air quality

空气质量
  • 文章类型: Journal Article
    硫排放控制区(SECA),由国际海事组织(IMO)授权,调节燃料硫含量(FSC),以减轻沿海地区航运排放对环境和健康的影响。目前,FSC在SECAs内限制为0.1%(w/w),在SECAs外限制为0.5%(w/w),使用湿式硫磺洗涤器的船舶除外。这些洗涤器使使用高含硫重质燃料油(HFO)等非合规燃料的船舶能够进入SECA。然而,虽然通过洗涤器减少硫是有效的,它们捕获其他潜在有害气体的效率仍然不确定。此外,新兴的合规燃料,如高芳族燃料或低硫混合物缺乏特征,可能会带来风险。三年多,我们评估了试验船用发动机在25%和75%负荷下的排放,操纵和巡航的代表,分别。首先,表征五种不同的合规和不合规燃料的排放(船用瓦斯油MGO,加氢处理植物油HVO,high,低硫和超低硫HFOs),我们计算了排放因子(EF)。然后,使用合规和不合规的HFO测量湿式洗涤器气相捕获效率。NOxEF因燃料而异(5200-19700毫克/千瓦时),有限的洗涤器减少。CO(EF750-13700mg/kWh)和碳氢化合物(HC;EF122-1851mg/kWh)也显示出不足的减排量。与MGO和HVO相比,HFOs的致癌苯在25%负荷下明显更高,而HFOs的致癌苯则高出约一个数量级,没有观察到的洗涤器减少。相比之下,羰基如致癌甲醛和乙醛,作为臭氧前体,由于它们的极性和水溶性而被有效地洗涤。检查了所有燃料的臭氧形成潜力(OFP)。观察到燃料和发动机负载之间的显着EF差异,与湿式洗涤器提供有限的或没有减少的气体排放。我们建议加强海洋部门的法规和减排,以减轻对人类健康和环境有害的气态污染物。
    Sulphur Emission Control Areas (SECAs), mandated by the International Maritime Organization (IMO), regulate fuel sulphur content (FSC) to mitigate the environmental and health impact of shipping emissions in coastal areas. Currently, FSC is limited to 0.1% (w/w) within and 0.5% (w/w) outside SECAs, with exceptions for ships employing wet sulphur scrubbers. These scrubbers enable vessels using non-compliant fuels such as high-sulphur heavy fuel oils (HFOs) to enter SECAs. However, while sulphur reduction via scrubbers is effective, their efficiency in capturing other potentially harmful gases remains uncertain. Moreover, emerging compliant fuels like highly aromatic fuels or low-sulphur blends lack characterisation and may pose risks. Over three years, we assessed emissions from an experimental marine engine at 25% and 75% load, representative of manoeuvring and cruising, respectively. First, characterizing emissions from five different compliant and non-compliant fuels (marine gas oil MGO, hydro-treated vegetable oil HVO, high-, low- and ultra-low sulphur HFOs), we calculated emission factors (EF). Then, the wet scrubber gas-phase capture efficiency was measured using compliant and non-compliant HFOs. NOx EF varied among fuels (5200-19700 mg/kWh), with limited scrubber reduction. CO (EF 750-13700 mg/kWh) and hydrocarbons (HC; EF 122-1851 mg/kWh) showed also insufficient abatement. Carcinogenic benzene was notably higher at 25% load and about an order of magnitude higher with HFOs compared to MGO and HVO, with no observed scrubber reduction. In contrast, carbonyls such as carcinogenic formaldehyde and acetaldehyde, acting as ozone precursors, were effectively scrubbed due to their polarity and water solubility. The ozone formation potential (OFP) of all fuels was examined. Significant EF differences between fuels and engine loads were observed, with the wet scrubber providing limited or no reduction of gaseous emissions. We suggest enhanced regulations and emission abatements in the marine sector to mitigate gaseous pollutants harmful to human health and the environment.
