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An optimization study of the eco-tourism corridor in Shenyang in the context of China’s western industrial relocation 西部产业转移背景下沈阳生态旅游走廊优化研究
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-11-29 DOI: 10.1016/j.cacint.2025.100271
Weiting Shan, Yibo Li, Chenyang Li
Under the background of China’s “Western Migration” policy, Northeastern China faces development challenges such as population outflow, industrial restructuring, and urban function remodeling. In this context, tourism development has become a vital pathway to promote economic revitalization while safeguarding ecological health.This study takes Shenyang City as a case to investigate how urban green spaces and slow-moving systems (pedestrian and cycling paths) can be strategically integrated for the construction and optimization of eco-tourism corridors. Using ArcGIS-based buffer and overlay analyses, the spatial distribution variability and ecological characteristics of the slow-moving system were examined. The ecological corridors were evaluated in terms of accessibility, adaptability, and connectivity between green spaces and slow-moving paths.The results reveal that Shenyang’s green spaces have a single-function bias misaligned with residents’ needs, a hierarchical imbalance between the slow-moving system and green space configuration, lagging integration in older urban areas, and an uneven distribution of accessibility between residential areas and slow-moving networks.Based on these findings, an optimization model for Shenyang’s eco-tourism corridor was established, proposing spatial strategies to integrate green land resources and slow-moving paths from a citywide perspective. These strategies aim to create multi-functional ecological corridors that enhance urban economic vitality, improve ecological services, and strengthen the synergistic role of green spaces and slow-moving systems in sustainable urban development.
在中国“西部大迁移”的背景下,东北地区面临着人口外流、产业结构调整、城市功能重塑等发展挑战。在此背景下,发展旅游已成为促进经济振兴、维护生态健康的重要途径。本研究以沈阳市为例,探讨如何将城市绿地与慢行系统(步行道和自行车道)战略整合,以构建和优化生态旅游廊道。采用基于arcgis的缓冲层和覆盖层分析,研究了慢动系统的空间分布变异性和生态特征。对生态廊道的可达性、适应性以及绿色空间与慢行路径之间的连通性进行了评估。结果表明:沈阳城市绿地存在功能单一与居民需求错位、慢动系统与绿地配置层级失衡、老城区整合滞后、居住区与慢动网络可达性分布不均等问题。在此基础上,建立了沈阳市生态旅游廊道优化模型,并从城市层面提出了整合绿地资源和慢行路径的空间策略。这些战略旨在创建多功能生态走廊,增强城市经济活力,改善生态服务,加强绿色空间和慢动系统在可持续城市发展中的协同作用。
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引用次数: 0
Balancing positive and negative environmental impacts of urban greening considering future climate: A case study in the Paris region, France 考虑未来气候平衡城市绿化对环境的积极和消极影响:以法国巴黎地区为例
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-12-06 DOI: 10.1016/j.cacint.2025.100277
Robin Monnier , Erwan Personne , Patrick Stella , Laura Ferraz de Paula , Patrick Schalbart , Charlotte Roux , Bruno Peuportier
Urban greening enhances summer thermal comfort in cities; however, vegetation requires watering and reduces solar gains on buildings, potentially increasing energy consumption for heating. A methodology was developed to investigate whether the positive effects of urban trees on human health offset the increased water and energy consumption impacts. This method involves four steps: 1. Modelling the urban microclimate based on regional climatic data, accounting for vegetation effects; 2. Evaluating indoor temperatures and possible overheating using building thermal simulation; 3. Deriving the damage of overheating on human health, and 4. Performing a life cycle assessment.
This process was applied to a case study on an urban greening project, including renovating an existing social housing building. According to the results, urban greening thanks to trees allows a decrease in outdoor air temperature around 1.7 °C (median value, 1.3 °C and 2.0 °C for 10th and 90th percentile, resp.) and a decrease in indoor temperature around 0.4 °C (median value; 0.25 °C and 0.55 for 10th and 90th percentile, resp.) during the five weeks heat wave period. Some life-cycle environmental impacts were reduced, particularly those related to damage to human health (−12.5 %), with limited impact transfer. The impact reduction due to energy savings from building renovation is higher.
While many cities invest in urban greening projects, the importance of energy renovation is often overlooked. This prioritisation may be questioned, and the analysis presented in this article could serve as a valuable tool in guiding decision-making. By using the same indicator (Disability-Adjusted Life Years, DALY) to express life cycle and overheating-related impacts, this approach enables the integration of mitigation and adaptation in decision-making processes.
