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Exploring the future of occupational safety research: A strategic foresight approach. 探索职业安全研究的未来:战略前瞻方法。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-01 Epub Date: 2025-08-14 DOI: 10.1080/15459624.2025.2537397
Jessica M K Streit, Sarah A Felknor, Nicole T Edwards, John J Howard

A team from the U.S. National Institute for Occupational Safety and Health conducted a strategic foresight project to explore the future of occupational safety research (OSR). Data collected via systematic horizon scanning and key informant interviews were synthesized into six drivers of OSR change: (1) technological advancement, (2) partnerships and public trust, (3) prioritizing research investments, (4) safety and health integration, (5) data and science quality, and (6) worker protections. These drivers served as the basis for envisioning four potential OSR futures. Analysis of the resulting scenarios identified opportunities to enhance and advance OSR methods and approaches, innovation, systems thinking, interpersonal networks and connections, and the ethical application of scientific findings as we move into the future of work.

美国国家职业安全与健康研究所的一个团队进行了一项战略展望项目,以探索职业安全研究(OSR)的未来。通过系统水平扫描和关键信息提供者访谈收集的数据综合得出OSR变化的六个驱动因素:(1)技术进步,(2)伙伴关系和公众信任,(3)优先考虑研究投资,(4)安全与健康整合,(5)数据和科学质量,以及(6)工人保护。这些驱动因素是设想四种潜在OSR未来的基础。对结果情景的分析确定了在我们进入未来工作时加强和推进OSR方法和方法、创新、系统思维、人际网络和联系以及科学发现的道德应用的机会。
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引用次数: 0
Hermann J. Muller: Another ethical improbity: Deceiving the journal Science. Hermann J. Muller:另一个道德败坏:欺骗《科学》杂志。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-31 DOI: 10.1080/15459624.2025.2569373
Edward J Calabrese

This article describes how Hermann J. Muller attempted to persuade the editor of the journal Science to obtain a review of his book on eugenics entitled: Out of the Night: A Biologist's View of the Future. Muller sent the editor of Science, James McKeen Cattell, a letter soliciting a review of his forthcoming eugenics book. Muller's letter is of historical significance for several reasons. It highlights how Muller characterized his own standing on the issue with respect to his geneticist colleagues, especially those in the United States. Of even greater importance is the striking lack of transparency that Muller employed in attempting to persuade the editor, not only to publish a review of his book, but also to select the reviewer(s) from a list of suggested geneticists/biologists he provided. The Muller letter is significant since it shows that Muller was deceptive in his communication with the editor. He failed to disclose his personal and professional relationships with each of the six proposed reviewers and their long histories of support and advocacy for eugenics-based societal policies. The present example of Muller's ethical improbity adds to a substantial listing of similar actions that are linked both to his propensity for inappropriate self-promotion and ideological advocacy as seen in activities dealing with eugenics, chemical and radiological risk assessment, hereditary and cancer risk assessment, health physics practices, and the development of secondary school biological curriculum. The current paper gives a rare glimpse into ethics and bias in the scientific community and raises a series of new challenges to the culture of science and its dependence on honesty and transparency. While Muller may be appreciated as a scientist of great talent and achievement, he also displayed personal failings that undercut the integrity of scientific research.

