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Air Quality in Primary School Classrooms: Associations of PM10 and PM2.5 Levels With Outdoor and Built Environment Characteristics 小学教室空气质量:PM10和PM2.5水平与室外和建筑环境特征的关系
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-09-15 DOI: 10.1155/ina/3809714
Antonis Michanikou, Panayiotis Kouis, Souzana Achilleos, Paraskevi Kinni, Emily Vasiliadou, Chrysanthos Savvides, Petros Mouzourides, Marina K.A. Neophytou, Petros Koutrakis, Panayiotis K. Yiallouros
<p><b>Background:</b> Particulate matter (PM) levels in school classrooms represent a significant fraction of the daily exposure to air pollution among schoolchildren. PM levels may vary over time and may be influenced by a variety of environmental factors. However, previous studies on classrooms’ PM levels relied on short-term measurements, while relevant data from Europe remain scarce. We aimed to prospectively monitor PM<sub>2.5</sub> (PM with aerodynamic diameter ≤ 2.5 <i>μ</i>m) and PM<sub>10</sub> (PM with aerodynamic diameter ≤ 10 <i>μ</i>m) levels in school classrooms and explore their relationships with outdoor and built environment characteristics, especially during teaching periods. By addressing PM exposure during teaching periods and evaluating the effects of mitigation measures, built characteristics, and environmental factors within primary school settings in Cyprus, this study fills critical gaps in understanding particulate exposure in educational environments.</p><p><b>Methods:</b> From March to June 2021, indoor PM<sub>2.5</sub> and PM<sub>10</sub> concentrations were assessed prospectively using optical particle sensors, in classrooms across nine primary schools in Nicosia, Cyprus. School hours were divided into distinct teaching and recess periods to study the variations in PM levels throughout the day, as well as the effect of outdoor sources. Indoor measurements were analyzed using 2-min intervals. Corresponding time-stamped data on outdoor air pollution were obtained from the nearest air quality station. Additionally, direct, on-site comparison of indoor versus outdoor PM concentrations was possible using weekly gravimetric measurements by low-volume Harvard samplers. Data on the built environment were collected from on-site assessments and questionnaires. A linear mixed effects model was defined by fixed effects for the exposure variables and random intercepts to account for daily variations in PM levels, with additional variability between classrooms nested within each day.</p><p><b>Results:</b> Teaching periods, particularly after recess breaks, showed higher PM<sub>10</sub> (+28.2%) and PM<sub>2.5</sub> (+13.4%) levels than teaching periods before recess (<i>p</i> < 0.001). Outdoor pollution had the most significant impact on indoor classroom PM<sub>10</sub> (+227.9%) and PM<sub>2.5</sub> (+84.3%) levels (<i>p</i> < 0.001). Accessibility to soil yards led to substantially higher PM<sub>10</sub> (86.1%) and PM<sub>2.5</sub> (89.9%) (<i>p</i> < 0.001). Classroom windows per square meter resulted in a 10.4% lower level of PM<sub>10</sub>, but a 5.5% higher level in PM<sub>2.5</sub> (<i>p</i> < 0.05). Classrooms on upper floors were associated with 17.3% lower PM<sub>10</sub> levels (<i>p</i> < 0.001). Both temperature and relative humidity were positively associated with PM levels (<i>p</i> < 0.001). The use of air purifiers significantly reduced PM<sub>10</sub> and PM<sub>2.5</sub> levels by 43.5% and 3
背景:学校教室中的颗粒物(PM)水平占学童每日空气污染暴露的很大一部分。PM水平可能随时间而变化,并可能受到各种环境因素的影响。然而,之前关于教室PM水平的研究依赖于短期测量,而来自欧洲的相关数据仍然很少。本研究旨在对学校教室内PM2.5(空气动力直径≤2.5 μm的PM)和PM10(空气动力直径≤10 μm的PM)水平进行前瞻性监测,并探讨其与室外和建筑环境特征的关系,特别是在教学期间。通过解决教学期间的PM暴露问题,并评估缓解措施、建筑特征和塞浦路斯小学环境中的环境因素的影响,本研究填补了了解教育环境中颗粒物暴露的关键空白。方法:2021年3月至6月,在塞浦路斯尼科西亚9所小学的教室中,使用光学颗粒传感器对室内PM2.5和PM10浓度进行前瞻性评估。学校时间被划分为不同的教学和休息时间,以研究全天PM水平的变化以及室外源的影响。室内测量以2分钟为间隔进行分析。从最近的空气质量监测站获得相应的室外空气污染时间戳数据。此外,通过每周使用小体积哈佛采样器进行重量测量,可以直接进行室内和室外PM浓度的现场比较。有关建筑环境的数据是通过现场评估和问卷调查收集的。线性混合效应模型由暴露变量的固定效应和随机截点定义,以解释PM水平的每日变化,以及每天嵌套的教室之间的额外变化。结果:教学期间,特别是课间休息后,PM10(+28.2%)和PM2.5(+13.4%)水平高于课间休息前(p < 0.001)。室外污染对室内教室PM10(+227.9%)和PM2.5(+84.3%)水平的影响最为显著(p < 0.001)。土壤庭院的可达性导致PM10(86.1%)和PM2.5(89.9%)显著增加(p < 0.001)。每平方米教室窗户的PM10水平降低了10.4%,PM2.5水平提高了5.5% (p < 0.05)。上层教室的PM10水平降低了17.3% (p < 0.001)。温度和相对湿度都与PM水平呈正相关(p < 0.001)。使用空气净化器可显著降低PM10和PM2.5水平,分别降低43.5%和30.4% (p < 0.001)。结论:我们证明了各种因素对教室室内PM水平的显著影响,包括室外污染、土壤庭院可达性和教室特定特征。虽然空气净化器能有效降低PM10和PM2.5水平,但教学时间、温度和湿度等其他因素也起着至关重要的作用,这强调了学校全面空气质量管理策略的必要性。
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引用次数: 0
Elevated Consumer Exposure to Volatile Organic Compounds During Do-It-Yourself Painting Oil-Based Wood Stain Evidenced by Passive Air Sampling and Urinary Metabolites 通过被动空气采样和尿液代谢物证明,消费者在自己动手油漆油基木材染色过程中暴露于挥发性有机化合物的增加
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-09-10 DOI: 10.1155/ina/2739689
Pil-Gon Kim, Arum Lee, Jee-Hyun Hwang, Jaeho Shin, Stefana Sochichiu, Eugene Song, Kyung-Min Lim, Jaeyun Choi, Jung-Hwan Kwon