城市绿化提高城市夏季热舒适性;然而,植被需要浇水,减少了建筑物的太阳能增益,潜在地增加了供暖的能源消耗。开发了一种方法来调查城市树木对人类健康的积极影响是否抵消了水和能源消耗增加的影响。该方法包括四个步骤:1。基于区域气候数据的城市小气候建模,考虑植被效应;2. 使用建筑热模拟评估室内温度和可能的过热;3. 3 .得出过热对人体健康的危害;执行生命周期评估。这一过程被应用于一个城市绿化项目的案例研究,其中包括改造现有的社会住房建筑。结果表明,在为期五周的热浪期内,树木的城市绿化使室外气温下降约1.7°C(中值,第10和第90百分位分别为1.3°C和2.0°C),室内温度下降约0.4°C(中值,第10和第90百分位分别为0.25°C和0.55)。一些生命周期的环境影响减少了,特别是与人类健康损害有关的影响(- 12.5%),影响转移有限。由于建筑改造节省的能源减少的影响更高。虽然许多城市投资城市绿化项目,但能源改造的重要性往往被忽视。这种优先次序可能会受到质疑,本文中提出的分析可以作为指导决策的宝贵工具。通过使用相同的指标(残疾调整生命年,DALY)来表示生命周期和与过热有关的影响,这种方法能够在决策过程中整合缓解和适应。
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引用次数: 0
Numerical simulation of flow characteristics and pollutant distribution in 3D urban street canyons 三维城市街道峡谷流动特征及污染物分布的数值模拟
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2026-01-16 DOI: 10.1016/j.cacint.2025.100287
Zhang Boyu , Xie Xiaomin , Huang Zhen , Cao Haoyu
Rapid urbanization has produced dense building clusters and narrow street canyons that inhibit pollutant dispersion. This study employs high-resolution three-dimensional computational fluid dynamics (CFD) simulations, using an unsteady hybrid Delayed Detached-Eddy Simulation (DDES) approach, of a representative street canyon on Huaihai Middle Road (Shanghai) to investigate flow structures and CO2 dispersion for inflow angles and inlet wind speeds. The numerical model was validated against wind-tunnel measurements and reproduces primary vortex formation, bimodal vertical concentration profiles, and shear-layer separation. Key findings are that oblique inflow (notably 30° and 60°) induces asymmetric dual-vortex and multi-vortex states and multiple spatially distinct concentration maxima; low wind speeds produce enlarged vortices, longer residence times, and persistently high mean concentrations, whereas higher speeds improve mean dilution but increase instantaneous variability and the frequency of short-lived high-exposure events. Velocity and concentration fields are strongly coupled: coherent turbulent structures synchronize vortex shedding and concentration fluctuations. These results imply that monitoring and mitigation should address both mean and transient exposures. Dense or mobile sensor arrays with high temporal resolution are required to capture pulsed peaks, and urban-design measures (cross-canyon connectivity, targeted façade permeability, and strategically sited ventilation corridors) can substantially alter pedestrian-level exposure.