这篇文章描述了赫尔曼·j·穆勒如何试图说服《科学》杂志的编辑对他的优生学著作《走出黑夜:一位生物学家对未来的看法》发表评论。穆勒给《科学》杂志的编辑詹姆斯·麦基恩·卡特尔(James McKeen Cattell)写了一封信,征求对他即将出版的优生学书籍的评论。穆勒的信之所以具有历史意义,有几个原因。它突出了穆勒如何描述他自己在这个问题上的立场,以及他的遗传学家同事,特别是美国的那些同事。更重要的是,穆勒在试图说服编辑不仅发表书评,而且从他提供的推荐遗传学家/生物学家名单中选择审稿人时,明显缺乏透明度。穆勒的信意义重大,因为它表明穆勒在与编辑的沟通中具有欺骗性。他没有透露他与六位被提议的审稿人的个人和职业关系,以及他们长期以来支持和倡导以优生学为基础的社会政策。当前穆勒道德败坏的例子增加了大量类似行为的清单,这些行为与他不适当的自我推销和意识形态宣传的倾向有关,这些行为在涉及优生学、化学和放射风险评估、遗传和癌症风险评估、健康物理实践以及中学生物课程开发的活动中都可以看到。这篇论文难得地揭示了科学界的伦理和偏见,并对科学文化及其对诚实和透明的依赖提出了一系列新的挑战。尽管穆勒可能被视为一位才华横溢、成就卓著的科学家,但他也表现出了损害科学研究完整性的个人缺点。
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引用次数: 0
A novel approach for evaluating the containment of a closed intravenous administration system for hazardous drugs. 一种评估危险药物封闭静脉给药系统封闭性的新方法。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-27 DOI: 10.1080/15459624.2025.2563550
Elana A Slutsky Smith, Asaf Alon

Oncology nurses are routinely exposed to antineoplastic agents through skin absorption or inhalation of airborne agents when administering drugs intravenously. Although safe infusion devices aimed at preventing the hazardous disconnection of empty bags were developed, none of them are completely closed systems per National Institute for Occupational Safety and Health (NIOSH) guidelines. The authors evaluated a closed system administration device developed to prevent exposure of healthcare professionals to cytotoxic drugs during their administration. System components were assembled in various scenarios mimicking intravenous drug administration and then tested in a sealed chamber connected to a gas analyzer. The concentration of 70% isopropanol vapors (as a drug surrogate) was measured continuously in the chamber. The analysis showed no detectable increase in isopropanol vapor concentration in the sealed chamber compared to baseline levels over the course of the tasks, indicating that no leaks of 70% isopropanol occurred when the closed system administration devices were used. Furthermore, the results remained the same regardless of the number of connection cycles the products had undergone, or whether they were newly manufactured or at the simulated end of their shelf-life. This study showed that the use of a closed administration system can minimize the risk of exposure of healthcare professionals to hazardous drugs and potentially reduce environmental contamination.

肿瘤科护士在静脉给药时,通常通过皮肤吸收或吸入空气传播的药物暴露于抗肿瘤药物。虽然安全输液器旨在防止危险的断开空袋被开发,他们都不是完全封闭的系统按照国家职业安全与健康研究所(NIOSH)的指导方针。作者评估了一种封闭系统给药装置的发展,以防止暴露在卫生保健专业人员在他们的管理细胞毒性药物。系统组件在模拟静脉给药的各种场景中组装,然后在连接到气体分析仪的密封室中进行测试。在实验室内连续测量70%异丙醇蒸气(作为药物替代品)的浓度。分析显示,在整个任务过程中,与基线水平相比,密封腔内的异丙醇蒸气浓度没有可检测到的增加,这表明当使用封闭系统管理设备时,没有发生70%异丙醇泄漏。此外,不管产品经历了多少次连接循环,也不管它们是新制造的还是处于保质期的模拟终点,结果都是一样的。这项研究表明,使用封闭的管理系统可以最大限度地减少医疗保健专业人员接触危险药物的风险,并可能减少环境污染。
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引用次数: 0
Examining the effects of custom 3D-printed respirator frames on the seal of KN95 masks: A pilot study. 检查定制3d打印口罩框架对KN95口罩密封的影响:一项试点研究。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-27 DOI: 10.1080/15459624.2025.2571702
Akshay Vij, Noah Barnes, Logan Carter, Jacob Palmer, Prashanth Konatham-Haribabu

