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Urban policy responses to climate hazards in Addis Ababa, Ethiopia 埃塞俄比亚亚的斯亚贝巴应对气候灾害的城市政策
IF 3.9 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-22 DOI: 10.1016/j.cacint.2024.100162
Karen Jacobsen , Justin B. Hollander , Sonya R. Sternlieb , Abay Yimere , Alexandra C. Naegele , Christopher Schwalm

Urban in-migration, high birth rates and unchecked development are driving the continued growth of African cities. Much of this urbanization occurs in informal settlements, where unplanned growth exacerbates the impacts of climate hazards. Our paper explores the challenges faced by urban planners seeking to address climate change threats in African cities. Focusing on Addis Ababa, we conduct a robust policy analysis of urban government response. Our main finding is that Addis Ababa’s environmental challenges are primarily a result of urban development and inadequate planning and policy enforcement. Environmental challenges are exacerbated by rapidly intensifying climate impacts, but not driven by them. Improved city-level policy responses can potentially mitigate many of Addis Ababa’s current environmental challenges and prepare the city to weather future ones. We highlight four areas of policy weakness: (1) ineffective or absent policies concerning green space; (2) the exclusion of informal settlements from ongoing resilience planning efforts; (3) limited public trust and transparency; and (4) a lack of coordination across the multiple agencies in Addis charged with planning. Holistic, multi-stakeholder planning is inhibited by a lack of collaboration, limited stakeholder participation, and a reluctance to engage in productive dialogue. Resolving all four issues will only occur with sustained increases in social trust, expertise, governance capacity and capital.

城市移民、高出生率和无节制的发展推动了非洲城市的持续增长。这种城市化大多发生在非正规居住区,无计划的增长加剧了气候灾害的影响。我们的论文探讨了城市规划者在非洲城市应对气候变化威胁时所面临的挑战。我们以亚的斯亚贝巴为重点,对城市政府的应对措施进行了有力的政策分析。我们的主要发现是,亚的斯亚贝巴的环境挑战主要是城市发展以及规划和政策执行不力造成的。迅速加剧的气候影响加剧了环境挑战,但并非由气候影响驱动。改善城市层面的政策应对措施有可能减轻亚的斯亚贝巴当前面临的许多环境挑战,并为应对未来挑战做好准备。我们强调了政策薄弱的四个方面:(1)有关绿地的政策无效或缺失;(2)正在进行的抗灾规划工作将非正规住区排除在外;(3)公众信任度和透明度有限;以及(4)亚的斯亚贝巴负责规划的多个机构之间缺乏协调。由于缺乏合作、利益相关者参与有限以及不愿进行富有成效的对话,阻碍了多方利益相关者的整体规划。只有持续增加社会信任、专业知识、治理能力和资本,才能解决所有这四个问题。
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引用次数: 0
Social factors of urban greening: Demographics, zoning, and social capital 城市绿化的社会因素:人口、分区和社会资本
IF 3.9 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-14 DOI: 10.1016/j.cacint.2024.100160
Atsuhiko Uchida , Taishin Kameoka , Takeshi Ise , Hidetoshi Matsui , Yukiko Uchida

This study explored the association between greening and social capital in neighborhoods, considering demographics and zoning by urban planning. The target area encompassed the urban areas of Kyoto City, Japan, which has a long tradition of landscape policy and neighborhood associations. Greening was evaluated using two automated methods: 1) horizontal green coverage of the land was calculated via the Normalized Difference Vegetation Index in satellite images, and 2) green visibility in streetscape from a human perspective was estimated by combining Google Street View images and a machine learning model. Public government data were used for demographics and zoning, and social capital was evaluated using survey data from the local government. After performing the elastic net models, variables that had explanatory power for each greening index were selected. Similar reasonable associations were found for each of the indices with the zoning categories. However, for both zoning and demographics, different variables were selected. Importantly, the social capital variable was selected only for the green visibility in streetscape, showing a negative correlation between them, unlike in previous studies. These results suggest that the association between urban greening and social relationships can change depending on the context of the target regions and measurements of greening.

