和住房状况进行了调整。结果显示,20%或更多的树冠与 0-10% 的树冠相比,与较低的体重指数相关。在开放草地或总绿地中没有观察到类似的结果。观察到的非线性关系是,当树冠覆盖率达到 20% 时,基线超重/肥胖几率迅速下降,当树冠覆盖率达到 30% 时,这种关系变得更加稳定。女性的这种非线性关系比男性更强。随访结果显示,20% 或更高的树冠对女性超重/肥胖具有潜在的保护作用。逻辑回归模型检验了基线超重/肥胖者在随访时体重达到健康水平的几率。结果表明,树冠对没有搬家的人(几率比(OR)= 1.06,95% 置信区间(CI)= 1.01-1.12),但对搬家的人(OR = 0.97,95% CI = 0.83-1.11)具有潜在的保护作用。总之,保护和恢复城市树冠,使其至少占附近土地使用的 20% 至 30%,可能有助于降低社区的超重和肥胖水平。更多的露天草地或一般绿地对成人超重/肥胖症的益处可能不如树冠。
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引用次数: 0
A novel approach to identify the microclimatic edge effect width of urban green spaces at the landscape level: A case study of Changsha, China 在景观层面识别城市绿地小气候边缘效应宽度的新方法:中国长沙案例研究
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-25 DOI: 10.1016/j.ufug.2024.128462

Microclimate (e.g., temperature and humidity) in urban green space (UGS) patches changes nonlinearly from the edge to the interior, displaying a microclimatic edge effect (MEE). Reducing the MEE width is an effective and practical strategy for UGS planning and management to enhance climatic benefits (e.g., cooling). However, cost-effective approaches are not available to quantify the MEE width, let alone explore its driving factors. This study proposes a novel and cost-effective method to quantify the MEE width, based on the relationship between climatic variables (e.g., temperature and humidity) and the percentage of remaining UGS after successive edge removals. The method was tested in the subtropical city of Changsha, China, considering air temperature (AT) and humidity. Its effectiveness was also tested using widely available land surface temperature (LST) datasets while considering different spatial resolutions of the UGS map (i.e., 1–10 m) and different analytical units (i.e., 1 km2 grid and township census tract). Finally, the generalizability of this method was validated with data on six other representative Chinese cities. The results show that: (1) The estimated MEE widths for temperature and humidity in Changsha are about 8 m and 6 m, respectively. (2) The approach obtains consistent MEE widths irrespective of temperature types and analytical units. (3) A high spatial resolution UGS map (i.e., 1 m) is recommended for higher accuracy. (4) This approach effectively identifies MEE width in six other representative Chinese cities (Beijing, Chengdu, Shanghai, Shenyang, Wuhan, Xi’an), demonstrating its generalizability. This novel approach provides an easy and fast method to identify the MEE width at the landscape scale, which can help (1) better understand the relationship between UGS fragmentation and the urban microclimate, and (2) better plan and manage UGS to improve the urban microclimate.

城市绿地(UGS)斑块中的微气候(如温度和湿度)从边缘到内部呈非线性变化,显示出微气候边缘效应(MEE)。减少微气候边缘效应宽度是城市绿地规划和管理的一项有效而实用的策略,可提高气候效益(如降温)。然而,目前还没有经济有效的方法来量化 MEE 宽度,更不用说探索其驱动因素了。本研究根据气候变量(如温度和湿度)与连续清除边缘后剩余 UGS 百分比之间的关系,提出了一种新颖且经济有效的方法来量化 MEE 宽度。该方法在中国亚热带城市长沙进行了测试,考虑了空气温度(AT)和湿度。此外,还利用广泛可用的地表温度(LST)数据集测试了该方法的有效性,同时考虑了 UGS 地图的不同空间分辨率(即 1-10 米)和不同分析单位(即 1 平方公里网格和乡镇普查区)。最后,利用中国其他六个代表性城市的数据验证了该方法的普适性。结果表明(1) 长沙温度和湿度的估计 MEE 宽度分别约为 8 米和 6 米。(2) 无论温度类型和分析单位如何,该方法都能获得一致的 MEE 宽度。(3) 建议使用高空间分辨率的 UGS 地图(即 1 米),以提高精确度。(4) 该方法有效识别了中国其他六个代表性城市(北京、成都、上海、沈阳、武汉、西安)的 MEE 宽度,证明了其普适性。这种新颖的方法提供了一种在景观尺度上识别 MEE 宽度的简便、快速的方法,有助于:(1)更好地理解 UGS 破碎化与城市小气候之间的关系;(2)更好地规划和管理 UGS 以改善城市小气候。
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引用次数: 0
Utilizing GaoFen-2 derived urban green space information to predict local surface temperature 利用高分二号得出的城市绿地信息预测当地地表温度
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-25 DOI: 10.1016/j.ufug.2024.128463