During most of the COVID-19 pandemic, N95 respirators were in short supply, creating a need for alternative solutions to protect healthcare workers and others from infection. The current pilot study was conducted to determine whether using a KN95 respirator with a custom respirator frame would be an effective alternative to an N95 respirator. Using the Bellus3D Dental Pro application on an iPhone, a 3D face scan was obtained for six adult volunteers (three women, three men), and a custom mask frame was 3D printed in gray resin. Next, a PortaCount Fit Tester was used to test the fit of a KN95 respirator, a KN95 respirator with the custom mask frame, and an N95 respirator. The three respirator configurations were compared for overall fit and fit during four day-to-day movements (bending over, talking, and moving the head side to side or up and down). Fit factor values could range from 1-200, and a value of 100 was considered the minimum to meet established safety specifications. The mean (SD) overall fit factor was 12.1 (1.8) for the KN95 respirator, 195.4 (11.2) for the KN95 respirator with the custom mask frame, and 170.0 (38.3) for the N95 respirator. Differences were found between the three configurations for all outcomes (all p < .004). Post hoc comparisons indicated differences between the KN95 respirator and KN95 respirator with the custom mask frame for all outcomes (all p < .02) and between the KN95 respirator with the custom mask frame and N95 respirator for moving the head side to side (p = .04). Results of the pilot current study suggested using a KN95 respirator with a custom mask frame significantly improved the fit factor to meet existing safety specifications. In the future, healthcare workers and organizations should consider this configuration as an effective alternative to N95 respirators.

在COVID-19大流行的大部分时间里,N95口罩供不应求,因此需要其他解决方案来保护医护人员和其他人免受感染。目前进行的初步研究是为了确定使用带有定制呼吸器框架的KN95呼吸器是否是N95呼吸器的有效替代方案。使用iPhone上的Bellus3D Dental Pro应用程序,对六名成年志愿者(三名女性,三名男性)进行了3D面部扫描,并使用灰色树脂3D打印了定制的面罩框架。接下来,使用portaccount Fit Tester测试KN95呼吸器、定制面罩框架的KN95呼吸器和N95呼吸器的适配性。比较了三种呼吸器配置在四种日常运动(弯腰、说话、左右或上下移动头部)中的整体适合度和适合度。契合系数的取值范围为1-200,100被认为是满足既定安全规范的最小值。KN95口罩的平均(SD)总体适合系数为12.1(1.8),定制面罩框架的KN95口罩为195.4 (11.2),N95口罩为170.0(38.3)。三种配置在所有结果上均存在差异(均p < 0.004)。事后比较表明,在所有结果上,KN95呼吸器与定制面罩框架的KN95呼吸器之间存在差异(均p < 0.02),在头部左右移动方面,定制面罩框架的KN95呼吸器与N95呼吸器之间存在差异(p = 0.04)。目前的试点研究结果表明,使用带有定制面罩框架的KN95呼吸器可显着提高适合系数,以满足现有的安全规范。在未来,医疗工作者和组织应该考虑将这种配置作为N95呼吸器的有效替代品。
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引用次数: 0
Evaluation of airborne chrysotile concentrations associated with packing replacement during valve repair or overhaul. 评估与阀门修理或大修期间填料更换有关的空气中温石棉浓度。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-27 DOI: 10.1080/15459624.2025.2563558
Fian Louie, Joshua R Maskrey, Deanna E Badger, Stephanie A Tack, Shannon H Gaffney, Jennifer Sahmel

