swimming pools

游泳池
  • 文章类型: Journal Article
    背景:RNLI\“FloattoLive\”运动是基于在有经验的开放水域游泳者的室内游泳池中进行的研究。研究1调查了RNLI“漂浮到生活”指南是否会使经验不足的人在现实的开放水域条件下漂浮。研究2考察了实践和教练对浮动能力的单独影响。
    方法:研究1:没有经验的水使用者在静止的地方进行漂浮,开放淡水(n=22)或开放海水(n=13),其次是移动的海(n=6)或淡水(n=5)。参与者穿着泳衣在静水中进行了3次2分钟的漂浮物,并穿着一件衣服:1)天真;2)遵循RNLI\“Floattolive\”消息传递;3)个人浮动教练;4)模拟秋季穿着夏季服装。在流动的海水中,参与者进行了两个相当于浮标3和4的浮标。在流动的淡水中,参与者进行了3次浮动:1)天真的;2)遵循“防御性浮动”教练;3)模拟秋季穿着夏季服装。研究2:皮褶厚度匹配的两组在穿着泳衣的水槽中进行了3次2分钟的浮游。PRAC组(n=12):1)幼稚;2)遵循浮动练习;3)浮动教练;COACH组(n=11)教练,然后练习。浮动难度,信心,能力,使用弗里德曼检验或混合模型方差分析分析了“效率”和感知的劳累。
    结果:在淡水和海水中,参与者在查看RNLI消息后,浮动能力和信心增加,个性化的花车教练进一步改善了这种情况。其他有用的说明包括:1)“头部向后,耳朵被淹没”;2)“放松”;3)“正常呼吸”;4)“如果腿下沉就可以了”;5)对需要的“活跃”漂浮物的划桨的准确描述;6)伸展手臂和腿以保持稳定。穿着衣服的模拟秋天不会损害漂浮能力。PRAC和COACH之间的浮动能力没有差异,尽管教练的信心可能会更快增加。
    结论:RNLI浮水建议可以由经验不足的水使用者在实际的开放水域环境中应用。可以包括附加内容以使消息传递甚至更有效。
    BACKGROUND: The RNLI \"Float to Live\" campaign is based on research conducted in indoor pools with experienced open water swimmers. Study 1 investigated whether the RNLI \"Float to Live\" guidance would enable less experienced individuals to float in realistic open water conditions. Study 2 examined the separate effects of practice and coaching on floating competence.
    METHODS: Study 1: Inexperienced water users conducted floats in either still, open fresh (n = 22) or open sea water (n = 13), followed by moving sea (n = 6) or fresh water (n = 5). Participants undertook three 2-min floats in still water wearing swimwear and one clothed float: 1) naïve; 2) following RNLI \"Float to live\" messaging; 3) individual float coaching; 4) simulated fall wearing summer clothing. In moving sea water, participants undertook two floats equivalent to Floats 3 and 4. In moving fresh water, participants undertook 3 floats: 1) naïve; 2) following \"defensive floating\" coaching; 3) simulated fall wearing summer clothing. Study 2: Two groups matched for skinfold thickness undertook three 2-min floats in a flume wearing swimwear. PRAC group (n = 12): 1) naïve; 2) following float practice; 3) float coaching; COACH group (n = 11) coaching followed by practice. Floating difficulty, confidence, competence, \"efficiency\" and perceived exertion were analysed using either a Friedman test or mixed model ANOVA.
    RESULTS: In both fresh water and sea water, participants\' floating competence and confidence increased after viewing the RNLI messaging, it was further improved with individualised float coaching. The additional helpful instructions included: 1) \"head back with ears submerged\"; 2) \"relax\"; 3) \"breathe normally\"; 4) \"it is OK if your legs sink\"; 5) an accurate description of sculling for \"active\" floaters that needed it; 6) spread arms and legs for stability. The simulated fall with clothing did not impair floating competence. No difference in floating competence was seen between PRAC and COACH, though confidence may be increased sooner in COACH.
    CONCLUSIONS: The RNLI float advice can be applied in realistic open water settings by less experienced water users. Additional content could be included to make the messaging even more effective.