Urban green spaces (UGS) significantly influence the distribution of surface heat and play a crucial role in regulating surface temperature. However, the quantitative relationship between UGS and surface temperature remains unclear, necessitating further research. This study aims to predict surface temperature based on green space information from GaoFen-2 satellite data. To achieve this, GaoFen-2 data were utilized to obtain spatial distribution and vegetation growth status in Urumqi, Xinjiang. Three machine learning models such as Support Vector Machine (SVM), Random Forest (RF), and Gradient Boosting Regression Tree (GBRT) were constructed to predict surface temperature. Results indicated that UGS information extracted from GaoFen-2 data using the U-Net semantic segmentation model successfully predicted surface temperature. Among the three machine learning models, GBRT exhibited the highest predictive accuracy with an Radj2 of 0.81, RMSE of 0.44, and RPD of 2.29, followed by RF (Radj2 of 0.80, RMSE of 0.45, and RPD of 2.22), and SVM (Radj2of 0.79, RMSE of 0.47, and RPD of 2.15), In addition, a variable importance assessment reduced the original 44 variables to 28, maintaining predictive accuracy with the GBRT model achieving an Radj2 of 0.81, RMSE of 0.43, and RPD of 2.3. Our study demonstrates the effectiveness of using vegetation information derived from GaoFen-2 to predict surface temperature. This approach provides valuable recommendations for the layout of UGS in urban areas and serves as a comprehensive reference for urban planning and real estate development.

城市绿地(UGS)极大地影响着地表热量的分布,在调节地表温度方面发挥着至关重要的作用。然而,城市绿地与地表温度之间的定量关系尚不明确,需要进一步研究。本研究旨在根据高分二号卫星数据中的绿地信息预测地表温度。为此,研究人员利用高分二号卫星数据获取了新疆乌鲁木齐市的空间分布和植被生长状况。构建了支持向量机(SVM)、随机森林(RF)和梯度提升回归树(GBRT)等三种机器学习模型来预测地表温度。结果表明,利用 U-Net 语义分割模型从高分二号数据中提取的 UGS 信息成功地预测了地表温度。在三种机器学习模型中,GBRT 的预测精度最高,Radj2 为 0.81,RMSE 为 0.44,RPD 为 2.29,其次是 RF(Radj2 为 0.80,RMSE 为 0.45,RPD 为 2.22)和 SVM(Radj2 为 0.此外,变量重要性评估将原来的 44 个变量减少到 28 个,保持了 GBRT 模型的预测准确性,其 Radj2 为 0.81,RMSE 为 0.43,RPD 为 2.3。我们的研究表明,利用从高分二号卫星获取的植被信息来预测地表温度是有效的。该方法为城市地区的 UGS 布局提供了有价值的建议,为城市规划和房地产开发提供了全面的参考。
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引用次数: 0
“Unfenced” parks and residents’ visit patterns: A regression discontinuity design in Shanghai "无围栏 "公园与居民的游览模式:上海的回归不连续设计
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-24 DOI: 10.1016/j.ufug.2024.128459