Asbestos was used in certain packing products for much of the twentieth century. The objective of this study was to characterize exposure from working with and around chrysotile-containing packing during valve repair and overhaul to better understand the exposure potential of career pipefitters and other tradesmen, as well as bystanders and household contacts. Airborne fiber and chrysotile concentrations during packing (20.91-62.77% chrysotile) replacement were measured during standard and nonstandard work tasks involving valve repair and overhaul, cleanup, and clothes handling. Packing replacement was performed on 21 valves by a career engineer at a facility with no mechanical ventilation. Out of 126 air samples, 56 had airborne fiber concentrations above the limit of detection using phase contrast microscopy (PCM) analysis and were subsequently analyzed by transmission electron microscopy (TEM); chrysotile was detected in 21 of the 56 samples. Packing replacement in 16 valves in succession without additional manipulation (such as sanding or compressed air blowout) resulted in a task-based personal average concentration of 0.0378 f/cc, PCM-equivalent asbestos-specific fibers or PCME, while one valve replacement event with compressed air use resulted in an average concentration of 0 f/cc, PCME, and compressed air and sanding combined resulted in an average concentration of 0.0018 f/cc, PCME. Task-based personal sampling during cleanup resulted in concentrations averaging 0.0047 to 0.0162 f/cc, PCME; no chrysotile was detected in task-based close bystander area samples, nor in any samples collected during clothes handling and post-handling cleanup. Regression analysis showed no correlation between PCM concentrations and measured size-fractionated and total airborne particulate matter concentrations. The results indicated that for packing replacement, including work on 16 valves in succession, lack of mechanical ventilation, and nonstandard work practices, all partial-shift and task-based average personal and area airborne fiber concentrations were below the OSHA 8-hr Time-Weighted Average (TWA) Permissible Exposure Limit (PEL) of 0.1 f/cc and 30-min TWA Excursion Limit (EL) for asbestos of 1 f/cc, consistent with previous literature.

在20世纪的大部分时间里,石棉被用于某些包装产品。本研究的目的是描述在阀门维修和大修期间与含温石棉填料一起工作和周围接触的暴露特征,以更好地了解职业管道钳工和其他商人以及旁观者和家庭接触者的暴露潜力。在包装(20.91-62.77%温石棉)更换期间,在标准和非标准工作任务中测量了空气中的纤维和温石棉浓度,包括阀门修理和大修、清理和衣服处理。在没有机械通风的设施中,由职业工程师对21个阀门进行了填料更换。在126个空气样本中,56个空气纤维浓度超过了相对比显微镜(PCM)分析的检测极限,随后通过透射电子显微镜(TEM)进行了分析;56份样本中有21份检出温石棉。连续更换16个阀门填料而不进行额外操作(如打磨或压缩空气吹出),导致基于任务的个人平均PCME浓度为0.0378 f/cc,相当于pcm的石棉特定纤维或PCME,而使用压缩空气进行一次阀门更换事件导致PCME的平均浓度为0 f/cc,压缩空气和打磨合并导致PCME的平均浓度为0.0018 f/cc。在清理过程中,基于任务的个人采样导致PCME平均浓度为0.0047至0.0162 f/cc;在基于任务的近距离旁观者区域样本中没有检测到温石棉,在衣服处理和处理后清理期间收集的任何样本中也没有检测到温石棉。回归分析显示PCM浓度与测量的粒径分馏和总空气颗粒物浓度之间没有相关性。结果表明,对于填料更换,包括连续操作16个阀门,缺乏机械通风和非标准工作实践,所有部分班次和基于任务的平均个人和区域空气中纤维浓度低于OSHA 8小时时间加权平均(TWA)允许暴露限值(PEL) 0.1 f/cc和30分钟TWA漂移限值(EL)石棉1 f/cc,与先前的文献一致。
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引用次数: 0
Relationship between sun exposure and cardiovascular disease: Results from the NHANES and Mendelian randomization study. 日晒与心血管疾病的关系:来自NHANES和孟德尔随机化研究的结果。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-13 DOI: 10.1080/15459624.2025.2563549
Min Chen, Qin Zeng, Yue Shi, Ke Chang

