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自然通风房间中靠近空气污染源的短期暴露的随机建模:一种自相关随机游走方法。

Stochastic modeling of short-term exposure close to an air pollution source in a naturally ventilated room: an autocorrelated random walk method.

作者信息

Cheng Kai-Chung, Acevedo-Bolton Viviana, Jiang Ruo-Ting, Klepeis Neil E, Ott Wayne R, Kitanidis Peter K, Hildemann Lynn M

机构信息

1] Civil and Environmental Engineering Department, Stanford University, Stanford, California, USA [2] Indoor Air Quality Section, Environmental Health Laboratory, California Department of Public Health, Richmond, California, USA.

Civil and Environmental Engineering Department, Stanford University, Stanford, California, USA.

出版信息

J Expo Sci Environ Epidemiol. 2014 May-Jun;24(3):311-8. doi: 10.1038/jes.2013.63. Epub 2013 Sep 25.

DOI:10.1038/jes.2013.63
PMID:24064529
Abstract

For an actively emitting source such as cooking or smoking, indoor measurements have shown a strong "proximity effect" within 1 m. The significant increase in both the magnitude and variation of concentration near a source is attributable to transient high peaks that occur sporadically-and these "microplumes" cause great uncertainty in estimating personal exposure. Recent field studies in naturally ventilated rooms show that close-proximity concentrations are approximately lognormally distributed. We use the autocorrelated random walk method to represent the time-varying directionality of indoor emissions, thereby predicting the time series and frequency distributions of concentrations close to an actively emitting point source. The predicted 5-min concentrations show good agreement with measurements from a point source of CO in a naturally ventilated house-the measured and predicted frequency distributions at 0.5- and 1-m distances are similar and approximately lognormal over a concentration range spanning three orders of magnitude. By including the transient peak concentrations, this random airflow modeling method offers a way to more accurately assess acute exposure levels for cases where well-defined airflow patterns in an indoor space are not available.

摘要

对于烹饪或吸烟等主动排放源,室内测量表明在1米范围内存在强烈的“近距离效应”。源附近浓度的大小和变化显著增加,这归因于偶尔出现的瞬态高峰值,而这些“微羽流”在估计个人暴露量时会造成很大的不确定性。最近在自然通风房间进行的现场研究表明,近距离浓度近似呈对数正态分布。我们使用自相关随机游走方法来表示室内排放的时变方向性,从而预测靠近主动排放点源处浓度的时间序列和频率分布。预测的5分钟浓度与自然通风房屋中一氧化碳点源的测量结果吻合良好——在0.5米和1米距离处测量和预测的频率分布相似,并且在跨越三个数量级的浓度范围内近似呈对数正态分布。通过纳入瞬态峰值浓度,这种随机气流建模方法为在室内空间没有明确气流模式的情况下更准确地评估急性暴露水平提供了一种方法。

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本文引用的文献

1
Measurement of the proximity effect for indoor air pollutant sources in two homes.两所住宅内室内空气污染源邻近效应的测量。
J Environ Monit. 2012 Jan;14(1):94-104. doi: 10.1039/c1em10521c. Epub 2011 Nov 8.
2
Modeling exposure close to air pollution sources in naturally ventilated residences: association of turbulent diffusion coefficient with air change rate.模拟自然通风住宅中接近空气污染源的暴露情况:紊流扩散系数与空气交换率的关系。
Environ Sci Technol. 2011 May 1;45(9):4016-22. doi: 10.1021/es103080p. Epub 2011 Apr 1.
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Elevated personal exposure to particulate matter from human activities in a residence.居住环境中因人类活动导致的个人颗粒物暴露增加。
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Analytical solutions to compartmental indoor air quality models with application to environmental tobacco smoke concentrations measured in a house.房室室内空气质量模型的解析解及其在一所房屋内测得的环境烟草烟雾浓度中的应用。
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