Consumer products are significant contributors to indoor volatile organic compound (VOC) emissions, with oil-based wood stains, commonly used in do-it-yourself (DIY) projects, being particularly notable sources. This study was aimed at evaluating personal exposure to VOCs during DIY application of oil-based wood stains by integrating passive sampling, dermal exposure assessment, and urinary biomonitoring. Twenty-two volunteers wore a validated expanded polytetrafluoroethylene passive sampler (ePTFE PS) during indoor painting activities in naturally ventilated residential settings. Despite open-window ventilation, benzene concentrations increased from 4.5 to 5100 μg/m3—a 1100-fold rise. Toluene, ethylbenzene, xylenes, and styrene showed similar increases ranging from 160 to 710 times. Limonene and α-pinene concentrations rose by 440% and 600%, respectively. A statistically significant correlation was observed between inhalation exposure to m-xylene and its urinary metabolites (p- and o-methylhippuric acids), with metabolite concentrations reaching up to 57.2 μg/mg creatinine. Inhalation exposure was calculated to be 630–1100 times higher than dermal exposure. These findings highlight the dominance of the inhalation route and demonstrate that passive sampling is an effective and practical approach for assessing VOC exposure from consumer products in real-world environments.

消费品是室内挥发性有机化合物(VOC)排放的重要来源,通常用于自己动手(DIY)项目的油基木材污渍是特别显著的来源。本研究旨在通过被动采样、皮肤暴露评估和尿液生物监测等方法,评估油基木污渍DIY过程中人体对VOCs的暴露情况。22名志愿者在自然通风的住宅环境中进行室内绘画活动时佩戴了经过验证的膨胀聚四氟乙烯被动采样器(ePTFE PS)。尽管开窗通风,苯浓度从4.5 μg/m3增加到5100 μg/m3,增加了1100倍。甲苯、乙苯、二甲苯和苯乙烯的增幅相似,从160倍到710倍不等。柠檬烯和α-蒎烯浓度分别提高了440%和600%。吸入间二甲苯与其尿代谢物(对甲基和邻甲基马尿酸)之间存在统计学显著相关性,代谢物浓度高达57.2 μg/mg肌酐。经计算,吸入暴露比皮肤暴露高630-1100倍。这些发现强调了吸入途径的主导地位,并表明被动取样是评估现实环境中消费品VOC暴露的有效和实用方法。
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引用次数: 0
Factors Affecting the Adoption of “Mirt” Fuel-Efficient Stove to Carbon Emission Reduction Approach in Bale Zone, Sinana District, Southeast Ethiopia 影响埃塞俄比亚东南部Sinana地区Bale地区采用“Mirt”节能炉减少碳排放方法的因素
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-09-10 DOI: 10.1155/ina/4645897
Umer Abdela, Mehasin Seid, Seyfu Husen, Yilma Jambo