There is a growing interest in the health benefits of sun exposure, yet evidence linking sun exposure to cardiovascular disease (CVD) risk is limited. This study aimed to investigate the associations between sun exposure and CVD. This study utilized data from the National Health and Nutrition Examination Survey (NHANES), assessing sun exposure through behaviors such as staying in the shade, wearing long-sleeved shirts, using sunscreen, and time spent outdoors on weekdays and non-workdays. CVD was defined by self-reported physician-diagnosed heart disease (including congestive heart failure, coronary heart disease, angina, heart attack, and stroke). Multivariate logistic regression was applied. A bidirectional two-sample Mendelian randomization (MR) was also conducted to assess the causal relationship. Effect sizes were expressed as odds ratios (ORs) with a 95% confidence interval (CI). The study showed that staying less in shade decreased the risk of CVD (never in model 3: OR = 0.72, 95% CI= 0.54-0.96, p = 0.03). Additionally, CVD was influenced by using sunscreen (always in model 3: OR = 0.69, 95% CI= 0.50-0.94, p = 0.02) and spending time outdoors (model 3: OR = 0.96, 95% CI= 0.93-0.99, p = 0.01). Wearing long-sleeved shirts did not affect on the occurrence of CVD. However, no evidence of a causal relationship between sun exposure and CVD using MR analysis was observed. While the NHANES data suggested sun exposure was associated with a reduced risk of CVD, the MR analysis did not establish a causal link, suggesting further research is needed to understand this relationship.

人们对阳光照射对健康的益处越来越感兴趣,但将阳光照射与心血管疾病(CVD)风险联系起来的证据有限。本研究旨在探讨日晒与心血管疾病之间的关系。这项研究利用了美国国家健康与营养调查(NHANES)的数据,通过呆在阴凉处、穿长袖衬衫、使用防晒霜以及平日和非工作日在户外度过的时间等行为来评估阳光照射情况。CVD的定义是自我报告的医生诊断的心脏病(包括充血性心力衰竭、冠心病、心绞痛、心脏病发作和中风)。采用多元逻辑回归分析。还进行了双向双样本孟德尔随机化(MR)来评估因果关系。效应量以95%置信区间(CI)的优势比(ORs)表示。研究表明,减少在阴凉处的时间可以降低心血管疾病的风险(模型3中没有:OR = 0.72, 95% CI= 0.54-0.96, p = 0.03)。此外,使用防晒霜(模型3中均为:OR = 0.69, 95% CI= 0.50-0.94, p = 0.02)和户外活动(模型3:OR = 0.96, 95% CI= 0.93-0.99, p = 0.01)对CVD有影响。穿长袖衬衫对心血管疾病的发生没有影响。然而,没有证据表明日晒与心血管疾病之间存在因果关系。虽然NHANES的数据表明阳光照射与心血管疾病风险降低有关,但MR分析并没有建立因果关系,这表明需要进一步的研究来理解这种关系。
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引用次数: 0
Evaluation of the decontamination methods for turnout gear. 道岔齿轮去污方法的评价。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-03 DOI: 10.1080/15459624.2025.2555299
Riikka Salmi, Juha Laitinen

Firefighters are exposed to various carcinogenic substances during firefighting tasks, but also in the maintenance of firefighting personal protective equipment (PPE). Due to multiple exposures to chemical agents via different exposure routes, the International Agency for Research on Cancer (IARC) categorized the firefighting occupation as Group 1 - carcinogenic to humans. Decontamination methods have been found to play an important role in reducing firefighter chemical exposures. Unfortunately, decontamination techniques are insufficient in removing carcinogenic substances from PPE. This study aimed to evaluate decontamination methods for firefighter turnout gear. Using various techniques, the cleaning efficiency of 18 polycyclic aromatic hydrocarbons (PAHs) from turnout gear coats contaminated during firefighting exercises was measured. For turnout gear coats (n = 40), decontamination methods used were conventional aqueous laundering (AL) and its combination with advanced hydrogen peroxide treatment (H2O2) or ozone treatment in a chamber (O3). In addition, the cleaning efficiencies of advanced liquid carbon dioxide (LCO2) and the ozone laundry system (LO3) were measured. Results show that when the conventional AL water wash temperature increased from 40 to 60 °C, cleaning efficiencies did not significantly increase. Cleaning efficiencies in outer layers of coats were 63% and 60%, respectively. The results in outer layers of AL combined with O3 and H2O2 techniques showed cleaning efficiencies 84% and 42%, respectively. Cleaning efficiency with LO3 and with the fully advanced LCO2 technique demonstrated cleaning efficiency 71% and 74%, respectively. LCO2 was the most advanced, especially in the middle layers, yielding a cleaning efficiency of 84% while other techniques in the middle layers reached a maximum efficiency 24%. The cleaning efficiency of all methods indicated approximately 20-30% lower cleaning efficiency for high molecular weight (HMW) PAHs than for low molecular weight (LMW) PAHs. The results of this study emphasized the importance of improving conventional AL and the advantage of the LCO2 method in enhancing cleaning efficiency.