本研究在考虑人口统计和城市规划分区的基础上,探讨了邻里绿化与社会资本之间的关系。目标区域包括日本京都市的城区,该市拥有悠久的景观政策和邻里协会传统。绿化评估采用了两种自动化方法:1)通过卫星图像中的归一化差异植被指数计算土地的水平绿化覆盖率;2)结合谷歌街景图像和机器学习模型,从人的角度估算街景的绿化能见度。人口统计和分区使用了公共政府数据,社会资本则使用当地政府的调查数据进行评估。在执行弹性网模型后,选择了对每个绿化指数具有解释力的变量。结果发现,每个指数与分区类别之间都存在类似的合理关联。不过,对于分区和人口统计,选择的变量有所不同。重要的是,社会资本变量仅针对街景绿化能见度进行了选择,显示出两者之间的负相关,这与以往的研究不同。这些结果表明,城市绿化与社会关系之间的关联会因目标区域的环境和绿化的测量而发生变化。
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引用次数: 0
Determinants influencing the accessibility and use of urban green spaces: A review of empirical evidence 影响城市绿地可达性和使用的决定因素:经验证据综述
IF 3.9 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-28 DOI: 10.1016/j.cacint.2024.100159
ALENE Endalew Terefe , Yuting Hou

The accessibility and utilization of Urban Green Spaces (UGSs) play a crucial role in enhancing the health benefits and overall quality of life for urban residents. However, it is evident that not just a single factor, but rather a multitude of factors, influence the accessibility and use of UGSs. Consequently, this study aims to systematically review the determinants of accessibility and use of UGSs, highlighting their complex interrelations through a socio-ecological framework. By conducting a literature review across two major databases, Scopus and Web of Science (WOS), a total of 163 articles published between 1988 and January 31, 2024, were included in this study. The analysis provides an overview of the reviewed studies, focusing on aspects such as publication year, geographical distribution, research designs, classifications of UGSs, sampling techniques, sample populations, and assessment measures. Furthermore, it identifies key determinants affecting individuals’ accessibility and use of UGSs, including personal/individual, socio-cultural, physical/environmental, institutional, transport, and psychological factors. Based on these findings, a conceptual framework is proposed to better understand the dynamics of UGS accessibility and use. This framework is designed to aid planners and designers in improving and equalizing the distribution of UGSs to meet the diverse needs of the community comprehensively and serves as a foundational guide for future research.

城市绿地(UGSs)的可达性和利用率对提高城市居民的健康水平和整体生活质量起着至关重要的作用。然而,影响城市绿地的可达性和使用率的因素显然并非单一,而是多种多样。因此,本研究旨在通过一个社会生态学框架,系统地回顾影响无障碍环境和使用无障碍环境的决定性因素,强调这些因素之间复杂的相互关系。通过对 Scopus 和 Web of Science(WOS)两大数据库进行文献综述,本研究共收录了 1988 年至 2024 年 1 月 31 日期间发表的 163 篇文章。分析概述了所查阅的研究,重点关注发表年份、地理分布、研究设计、UGS 的分类、抽样技术、样本人群和评估措施等方面。此外,研究还指出了影响个人获取和使用自助服务系统的关键决定因素,包括个人/个体、社会文化、物理/环境、机构、交通和心理因素。在这些研究结果的基础上,提出了一个概念框架,以更好地理解无障碍环境和使用无障碍环境的动态变化。该框架旨在帮助规划者和设计者改善和均衡地分配通用信标系统,以全面满足社区的不同需求,并作为未来研究的基础指南。
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引用次数: 0
Study on quality of treated wastewater for urban agriculture use in Addis Ababa, Ethiopia 埃塞俄比亚亚的斯亚贝巴城市农业废水处理质量研究
IF 3.9 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-20 DOI: 10.1016/j.cacint.2024.100157
Gizaw Ebissa , Aramde Fetene , Hayal Desta