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  • 文章类型: Journal Article
    本研究旨在比较性能,运动学,以及精英铁人三项运动员开放水域和泳池游泳条件之间的生理变量,并检查这些变量条件之间的关联。14名精英铁人三项运动员(10名男性和4名女性[23.4±3.8岁])在开阔水域和25米的游泳池中进行了两次1500米的游泳测试。游泳速度,中风率(SR),长度(SL)和索引(SI),心率(HR),血乳酸浓度[La-],在两种情况下都评估了运动末摄氧量(EEVāO2)。与泳池游泳相比,在开放水域中获得了较低的SL和SI以及较高的SR(p<0.05)。此外,在这两种情况下,运动学变量随距离而变化(p<0.05)。在主要生理变量(HR,[La-],和EEVāO2)之间的条件。呼吸交换比在开阔水域比在泳池条件下呈现更低的值(p<0.05),而开放水域的时间常数较高(p=0.032)。开放水域中最快的铁人三项运动员在泳池中获得了最佳表现(r=0.958;p<0.001)。所有运动学变量,HR和峰值[La-]在条件之间呈现正相关(r>0.6;p<0.05)。尽管生理不变性,铁人三项运动员和教练员应监督具体的开放水域训练,以使他们的游泳技术适应竞争环境。
    This study aimed to compare performance, kinematic, and physiological variables between open water and pool swimming conditions in elite triathletes and to examine the associations between conditions on these variables. Fourteen elite triathletes (10 males and 4 females [23.4 ± 3.8 years]) performed two 1500-m swimming tests in open water and in a 25-m pool. Swimming speed, stroke rate (SR), length (SL) and index (SI), heart rate (HR), blood lactate concentrations [La-], and end-exercise oxygen uptake (EEV̇O2) were assessed in both conditions. Lower SL and SI and higher SR were obtained in open water compared with pool swimming (p < 0.05). Moreover, kinematic variables changed as a function of distance in both conditions (p < 0.05). No differences were found in the main physiological variables (HR, [La-], and EEV̇O2) between conditions. Respiratory exchange ratio presented lower values in open water than in pool conditions (p < 0.05), while time constant was higher in open water (p = 0.032). The fastest triathletes in open water obtained the best performance in the pool (r = 0.958; p < 0.001). All kinematic variables, HR and peak [La-] presented positive associations between conditions (r > 0.6; p < 0.05). Despite physiological invariance, triathletes and coaches should monitor specific open water training to adapt their swimming technique to the competitive environment.
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  • 文章类型: Journal Article
    背景到2023年9月中旬,已经从西班牙不同地区发现了一些与隐孢子虫病有关的事件通知。因此,提出了向国家监测网络紧急通报隐孢子虫病病例的请求。我们的目标是评估案件增加的程度,流行病学特征和传播方式,并与往年进行了比较。方法我们分析了病例通知的数据,集中在2023年6月至10月的疫情报告和基因型,并将结果与2016-2022年进行比较。结果2023年,西班牙通报了4,061例隐孢子虫病病例,与2016-2022年相比有所增长。2023年,累积发病率为每10万居民8.3例,比2016-2022年每10万居民1.4例的中位数高出六倍。几乎80%的病例是在6月至10月之间通知的。最大的爆发与受污染的饮用水或游泳池有关。人隐孢子虫是特征样本中最常见的物种(115/122),和人源梭菌IfA12G1R5亚型,以前在西班牙不寻常,从122个特征样本中的76个(62.3%)中检测到。结论在2023年观察到隐孢子虫病病例大幅增加。加强对隐孢子虫的监测对于预防病例至关重要,更好地了解流行趋势和亚型以及不利气象事件的影响。
    BackgroundBy mid-September 2023, several event notifications related to cryptosporidiosis had been identified from different regions in Spain. Therefore, a request for urgent notification of cryptosporidiosis cases to the National Surveillance Network was launched.AimWe aimed at assessing the extent of the increase in cases, the epidemiological characteristics and the transmission modes and compared to previous years.MethodsWe analysed data on case notifications, outbreak reports and genotypes focusing on June-October 2023 and compared the results to 2016-2022.ResultsIn 2023, 4,061 cryptosporidiosis cases were notified in Spain, which is an increase compared to 2016-2022. The cumulative incidence was 8.3 cases per 100,000 inhabitants in 2023, sixfold higher than the median of 1.4 cases per 100,000 inhabitants 2016-2022. Almost 80% of the cases were notified between June and October. The largest outbreaks were related to contaminated drinking water or swimming pools. Cryptosporidium hominis was the most common species in the characterised samples (115/122), and the C. hominis IfA12G1R5 subtype, previously unusual in Spain, was detected from 76 (62.3%) of the 122 characterised samples.ConclusionsA substantial increase in cryptosporidiosis cases was observed in 2023. Strengthening surveillance of Cryptosporidium is essential for prevention of cases, to better understand trends and subtypes circulating and the impact of adverse meteorological events.