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  • 文章类型: Journal Article
    本文解决了校准用于空气质量监测的低成本电化学传感器系统的挑战。污染物在大气中的扩散需要有效的监测系统,和低成本传感器提供了一个有前途的解决方案。然而,漂移等问题,交叉敏感性,和单位间的一致性引起了人们对其准确性和可靠性的担忧。该研究探讨了以下三种将传感器信号转换为浓度测量的校准方法:利用制造商提供的方程式,结合机器学习(ML)算法,并直接将ML应用于电压信号。在希腊的三个城市地点进行了实验。高端仪器为模型的训练和评估提供了参考浓度。结果表明,利用电压信号代替制造商的校准方程可以减少相同传感器之间的可变性。此外,后一种方法提高了CO的校准效率,NO,NO2和O3传感器,同时在ML算法中结合来自所有传感器的电压信号,利用交叉灵敏度提高校准性能。随机森林ML算法是校准城市地区使用的类似设备的有前途的解决方案。
    This paper addresses the challenges of calibrating low-cost electrochemical sensor systems for air quality monitoring. The proliferation of pollutants in the atmosphere necessitates efficient monitoring systems, and low-cost sensors offer a promising solution. However, issues such as drift, cross-sensitivity, and inter-unit consistency have raised concerns about their accuracy and reliability. The study explores the following three calibration methods for converting sensor signals to concentration measurements: utilizing manufacturer-provided equations, incorporating machine learning (ML) algorithms, and directly applying ML to voltage signals. Experiments were performed in three urban sites in Greece. High-end instrumentation provided the reference concentrations for training and evaluation of the model. The results reveal that utilizing voltage signals instead of the manufacturer\'s calibration equations diminishes variability among identical sensors. Moreover, the latter approach enhances calibration efficiency for CO, NO, NO2, and O3 sensors while incorporating voltage signals from all sensors in the ML algorithm, taking advantage of cross-sensitivity to improve calibration performance. The Random Forest ML algorithm is a promising solution for calibrating similar devices for use in urban areas.
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  • 文章类型: Journal Article
    对化石燃料的依赖和有限的绿地导致室内和室外空气质量差和不良的健康结果。特别是在有色人种中。本文介绍了司法知情的公共卫生和法律干预措施,以增加获得绿色空间的机会,并加速向可再生能源和远离燃气器具的过渡。
    Reliance upon fossil fuels and limited greenspace contribute to poor indoor and outdoor air quality and adverse health outcomes, particularly in communities of color. This article describes justice-informed public health and legal interventions to increase access to greenspace and accelerate the transitions to renewable energy and away from gas appliances.
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  • 文章类型: Journal Article
    背景:空气污染的短期增加与哮喘和COPD预后不良相关。由于野火烟雾引起的细颗粒物(PM2.5)的短期升高变得越来越普遍。
    目的:野火季节和冬季倒置季节的PM2.5和臭氧的短期增加是否与哮喘和COPD的急诊或住院复合相关?
    方法:病例交叉分析评估了因哮喘和COPD的初次出院诊断而住院的63,976和18,514名患者分别,1999年1月至2022年3月。患者居住在犹他州的Wasatch前线,由环境保护局的监测仪测量PM2.5和臭氧。使用针对天气变量调整后的泊松回归计算OR。
    结果:在野火季节PM2.5增加的同一天,哮喘风险增加(或,每+10μg/m31.057;95%CI,1.019-1.097;P=.003)和冬季倒置(OR,每+10μg/m31.023;95%CI,1.010-1.037;P=.0004)。1周后风险降低,但在野火季节,风险在4周后反弹(或,每+10μg/m31.098;95%CI,1.033-1.167)。在PM2.5增加后的前3天,野火季节成年人的哮喘风险最高。但对孩子们来说,最高风险延迟3~4周.PM2.5暴露与COPD住院的相关性弱。臭氧暴露与风险升高无关。
    结论:在庞大的城市人口中,在野火季节PM2.5的短期增加与哮喘住院有关,在倒转季节,效应大小大于PM2.5。
    BACKGROUND: Short-term increases in air pollution are associated with poor asthma and COPD outcomes. Short-term elevations in fine particulate matter (PM2.5) due to wildfire smoke are becoming more common.
    OBJECTIVE: Are short-term increases in PM2.5 and ozone in wildfire season and in winter inversion season associated with a composite of emergency or inpatient hospitalization for asthma and COPD?
    METHODS: Case-crossover analyses evaluated 63,976 and 18,514 patients hospitalized for primary discharge diagnoses of asthma and COPD, respectively, between January 1999 and March 2022. Patients resided on Utah\'s Wasatch Front where PM2.5 and ozone were measured by Environmental Protection Agency-based monitors. ORs were calculated using Poisson regression adjusted for weather variables.