Parks have evolved into essential urban sanctuaries, especially amid the COVID-19 pandemic. While previous studies have investigated the impact of lockdown measures on park visitation, limited attention has been given to the impacts of sudden easing of containment measures, especially the “unfencing” of parks in densely populated cities. Employing a regression discontinuity design (RDD), this study analyzes changes in park visitation behaviors among Shanghai residents (N=563) following the policy relaxation. We focus on three key aspects: visitation behavior, choice of park types, and activities undertaken within public parks compared to gated community greenspaces. The results reveal a short-term decrease in visits to nearby parks, reduced public transit use, and shorter travel times. This trend was accompanied by a reduction in visitation to various park types, especially larger ones, with waterfront greenspaces being an exception. However, visit frequency and duration remained unchanged. A significant decrease in exercise and enjoying weather was observed in both parks and community greenspaces. Additionally, there was a noticeable reduction in activities like playing with children, nature appreciation, specifically within community greenspaces. These findings extend our understanding of urban residents' engagement with greenspaces in a transitioning post-pandemic context, providing valuable insights in managing greenspaces during and after public health crises.

公园已发展成为城市中不可或缺的避难所,尤其是在 COVID-19 大流行期间。虽然以往的研究已经调查了封锁措施对公园游览量的影响,但对突然放松封锁措施的影响,尤其是人口稠密城市的公园 "解禁 "所产生的影响关注有限。本研究采用回归不连续设计(RDD),分析了政策放宽后上海居民(N=563)游园行为的变化。我们主要关注三个方面:游览行为、公园类型的选择,以及与门禁社区绿地相比在公共公园内开展的活动。结果表明,短期内市民前往附近公园的次数减少,公共交通使用率降低,出行时间缩短。伴随着这一趋势,各类公园的游览次数也有所减少,尤其是规模较大的公园,而海滨绿地则是一个例外。不过,游览频率和持续时间保持不变。在公园和社区绿地中,锻炼和享受天气的人数明显减少。此外,与孩子一起玩耍、欣赏大自然等活动也明显减少,特别是在社区绿地。这些发现扩展了我们对城市居民在大流行后过渡时期参与绿地活动的了解,为公共卫生危机期间和危机后的绿地管理提供了宝贵的见解。
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引用次数: 0
Rethinking the traditional American lawn: Perspectives of U.S. households in a nationwide survey 反思传统的美国草坪:全国性调查中美国家庭的观点
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-24 DOI: 10.1016/j.ufug.2024.128460

As households are increasingly aware that traditional lawns of a grass monoculture have environmental and biodiversity drawbacks, a movement has formed to advocate for alternative lawns. An example is the No Mow May movement, where households do not mow their lawns in May and allow dicots to grow and flower. The purpose of this study is to assess the willingness of U.S. households to join the No Mow May movement, and the extent to which they desire an alternative to the traditional lawn. A total of 908 U.S. households who actively maintain a lawn completed an online survey in May of 2023. When presented with information about the No Mow May movement, 56 % indicated they would participate if some of their neighbors did also. A variety of traditional and alternative lawn illustrations were then provided, where subjects were asked to rate the desirability of each. Most respondents preferred the traditional lawn, even if they looked upon alternatives favorably, while 15–20 percent favored an alternative lawn. These results suggest conventional lawns are still the preferred lawn, but alternatives lawns may become increasingly popular over time.

随着越来越多的家庭意识到传统的单一草坪在环境和生物多样性方面的弊端,一场倡导替代草坪的运动已经形成。例如,"五月不修剪"(No Mow May)运动,即家庭在五月不修剪草坪,让双子叶植物生长和开花。本研究的目的是评估美国家庭加入五月不修剪运动的意愿,以及他们对传统草坪替代品的渴望程度。2023 年 5 月,共有 908 个积极维护草坪的美国家庭完成了在线调查。当了解到 "五月不修剪 "运动的相关信息时,56% 的人表示,如果他们的邻居也参与这项运动,他们也会参与。随后,调查人员提供了各种传统草坪和替代草坪的插图,要求受访者对每种草坪的可取性进行评分。大多数受访者倾向于传统草坪,即使他们对替代草坪也有好感,而 15-20% 的受访者则倾向于替代草坪。这些结果表明,传统草坪仍是人们的首选,但随着时间的推移,替代草坪可能会越来越受欢迎。
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引用次数: 0
From lava to leaf: Physiological responses and trace element mobility in Tilia cordata L. trees grown in volcanic ash amended urban soil 从熔岩到树叶:在火山灰改良的城市土壤中生长的椴树的生理反应和微量元素迁移性
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-24 DOI: 10.1016/j.ufug.2024.128458