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  • 文章类型: Letter
    暂无摘要。
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    文章类型: Journal Article
    OBJECTIVE: Data on drownings tend to underestimate mortality from this cause. The objective of this study was to describe fatal drownings recorded in Catalonia between 2019 and 2022 through forensic sources, present their characteristics, and assess the utility of this information for monitoring drowning mortality.
    METHODS: A retrospective observational study based on the register of judicial deaths from the Institute of Legal Medicine and Forensic Sciences of Catalonia was carried out. Data on medicolegal aetiology, aquatic environment, age, gender, date of death, and municipality of origin were analysed. Statistical analysis was based on the comparison of proportions test based on Chi-square for categorical variables and the Mann Whitney U test for the comparison of numerical variables.
    RESULTS: A total of 310 drownings were recorded, with a mean age of 57.2 years and a male predominance (77.1%). The majority of drownings were unintentional (71.3%), followed by suicides (15.5%), and cases of undetermined intent (12.6%). Compared to intentional drownings, unintentional and undetermined intent drownings had a higher percentage of males than females (81.2% vs. 56%, p<0.001), and fewer cases with Spanish nationality than foreign or undetermined nationality (60% vs. 92%, p<0.001). Middle-aged and older individuals accounted for the majority of deaths, but among unintentional drownings, those recorded in pools included significantly higher percentages of children and adolescents aged zero-fourteen years than those occurring in natural waters.
    CONCLUSIONS: The results highlight the importance of drowning mortality in Catalonia and the need to strengthen preventive activities, especially for children and during episodes of intense heat. Medicolegal sources are useful for monitoring drowning mortality, but it would be beneficial if they incorporated information on variables such as place of residence and nationality.
    OBJECTIVE: Los datos sobre ahogamientos tienden a subestimar la mortalidad por esta causa. El objetivo de este estudio fue describir los ahogamientos mortales registrados en Cataluña entre 2019 y 2022 a través de fuentes forenses, mostrar sus características y valorar la utilidad de esta información para monitorizar la mortalidad por ahogamientos.
    METHODS: Se realizó un estudio observacional retrospectivo basado en el registro de muertes judiciales del Instituto de Medicina Legal y Ciencias Forenses de Cataluña. Se analizaron la etiología médico-legal, entorno acuático, edad, sexo, fecha de defunción y municipio de procedencia. El análisis estadístico se basó en la prueba de comparación de proporciones basada en Chi cuadrado para las variables categóricas y la prueba U de Mann Whitney para la comparación de variables numéricas.
    RESULTS: Se registraron 310 ahogamientos mortales, con una edad media de 57,2 años y predominio masculino (77,1%). La mayoría fueron no intencionales (71,3%), seguidos por suicidios (15,5%) y casos de intencionalidad indeterminada (12,6%). Comparados con los ahogamientos intencionales, los no intencionales y de intencionalidad indeterminada incluyeron más hombres que mujeres (81,2% frente a 56%, p<0,001), y menos casos con nacionalidad española que extranjera o indeterminada (60% frente a 92%, p<0,001). Las personas de mediana y avanzada edad aportaron la mayoría de las defunciones pero, entre los ahogamientos no intencionales, los registrados en piscinas incluyeron más niños y adolescentes de cero-catorce años que los que tuvieron lugar en aguas naturales.
    CONCLUSIONS: Los resultados prueban la importancia de los ahogamientos mortales en Cataluña y la necesidad de fortalecer las actividades preventivas, especialmente en la infancia y durante episodios de calor intenso. Las fuentes médico-forenses son útiles para monitorizar la mortalidad por ahogamientos, pero convendría que incorporaran variables como el lugar de residencia y la nacionalidad.