    RESULTS: Asthma risk increased on the same day that PM2.5 increased during wildfire season (OR, 1.057 per + 10 μg/m3; 95% CI, 1.019-1.097; P = .003) and winter inversions (OR, 1.023 per +10 μg/m3; 95% CI, 1.010-1.037; P = .0004). Risk decreased after 1 week, but during wildfire season risk rebounded at a 4-week lag (OR, 1.098 per +10 μg/m3; 95% CI, 1.033-1.167). Asthma risk for adults during wildfire season was highest in the first 3 days after PM2.5 increases, but for children, the highest risk was delayed by 3 to 4 weeks. PM2.5 exposure was weakly associated with COPD hospitalization. Ozone exposure was not associated with elevated risks.
    CONCLUSIONS: In a large urban population, short-term increases in PM2.5 during wildfire season were associated with asthma hospitalization, and the effect sizes were greater than for PM2.5 during inversion season.
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  • 文章类型: Journal Article
    微电网正在出现,以减轻由于电网中断频率增加而导致的电网弹性和可靠性下降。因为微电网包含了当地的发电来源,电力生产正在从集中式拓扑向分布式拓扑转变,从而将发电资源和随之而来的排放安装到人口稠密的城市防空洞和住宅社区。在本文中,评估了在城市空气棚中大规模部署微电网对空气质量和公共卫生的影响。为近期和长期部署确定了成为微电网的候选人,并考虑了两种微电网场景,与24/7主要电源不同:(1)基于燃烧燃气轮机(CGT)的微电网和(2)基于零排放FC的微电网,由太阳能光伏和电池储能补充。微电网在空间和时间上解析的排放被输入到空气质量模型并评估对健康的影响。结果表明:(1)在近期和长期大规模部署基于CGT或FC的微电网对空气质量的影响相对较小,(2)由于该地区人口众多,人口稠密,因此对基于CGT的微电网的健康影响仍然很大,(3)基于CTG的微电网的部署对弱势社区的影响不成比例。例如,基于CGT的微电网的近期部署导致过早死亡的发生率增加(每月1至5例),医疗费用每月增加33至5600万美元。部署基于FC的零排放微电网减轻了对健康的不利影响。防止一些过早死亡的发生,并导致每月节省约3600万美元,而不是每月节省约5000万美元的成本。
    Microgrids are emerging to mitigate the degradation in grid resiliency and reliability resulting from an increasing frequency of grid outages. Because microgrids incorporate a local source of power generation, the production of electricity is shifting from a centralized to distributed topology, thereby installing power generation resources and the concomitant emissions into heavily populated urban air sheds and residential communities. In this paper, the air quality and public health impacts of a mass deployment of microgrids in an urban air shed are assessed. Candidates to become microgrids are identified for both the near- and long-term deployment, and two microgrid scenarios are considered, differing by the 24/7 prime source of power: (1) combustion gas turbine (CGT)-based microgrids and (2) zero-emission FC-based microgrids complemented by solar PV and battery energy storage. Spatially and temporally resolved emissions from the microgrids are input to an air quality model and assessed for health impacts. The results show that (1) a mass deployment of CGT-based or FC-based microgrids in both the near- and long-term has a relatively small impact on air quality, (2) the health impacts are nonetheless significant for CGT-based microgrids due to the large and dense population of the area, and (3) disadvantaged communities are disproportionately impacted with the deployment of CTG-based microgrids. For example, near-term deployment of CGT-based microgrids results in an increase in the incidence of premature mortality (1 to 5 incidences per month) and an increase of $33 to $56 million per month in health costs. Deploying zero-emission FC-based microgrids mitigates the adverse health impact, prevents several incidences of premature mortality, and results in saving of ~$36M per month rather than a cost per month of ~$50M.