Non-conventional water supplied from Bole Lemi Industrial Park (BLIP) in Addis Ababa, Ethiopia is treated to remove contaminants, but never has been analyzed for its quality for urban agriculture (UA) use. The objective of this study is to analyze the quality of treated wastewater (TWW) using treated wastewater quality index (TWWQI). Treated wastewater samples were taken at the influent and effluent of the wastewater treatment plant located within BLIP. The physico-chemical properties of the water samples from BLIP were analyzed at the third-party laboratory. The result showed that the aggregate TWWQI value falls under the category of very poor water for urban irrigation agriculture (UIA) use. This very poor water quality grade attributes 85 % to the presence of heavy metals, 4 % to nutrients load, 8 % to saline condition contributors and 4 % to miscellaneous contaminants. Discrete analyses of the indices for heavy metals, nutrient loads, saline condition contributors and miscellaneous contaminants shifted the water quality from very poor to very polluted, excellent, poor and good for UIA use respectively. Though the aggregate TWWQI is of very poor category for UIA use, the treatment plants of BLIP exhibited contaminants removal efficiencies of between 30 and 100 % with aggregate removal efficiency of 58 %. Results also revealed that there were contaminants that exhibited higher effluent values than influent after treatment indicating the failure of BLIP’s treatment plants to remove these contaminants. In conclusion, treated wastewater from BLIP, falls under very poor water category for use in irrigation agriculture where Cr+3, Cl and TDS have contributed most in that order. Therefore, BLIP should upgrade and optimize its treatment plants to increase the removal efficiency for the respective contaminants. Moreover, BLIP should enhance the capacity of the experts through training and continually monitor the quality of the water to protect the environment and ensure its contribution to the building of a resilient city.

埃塞俄比亚亚的斯亚贝巴 Bole Lemi 工业园(BLIP)供应的非常规水经过处理以去除污染物,但从未对其用于城市农业(UA)的水质进行过分析。本研究的目的是利用处理后废水质量指数(TWWQI)分析处理后废水(TWW)的质量。经过处理的废水样本取自位于 BLIP 园区内的污水处理厂的进水口和出水口。在第三方实验室对 BLIP 水样的理化性质进行了分析。结果显示,总水质指数(TWWQI)的总值属于城市农业灌溉用水(UIA)中的极差水。这一极差水质等级的 85%归因于重金属的存在,4%归因于营养负荷,8%归因于盐碱条件,4%归因于其他污染物。对重金属、营养负荷、盐碱条件和其他污染物的指数进行离散分析后,水质从极差分别变为极度污染、优、差和良好,可用于城市综合体。虽然总体 TWWQI 属于极差类别,不适合用于城市综合体,但 BLIP 的污水处理厂对污染物的去除率在 30%至 100%之间,总体去除率为 58%。结果还显示,有些污染物在处理后的出水值高于进水值,这表明 BLIP 的处理厂未能去除这些污染物。总之,BLIP 处理后的废水属于农业灌溉用水中的劣质水,其中 Cr+3、Cl- 和 TDS 依次占最大比例。因此,BLIP 应升级和优化其污水处理厂,以提高对相应污染物的去除效率。此外,BLIP 还应通过培训提高专家的能力,并持续监测水质,以保护环境,确保其为建设有韧性的城市做出贡献。
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引用次数: 0
Carbon storage and tree species diversity of urban parks in Kumasi, Ghana 加纳库马西城市公园的碳储存和树种多样性
IF 3.9 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-20 DOI: 10.1016/j.cacint.2024.100156
B.F. Nero , E.D. Kuusaana , A. Ahmed , B.B. Campion

Though essential in combating climate change, conserving biodiversity and providing myriad ecosystem services, urban parks in Africa, are challenged by rezoning, encroachment and other pressures. Furthermore, research on urban park tree diversity, dominant species and carbon stocks of parks in developing countries in Africa are scanty. This study assessed the carbon stocks, tree species diversity and stand structure in public parks within Kumasi metropolis. In each selected park, four 40 × 40 m plots were randomly sampled. The heights, diameters, and crown width of all woody vegetation with a diameter at breast height (DBH) greater than 10 cm, were measured and carbon stocks determined. The stand density (p = 0.0546), DBH (p = 0.004), total tree height (p = 0.01), basal area, and carbon stocks (p = 0.018) differed significantly among parks. The carbon stocks of the parks were 80.73 ± 8.77, 45.10 ± 4.83, 76.26 ± 30.19 and 9.59 ± 2.13 MgCha−1 at Kumasi Zoological Garden, KNUST Botanical Garden, Royal Golf Course, and Rattray Park, respectively. With an average of 53.88 ± 11.70 MgCha−1 and 43 species, the public parks in Kumasi have the potential to alleviate climate challenges and conserve biodiversity. The park species composition slightly deviates from the 10/20/30 benchmark stipulated for urban forests. Increasing park tree cover by restoring degraded sections of parks with tree species with high carbon densities, increasing the area and number of parks per city, adopting integrated park management approaches and plans backed by appropriate legislation and policies in cities in Africa could significantly enhance urban climate resilience, conserve biodiversity, and mediate mitigation and adaptation to warmer cities.