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  • 文章类型: Journal Article
    背景:在这项研究中,我们使用基于媒体的Beterem-SafeKidsIsrael数据库,对以色列儿童意外溺水的15年回顾,2008年至2022年。
    方法:总共,我们确定了257例因溺水而死亡的儿童。
    结果:我们的结果表明,儿童溺水死亡率逐渐上升,从2008-2012年的72例,到2013-2017年的85例,以及2018-2022年的100例。特别值得注意的是家庭游泳池中儿童溺水的增加。我们指出了低社会经济地位和溺水案例之间的联系,表明溺水的风险不仅仅是照顾者注意力不集中的问题。我们建议采取一系列监管和立法措施,以减少致命的儿童溺水,包括围绕国内游泳池建造的围栏,延长救生员活动时间,增加已申报的海滩,为青少年制定水环境中的安全行为计划,在二年级开设游泳课,对于所有人口。我们进一步建议将特别重点放在社会经济指数底部的城市。
    BACKGROUND: In this study, we use the media-based database of Beterem-Safe Kids Israel, to provide a 15-year review of unintentional fatal childhood drowning in Israel, between 2008 and 2022.
    METHODS: It total, we identified 257 cases of child mortality due to drowning during this period.
    RESULTS: Our results demonstrate a gradual rise in childhood mortality due to drowning, from 72 cases in 2008-2012, to 85 cases in 2013-2017, and to 100 cases in 2018-2022. Especially worth noting is the increase in childhood drowning in domestic swimming pools. We point to a link between low socioeconomic status and cases of drowning, showing that the risk of drowning extends beyond a mere matter of caregiver inattention. We recommend a series of regulatory and legislative steps to reduce fatal childhood drowning, including fencing built around domestic swimming pools, extending lifeguard activity hours, adding declared beaches, forming programs of safe behavior in water environments for adolescents, and establishing swimming lessons during the 2nd grade, for all populations. We further recommend that a special focus will be put in municipalities situated at the bottom of the socioeconomic index.
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  • 文章类型: Journal Article
    目的:本研究的主要目的是全面调查三氯胺(TCA)暴露与游泳池工人呼吸健康影响之间的关系。
    方法:在本研究中,在冬季学校休息期间,在六个室内公共游泳池中,在固定位置(静态测量)和单个工人(个人测量)进行了TCA浓度的空气采样。使用问卷调查和工作日前后进行的部分呼出气一氧化氮(FENO)测试来评估健康影响。
    结果:在这些游泳池中,环境TCA浓度范围为0.11至0.88毫克/立方米。对于个人测量,工人的暴露范围为0.05至0.72mg/m3。此外,在每个游泳池里,工人对TCA的平均暴露量超过了建议的0.35mg/m3的职业暴露限值。个人TCA测量值始终低于泳池周围进行的静态测量值。减少范围从21%到49%。这可以解释为工人在泳池区度过的时间,office,和休息室。工人自我报告的最常见的呼吸道健康影响是咳嗽,呼吸急促,打喷嚏的患病率为38%,37%,35%,分别。这项研究证明了TCA暴露与眼睛刺激之间的关联。对FENO测试的分析显示,先前存在哮喘或过敏的个体表现出持续的FENO升高。
    结论:研究结果表明,室内游泳池中职业暴露于TCA是一个值得关注的问题。实施和改善工作场所安全措施对于保护游泳池工人的呼吸健康至关重要。
    OBJECTIVE: The main objective of this study was to comprehensively investigate the association between trichloramine (TCA) exposure and respiratory health effects in swimming pool workers.
    METHODS: In this study, air sampling was performed for TCA concentrations at fixed locations (static measurements) and on individual workers (personal measurements) in six indoor public swimming pools during periods of high swimmer attendance over the winter school break. Health effects were evaluated using questionnaires and fractional exhaled nitric oxide (FENO) tests performed before and after the working day.
    RESULTS: In these swimming pools, the environmental TCA concentration ranged from 0.11 to 0.88 mg/m³. Worker exposure ranged from 0.05 to 0.72 mg/m³ for personal measurements. Furthermore, in each swimming pool, the average worker exposure to TCA exceeded the recommended occupational exposure limit of 0.35 mg/m³. Personal TCA measurements were consistently lower than static measurements performed around the pool, with a reduction ranging from 21% to 49%. This can be explained by the time that the workers spend in the pool area, office, and break room. The most common respiratory health effects self-reported by the workers were coughing, shortness of breath, and sneezing with prevalence rates of 38%, 37%, and 35%, respectively. This study demonstrated an association between TCA exposure and eye irritation. Analysis of the FENO tests revealed that individuals with preexisting asthma or allergies exhibited sustained FENO elevation.
    CONCLUSIONS: The findings suggest that occupational exposure to TCA in indoor swimming pools is a matter of concern. Implementing and improving workplace safety measures is crucial for safeguarding the respiratory health of swimming pool workers.