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  • 文章类型: Journal Article
    我们社会的一个重要问题是废物焚烧过程中释放的空气污染物对健康和环境的潜在影响,因此,进行彻底的控制和监测措施至关重要。在这种情况下,这项研究的目的是研究在安装能源回收工厂(ERP)前后期间颗粒物(PM2.5)和相关微量元素的演变。为此,使用前-后/控制-影响(BACI)设计和两个时期(2018年1月1日至2020年6月2日之前和2020年10月12日至2022年9月30日之后),对两个相似区域(影响/控制)的PM2.5浓度和组成进行了描述性和时间分析.结果表明,在整个研究期间,在影响区(IZ)和控制区(CZ)观察到PM2.5和相关微量元素的水平下降。在PM2.5的情况下,最显着的下降发生在ERP启动期间,一个与COVID的禁闭和限制相吻合的时期,随着这两个区域的增加,没有达到ERP启动之前的水平。硒是唯一在IZ中显著增加的微量元素。总之,在这两个区域,除硒外,所有污染物都有下降,虽然在IZ不太明显。由于硒在ERP开始之前的阶段已经显示出上升趋势,有必要调查其演变并找出可能的原因。
    A significant concern in our society is the potential impact on both health and the environment of air pollutants released during the incineration of waste. Therefore, it is crucial to conduct thorough control and monitoring measures. In this context, the objective of this research was to study the evolution of particulate matter (PM2.5) and associated trace elements during the period before and after the installation of an Energy Recovery Plant (ERP). For that, a descriptive and temporal analysis of PM2.5 concentration and composition were performed on two similar areas (impact/control) using the Before-After/Control-Impact (BACI) design and two periods (before from January 01, 2018 to February 06, 2020 and after from December 10, 2020 to September 30, 2022). Results showed a decrease in the levels of PM2.5 and associated trace elements is observed in the impact zone (IZ) and in the control zone (CZ) throughout the study period. In the case of PM2.5, the most notable decrease occurred in the period of the start-up of the ERP, a period that coincides with the confinement and restrictions of COVID, with a subsequent increase in both zones, without reaching the levels observed in the period prior to the start-up of the ERP. Selenium is the only trace element that increases significantly in the IZ. In conclusion, a decrease is observed for all pollutants except selenium in both zones, although less pronounced in the IZ. Since selenium already showed an upward trend in the phase prior to the start of the ERP, it is necessary to investigate its evolution and find out the possible cause.
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  • 文章类型: Journal Article
    背景:心血管疾病(CVD)是全球死亡的主要原因,空气污染对心血管健康构成重大风险。空气质量对急性心肌梗死(AMI)患者心力衰竭(HF)再入院的影响尚不清楚。这项研究的目的是评估在首次住院当天收集的单一空气污染暴露措施的作用。
    方法:我们回顾性分析了12,857例急性冠脉综合征(ACS)患者(2015年1月至2023年3月)的数据。经过多次筛查,纳入4023例AMI患者。空气污染数据由全国城市空气质量监测站自动监测数据实时更新,同步到中国环境监测总站。Cox比例风险回归评估了空气质量指标对4013例AMI患者入院和预后的影响。决策树模型确定了最易受影响的群体。
    结果:调整混杂因素后,NO2(HR1.009,95%CI1.004-1.015,P=0.00066)和PM10(HR1.006,95%CI1.002-1.011,P=0.00751)增加了ST段抬高型心肌梗死(STEMI)患者再次入院的风险。非STEMI(NSTEMI)患者无明显疗效(P>0.05)。STEMI患者在NO2>13μg/m3时,HF再入院的风险高2.8倍(HR2.857,95%CI1.439-5.670,P=0.00269),在PM10>55μg/m3时,风险高1.65倍(HR1.654,95%CI1.124-2.434,P=0.01064)。
    结论:NO2和PM10与STEMI患者的再入院风险增加有关,特别是当NO2超过13μg/m3和PM10超过55μg/m3时。年轻,症状较轻、基础疾病较少的男性STEMI患者更容易受到这些污染物的影响.
    BACKGROUND: Cardiovascular disease (CVD) is the leading cause of death worldwide, with air pollution posing significant risks to cardiovascular health. The effect of air quality on heart failure (HF) readmission in acute myocardial infarction (AMI) patients is unclear.The aim of this study was to evaluate the role of a single measure of air pollution exposure collected on the day of first hospitalization.
    METHODS: We retrospectively analyzed data from 12,857 acute coronary syndrome (ACS) patients (January 2015-March 2023). After multiple screenings, 4023 AMI patients were included. The air pollution data is updated by the automatic monitoring data of the national urban air quality monitoring stations in real time and synchronized to the China Environmental Monitoring Station. Cox proportional hazards regression assessed the impact of air quality indicators on admission and outcomes in 4013 AMI patients. A decision tree model identified the most susceptible groups.
    RESULTS: After adjusting for confounders, NO2 (HR 1.009, 95% CI 1.004-1.015, P = 0.00066) and PM10 (HR 1.006, 95% CI 1.002-1.011, P = 0.00751) increased the risk of HF readmission in ST-segment elevation myocardial infarction (STEMI) patients. No significant effect was observed in non-STEMI (NSTEMI) patients (P > 0.05). STEMI patients had a 2.8-fold higher risk of HF readmission with NO2 > 13 μg/m3 (HR 2.857, 95% CI 1.439-5.670, P = 0.00269) and a 1.65-fold higher risk with PM10 > 55 μg/m3 (HR 1.654, 95% CI 1.124-2.434, P = 0.01064).