快速城市化产生了密集的建筑群和狭窄的街道峡谷,抑制了污染物的扩散。以上海市淮海中路某代表性街道峡谷为研究对象,采用非定常混合延迟分离涡模拟(DDES)方法,采用高分辨率三维计算流体力学(CFD)模拟,研究了入流角和进口风速对流动结构和CO2弥散的影响。数值模型与风洞测量结果进行了验证,重现了初级涡的形成、双峰垂直浓度分布和剪切层分离。主要发现是:斜入流(特别是30°和60°)诱导了非对称双涡和多涡状态以及多个空间上不同的浓度最大值;低风速会产生更大的漩涡、更长的停留时间和持续的高平均浓度,而高风速会改善平均稀释,但会增加瞬时变异性和短期高暴露事件的频率。速度场和浓度场是强耦合的:相干湍流结构同步涡旋脱落和浓度波动。这些结果表明,监测和缓解应同时处理平均暴露和瞬态暴露。密集的或具有高时间分辨率的移动传感器阵列需要捕捉脉冲峰值,城市设计措施(跨峡谷连通性,有针对性的farade渗透率和战略选址的通风走廊)可以大大改变行人暴露水平。
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引用次数: 0
Air pollutants, water space, and the risk of esophagitis and esophageal ulcer: a cohort study from the UK Biobank 空气污染物、水空间和食管炎和食管溃疡的风险:来自英国生物银行的一项队列研究
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2026-03-02 DOI: 10.1016/j.cacint.2026.100324
Shuhui Chen , Xinmeng Yao , Feifan Wang , Manli Wang , Baojie Hua , Jing Guo , Ding Ye , Xiaohui Sun , Yingying Mao , Jiayu Li
While ambient air pollution is a recognized risk factor for various diseases, its specific link to esophagitis and esophageal ulcer remains poorly understood. Similarly, the potential role of residential water space is unclear. This study aimed to examine the individual and combined associations of ambient air pollution and residential water space with the risk of esophagitis and esophageal ulcer. We included 399,766 UK Biobank participants who were free of these conditions at baseline. Incident cases were identified via hospital records using ICD-10 codes (K20, K21.0, and K22.1). Exposures to ambient air pollutants (PM2.5, PMcoarse, PM10, NO2, and NOx) and residential water space (at 300 m and 1000 m buffers) were estimated using land-use regression models and spatial datasets. Cox proportional hazards models revealed that higher exposures to PM2.5 (HR = 1.14; 95% CI: 1.10–1.19), NO2 (HR = 1.10; 95% CI: 1.06–1.15), and NOx (HR = 1.17; 95% CI: 1.12–1.22) were associated with an increased risk of esophagitis and esophageal ulcer. Conversely, greater exposures to water space at both 300 m (HR = 0.94; 95% CI: 0.91–0.98) and 1000 m (HR = 0.91; 95% CI: 0.88–0.95) buffers were associated with a reduced risk. Mediation analyses indicated that 10.49% to 43.03% of the inverse association between water space and esophageal outcomes was statistically mediated by attenuated exposure to PM2.5 and NOx. These findings suggest that PM2.5, NO2, and NOx are associated with an elevated risk of esophagitis and esophageal ulcer, whereas residential water space is associated with a reduced risk.
虽然环境空气污染是多种疾病的公认危险因素,但其与食管炎和食管溃疡的具体联系仍知之甚少。同样,住宅用水空间的潜在作用尚不清楚。本研究旨在探讨环境空气污染和住宅用水空间与食管炎和食管溃疡风险的个体和综合关联。我们纳入了399,766名英国生物银行参与者,他们在基线时没有这些疾病。使用ICD-10代码(K20、K21.0和K22.1)通过医院记录确定事件病例。利用土地利用回归模型和空间数据集估算了环境空气污染物(PM2.5、PM10、NO2和NOx)和住宅用水空间(300 m和1000 m缓冲区)的暴露量。Cox比例风险模型显示,较高的PM2.5 (HR = 1.14, 95% CI: 1.10 - 1.19)、NO2 (HR = 1.10, 95% CI: 1.06-1.15)和NOx (HR = 1.17, 95% CI: 1.12-1.22)暴露与食管炎和食管溃疡风险增加相关。相反,在300米(HR = 0.94; 95% CI: 0.91 - 0.98)和1000米(HR = 0.91; 95% CI: 0.88-0.95)缓冲区中,暴露在更大的水空间中与风险降低相关。中介分析表明,10.49% ~ 43.03%的水空间与食道预后之间的负相关在统计学上由PM2.5和NOx减少暴露介导。这些发现表明,PM2.5、二氧化氮和氮氧化物与食管炎和食管溃疡的风险增加有关,而住宅水域与风险降低有关。
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引用次数: 0
Land cover dynamics in Cyprus: land use transitions between 2000 and 2020 across a coastal buffer zone 塞浦路斯土地覆盖动态:2000年至2020年沿海缓冲区的土地利用转变
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2026-03-02 DOI: 10.1016/j.cacint.2026.100327
Dimitrios Koumoulidis , Dimitrios Mpormpoudakis , Ioannis Varvaris , Mariza Kaskara , Charalambos Kontoes , Diofantos Hadjimitsis