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  • 文章类型: Journal Article
    游泳是现代社会普遍实行的一项运动,对健康的兴趣越来越高。游泳的好处是众所周知的,然而,水质管理问题不可避免地出现,因为它是一项水上活动。一些研究报告说,游泳池水消毒中常用的氯消毒剂可以降解为有毒的消毒副产物(DBPs),并表明DBPs可能会引起呼吸系统疾病,包括哮喘.相反,还有报道称,DBPs对呼吸系统疾病没有显著影响.在这项研究中,我们研究了游泳运动和DBPs对哮喘的影响。分解产品对各类免疫器官中T细胞数目影响较小。然而,发现游泳运动与运动持续时间成比例地增加细胞计数。然而,其他免疫细胞和哮喘相关细胞因子的分泌均无明显变化.这些发现表明,在游泳运动期间,游泳池DBPs对呼吸状况的影响可以忽略不计或不存在,相反,通过持续的游泳运动获得的免疫益处超过了任何潜在的缺点。
    Swimming is a widely practiced exercise in modern society, where there is a heightened interest in health. The exceptional benefits of swimming are well-known, yet the issue of water quality management inevitably arises due to its nature as an aquatic exercise. Several studies reported that chlorine disinfectants commonly used in swimming pool water disinfection could degrade into toxic disinfection by-products (DBPs) and suggested that the DBPs might induce respiratory disorders, including asthma. Conversely, there were also reports that the DBPs had no significant effects on respiratory conditions. In this study, we investigated the influence of swimming exercise and DBPs on asthma. The decomposition products had little effect on the number of T cells in various immune organs. However, swimming exercise was found to increase the cell count in proportion to the exercise duration. Nevertheless, there were no significant changes in other immune cells and the secretion of asthma-related cytokines. These findings indicate that the effects of swimming pool DBPs on respiratory conditions during swimming exercise are either negligible or absent, and instead, the immunological benefits gained through consistent swimming exercise outweigh any potential drawbacks.
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  • 文章类型: Journal Article
    暴露于空气中的消毒副产品,尤其是三氯胺(TCA),会对室内游泳池造成各种职业健康影响。然而,TCA浓度测量涉及在特定实验室进行的专门分析,这可能会导致大量的成本和时间限制。作为替代,估算曝光量的建模技术在解决这些挑战方面很有希望。本研究旨在使用数学模型预测室内游泳池中空气中的TCA浓度,混合良好的盒子模型,在IHMOD工具中发现,在美国工业卫生协会网站上免费提供。将模型的预测与在各种沐浴负荷情况下测量的TCA浓度进行比较。该研究涉及在魁北克的四个室内游泳池中进行16至18小时的连续2小时的工作场所测量,加拿大。TCA浓度使用混合箱模型估算,假设游泳池环境内的空气均匀混合。开发了一种新的方法来估计游泳池水的TCA生成率,将游泳者的数量纳入模型。对于游泳池1、2、3和4,TCA的平均测量浓度分别为0.24、0.26、0.14和0.34mg/m3。对于各个游泳池,这些测得的平均浓度与其相应的预测值的比率范围为0.51至1.30,0.67至1.04,0.57至1.14和0.68至1.49。在最坏的情况下,模拟满负荷的游泳池(允许最大游泳者),游泳池1、2、3和4的TCA浓度估计为0.23、0.36、0.14和0.37mg/m3。通过调整游泳者的人数以不超过建议的0.35mg/m3的职业限制浓度,重新计算的浓度可使游泳池2和4的游泳者的最大人数分别为63和335,而不是目前的80和424。同样,对于游泳池1和3,游泳者的最大人数可以是173和398(而不是目前的160和225)。这些结果表明,该模型可用于估计和预测各种情况下室内游泳池中的空中TCA水平。
    Exposure to airborne disinfection by-products, especially trichloramine (TCA), could cause various occupational health effects in indoor swimming pools. However, TCA concentration measurements involve specialized analysis conducted in specific laboratories, which can result in significant costs and time constraints. As an alternative, modeling techniques for estimating exposures are promising in addressing these challenges. This study aims to predict airborne TCA concentrations in indoor swimming pools using a mathematical model, the well-mixed box model, found in the IHMOD tool, freely available on the American Industrial Hygiene Association website. The model\'s predictions are compared with TCA concentrations measured during various bather load scenarios. The research involved conducting 2-hr successive workplace measurements over 16- to 18-hr periods in four indoor swimming pools in Quebec, Canada. TCA concentrations were estimated using the well-mixed box model, assuming a homogeneous mixing of air within the swimming pool environment. A novel approach was developed to estimate the TCA generation rate from swimming pool water, incorporating the number of swimmers in the model. Average measured concentrations of TCA were 0.24, 0.26, 0.14, and 0.34 mg/m3 for swimming pools 1, 2, 3, and 4, respectively. The ratio of these measured average concentrations to their corresponding predicted values ranged from 0.51 to 1.30, 0.67 to 1.04, 0.57 to 1.14, and 0.68 to 1.49 for the respective swimming pools. In a worst-case scenario simulating the swimming pool at full capacity (maximum bathers allowed), TCA concentrations were estimated as 0.23, 0.36, 0.14, and 0.37 mg/m3 for swimming pools 1, 2, 3, and 4. Recalculated concentrations by adjusting the number of swimmers so as not to exceed the recommended occupational limit concentration of 0.35 mg/m3 gives a maximum number of swimmers of 63 and 335 instead of currently 80 and 424 for swimming pools 2 and 4, respectively. Similarly, for swimming pools 1 and 3, the maximum number of swimmers could be 173 and 398 (instead of the current 160 and 225, respectively). These results demonstrated that the model could be used to estimate and anticipate airborne TCA levels in indoor swimming pools across various scenarios.