    CONCLUSIONS: NO2 and PM10 are linked to increased HF readmission risk in STEMI patients, particularly when NO2 exceeds 13 μg/m3 and PM10 exceeds 55 μg/m3. Younger, less symptomatic male STEMI patients with fewer underlying conditions are more vulnerable to these pollutants.
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  • 文章类型: Journal Article
    日益严峻的环境挑战需要更加重视可持续性教育。这项研究考察了中国环境教育计划对空气和水质感知的影响,减少废物,和降低能耗。采用比较定量设计,将650名参与者分为四组。使用环境可持续性评估调查(ESAS)工具收集数据,以评估环境意识和行为变化。使用统计检验来鉴定组间的显著差异。研究结果表明,感知的空气和水质量显着改善,基于网络的程序证明了特别的成功。减少废物的努力也各不相同,基于网络的教育再次证明是有效的。能源消耗的减少在企业部门最为明显,在电动汽车和可持续交通方面的领导地位发挥了关键作用。支持性政府政策和环境非政府组织进一步强调了知情环境决策的力量。本研究强调了环境教育在应对可持续发展挑战方面的关键作用。它使个人和社区能够积极参与环境保护,促进人与环境之间的和谐关系。我们的发现具有全球意义,强调教育在塑造可持续未来方面的重要作用。
    Growing environmental challenges necessitate increased focus on sustainability education. This study examines the effects of environmental education programs in China on air and water quality perception, waste reduction, and energy consumption reduction. A comparative quantitative design with 650 participants divided into four groups was employed. Data were collected using the Environmental Sustainability Assessment Survey (ESAS) instrument to assess environmental awareness and behavior changes. Statistical tests were used to identify significant differences between groups. Findings showed significant improvements in perceived air and water quality, with web-based programs demonstrating particular success. Waste reduction efforts also varied, with web-based education again proving effective. Energy consumption reduction was most evident in the corporate sector, where leadership in electric vehicles and sustainable transportation played a key role. Supportive government policies and environmental NGOs further highlighted the power of informed environmental decision-making. This study emphasizes the critical role of environmental education in addressing sustainability challenges. It empowers individuals and communities to actively engage in environmental conservation actively, fostering a harmonious relationship between humans and the environment. Our findings have global implications, highlighting education\'s vital role in shaping a sustainable future.
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  • 文章类型: Journal Article
    背景。由于气候变化,野火烟雾事件的频率和强度都在增加。即使在中等吸烟水平下,儿童也特别容易受到健康影响。然而,目前尚不清楚父母如何应对机构经常使用的空气质量指数(AQI)来传达空气污染健康风险。方法。在实验(3×2×2阶乘设计)中,2,100名父母被随机分配查看十二个适应的AQI信息图之一,这些信息图因视觉而异(表,线,仪表),索引类型(AQI[0-500],AQHI[1-11+]),和风险水平(中等,高)。参与者被告知想象在短期暴露场景中遇到信息图。他们报告担心野火烟雾,采取减轻风险措施的意图(例如,空气净化器使用),并支持各种减少暴露的政策。随后,参与者被告知要想象在长期暴露情况下,每天在学校一周内遇到相同的信息图,并再次报告担忧,行动意图,和政策支持。结果。父母的反应在对儿童健康构成威胁的风险水平之间显着不同;在短期暴露(F=748.68p<.001;F=411.59,p<.001)和长期暴露情况(F=470.51,p<.001;F=212.01,p<.001)中,高风险组的担忧和行动意图远高于中等风险组。然而,在短期暴露的情况下,当显示带有线条或仪表视觉效果的AQHI[1-11+]时,父母的行动意图在中度和高风险组之间更相似(3向互动,F=6.03,p=.002)。Conclusions.这些结果表明,一些指数格式,如AQHI而不是AQI,可能会更好地让父母了解适度的野火烟雾对儿童健康的危害。我们的研究为寻求在野火烟雾事件期间改善当前公共教育工作的机构和官员提供了见解,并谈到了教育父母并帮助他们采取短期和长期行动以保护儿童健康的迫切需要。
    Background. Wildfire smoke events are increasing in frequency and intensity due to climate change. Children are especially vulnerable to health effects even at moderate smoke levels. However, it is unclear how parents respond to Air Quality Indices (AQIs) frequently used by agencies to communicate air pollution health risks. Methods. In an experiment (3 × 2 × 2 factorial design), 2,100 parents were randomly assigned to view one of twelve adapted AQI infographics that varied by visual (table, line, gauge), index type (AQI [0-500], AQHI [1-11+]), and risk level (moderate, high). Participants were told to imagine encountering the infographic in a short-term exposure scenario. They reported worry about wildfire smoke, intentions to take risk-mitigating actions (e.g., air purifier