Coastal ecosystems hold critical economic value for local communities, national economies, and global markets, as they support livelihoods through tourism, natural resources and essential environmental services (e.g., protection from coastal erosion, climate change mitigation). However, anthropogenic drivers such as industrial expansion, loss of agricultural lands, excessive tourism, alongside natural disasters, place considerable pressure on coastal environments. The value of coastal ecosystems is recognized by a range of policy frameworks, ranging from the UN’s Sustainable Development Goals (SDG-14) to the 2014/89/EU Directive, and in the Mediterranean basin, by the Barcelona Convention. In this paper, we conducted an analysis of land-cover change between 2000–2020, which presents valuable first-time available evidence on the evolution of coastal land dynamics in Cyprus. A 10-kilometer-wide coastal buffer zone was designated around the island to facilitate targeted land-use investigations. Land-cover data was derived from the GlobeLand30 2000 and 2020 datasets (Kappa coefficient: 0.78; accuracy level: 80.63%) and the analysis was conducted using the ArcGIS software employing spatial statistics (mainly focal statistics at a 10x10 pixel neighbourhood) and heatmap visualisations (incl. different bandwidth specifications) The results demonstrate an expansion of urban pressures, especially in the vicinity of the island’s major tourist hotspots, including Larnaca, Paphos, and Limassol, and significant changes related to the rise of croplands. The major land-use transitions identified in this research are associated with the sparse vegetation and the croplands classes that transitioned into the built-up class. Significantly, the overall calculated areas of land conversions to the built-up class neared almost 5 km2. By contributing new data on an environmental challenge that has not been previously examined by comparable studies in the context of Cyprus, this study aspires to serve as a future framework for analogous investigations across the Mediterranean basin.
沿海生态系统通过旅游、自然资源和基本环境服务(例如防止海岸侵蚀、减缓气候变化)支持生计,因此对当地社区、国民经济和全球市场具有重要的经济价值。然而,人为驱动因素,如工业扩张、农业用地丧失、过度旅游以及自然灾害,给沿海环境带来了相当大的压力。沿海生态系统的价值得到了一系列政策框架的认可,包括联合国可持续发展目标(SDG-14)和2014/89/EU指令,以及地中海盆地的《巴塞罗那公约》。在本文中,我们对2000-2020年间的土地覆盖变化进行了分析,这为塞浦路斯沿海土地动态演变提供了宝贵的首次可用证据。在该岛周围划定了一个10公里宽的沿海缓冲区,以方便有针对性的土地利用调查。土地覆盖数据来自GlobeLand30 2000年和2020年数据集(Kappa系数:0.78;精度水平:80.63%),并使用ArcGIS软件进行分析,采用空间统计(主要是10x10像素街区的焦点统计)和热图可视化(包括不同带宽规格)。结果表明,城市压力在扩大,特别是在岛上主要旅游热点附近,包括拉纳卡、帕福斯和利马索尔,以及与农田增加相关的显著变化。本研究确定的主要土地利用转型与稀疏植被和向建成区转型的耕地类别有关。值得注意的是,土地转为建成区的总体计算面积接近5平方公里。通过提供关于塞浦路斯环境挑战的新数据,这项研究有望成为未来地中海盆地类似调查的框架。
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引用次数: 0
Microclimatic responses to adjacent tall buildings: coupled effects of form and orientation 邻近高层建筑的小气候反应:形式和朝向的耦合效应
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-12-29 DOI: 10.1016/j.cacint.2025.100290
Fatemeh Derakhshan, Mehrdad Karimimoshaver
This study investigates the different effects of the geometry, orientation and layout of two adjacent tall buildings on the surrounding microclimate conditions using a combination of computational fluid dynamics (CFD) simulations in Ansys Fluent software and microclimate modeling in Envi-met software. In addition, field measurements of air temperature, relative humidity, and wind speed were conducted under different weather conditions to validate and complement the simulations, providing a more robust assessment. Unlike most previous studies that focused on single tall buildings, this study uniquely examines the combined aerodynamic and microclimate effects of two adjacent tall buildings with different orientations and the same height in a real semi-arid context. The findings show that building orientation and shape strongly affect wind speed, temperature, and humidity. One building produced wind speeds about three times higher, creating corridor effects and thermal fluctuations (−2.30 to + 0.35 K/h). The other generated weaker airflow but a steadier cooling trend with variable humidity. Simulations also revealed stagnation zones with high humidity behind buildings and drier conditions on windward sides. Overall, high wind speed alone does not ensure pedestrian comfort; instead, geometry, orientation, and height interact to determine whether airflow improves ventilation and cooling or promotes heat and moisture buildup. These results highlight the need to integrate aerodynamic and microclimatic responses into tall building design, offering guidance for climate-responsive urban planning in semi-arid cities.