The heavy reliance on traditional biomass fuels in sub-Saharan Africa, particularly in Ethiopia, significantly contributes to deforestation, environmental degradation, and health risks associated with inefficient cooking practices. This study is aimed at examining the socioeconomic factors influencing the adoption of the “Mirt” fuel-efficient cook stove in the Bale Zone, Sinana District, Southeast Ethiopia, and its potential contribution to carbon emission reduction. Adopting a mixed methods approach, primary data were collected through a household survey and personal interviews from four selected villages, comprising a sample of 298 households. A binary logistic regression analysis was used to determine the factors influencing stove adoption. It is shown that 46.97% of the sampled households have already adopted an improved cook stove. Level of education of the household head, family size, and having a separate kitchen were positively associated and significantly associated with adoption, and male-headed households were less likely to adopt the cook stove compared to female-headed households. These results underscore the importance of education and gender relations in the adoption of technology and, more generally, the role of household infrastructure (like separate cooking compartments). It also underlines the demand for better stoves and wider dissemination to raise take-up and sustainable forest management. Ultimately, education and awareness campaigns, women’s empowerment, and improved housing infrastructure are critical for advancing the adoption of fuel-efficient cook stoves in rural Ethiopia. These types of interventions may help to reduce household use of fuelwood, lower deforestation, and reduce carbon emissions from traditional cooking methods. Policy options include promoting community-based education programs, formulating gender-sensitive outreach, and further advancing stove design considerations for sustainable energy and environmental outcomes. This research offers significant empirical insights for policymakers and development practitioners looking to enhance rural energy consumption and promote environmental sustainability in the sub-Saharan African context. Future investigations should examine supplementary sociocultural and economic variables influencing adoption to formulate more efficacious interventions.

撒哈拉以南非洲,特别是埃塞俄比亚严重依赖传统生物质燃料,严重加剧了森林砍伐、环境退化以及与低效烹饪做法相关的健康风险。本研究旨在研究影响埃塞俄比亚东南部Sinana地区Bale地区采用“Mirt”节油炉灶的社会经济因素及其对碳减排的潜在贡献。采用混合方法,通过住户调查和个人访谈收集了四个村庄的原始数据,其中包括298个家庭的样本。采用二元logistic回归分析确定影响炉具采用的因素。结果表明,46.97%的抽样家庭已经采用了改进型炉灶。户主的受教育程度、家庭规模和是否有独立的厨房与采用炉灶呈正相关且显著相关,与女性户主家庭相比,男性户主家庭采用炉灶的可能性较小。这些结果强调了教育和性别关系在采用技术方面的重要性,以及更普遍地说,家庭基础设施(如单独的烹饪隔间)的作用。它还强调需要更好的炉灶和更广泛的传播,以提高吸收量和可持续森林管理。最终,教育和提高认识运动、赋予妇女权力以及改善住房基础设施对于推动在埃塞俄比亚农村采用节能型炉灶至关重要。这些类型的干预措施可能有助于减少家庭对薪材的使用,减少森林砍伐,并减少传统烹饪方法的碳排放。政策选择包括促进以社区为基础的教育项目,制定对性别问题有敏感认识的外联活动,以及进一步推动炉子设计考虑可持续能源和环境成果。本研究为撒哈拉以南非洲地区寻求提高农村能源消费和促进环境可持续性的政策制定者和发展实践者提供了重要的实证见解。未来的调查应检查影响收养的社会文化和经济变量,以制定更有效的干预措施。
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引用次数: 0
Quantitative Analysis of Bioaerosol Hazards and Mitigation Strategies During Mechanical and Hands-On CPR 机械和动手心肺复苏过程中生物气溶胶危害和缓解策略的定量分析
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-09-06 DOI: 10.1155/ina/9597214
Wei-Lun Chen, Yung-Cheng Su, Sheng-Han Yu, Hsin-Ling Chen, Chia-Hung Chou, Tzu-Yao Hung

Rationale: CPR is known to generate aerosols, increasing the risk of transmitting airborne diseases. This study evaluated aerosol exposure during manual and mechanical CPR, noting that pressure-driven mechanical CPR might exacerbate aerosol dispersion.