虽然非洲的城市公园在应对气候变化、保护生物多样性和提供多种生态系统服务方面至关重要,但却面临着重新规划、侵占和其他压力的挑战。此外,有关非洲发展中国家城市公园树木多样性、优势物种和碳储量的研究也很少。本研究评估了库马西大都市内公共公园的碳储量、树种多样性和林分结构。在每个选定的公园中,随机取样四个 40 × 40 m 的地块。测量了胸径(DBH)大于 10 厘米的所有木本植被的高度、直径和冠幅,并测定了碳储量。各公园的林分密度(p = 0.0546)、胸径(DBH)(p = 0.004)、总树高(p = 0.01)、基部面积和碳储量(p = 0.018)差异显著。库马西动物园、KNUST 植物园、皇家高尔夫球场和 Rattray 公园的碳储量分别为 80.73 ± 8.77、45.10 ± 4.83、76.26 ± 30.19 和 9.59 ± 2.13 MgCha-1。库马西的公共公园平均拥有 53.88 ± 11.70 MgCha-1 和 43 个物种,具有缓解气候挑战和保护生物多样性的潜力。公园的物种构成略微偏离城市森林规定的 10/20/30 基准。通过在公园退化地段种植碳密度高的树种、增加每个城市公园的面积和数量、在非洲城市采用综合公园管理方法和计划并辅以适当的立法和政策来提高公园树木覆盖率,可显著增强城市气候复原力、保护生物多样性,以及缓解和适应城市变暖。
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引用次数: 0
A mathematical programming model integrating waste pickers in urban area recycling practice 将拾荒者纳入城市地区回收实践的数学编程模型
IF 3.9 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-19 DOI: 10.1016/j.cacint.2024.100158
Hung-Yueh Lin

Urbanization has resulted in a significant accumulation of waste in densely populated areas. Effective household waste separation practices within urban areas are crucial for advancing the concept of circular economy. The informal system has contributed remarkably to urban material circulation, but it has not been appropriately valued. Through the partnership among the municipal solid waste authorities, condominium building residents, and waste pickers, the latter can be engaged in the community to assist in household waste separation. This initiative would not only enhance their income and reduce probable occupational risks but also augment the recycling rate in the community. Based on the insights from the current waste picker assignment policy in Taichung City, this study has established a mathematical programming model by considering the overall waste separation volume and proximal distance to the neighborhood, facilitating the assignment of individual waste picker to multiple communities within the neighborhood area. Consequently, concerned waste pickers may increase their income and avoid the constraints of picking up recyclables in high-occupational-risk areas. Additionally, it may reduce the volume of unsorted garbage in the community. According to the findings of case studies, the developed model could obtain an optimal solution or acceptable approximate solution in a short timeframe. In contrast to the outcomes from the existing waste picker assignment policy, the application of the developed model could increase the total volume of sorted recyclables, which was directly proportional to the income of waste pickers, by 2.3–2.6 times.

城市化导致垃圾在人口稠密地区大量堆积。在城市地区实行有效的家庭垃圾分类对于推进循环经济理念至关重要。非正规系统为城市物质循环做出了巨大贡献,但却没有得到应有的重视。通过城市固体废物管理部门、公寓楼居民和拾荒者之间的合作,可以让后者参与到社区中来,协助进行家庭垃圾分类。这一举措不仅能增加他们的收入,降低可能的职业风险,还能提高社区的回收率。基于对台中市现行拾荒者分配政策的认识,本研究建立了一个数学编程模型,考虑了整体垃圾分类量和与社区的近距离,便于将个体拾荒者分配到社区范围内的多个社区。因此,相关拾荒者可以增加收入,并避免在高职业风险区域拾取可回收物的限制。此外,还可以减少社区内未分类垃圾的数量。根据案例研究的结果,所开发的模型可在短时间内获得最优解或可接受的近似解。与现有拾荒者分配政策的结果相比,应用所开发的模型可将已分类可回收物的总量提高 2.3-2.6 倍,而这与拾荒者的收入成正比。
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引用次数: 0
Local planning scenario for shading from trees as an urban nature-based solution 以树木遮阳作为城市自然解决方案的地方规划方案
IF 3.3 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-12 DOI: 10.1016/j.cacint.2024.100154
Nicola Weidmüller , Julius Matthias Knopp , Josip Beber , Gordana Mikulčić Krnjaja , Ellen Banzhaf