本研究采用Ansys Fluent计算流体动力学(CFD)模拟和Envi-met微气候建模相结合的方法,研究了相邻两座高层建筑的几何、朝向和布局对周边微气候条件的不同影响。此外,在不同天气条件下进行了空气温度、相对湿度和风速的现场测量,以验证和补充模拟,提供更可靠的评估。与以往大多数关注单个高层建筑的研究不同,本研究独特地考察了在真实的半干旱环境中,两座相邻的不同朝向和相同高度的高层建筑的空气动力学和微气候综合效应。研究结果表明,建筑物的朝向和形状对风速、温度和湿度有很大影响。其中一栋建筑产生的风速大约高出三倍,产生了走廊效应和热波动(−2.30至+ 0.35 K/h)。另一种产生的气流较弱,但随着湿度的变化,冷却趋势更稳定。模拟还显示,建筑物后面有高湿度的停滞区,迎风面的条件更干燥。总体而言,仅靠高风速并不能保证行人的舒适度;相反,几何形状、方向和高度相互作用决定了气流是改善通风和冷却,还是促进热量和水分的积累。这些结果强调了将空气动力学和微气候响应整合到高层建筑设计中的必要性,为半干旱城市的气候响应型城市规划提供了指导。
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引用次数: 0
Effects of high urban temperatures on use of low-carbon transportation and participation in outdoor physical activities 城市高温对低碳交通工具使用和户外体育活动参与的影响
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2026-01-03 DOI: 10.1016/j.cacint.2026.100294
Yu-Yun Liu , Yin-Hao Chiu , Sung-Ta Liu
Climate change intensifies urban heat, affecting residents’ use of low-carbon transportation and participation in outdoor activities. This study surveyed six municipalities in Taiwan to assess how different population groups respond under normal and high-temperature conditions. Latent profile analysis of survey data identified five psycho-behavioral segments—HeatSensitive, TransportSensitive, HeatEndurer, HeatProofer, and OutdoorSensitive—each exhibiting distinct psychographic, socioeconomic, regional, and behavioral characteristics. Results indicate that high temperatures significantly reduce intentions to engage in low-carbon transportation and outdoor activities, with older adults and lower-income groups being most affected. In contrast, residents with higher socioeconomic status demonstrate greater resilience, maintaining both mobility and outdoor activity. These findings highlight the need for targeted policy interventions, including climate adaptation communications, transit-oriented urban planning, and shaded public spaces, to promote inclusive, equitable, and climate-resilient urban adaptation strategies.
气候变化加剧了城市热量,影响了居民使用低碳交通工具和参与户外活动。本研究调查了台湾六个直辖市,以评估不同人群在正常和高温条件下的反应。调查数据的潜在剖面分析确定了五个心理行为部分——热敏感型、交通敏感型、耐高温型、防高温型和户外敏感型——每个部分都表现出不同的心理、社会经济、区域和行为特征。结果表明,高温显著降低了从事低碳交通和户外活动的意愿,老年人和低收入群体受影响最大。相比之下,社会经济地位较高的居民表现出更强的弹性,既能保持流动性,又能保持户外活动。这些发现强调了有针对性的政策干预的必要性,包括气候适应沟通、以公交为导向的城市规划和荫蔽的公共空间,以促进包容、公平和气候适应型的城市适应战略。
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引用次数: 0
Environmental health literacy: an exploratory conceptual redefinition and explanation structuralized from comprehensive multidisciplinary expert perspectives along with public insights 环境健康素养:一种探索性的概念重新定义和解释,从综合多学科专家的角度以及公众的见解结构化
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-12-13 DOI: 10.1016/j.cacint.2025.100285
Leili Mazar , Sakineh Rakhshanderou , Anoushiravan Mohseni-Bandpei , Mohtasham Ghaffari
The environment plays a critical role in public health and sustainable community development. Enhancing Environmental Health Literacy (EHL) is essential for mitigating health risks, improving quality of life, and promoting environmental protection. However, as a relatively new concept, EHL remains conceptually ambiguous and requires further clarification. This study aimed to explore and redefine EHL while identifying its core dimensions. Using an exploratory qualitative approach, we conducted in-depth, semi-structured interviews with 35 experts in public health and environmental sciences, as well as 30 diverse adults from Tehran, capital of Iran. Participants were selected through purposive and snowball sampling between February and October 2024. Data were analyzed using conventional content analysis guided by Graneheim and Lundman’s approach. Analysis resulted in 620 initial codes that were organized into 18 subcategories and six main dimensions of EHL: cognitive, affective, behavioral, media, basic, and communication literacy. Additionally, two overarching conceptual approaches emerged—environment-oriented and content-oriented—reflecting differences in how participants viewed the environments relevant to EHL and the disciplinary domains that inform its content. By integrating multidisciplinary expert insights with lived perspectives from adults, this study provides a comprehensive, contextually grounded conceptualization of EHL. The findings provide a foundation for developing assessment tools, designing targeted educational programs, and formulating policies to enhance EHL across diverse settings. By equipping individuals and communities with EHL to navigate environmental risks, this research underscores its role in shaping effective public health interventions, promoting environmental sustainability, and enhancing resilience in both urban and non-urban contexts.