This study investigates the potential of utilizing volcanic ash (VA), classified as special waste, as an inorganic soil amendment to enhance tree growth and resilience in urban areas near volcanic regions. Lime trees were transplanted into pots filled with urban soil (Cnt) or amended with 10 % VA. Tree’s physiological traits were monitored over the growing season. Notably, VA-treated trees showed improved net CO2 assimilation (Pn) and stomatal conductance (gs) during the leaf senescent stage. The analysis of ash, and Cnt and VA soils, showed low concentrations of trace elements. In addition, trace element accumulation in the leaves of VA trees was not observed. In summer, during a 12-day drought stress test, VA-stressed trees exhibited enhanced water absorption, reduced lipid peroxidation, and higher Pn and gs values in the initial days compared to control-stressed trees. Importantly, the VA also promoted a 33 % larger tree root system, potentially enhancing drought resilience. This could offer an important advantage for trees, especially during the tree's critical establishment phase. Thus, VA could be a promising amendment for urban soils to bolster tree tolerance to drought.

本研究调查了利用被列为特殊废物的火山灰(VA)作为无机土壤改良剂的潜力,以提高火山区附近城市地区树木的生长和抗逆性。菩提树被移植到装有城市土壤(Cnt)或添加了 10% VA 的花盆中。在生长季节对树木的生理特征进行了监测。值得注意的是,经过 VA 处理的树木在叶片衰老期的二氧化碳净同化(Pn)和气孔导度(gs)均有所改善。对灰烬、Cnt 和 VA 土壤的分析表明,微量元素的浓度较低。此外,也未观察到微量元素在 VA 树叶中的积累。夏季,在为期 12 天的干旱胁迫试验中,与对照组相比,受 VA 胁迫的树木在最初几天表现出更强的吸水性、更低的脂质过氧化反应以及更高的 Pn 值和 gs 值。重要的是,VA 还能促进树木根系增大 33%,从而增强抗旱能力。这可以为树木提供重要的优势,尤其是在树木的关键生长阶段。因此,VA 可以作为城市土壤的一种很有前景的改良剂,增强树木对干旱的耐受力。
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引用次数: 0
Adding a mosaic mowing regime to urban lawns is the key to city biodiversity management for pollinators 在城市草坪中采用镶嵌式修剪方法是为传粉昆虫进行城市生物多样性管理的关键所在
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-23 DOI: 10.1016/j.ufug.2024.128452

City populations are growing rapidly, with built-up areas occupying ever-larger areas within the cities. One of the last green places in a city is urban lawns. Our study aimed to investigate how lawn management changes can contribute to improving insect pollinator biodiversity at the city scale. Over two years, we studied dozens of urban lawns in Prague (Czech Republic) that were partially left unmown, and we selected three major groups of pollinators: Lepidoptera, Coleoptera and Hymenoptera. This study showed that leaving unmown lawn areas has a strong positive effect on insect biodiversity. The high intensity of lawn flowering through the vegetation season was also crucial. Our research showed that leaving unmown parts of urban lawns is one of the key amendments to maintain or even increase pollinator biodiversity in cities. It also appears to be the best way to attract red-listed species. A significant reducing mowing frequency to achieve a higher flowering intensity should be a positive solution. So-called insect gardening by reducing urban lawn mowing frequency or leaving parts of lawns completely unmown can help not only pollinators but also other animals that find food or shelter in them. This management will also enable the propagation of flowering plants. Additionally, biodiversity measures coincide with reducing evapotranspiration and thus cooling urban heat islands.