Objectives: The objectives were to measure aerosol exposure to health workers during manual and mechanical CPR and to evaluate the efficacy of mitigation strategies.

Methods: A high-fidelity mannequin simulated CPR at 110 compressions per minute, assessing the effectiveness of mask coverings, supraglottic airways, endotracheal tubes, HEPA filters, and evacuators in reducing aerosol dispersion.

Measurements: Aerosol concentrations were continuously measured at the mannequin’s head, trunk, and feet for 10 min.

Results: Mechanical CPR produced less aerosol than hands-on CPR. Surgical masks and N95 respirators reduced aerosol levels, while sealed airway devices with HEPA filters further minimized dispersion. HEPA evacuators provided the most significant reduction.

Conclusion: In conclusion, MCPR reduces aerosol production compared to HCPR by avoiding personnel rotation and creating horizontal airflow instead of upward airflow. Aerosol mitigation is effectively enhanced through the use of properly fitted masks and well-sealed SGAs or ETs equipped with HEPA filters. Notably, HEPA evacuators are highly effective in minimizing aerosol dispersion. Implementing MCPR, wearing N95 masks, ensuring a proper mask fit for face coverings, transitioning early to ETs, and using HEPA evacuators are critical measures for enhancing health worker safety during CPR.

理由:心肺复苏术会产生气溶胶,增加传播空气传播疾病的风险。本研究评估了手动和机械CPR期间的气溶胶暴露,注意到压力驱动的机械CPR可能会加剧气溶胶的扩散。目的:目的是测量卫生工作者在手工和机械心肺复苏术期间的气溶胶暴露,并评估缓解战略的有效性。方法:高保真人体模型模拟每分钟110次的CPR,评估面罩、声门上气道、气管内管、HEPA过滤器和疏散器在减少气溶胶扩散方面的有效性。测量:在人体模型的头部、躯干和脚处连续测量气溶胶浓度10分钟。结果:机械心肺复苏产生的气溶胶比手工心肺复苏少。外科口罩和N95呼吸器降低了气溶胶水平,而带有HEPA过滤器的密封气道装置进一步减少了气溶胶的扩散。HEPA疏散器提供了最显著的减少。结论:与HCPR相比,MCPR通过避免人员旋转和产生水平气流而不是向上气流来减少气溶胶的产生。通过使用适当安装的口罩和密封良好的SGAs或配备HEPA过滤器的ETs,可以有效地增强气溶胶的减缓作用。值得注意的是,HEPA疏散器在最大限度地减少气溶胶扩散方面非常有效。实施MCPR、佩戴N95口罩、确保口罩适合面罩、尽早过渡到ETs以及使用HEPA疏散器是在心肺复苏术期间加强卫生工作者安全的关键措施。
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引用次数: 0
Evaluation of Vehicle Interior Air Quality by Impinger Collection and Subsequent Bioassay Using Cultured Macrophages 通过撞击收集和随后培养巨噬细胞的生物测定评价车辆内部空气质量
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-09-04 DOI: 10.1155/ina/2864983
Yuki Koda, Mie Hirahara, Keiko Matsui, Miwako Oro, Masashi Fujihara, Nami Ishihara, Tatsuto Nakane, Yasuhiro Ishihara

The long periods of time people often spend inside their automobiles expose them to chemical substances and bioaerosols, such as molds, dust mites, pollens, and pet dander. This study evaluated the health impact of remaining inside a vehicle by combining an impinger that efficiently collects air quality in water from a small space with a bioassay using cultured macrophages. The impinger container was curved to minimize the splashing of water caused by air inflow, and a spray nozzle was attached to its tip to efficiently mix water and air. The water collected to evaluate the interior air quality as well as the reference material CRM28 showed increased expression levels of tumor necrosis factor α (TNFα) and cytochrome P450 1A1 (CYP1A1) in U937 macrophages, demonstrating the utility of impinger collection and subsequent bioassay in evaluating air quality. The water sample collected from an old vehicle induced higher expression of TNFα, CYP1A1, and heme oxygenase-1 than that from a relatively new vehicle. This effect is considered to partially depend on the presence of mold in the vehicular interior space. The method proposed in this study integrating impinger collection with bioassay is suitable for investigating the effects of combined exposure in small spaces such as vehicle interiors.