环境在公共卫生和可持续社区发展方面发挥着关键作用。提高环境卫生素养对于减轻健康风险、提高生活质量和促进环境保护至关重要。然而,作为一个相对较新的概念,EHL在概念上仍然是模糊的,需要进一步澄清。本研究旨在探索和重新定义EHL,并确定其核心维度。采用探索性定性方法,我们对来自伊朗首都德黑兰的35名公共卫生和环境科学专家以及30名不同类型的成年人进行了深入的半结构化访谈。参与者是在2024年2月至10月期间通过有目的的滚雪球抽样选择的。数据分析采用Graneheim和Lundman方法指导下的传统内容分析。分析得出620个初始代码,这些代码被组织成18个子类别和EHL的6个主要维度:认知、情感、行为、媒体、基本和沟通素养。此外,出现了两种主要的概念方法——面向环境和面向内容——反映了参与者如何看待与EHL相关的环境和告知其内容的学科领域的差异。通过将多学科专家的见解与成人的生活观点相结合,本研究提供了一个全面的、基于情境的EHL概念化。研究结果为开发评估工具、设计有针对性的教育项目和制定政策以加强不同环境下的EHL提供了基础。通过为个人和社区提供EHL以应对环境风险,本研究强调了其在形成有效的公共卫生干预措施、促进环境可持续性以及增强城市和非城市环境抵御力方面的作用。
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引用次数: 0
Leveraging the Self-Attention Mechanism: Cutting-Edge predictive modeling for ozone concentration dynamics 利用自我注意机制:臭氧浓度动力学的前沿预测模型
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-12-10 DOI: 10.1016/j.cacint.2025.100282
Nouar AlDahoul , Haitham Abdulmohsin Afan , Faidhalrahman Khaleel , Ali NajahAhmed , Riyadh Alsultani , Saif Saad Mansoor , Muhammed Basheer Jasser , Mohsen Sherif , Ahmed El-Shafie
Accurate and timely prediction of ozone concentrations is critical for meteorological monitoring and developing effective environmental policies, promoting both resilience and sustainability, as prolonged exposure to elevated pollutant levels poses significant risks to human health and ecosystem integrity. In fact, ozone concentration monitoring and reduction align with global efforts to reduce its negative impact on air pollution (SDG 3: Good Health and Well-being) and enhance urban environmental resilience (SDG 11: Sustainable Cities and Communities). However, the complex physicochemical processes governing tropospheric ozone formation present substantial challenges for precise modeling. Recent advancements in data-driven machine-learning approaches have demonstrated considerable potential in addressing these challenges, particularly in predicting ozone concentrations. Deep learning models, in particular, have been employed to analyze ozone data as time series, leveraging historical concentration values collected over hours or days. Despite these advancements, opportunities remain for enhancing predictive accuracy through the application of state-of-the-art attention-based architectures, such as the Support Vector Machine (SVM), Long Short-Term Memory (LSTM), and Transformer model. This study investigates the efficacy of the self-attention mechanism in predicting ozone concentrations across three monitoring stations in Malaysia: Kuala Lumpur (KL), Putrajaya (PJ), and Klang, using hourly data for the duration between 2012 and 2019, which have been collected from the Department of Environment (DOE). Ministry of Natural Resources and Environmental Sustainability (NRES). The results reveal exceptional performance, with high coefficients of determination (R2) and low mean squared errors (MSE) achieved for PJ, KL, and Klang. Furthermore, the Transformer model significantly reduced both training and inference times (70 s and 1 s, respectively) compared to the LSTM model (110 s and 7.7 s), particularly when long-term historical ozone data is required for prediction. These findings highlight the robust capabilities of self-attention mechanisms in enhancing the accuracy and efficiency of ozone concentration forecasting, warranting further investigation and validation across diverse urban environments globally and contributing to sustainable urban planning and resilience of environmental monitoring systems.
