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Exposure Assessment Using Secondary Data Sources in Unconventional Natural Gas Development and Health Studies

机译:非常规天然气开发和健康研究中使用辅助数据源进行暴露评估

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摘要

Studies of unconventional natural gas development (UNGD) and health have ranked participants along a gradient of geographic information system (GIS)-based activity that incorporated the distance between participants’ home addresses and unconventional natural gas wells. However, studies have used different activity metrics, making result comparisons across the studies difficult. The existing studies have only incorporated wells, without accounting for other components of development (e.g., compressors, impoundments, and flaring events), for which it is often difficult to obtain reliable data but may have relevance to health. Our aims were to (1) describe, in space and time, UNGD-related compressors, impoundments, and flaring events; (2) evaluate whether and how to incorporate these into UNGD activity assessment; and (3) evaluate associations of these different approaches with mild asthma exacerbations. We identified 361 compressor stations, 1218 impoundments, and 216 locations with flaring events. A principal component analysis identified a single component that was approximately an equal mix of the metrics for compressors, impoundments, and four phases of well development (pad preparation, drilling, stimulation, and production). However, temporal coverage for impoundments and flaring data was sparse. Ultimately, we evaluated three UNGD activity metrics, including two based on the existing studies and a novel metric that included well pad development, drilling, stimulation, production, and compressor engine aspects of UNGD. The three metrics had varying magnitudes of association with mild asthma exacerbations, although the highest category of each metric (vs the lowest) was associated with the outcome.
机译:对非常规天然气开发(UNGD)和健康的研究使参与者沿着基于地理信息系统(GIS)的梯度活动进行排名,该活动结合了参与者的家庭住址和非常规天然气井之间的距离。但是,研究使用了不同的活动指标,因此难以对研究进行结果比较。现有研究仅包括井,未考虑开发的其他组成部分(例如,压缩机,蓄水和燃烧事件),通常难以获得可靠的数据,但可能与健康有关。我们的目标是(1)在时空上描述与UNGD相关的压缩机,蓄水和燃烧事件; (2)评估是否以及如何将其纳入UNGD活动评估; (3)评估这些不同方法与轻度哮喘急性发作的相关性。我们确定了361个压缩机站,1218个蓄水池和216个发生燃烧事件的位置。主成分分析确定了一个单一的成分,该成分大约等于压缩机,蓄水库和井的四个开发阶段(垫层准备,钻井,增产和生产)的指标的均等混合。但是,临时保管库和火炬记录数据很少。最终,我们评估了UNGD的三个活动指标,其中两个基于现有研究,另一个新指标包括UNGD的井垫开发,钻井,增产,生产和压缩机发动机方面。这三个指标与轻度哮喘发作的关联程度各不相同,尽管每个指标的最高类别(相对于最低)与结果相关。

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