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Impact of the Hydraulic Fracturing on Indoor Radon Concentrations in Ohio: A Multilevel Modeling Approach

机译:液压压裂对俄亥俄州室内氡浓度的影响:多级建模方法

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According to the United States Environmental Protection Agency (U.S. EPA), exposure to radon gas is the second leading cause of lung cancer after smoking. Extant research that has reported that fracking activity increases the radon levels. “Fracking” also known as hydraulic fracturing, which is a technology that is used to extract naturally occurring shale gas from the Marcellus and the Utica shales. Based on the data from the Ohio Radon Information System (ORIS) from 2007 to 2014 in Ohio, this research uses multilevel modeling (MLM) to examine the association between the incidences of hydraulic fracturing and elevated airborne radon levels. The ORIS data include information on 118,421 individual records of households geocoded to zip code areas. Individual records include radon concentrations, device types of the test, and seasons. Euclidean distances between zip code centroid to the 1,162 fracking wells are measured at the zip code level. Two additional zip code variables, namely the population density and urbanicity, are also included as control variables. Multilevel modeling results show that at the zip code level, distance to fracking wells and population density are significant and negative covariate of the radon concentration. By comparing with urban areas, urban clusters, and rural areas are significant which linked to higher radon concentrations. These findings lend support to the effect of hydraulic fracturing in influencing radon concentrations, and promote public policies that need to be geographically adaptable.
机译:据美国环境保护局(美国EPA)称,氡气的接触是吸烟后肺癌的第二个主要原因。现存的研究报告说,压裂活动增加了氡水平。 “压裂”也称为液压压裂,这是一种技术,用于从Marcellus和Utica Shales中提取天然存在的页岩气。根据2007年至2014年的俄亥俄州氡信息系统(ORIS)的数据,本研究采用多级建模(MLM)来检查液压压裂和升高空气氡水平的发射之间的关联。 ORIS数据包括关于118,421个个人记录地理编码到邮政编码区域的信息。个别记录包括氡浓度,试验的设备类型和季节。在邮政编码级别测量邮政编码质心与1,162压缩孔之间的欧几里德距离。还包括两个额外的邮政编码变量,即人口密度和城市性,作为控制变量。多级建模结果表明,在邮政编码水平,距离压裂孔和人口密度的距离是氡浓度的显着和负变性。通过与城市地区,城市集群和农村地区相比,与较高氡浓度有关。这些调查结果借助液压压裂在影响氡浓度方面的影响,促进需要在地理上适应的公共政策。

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