准确和及时地预测臭氧浓度对于气象监测和制定有效的环境政策、促进复原力和可持续性至关重要,因为长期暴露于高水平的污染物对人类健康和生态系统完整性构成重大风险。事实上,监测和减少臭氧浓度与减少其对空气污染的负面影响(可持续发展目标3:良好健康和福祉)和增强城市环境复原力(可持续发展目标11:可持续城市和社区)的全球努力是一致的。然而,控制对流层臭氧形成的复杂物理化学过程对精确建模提出了重大挑战。数据驱动的机器学习方法的最新进展在应对这些挑战方面显示出相当大的潜力,特别是在预测臭氧浓度方面。特别是,深度学习模型已被用于分析臭氧数据作为时间序列,利用在数小时或数天内收集的历史浓度值。尽管取得了这些进步,但通过应用最先进的基于注意力的体系结构,如支持向量机(SVM)、长短期记忆(LSTM)和Transformer模型,仍然有机会提高预测的准确性。本研究利用从马来西亚环境部(DOE)收集的2012年至2019年每小时的数据,调查了自关注机制在预测马来西亚三个监测站(吉隆坡(KL)、布城(PJ)和巴生)臭氧浓度方面的功效。自然资源和环境可持续发展部。结果显示优异的性能,PJ, KL和Klang具有高决定系数(R2)和低均方误差(MSE)。此外,与LSTM模型(分别为110秒和7.7秒)相比,Transformer模型显著减少了训练和推理时间(分别为70秒和1秒),特别是在需要长期历史臭氧数据进行预测时。这些发现突出了自我关注机制在提高臭氧浓度预测的准确性和效率方面的强大能力,值得在全球不同的城市环境中进行进一步的调查和验证,并有助于可持续的城市规划和环境监测系统的复原力。
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引用次数: 0
When the sun goes down, heat vulnerability remains 当太阳下山时,热脆弱性仍然存在
IF 3.8 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-12-12 DOI: 10.1016/j.cacint.2025.100284
Jiayang Hu , Florence Gignac , Sam Pickard , Paloma Trascasa Castro , Eren Duzenli , Dragana Bojovic
Continuously rising temperatures due to climate change allow extreme heat-related risks to persist throughout the entire day. While daytime and nighttime heat are well distinguished in climate research, the social inequities and adaptation strategies linked to nighttime heat remain overlooked. This short communication proposes a multidimensional perspective to nighttime heat, combining recent climate data, vulnerability analysis and urban adaptation strategies. Using Barcelona, Spain, as a city of reference, we discuss how localized urban heat islands, limited access to climate shelters, and stressors like traffic noise levels intersect to shape heat risk and climate injustice at night. Building an equitable climate resilience to nighttime heat means not only mapping where heat remains at night but also designing strategies for night hours and broadening how heat vulnerability is assessed. This piece calls on both researchers and practitioners to consider climate science, social equity and urban policy through a nighttime lens, and consequently, to ensure a more comprehensive way to support vulnerable population groups.
由于气候变化,气温持续上升,导致与极端高温相关的风险持续一整天。虽然在气候研究中,白天和夜间的热量被很好地区分开来,但与夜间热量相关的社会不平等和适应策略仍然被忽视。这种简短的交流结合了最近的气候数据、脆弱性分析和城市适应策略,提出了夜间高温的多维视角。以西班牙巴塞罗那为例,我们讨论了局部的城市热岛、有限的气候庇护所和交通噪音水平等压力因素如何交叉影响夜间的高温风险和气候不公正。建立对夜间高温的公平的气候适应能力不仅意味着绘制夜间存在热量的地点,还意味着设计夜间策略,并扩大热脆弱性的评估方式。这篇文章呼吁研究人员和实践者通过夜间镜头来考虑气候科学、社会公平和城市政策,从而确保以更全面的方式支持弱势群体。
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引用次数: 0
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City and Environment Interactions
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