人们经常长时间呆在汽车里,使他们暴露在化学物质和生物气溶胶中,如霉菌、尘螨、花粉和宠物皮屑。本研究通过结合撞击器和使用培养巨噬细胞的生物测定法,评估了留在车内对健康的影响,撞击器可以有效地从小空间收集水中的空气质量。冲击容器采用弧形设计,最大限度地减少了空气流入引起的水溅起,并在其尖端安装了喷嘴,以有效地混合水和空气。用于评估室内空气质量的收集的水以及参考物质CRM28显示,U937巨噬细胞中肿瘤坏死因子α (TNFα)和细胞色素P450 1A1 (CYP1A1)的表达水平升高,这证明了撞击收集和随后的生物测定在评估空气质量方面的实用性。与相对较新的水样相比,从旧的水样中收集的水样诱导了更高的TNFα, CYP1A1和血红素加氧酶-1的表达。这种影响被认为部分取决于车辆内部空间中霉菌的存在。本研究中提出的将撞击信号收集与生物测定相结合的方法适用于研究小空间(如车辆内部)联合暴露的影响。
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引用次数: 0
Thermal Comfort and Sensitivity of Different Body Parts Exposed to Local Infrared Radiation 暴露于局部红外辐射下不同身体部位的热舒适和敏感性
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-09-02 DOI: 10.1155/ina/5526614
Guodan Liu, Yao Zhang, Peiqi Zhang, Huiyang Zhong, Yihang Ji, Haonan Ma, Mingli Lu, Xiaojie Zhou, Songtao Hu

Infrared radiation equipment, as a typical personal comfort system (PCS) unit, could effectively improve human thermal sensation vote (TSV) in cold environments. It could also be positioned diversely and controlled independently to meet personalized thermal requirements. However, the heat transfer principle of infrared radiation differs from thermal convection and conduction. Most parts of the human body were covered by clothes in winter; thus, the thermal responses differed from those uncovered. As a result, studies on the thermal responses and thermal sensitivity of different parts with clothing to local radiation were limited. An experiment was conducted at the indoor air temperature of 18°C in winter, during which five body parts were stimulated by infrared radiation at the intensity of 4 and 20 W/m2. Subsequently, the indoor environment and physiological parameters were measured. Meanwhile, the local and overall thermal responses of the human body were collected with questionnaires. Furthermore, the calculation method based on thigh sweating rate was determined as an approach to assess the sensitivity of each body part to infrared radiation more precisely. In terms of this method, the chest was more sensitive to infrared radiation than limbs, and the intensity of the infrared radiation had greater impacts on chest sensitivity while fewer effects on limbs. These findings could help improve the reliability in predicting and evaluating human thermal responses to infrared radiation environments and also provided references for the applications of infrared radiation PCS devices.

红外辐射设备作为典型的个人舒适系统(PCS)单元,可以有效改善寒冷环境下人体的热感觉投票(TSV)。它也可以不同的定位和独立控制,以满足个性化的热需求。然而,红外辐射的传热原理不同于热对流和导热。冬天,人体的大部分都被衣服覆盖着;因此,热响应与未发现的不同。因此,对穿着服装的不同部位对局部辐射的热响应和热敏性的研究受到限制。实验在冬季室内空气温度为18℃的条件下,对人体5个部位进行4、20 W/m2强度的红外辐射刺激。随后,测量室内环境和生理参数。同时,采用问卷调查的方式收集人体的局部和整体热反应。进一步确定了基于大腿排汗率的计算方法,作为更准确评估人体各部位对红外辐射敏感性的方法。在该方法中,胸部对红外辐射的敏感性高于四肢,且红外辐射强度对胸部敏感性的影响较大,而对四肢的影响较小。这些发现有助于提高人体对红外辐射环境热反应预测和评价的可靠性,也为红外辐射PCS设备的应用提供了参考。
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引用次数: 0
Profiling Specific Volatile Organic Compounds for Mold Detection and Species Identification 分析特定挥发性有机化合物的霉菌检测和物种鉴定
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-08-29 DOI: 10.1155/ina/9350601
Linduo Zhao, Clint M. Arnett, Veronica I. Casey, John W. Scott, Mark A. Davis, Gwenna Heidkamp, Rebekah C. Wilson