use), and support for various exposure reduction policies. Subsequently, participants were told to imagine encountering the same infographic daily during a school week in a long-term exposure scenario and again reported worry, action intentions, and policy support. Results. Parents\' responses significantly differentiated between risk levels that both pose a threat to children\'s health; worry and action intentions were much higher in the high-risk group than the moderate-risk group in both short-exposure (F = 748.68 p<.001; F = 411.59, p<.001) and long-exposure scenarios (F = 470.51, p<.001; F = 212.01, p<.001). However, in the short-exposure scenario, when shown the AQHI [1-11+] with either the line or gauge visuals, parents\' action intentions were more similar between moderate- and high-risk level groups (3-way interaction, F = 6.03, p = .002). Conclusions. These results suggest some index formats such as the AQHI-rather than the AQI-may better attune parents to moderate levels of wildfire smoke being dangerous to children\'s health. Our research offers insights for agencies and officials seeking to improve current public education efforts during wildfire smoke events and speaks to the critical need to educate parents and help them act short-term and long-term to protect children\'s health.
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  • 文章类型: Journal Article
    影响城市空气质量的主要因素之一是气象学。这项研究的目的是了解和描述“Galerna”(GL)(西班牙北部海岸的突然西风变化)对毕尔巴鄂市(西班牙北部)空气质量每日变化的影响。从2009年到2019年,总共有46个为期一天的时间段对GL进行了分析。之所以使用毕尔巴鄂市放射站的氡观测,是因为氡是一种合适的大气示踪剂,可用来评估和表征空气质量动态。对这些时期的聚类分析表明,氡浓度增加,主要是在下午,与GL的出现相关联,但是,毕尔巴鄂氡浓度每日变化的增加并没有反映在所有这些GL时期。GL方案对氡浓度影响的这种变化与毕尔巴鄂的位置有关:沿着Nervion山谷,距海岸16公里。利用10分钟地面气象和氡数据对三个GL周期的分析显示,随着海上风的到来,氡异常增加,这与前几天沿海地区氡浓度逐渐积累的过程有关,以及由于GL事件的发展,这些气团向内陆的位移。因此,我们的结果确定了GL对下午城市空气质量的影响,随着这个沿海地区复杂的布局,山谷和山脉的存在,有利于沿海和山谷地区以上储层的形成,从而影响空气污染浓度的日变化。氡浓度的这些增加不会对人类健康产生重大影响。
    One of the main factors that affect urban air quality is meteorology. The objective of this study is to understand and characterise the influence that \"Galerna\" (GL) (an abrupt westerly change over the northern coast of Spain) has on the daily variability of the air quality over Bilbao city (northern Spain). A total of 46 one-day periods from 2009 to 2019 during which GL have been analysed. Radon observations at the Bilbao city radiological station were used because radon is a suitable atmospheric tracer by which to assess and characterise air quality dynamics. The cluster analysis of these periods revealed that increases in radon concentrations, mainly in the afternoon, are associated with the occurrence of GL, but that, this increase in the daily variability of radon concentrations in Bilbao is not reflected in all these GL periods. This variability in the impact of the GL scenario on radon concentrations is associated with the location of Bilbao: along the Nervion valley and 16 km from the coast. The analysis of three GL periods using 10-min surface meteorological and radon data showed an anomalous increase in radon with the arrival of maritime winds, which is associated with the process of a progressive accumulation of radon concentrations over the coastal area in the previous days, and the displacement of these air masses inland owing to the development of the GL event. Our results consequently identify the impact of GL on urban air quality in the afternoon, along with the fact that the complex layout of this coastal area, with the presence of valleys and mountains, favours the formation of reservoir layers above the coastal and valley areas, thus influencing on daily variability of air pollution concentrations. These increases in radon concentrations do not present a significant impact on human health.
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