With more than 75% of the European Union’s population living in urban areas covering 21.5% of the EU territory, the importance of climate-resilient cities, towns and suburbs has increased dramatically. However, the rising impact of human-induced land-use changes on ecosystem services (ES) poses a major challenge to the urban environment. This study focuses on scenario development for nature-based solutions (NbS) in a European town with its intense development area. The concept is exemplified in a town in Croatia, Grad Velika Gorica (GVG), that like many others cities undergoes urbanisation processes with limited resources. It serves as a showpiece for the influence of NbS, in particular street trees along various paths.

Using spatial analysis and modelling, the approach explores NbS for future urbanisation. The results, supported by quantitative analysis, show that 49% of cycle lanes and footpaths in GVG can be shaded by strategically planted street trees. The shading scenario analysis provides a nuanced perspective on the potential of NbS, offering insights into the key tasks for a climate-resilient city and opportunities towards equitable, green and healthy urban areas.

In the context of urbanisation processes and climate adaptation, the study is in line with the overarching objectives of the European Commission which emphasises the need for sustainable NbS alternatives to address environmental challenges. The findings contribute to the framework of informed decision-making towards urban climate resilience. It also supports the pursuit of a sustainable local governance for climate-adjusted environmental quality in urban planning. As towns and cities grapple with the imperative of balancing urban development with environmental protection, this research highlights the central role of NbS, particularly street trees, in shaping climate-resilient and more sustainable urban environments for human well-being in cities.

随着超过 75% 的欧盟人口居住在占欧盟领土 21.5% 的城市地区,具有气候适应能力的城市、城镇和郊区的重要性急剧增加。然而,人类引起的土地利用变化对生态系统服务(ES)的影响不断增加,给城市环境带来了重大挑战。本研究的重点是在一个开发密集的欧洲城镇制定基于自然的解决方案(NbS)。克罗地亚的 Grad Velika Gorica (GVG) 镇是这一概念的典范,该镇与其他许多城市一样,在资源有限的情况下经历了城市化进程。通过空间分析和建模,该方法探索了未来城市化进程中的 NbS。通过定量分析得出的结果显示,龙8国际pt老虎49%的自行车道和人行道可以通过战略性种植的行道树来遮荫。在城市化进程和气候适应的背景下,该研究符合欧盟委员会的总体目标,即强调需要可持续的无遮挡物替代品来应对环境挑战。研究结果有助于为城市气候适应性制定知情决策框架。它还支持在城市规划中对气候调整后的环境质量进行可持续的地方治理。在城镇努力平衡城市发展与环境保护的当务之急时,这项研究强调了非木质结构(尤其是行道树)在塑造气候适应性更强、更可持续的城市环境以促进城市人类福祉方面的核心作用。
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引用次数: 0
The compound impact of rainfall, river flow and sea level on a watercourse through a coastal city: Methodology in making 降雨、河流流量和海平面对穿越沿海城市的水道的复合影响:制作方法
IF 3.3 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-06 DOI: 10.1016/j.cacint.2024.100153
Sara Roth , Louise Söderberg , Henrik Aspegren , Salar Haghighatafshar

Due to climate change, future weather conditions will become more extreme. During recent years, several severe damages have been caused by heavy rainfalls in combination with riverine events. Even though the effects of compound events are known to be influential for flood hazard, the method for investigating these types of events is a novel area of expertise. In this study, a methodology was developed to investigate a watercourse, acting as a part of a stormwater drainage system in an urban coastal area, in a hydrodynamic model to find areas prone to flooding. The method was applied for Ståstorpsån in Trelleborg, Sweden. The model was a unified model for seasonal variability and compound events with scenarios developed based on series of data representing normal values of the boundary conditions rainfall, river flow and sea level. The result was analysed graphically and statistically as a flood hazard. The data used was based on data collected during the past 10 years for rain and sea level and 16 years of simulated river flow. The constructed rain events from gauge data all had a return time of less than 10 years. Therefore, the chosen events are considered to represent normal levels. For Trelleborg, the results from the hydrodynamic model indicate that compound events will increase the flood hazard with anincreasing time horizon. The visual analysis converges with earlier flood events, and hotspots are generally seen around bridges and culverts. For the studied area, there is a large seasonal variation in the flood hazard and with climate change, all seasons will cause more severe flood hazards. The effects experienced during a summer event, which is the most severe event today, are to be expected for all seasons in 2100. The effect seen during summer eventsis a combination of all three drivers. However, rain intensity is likely to be more influential for normal events. When a certain threshold value for sea level is reached, sea level becomes the most influential driver, overtaking the other drivers in importance.