Mold is found in most indoor environments and is of great concern due to adverse health effects and infrastructure damage it can cause. One key aspect of this growing problem is early detection and localization of mold contamination so appropriate measures can be implemented. In this study, a combination of solid-phase microextraction (SPME), semiquantitative gas chromatography–mass spectroscopy (GC-MS) analysis, and principal component analysis (PCA) of 14 select microbial volatile organic compounds (MVOCs) was used to determine if volatile organic profiling could be used to differentiate between molds grown on various building materials. Briefly, SPME fibers with PDMS/DVB coatings were employed to collect and generate volatile organic profiles of target MVOCs emitted by Aspergillus versicolor and Penicillium chrysogenum when grown on two common building materials. The volatile compound extraction and identification method revealed that P. chrysogenum grown on gypsum and A. versicolor grown on pine produced unique MVOC profiles from one another, which indicated species and substrate differentiation could be made based on the volatile organic profiles. Additionally, the production of dimethyl disulfide (DMDS) and geosmin was found to be specific to P. chrysogenum and A. versicolor, respectively, and therefore could serve as potential biomarkers for screening for the presence of each species. This study suggests profiling select MVOCs is viable for detecting specific hazardous molds when the substrate is known and a streamlined workflow for indoor mold monitoring: initial broad-spectrum GC-MS screening for fungal presence → selected MVOC profiling for species identification → molecular verification of hazardous species.

霉菌存在于大多数室内环境中,由于其对健康的不良影响和对基础设施的破坏,引起了人们的极大关注。这个日益严重的问题的一个关键方面是早期发现和定位霉菌污染,以便采取适当的措施。本研究采用固相微萃取(SPME)、半定量气相色谱-质谱(GC-MS)和主成分分析(PCA)相结合的方法对14种微生物挥发性有机化合物(MVOCs)进行分析,以确定挥发性有机分析是否可以用于区分生长在不同建筑材料上的霉菌。简单地说,采用涂有PDMS/DVB涂层的SPME纤维,收集并生成了在两种常见建筑材料上生长的花式曲霉和青霉菌释放的目标MVOCs的挥发性有机特征。挥发性化合物的提取和鉴定方法表明,生长在石膏上的黄皮草和生长在松木上的花斑草产生了不同的MVOC谱,这表明可以根据挥发性有机谱进行物种和底物的区分。此外,还发现二甲基二硫化物(DMDS)和土臭素(geosmin)的产生分别对P. chrysogenum和A. versicolor具有特异性,因此可以作为筛选每种物种存在的潜在生物标志物。该研究表明,当底物已知时,分析选定的MVOC对于检测特定的有害霉菌是可行的,并且简化了室内霉菌监测的工作流程:初始广谱GC-MS筛选真菌存在→选择MVOC分析用于物种鉴定→有害物种的分子验证。
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引用次数: 0
Improving Hospital Air Quality With a Nano-Ag/Chitosan-TiO2 Filter System and Cloud-Based Monitoring 纳米银/壳聚糖-二氧化钛过滤系统及云监测改善医院空气质量
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-08-28 DOI: 10.1155/ina/8243815
Mastewal Endeshaw Getnet, Wonder Nathi Dlamini, Chun-Hsing Liao, Abiyu Kerebo Berekute, An-Fei Chen, Rasham Sallah-Ud-Din, Sepridawati Siregar, Yu-Chiao Wu, Wan-Tien Shen, Chun-Hsuan Bai, Kuo-Pin Yu