城市人口迅速增长,城市建成区所占面积越来越大。城市草坪是城市中最后的绿地之一。我们的研究旨在探讨草坪管理的改变如何有助于改善城市范围内昆虫授粉者的生物多样性。在两年多的时间里,我们研究了布拉格(捷克共和国)数十个部分未修剪的城市草坪,并选择了三大类传粉昆虫:鳞翅目、鞘翅目和膜翅目。这项研究表明,保留未修剪的草坪区域对昆虫的生物多样性有很大的积极影响。草坪在整个植被季节的高强度开花也至关重要。我们的研究表明,保留城市草坪中未刈割的部分是维持甚至增加城市传粉昆虫生物多样性的关键措施之一。这似乎也是吸引红色名录物种的最佳方式。大幅减少修剪频率以达到更高的开花强度应该是一个积极的解决方案。通过减少城市草坪的修剪频率或让部分草坪完全不修剪来实现所谓的昆虫园艺,不仅可以帮助传粉昆虫,还可以帮助其他在草坪中寻找食物或栖息地的动物。这种管理方式还能促进开花植物的繁殖。此外,生物多样性措施还能减少蒸发,从而冷却城市热岛。
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引用次数: 0
Assessing Normalized Difference Vegetation Index as a proxy of urban greenspace exposure 评估归一化差异植被指数作为城市绿地暴露的替代物
IF 6 2区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES Pub Date : 2024-07-23 DOI: 10.1016/j.ufug.2024.128454

The Normalized Difference Vegetation Index (NDVI) is a popular proxy of urban greenspace (UGS). However, it’s unclear how NDVI approximates physical characteristics of UGS in the context of urban health studies, causing ambiguities in translating research findings to UGS management. Therefore, we collected data from Landsat and MODIS satellites and Lidar 3D scans in New York City as of circa 2013, and we evaluated linear and non-linear relationships between NDVI and UGS characteristics. We found that: (1) % UGS was the best predicted UGS characteristic by NDVI (R2: 0.35–0.90, varies by data source and unit of analysis), whereas average tree height was the worst (R2: 0.09–0.46). The predictive power on % canopy cover, tree density, and crown volume density was in a similar range (R2: 0.10–0.67). Prediction improved with finer-resolution NDVI sources and larger units of analysis at the cost of losing useful variations; (2) There was a saturation effect where a linear relationship underestimated UGS characteristics in areas of high NDVI. These areas typically had NAIP-NDVI greater than the range of 0.08–0.25, Landsat-NDVI greater than the range of 0.42–0.65, and MODIS-NDVI greater than the range of 0.49–0.75; (3) Smaller absolute errors from a linear NDVI-UGS relationship were often found in more developed locations. We therefore recommend NDVI as a reliable predictor of UGS coverage and its use in longitudinal studies. Future studies should also consider fine resolution land cover maps and Lidar, which are increasingly available to derive detailed UGS characteristics.

归一化差异植被指数(NDVI)是城市绿地(UGS)的常用替代指标。然而,在城市健康研究中,归一化差异植被指数如何接近城市绿地的物理特征尚不清楚,导致在将研究成果转化为城市绿地管理方面存在模糊不清之处。因此,我们从 Landsat 和 MODIS 卫星以及激光雷达三维扫描中收集了纽约市约 2013 年的数据,并评估了 NDVI 与 UGS 特征之间的线性和非线性关系。我们发现(1) NDVI 对 UGS 特性的预测效果最好(R2:0.35-0.90,因数据源和分析单位而异),而对平均树高的预测效果最差(R2:0.09-0.46)。树冠覆盖率、树木密度和树冠体积密度的预测能力在类似范围内(R2:0.10-0.67)。更精细分辨率的 NDVI 来源和更大的分析单位提高了预测能力,但代价是失去了有用的变化;(2)存在饱和效应,即线性关系低估了高 NDVI 区域的 UGS 特征。这些地区的 NAIP-NDVI 通常大于 0.08-0.25 的范围,Landsat-NDVI 大于 0.42-0.65 的范围,MODIS-NDVI 大于 0.49-0.75 的范围;(3)NDVI-UGS 线性关系的绝对误差较小,通常出现在较发达的地区。因此,我们建议将 NDVI 作为 UGS 覆盖范围的可靠预测指标,并将其用于纵向研究。未来的研究还应考虑精细分辨率的土地覆被图和激光雷达,因为越来越多的激光雷达可用于得出详细的 UGS 特征。
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