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  • 文章类型: Journal Article
    游泳池消毒中对三氯异氰尿酸(TCCA)的需求不断增加,这凸显了需要评估其在消毒副产物(DBP)形成方面的适用性。然而,对TCCA消毒过程中DBP的形成和控制的了解有限,特别是关于各种管理参数的影响。本研究旨在通过全面调查TCCA氯化过程中DBP的形成来填补这一知识空白,特别关注使用Box-Behnken设计和响应面方法评估影响因素的贡献和相互作用。结果表明,三氯乙醛的浓度,氯仿,二氯乙酸,三氯乙酸,TCCA消毒剂产生的二氯乙腈为42.5%,74.0%,48.1%,其中94.7%和42.6%通过常规次氯酸钠消毒剂,分别。温度对氯仿形成的影响最大(49%),而pH在三氯乙醛形成中起主要作用(44%)。pH2是二氯乙酸(90%)和三氯乙酸(93%)形成的主要贡献者。根据最小总DBPs(pH=7.32,温度=23.7°C,[Cl-]=437mg/L)。氯用量和接触时间对氯仿的影响大于前体浓度,二氯乙腈,三氯乙醛,三氯乙酸,和总DBPs。尽管水质参数之间的相互作用较弱,消毒操作参数之间的相互作用对DBP形成有重大影响(8.56-19.06%)。此外,首次提供了TCCA消毒过程中的DBP预测模型,这为DBP控制和预警计划提供了有价值的见解。
    The increasing demand for trichloroisocyanuric acid (TCCA) in swimming pool disinfection highlights the need to evaluate its applicability in terms of disinfection by-product (DBP) formation. Nevertheless, there is limited understanding of DBP formation and control during TCCA disinfection, particularly concerning the effects of various management parameters. This study aimed to fill this knowledge gap by comprehensively investigating DBP formation during TCCA chlorination, with a particular focus on assessing the contribution and interaction of influencing factors using Box-Behnken Design and response surface methodology. Results indicated that the concentrations of trichloroacetaldehyde, chloroform, dichloroacetic acid, trichloroacetic acid, and dichloroacetonitrile produced by TCCA disinfectant were 42.5%, 74.0%, 48.1%, 94.7% and 42.6% of those by the conventional sodium hypochlorite disinfectant, respectively. Temperature exhibited the most significant impact on chloroform formation (49%), while pH played a major role in trichloroacetaldehyde formation (44%). pH2 emerged as the primary contributor to dichloroacetic acid (90%) and trichloroacetic acid (93%) formation. The optimum water quality conditions were determined based on the minimum total DBPs (pH = 7.32, Temperature = 23.7 °C, [Cl-] = 437 mg/L). Chlorine dosage and contact time exhibited greater influence than precursor concentration on chloroform, dichloroacetonitrile, trichloroacetaldehyde, trichloroacetic acid, and total DBPs. Although the interaction between water quality parameters was weak, the interaction between disinfection operating parameters demonstrated substantial effects on DBP formation (8.56-19.06%). Furthermore, the DBP predictive models during TCCA disinfection were provided for the first time, which provides valuable insights for DBP control and early warning programs.
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