消防员在执行消防任务时,也在维护消防个人防护装备(PPE)时,会接触到各种致癌物质。由于通过不同的接触途径多次接触化学物质,国际癌症研究机构(IARC)将消防员职业归类为1组-对人类致癌。去污方法在减少消防员接触化学物质方面发挥着重要作用。不幸的是,净化技术不足以从个人防护装备中去除致癌物质。本研究旨在评估消防队员道岔装备的去污方法。采用多种技术,对消防演练中污染的道道车外套中18种多环芳烃(PAHs)的净化效果进行了测定。对于道岔齿轮涂层(n = 40),使用的去污方法是传统的水洗涤(AL)及其与高级过氧化氢处理(H2O2)或室内臭氧处理(O3)的结合。此外,还测定了高级液体二氧化碳(LCO2)和臭氧洗衣系统(LO3)的清洗效率。结果表明,当常规AL水洗涤温度从40℃升高到60℃时,清洗效率没有显著提高。外层涂层的清洁效率分别为63%和60%。结果表明,O3和H2O2技术在AL外层的清洗效率分别为84%和42%。使用LO3和完全先进的LCO2技术的清洗效率分别为71%和74%。LCO2是最先进的,特别是在中间层,产生84%的清洁效率,而中间层的其他技术达到24%的最高效率。所有方法的清洗效率表明,高分子量(HMW) PAHs的清洗效率比低分子量(LMW) PAHs的清洗效率低约20-30%。本研究结果强调了改进传统AL的重要性以及LCO2法在提高清洁效率方面的优势。
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引用次数: 0
Computational modeling for PPE filtration: Informed by material characterization, microbial penetration, and particle mechanics. PPE过滤的计算模型:由材料表征、微生物渗透和颗粒力学提供信息。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-01 Epub Date: 2025-09-08 DOI: 10.1080/15459624.2025.2499611
William Kastor, Andrew Martin, Sang Hyuk Lee, Xiao Fu, F Selcen Kilinc-Balci, Christian Coby, Ethan Cohen, David M Saylor, Robert Elder, Katherine Vorvolakos, Marc Donohue, Steven C Wood, Enusha Karunasena

This work assesses the current characterization framework of single-use personal protective equipment (PPE) per recognized consensus standards and presents a novel quantitative approach to refining characterization of barrier materials and predicting PPE performance. Scanning electron microscopy (SEM) and image analysis software (Diameter J) were used to examine the microscopic fiber and pore structure of filter layers of surgical N95 filtering facepiece respirators, before and after exposure to chemicals used in decontamination modalities (vaporized hydrogen peroxide or ozone). The effect of porosity on penetration was assessed by bacterial filtration efficiency (BFE) testing. Results from these experiments were incorporated into a physics-based computational model of overall filtration efficiency (OFE). Material thickness, fiber thickness, and packing density were introduced as inputs into a sequence of mathematical expressions to calculate OFE for filtration layers from surgical N95 respirators. OFE derived from the computational model was compared with experimental data for Staphylococcus aureus filtration (per ASTM F2101-23). The resulting output from the model is conservative and predictive when compared with experimental results to assess OFE and filtration efficiency relative to specific particle-size ranges. The model functions may be used to help inform or expedite design or manufacturing decision-making on surgical N95 respirators.

