School of Public and Environmental Affairs, Indiana University, Bloomington, Indiana, United States of America.
PLoS One. 2019 Aug 2;14(8):e0220696. doi: 10.1371/journal.pone.0220696. eCollection 2019.
Excess emissions are pollutant releases that occur during periods of startups, shutdowns or malfunctions and are considered violations of the U.S. Clean Air Act. They are an important, but understudied and under-regulated, category of pollution releases given their frequency and magnitude. In this paper, we examine the demographic correlates of excess emissions, using data from industrial sources in Texas.
We conduct two complementary sets of analyses: one at the census tract level and one at the facility level. At the census tract level, we use a multinomial logit model to examine the relationships between racial, ethnic, and income characteristics and the incidence of excess emissions. At the facility level, we first estimate a logit model to examine whether these characteristics are associated with facilities that emit excess emissions, and then, conditional on the presence of excess emissions, we use ordinary least square regression to estimate their correlation with the magnitude of releases.
Across our analyses, we find that the percentage of Black population and median household income are positively associated with excess emissions; percentage of college graduate, population density, median housing value, and percentage of owner-occupied housing unit are negatively associated with excess emissions. We, however, have not found a clear and significant relationship between the percentage of Hispanic population and excess emissions.
过量排放是指在启动、关闭或出现故障期间发生的污染物排放,被视为违反美国《清洁空气法》的行为。由于其频繁发生和严重程度,过量排放是一种重要但研究不足和监管不力的污染排放类别。本文利用德克萨斯州工业源的数据,考察了过量排放的人口统计学相关因素。
我们进行了两组互补的分析:一是在普查区层面,二是在设施层面。在普查区层面,我们使用多项逻辑回归模型来检验种族、民族和收入特征与过量排放发生率之间的关系。在设施层面,我们首先估计一个逻辑回归模型,以检验这些特征是否与排放过量排放的设施有关,然后,在存在过量排放的情况下,我们使用普通最小二乘回归来估计它们与排放物数量的相关性。
在我们的分析中,我们发现黑人群体的百分比和家庭收入中位数与过量排放呈正相关;大学毕业生的百分比、人口密度、住房中位数价值和自有住房单元的百分比与过量排放呈负相关。然而,我们没有发现西班牙裔人口百分比与过量排放之间存在明显和显著的关系。