由于气候变化,未来的天气条件将变得更加极端。近年来,强降雨与河流事件的结合造成了几次严重破坏。尽管众所周知,复合事件的影响会对洪水灾害产生影响,但调查这类事件的方法却是一个全新的专业领域。在这项研究中,开发了一种方法,用于在水动力模型中调查作为城市沿海地区雨水排放系统一部分的水道,以发现易受洪水影响的区域。该方法适用于瑞典特雷勒堡的 Ståstorpsån。该模型是季节变化和复合事件的统一模型,根据代表边界条件降雨量、河流流量和海平面正常值的系列数据制定了各种方案。结果以图形和统计方式分析为洪水灾害。所使用的数据基于过去 10 年收集的降雨量和海平面数据以及 16 年的模拟河流流量。根据测量数据构建的雨量事件的重现时间均小于 10 年。因此,所选事件被认为代表正常水平。对于特雷勒堡,水动力模型的结果表明,随着时间跨度的增加,复合事件将增加洪水危害。视觉分析与早期的洪水事件相吻合,热点一般出现在桥梁和涵洞周围。在所研究的地区,洪水灾害的季节变化很大,随着气候变化,所有季节都会造成更严重的洪水灾害。目前最严重的洪水灾害是夏季洪水灾害,预计到 2100 年,所有季节的洪水灾害都将受到夏季洪水灾害的影响。夏季事件的影响是所有三个驱动因素的综合结果。然而,降雨强度对正常事件的影响可能更大。当海平面达到某个临界值时,海平面成为影响最大的驱动因素,其重要性超过其他驱动因素。
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引用次数: 0
Capability of the building-resolving PALM model system to capture micrometeorological characteristics of an urban environment in Vienna, Austria 建筑分辨率 PALM 模型系统捕捉奥地利维也纳城市环境微气象特征的能力
IF 3.3 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-11 DOI: 10.1016/j.cacint.2024.100152
Brigitta Hollósi , Maja Žuvela-Aloise , Anton Neureiter , Melina Frießenbichler , Peter Auferbauer , Jürgen Feigl , Claudia Hahn , Thomas Kolejka

Understanding and evaluating possible changes in thermal conditions of urban settlements are crucial for risk assessment, adaptation to climate change and sustainable urban development. This study presents the results of a micro-scale measurement campaign conducted in Vienna, Austria, to investigate the effects of natural and artificial surfaces on temperature and humidity variability. The observational data set is used for the evaluation of the newly developed building-resolving urban climate model system PALM. Dragino LHT65 LoRaWAN air temperature and humidity sensors were installed to monitor local-scale variations. On selected summer days, drones equipped with thermal imaging cameras were used to provide hourly surface temperature. The monitoring data show higher temperatures near buildings and overall strong spatial and temporal variations. The model demonstrates the capability to simulate the main thermal characteristics of the study area, although it slightly overestimates temperatures at night. Compared to the measurements, it has a less pronounced spatial variability in air temperature and relative humidity, but a larger one in surface temperature. The analysis confirmed that the urban climate model has the potential to appropriately assess microclimate conditions and therefore, contribute to future-oriented urban planning.