Improving indoor air quality (IAQ) in hospital environments protects vulnerable patients and healthcare professionals from airborne pollutants and pathogens. This study integrates three interconnected components: a comprehensive analysis of hospital IAQ, an evaluation of a nanosilver/chitosan–titanium dioxide (nano-Ag/CS-TiO2) filter, and an assessment of real-time monitoring using a cloud-based platform. The nano-Ag/CS-TiO2 filter demonstrated enhanced efficiency in reducing a broad spectrum of pollutants, including particulate matter (PM2.5 and PM10), carbon monoxide, carbon dioxide, volatile organic compounds (VOCs), and microbial aerosols. Measurements were conducted across different hospital zones and timeframes to reflect typical hospital operations and assess the adaptability of the proposed solutions. The study further addresses the long-term use of nano-Ag/CS-TiO2 and underscores its advantages over existing filtration methods. Cloud-based monitoring provides real-time data, allowing for timely intervention for IAQ, particularly in high-risk areas like negative pressure isolation rooms. The finding in a negative pressure isolation room demonstrated significant improvement in IAQ postinstallation of the nano-Ag/CS-TiO2 filtration system. The integration of nano-Ag/CS-TiO2 filtration and real-time monitoring supports compliance with World Health Organization (WHO) IAQ standards. These findings highlight the potential for broader application in various healthcare settings, such as outpatient clinics and emergency departments. The study also ensures accuracy in pollutant detection, addressing the potential for false positives and negatives in cloud-based monitoring. This study highlights that a nano-Ag/CS-TiO2 filtration system can enhance IAQ in hospital settings by effectively removing air pollutants and inactivating airborne pathogens. This approach facilitates the development of evidence-based strategies for promoting healthier indoor environments in hospitals.

改善医院环境中的室内空气质量(IAQ)可以保护脆弱的患者和医疗保健专业人员免受空气污染物和病原体的侵害。本研究整合了三个相互关联的组成部分:医院室内空气质量的综合分析,纳米银/壳聚糖-二氧化钛(纳米银/CS-TiO2)过滤器的评估,以及使用基于云的平台的实时监测评估。纳米ag /CS-TiO2过滤器在减少广泛的污染物方面表现出更高的效率,包括颗粒物(PM2.5和PM10)、一氧化碳、二氧化碳、挥发性有机化合物(VOCs)和微生物气溶胶。在不同的医院区域和时间范围内进行了测量,以反映典型的医院业务,并评估拟议解决方案的适应性。该研究进一步解决了纳米ag /CS-TiO2的长期使用问题,并强调了其相对于现有过滤方法的优势。基于云的监测提供实时数据,可以及时干预室内空气质量,特别是在负压隔离室等高风险地区。在负压隔离室中发现,安装纳米ag /CS-TiO2过滤系统后,室内空气质量显著改善。纳米ag /CS-TiO2过滤和实时监测的集成支持符合世界卫生组织(WHO)室内空气质量标准。这些发现强调了在各种医疗保健环境中广泛应用的潜力,例如门诊诊所和急诊科。该研究还确保了污染物检测的准确性,解决了基于云的监测中可能出现的假阳性和阴性。本研究强调纳米ag /CS-TiO2过滤系统可以通过有效去除空气污染物和灭活空气中的病原体来提高医院环境中的室内空气质量。这种方法有助于制定以证据为基础的战略,促进医院室内环境的健康。
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引用次数: 0
Evaluation and Enhancement of an Indoor Air Quality Prediction Model for Infant Care Facilities Using Automated Relearning 基于自动再学习的婴幼儿护理设施室内空气质量预测模型的评价与改进
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-08-27 DOI: 10.1155/ina/9375744
Kichul Kim, Jiwoong Kim, Yun Gyu Lee, Seunghwan Wi, Sumin Kim

Infants are particularly vulnerable to indoor air pollution due to their developing respiratory systems and prolonged time spent indoors. This study proposes a dynamic indoor air quality (IAQ) prediction model for daycare centers using automated machine learning (Auto ML) and monthly relearning. The model integrates real-time and historical data to address variability caused by occupant behavior, ventilation, and environmental conditions. A total of 446,611 observations were collected over 16 months from a two-story daycare center in South Korea, measuring CO2, PM2.5, PM10, and TVOCs every 10 min. Among tested algorithms, ensemble learning methods (e.g., VotingEnsemble and XGBoost) showed superior performance. The model achieved predictive accuracies of 80%–89% for CO2, 77%–98% for PM2.5, 78%–97% for PM10, and 70%–99% for TVOCs. Compared to prior studies focused on controlled environments or single-variable input, this model leverages diverse indoor–outdoor variables and continuous data accumulation, enabling real-time IAQ management. The approach is scalable to other sensitive facilities such as schools and healthcare centers. These findings demonstrate the potential of AI-based prediction frameworks for enhancing IAQ control strategies and protecting vulnerable populations.