这项工作根据公认的共识标准评估了目前一次性个人防护装备(PPE)的表征框架,并提出了一种新的定量方法来改进防护材料的表征和预测PPE性能。采用扫描电子显微镜(SEM)和图像分析软件(Diameter J)对医用N95过滤式口罩在暴露于净化方式中使用的化学物质(汽化过氧化氢或臭氧)之前和之后的过滤层微观纤维和孔隙结构进行了研究。通过细菌过滤效率(BFE)测试来评估孔隙度对渗透的影响。这些实验的结果被纳入一个基于物理的总过滤效率(OFE)计算模型。将材料厚度、纤维厚度和填充密度作为数学表达式的输入,计算医用N95口罩过滤层的OFE。将计算模型得到的OFE与金黄色葡萄球菌过滤的实验数据进行比较(根据ASTM F2101-23)。与实验结果相比,该模型的输出结果是保守的和可预测的,用于评估相对于特定粒径范围的OFE和过滤效率。模型功能可用于帮助告知或加快外科N95呼吸器的设计或制造决策。
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引用次数: 0
Improving AI object detection in fire scenes through data augmentation. 通过数据增强改进火灾场景中的AI目标检测。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-01 Epub Date: 2025-05-21 DOI: 10.1080/15459624.2025.2499600
Fatima Lois Suarez, Yi-Lin Chen, Ray Hsienho Chang, Yan-Tsung Peng, Changjie Cai

Artificial Intelligence (AI) has been widely used to facilitate disaster response. By connecting cameras to AI software, it can help determine the number of firefighters and apparatus, enhancing efficiency on the fireground. However, we must overcome several challenges to effectively utilize AI in firefighting. One challenge is improving the brightness and resolution of pictures and videos taken at fire scenes. This study examines the impacts of two image enhancement methods, Contrast-Limited Adaptive Histogram Equalization (CLAHE) and Zero-reference Deep Curve Estimation (Zero-DCE), on the accuracy of the AI-based object detector trained using images taken on various fire scenes. The results indicate that, after augmenting the training data with image enhancement techniques, the detector can accurately identify firefighters with a precision of 0.827 and firetrucks with a precision of 0.945. Enhancing the dataset's variety through these techniques improves the model's generalizability, provided that the test images are also enhanced to augment visual quality. Specifically, applying CLAHE during training increased the mean average precision (mAP) value by 8% and the recall by 7% from the baseline. Meanwhile, the integration of Zero-DCE demonstrated particular efficacy in recognizing firetrucks in low-light conditions, achieving the highest precision value of 0.945 among all the cases considered. This paper will benefit future applications of AI in fireground operations. Additionally, we provide directions for future researchers to advance AI recognition research in facilitating disaster response activities and fireground operations.

人工智能(AI)已被广泛应用于促进灾害响应。通过将摄像头连接到人工智能软件,它可以帮助确定消防员和设备的数量,从而提高火场的效率。然而,为了有效地利用人工智能在消防中,我们必须克服几个挑战。其中一个挑战是提高在火灾现场拍摄的照片和视频的亮度和分辨率。本研究考察了对比度限制自适应直方图均衡化(CLAHE)和零参考深度曲线估计(Zero-DCE)两种图像增强方法对基于人工智能的物体检测器的准确性的影响,该检测器使用各种火灾现场拍摄的图像进行训练。结果表明,通过图像增强技术对训练数据进行增强后,该检测器能够准确识别消防员和消防车,识别精度分别为0.827和0.945。通过这些技术增强数据集的多样性可以提高模型的泛化性,前提是测试图像也得到增强以增强视觉质量。具体来说,在训练期间应用CLAHE使平均精度(mAP)值比基线提高了8%,召回率提高了7%。同时,Zero-DCE的集成在弱光条件下识别消防车的效果特别好,在所有考虑的情况下,精度值达到0.945,是最高的。本文将有利于未来人工智能在火场作战中的应用。此外,我们为未来的研究人员提供了推进人工智能识别研究的方向,以促进灾害响应活动和消防行动。
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引用次数: 0
Residential washing machine efficacy in removing lead from clothing: A pilot study. 家用洗衣机去除衣物中铅的功效:一项试点研究。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-01 Epub Date: 2025-05-12 DOI: 10.1080/15459624.2025.2497871
Chandran Achutan, Krystin Carlson, Kerri LeVanseler, James Couch