了解和评估城市住区热条件的可能变化对于风险评估、适应气候变化和城市可持续发展至关重要。本研究介绍了在奥地利维也纳进行的微尺度测量活动的结果,以调查自然和人工表面对温度和湿度变化的影响。观测数据集用于评估新开发的建筑解析城市气候模型系统 PALM。为监测局部范围的变化,安装了 Dragino LHT65 LoRaWAN 空气温度和湿度传感器。在选定的夏日,使用配备热像仪的无人机提供每小时的地表温度。监测数据显示,建筑物附近的温度较高,整体上存在强烈的时空变化。该模型展示了模拟研究区域主要热特征的能力,尽管它略微高估了夜间温度。与测量结果相比,该模型在空气温度和相对湿度方面的空间变化不太明显,但在地表温度方面的空间变化较大。分析结果证实,城市气候模型具有适当评估小气候条件的潜力,因此有助于面向未来的城市规划。
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引用次数: 0
Urban growth assessment using machine learning algorithms, GIS techniques, and its impact on biodiversity: The case of Sululta sub-city, Central Oromia, Ethiopia 利用机器学习算法、地理信息系统技术评估城市增长及其对生物多样性的影响:埃塞俄比亚中奥罗莫州苏卢尔塔副城案例
IF 3.3 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-07 DOI: 10.1016/j.cacint.2024.100151
Birhanu Tadesa Edosa , Mosissa Geleta Erena , Bayisa Nagasa Wolteji , Guta Tolossa Werati , Milkessa Dangia Nagasa

Ecological services in metropolitan areas are degrading more quickly due to changes in LULC brought about by urban expansion. To make a sustainable choice about the ideal location, however, merging the existing simulation approach with LULC optimization approaches involves several intricate procedures. Therefore, the goal of this study is to develop a unique technique that can forecast urban expansion over an extended period and to link with optimization of LULC techniques so as to make meaningful decisions on the impacts of urbanization on loss of biodiversity. In this study, three primary procedures were used: (1) an SVM-based supervised classification technique for LULC classification; (2) a Markov chain and cross-tabulation method for the examination of LULC trends in space and time, (3) utilizing the CA-Markov approach to forecast urban growth. By using Landsat imagery of 2008, 2015, and 2023, the study determined how urban cover changed over time, and what kind of LULC-to-urban transition occurred. The study revealed that uncontrolled and haphazard urban expansion was observed in the Sululta sub-city, which could have disastrous repercussions on physical, biological and urban ecosystem. The %age of urban area increased from 9.04% in 2008 to 13.07% in 2015. However, because of the internally displaced people from the Ethio-Somali Region, who have been resettled there since 2017, the ratio of urban areas grew from 13.7% in 2015 to 24.65% in 2023. Furthermore, by 2040, the sub-city will have grown by 27.69 %. The kappa coefficient statistics of the three classified images of the years 2008, 2015, and 2023 were 93.3 %, 97.5%, and 97.5 %, respectively. To identify the areas that would be covered by future city growth, it is advised that this innovative technique be integrated with optimizing land use strategies.

由于城市扩张带来的 LULC 变化,大都市地区的生态服务正在加速退化。然而,要对理想地点做出可持续的选择,将现有的模拟方法与 LULC 优化方法结合起来,涉及多个复杂的程序。因此,本研究的目标是开发一种独特的技术,能够预测城市在较长时期内的扩张,并与 LULC 优化技术相结合,从而就城市化对生物多样性丧失的影响做出有意义的决策。本研究采用了三个主要程序:(1) 使用基于 SVM 的监督分类技术进行 LULC 分类;(2) 使用马尔可夫链和交叉表法研究 LULC 在空间和时间上的趋势;(3) 使用 CA-Markov 方法预测城市增长。通过使用 2008 年、2015 年和 2023 年的大地遥感卫星图像,该研究确定了城市覆盖随时间的变化情况,以及土地利用、土地利用变化和土地利用变化向城市过渡的类型。研究发现,苏卢尔塔副城出现了无节制、无序的城市扩张,这可能会对物理、生物和城市生态系统造成灾难性影响。城市地区的比例从 2008 年的 9.04% 增加到 2015 年的 13.07%。然而,由于自 2017 年以来,来自埃塞俄比亚-索马里地区的境内流离失所者被重新安置在那里,城市地区的比例从 2015 年的 13.7% 增长到 2023 年的 24.65%。此外,到 2040 年,副城市将增长 27.69%。2008 年、2015 年和 2023 年三幅分类图像的卡帕系数统计分别为 93.3%、97.5% 和 97.5%。为了确定未来城市增长所覆盖的区域,建议将这一创新技术与优化土地利用战略相结合。
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引用次数: 0
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City and Environment Interactions
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