婴儿由于呼吸系统发育和长时间待在室内,特别容易受到室内空气污染的影响。本研究利用自动机器学习(Auto ML)和月度再学习,提出了日托中心室内空气质量(IAQ)的动态预测模型。该模型集成了实时和历史数据,以解决由乘员行为、通风和环境条件引起的变化。在16个月的时间里,在韩国的一个两层日托中心收集了446611份观测数据,每10分钟测量一次二氧化碳、PM2.5、PM10和TVOCs。在测试的算法中,集成学习方法(如VotingEnsemble和XGBoost)表现出更优越的性能。该模型对CO2的预测精度为80%-89%,对PM2.5的预测精度为77%-98%,对PM10的预测精度为78%-97%,对tvoc的预测精度为70%-99%。与以往的研究侧重于受控环境或单变量输入相比,该模型利用了不同的室内外变量和连续的数据积累,实现了实时的室内空气质量管理。该方法可扩展到其他敏感设施,如学校和医疗中心。这些发现证明了基于人工智能的预测框架在加强室内空气质量控制策略和保护弱势群体方面的潜力。
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引用次数: 0
Performance Evaluation of In-Duct Ultraviolet Germicidal Irradiation Air Disinfection Systems: The Role of Reduction Equivalent Dose Bias 管内紫外线杀菌空气消毒系统的性能评价:减少等效剂量偏差的作用
IF 4.3 2区 环境科学与生态学 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2025-08-22 DOI: 10.1155/ina/8666214
Danmei Chen, Yuri Lawryshyn, Erin Mackey, Ron Hofmann

The COVID-19 pandemic highlighted the importance of effective air disinfection technologies to mitigate the spread of airborne pathogens. In-duct ultraviolet germicidal irradiation (UVGI) systems may be a viable solution. System performance should be validated using biodosimetry, as per several existing standards. These tests yield the kill rates of a surrogate organism and its reduction equivalent dose (RED), with the intent that the RED be extrapolated to a predicted kill rate of a target pathogen of interest, such as SARS-CoV-2. However, this extrapolation requires adjustments to account for potential bias between the surrogate RED and the target RED (called the RED bias). Overlooking this mismatch can lead to inaccurate claims of the actual inactivation performance against the target. This study uses computational fluid dynamics modeling to analyze the UV dose distribution and resulting RED bias in in-duct UVGI systems. The results showed that, when MS2, a UV-resistant organism, is used as a surrogate to predict SARS-CoV-2 inactivation efficiency, the RED bias ranged from 1.14 to 1.46 within the studied cases, suggesting that the SARS-CoV-2 log inactivation can be overestimated by as much as 46%. This study also explores the combined variable (CV) approach as a more accurate method for predicting pathogen inactivation, offering an alternative to the RED bias approach. Both the RED bias approach and the CV approach were effective in improving the accuracy of performance predictions. This study underscores the need for the industry to incorporate considerations of the RED bias phenomenon in the future development of performance evaluation guidance to avoid overestimation of the treatment performance and safeguard public health.

2019冠状病毒病大流行凸显了有效的空气消毒技术对于减轻空气传播病原体的重要性。管内紫外线杀菌照射(UVGI)系统可能是一个可行的解决方案。根据几个现有标准,应使用生物剂量法验证系统性能。这些测试产生替代生物的杀伤率及其减少等效剂量(RED),目的是将RED外推到感兴趣的目标病原体(如SARS-CoV-2)的预测杀伤率。然而,这种外推需要调整,以解释代理RED和目标RED之间的潜在偏差(称为RED偏差)。忽略这种不匹配可能导致对目标的实际失活性能的不准确声明。本研究使用计算流体动力学建模来分析导管内UVGI系统中紫外线剂量分布和由此产生的RED偏置。结果表明,当使用抗紫外线生物MS2作为预测SARS-CoV-2灭活效率的替代品时,在所研究的病例中,RED偏差范围为1.14至1.46,这表明SARS-CoV-2的对数灭活可能被高估高达46%。本研究还探讨了联合变量(CV)方法作为预测病原体失活的更准确的方法,为RED偏倚方法提供了一种替代方法。RED偏倚方法和CV方法在提高绩效预测的准确性方面都是有效的。本研究强调,在未来制定绩效评估指南时,业界需要考虑RED偏差现象,以避免对治疗绩效的高估,维护公众健康。
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引用次数: 0
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