Workers exposed to lead sometimes wear their work clothes home. It is possible that lead from contaminated work clothing can transfer to uncontaminated clothing, including children's items that may be in the same load, during laundering. This is concerning because lead is especially toxic for children. The purpose of this pilot study was to understand lead extraction from fabrics typically worn by workers, the amount of lead removed during normal laundering, and lead transfer to other fabrics during a laundry washing cycle. The study validated EPA analytical method 200.8 Determination of Trace Elements in Waters and Wastes by Inductively Coupled Plasma-Mass Spectrometry to analyze lead in Dickies pant fabric (DPF), T-shirt material (TSM), and blue jeans material (BJM). Because this methodology of extracting lead from fabrics is novel, a priori definitions of accuracy and precision used were ± 40%. Researchers spiked two levels (9 µg and 9,000 µg) of lead nitrate and three levels (9 µg, 900 µg, and 9,000 µg) of lead carbonate on 9 cm2 fabric swatches and extracted lead by microwave-assisted digestion. Across all spike levels, mean recoveries were within 60% and 140% recovery. All percent coefficient of variation values were less than 20% for lead nitrate, indicating that this method for lead nitrate was sufficiently accurate and precise. For lead carbonate, the method was neither accurate nor precise at the 9 and 900 µg levels but was sufficiently accurate and precise at the 9,000 µg level. Eighteen loads of fabric swatches were spiked with either lead form and laundered in a washing machine using a common laundry detergent. The mean amount of lead removed from laundered DPF and TSM was similar (97.4 and 95.9%) and significantly higher (p < 0.05) compared to laundered BJM (70.6%). The amount of lead carbonate removed (92.6%) was significantly higher (p < 0.05) than lead nitrate (83.4%). The levels of lead that transferred from spiked fabric to bedsheets included in the same washing load were less than 0.5 µg. It is important to follow public health recommendations, such as laundering work clothes separately.

接触铅的工人有时会把工作服穿回家。在洗涤过程中,受污染的工作服中的铅可能会转移到未受污染的衣服上,包括可能在同一负荷下的儿童衣物。这是令人担忧的,因为铅对儿童的毒性特别大。这项初步研究的目的是了解工人通常穿着的织物中铅的提取量,正常洗涤过程中铅的去除量,以及在洗衣周期中铅转移到其他织物上的情况。本研究验证了EPA分析方法200.8水和废物中微量元素的电感耦合等离子体质谱法测定Dickies裤子织物(DPF)、t恤材料(TSM)和蓝色牛仔裤材料(BJM)中的铅。由于这种从织物中提取铅的方法是新颖的,因此使用的准确度和精密度的先验定义为±40%。研究人员在9平方厘米的织物样本上添加了两个水平(9微克和9000微克)的硝酸铅和三个水平(9微克,900微克和9000微克)的碳酸铅,并通过微波辅助消化提取铅。在所有峰值水平上,平均回收率在60%到140%之间。对于硝酸铅,所有变异值的百分比系数都小于20%,表明该方法对硝酸铅具有足够的准确性和精密度。对于碳酸铅,该方法在9和900µg水平下既不准确也不精确,但在9000µg水平下足够准确和精确。在18箱织物样品中加入铅,然后用一种普通的洗衣液在洗衣机里清洗。洗涤后DPF和TSM的平均铅去除率相似(97.4%和95.9%),且显著高于(p < 0.05)
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引用次数: 0
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Journal of Occupational and Environmental Hygiene
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