Muller Nicholas Z, Jha Akshaya
Department of Engineering, Public Policy, and Management and Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, United States of America.
Heinz College of Information Systems and Public Policy, Carnegie Mellon University, Pittsburgh, PA, United States of America.
PLoS One. 2017 Aug 9;12(8):e0181407. doi: 10.1371/journal.pone.0181407. eCollection 2017.
Modern cities are engines of production, innovation, and growth. However, urbanization also increases both local and global pollution from household consumption and firms' production. Do emissions change proportionately to city size or does pollution tend to outpace or lag urbanization? Do emissions scale differently with population versus economic growth or are emissions, population, and economic growth inextricably linked? How are the scaling relationships between emissions, population, and economic growth affected by environmental regulation? This paper examines the link between urbanization, economic growth and pollution using data from Metropolitan Statistical Areas (MSAs) in the United States between 1999 and 2011. We find that the emissions of local air pollution in these MSAs scale according to a ¾ power law with both population size and gross domestic product (GDP). However, the monetary damages from these local emissions scale linearly with both population and GDP. Counties that have previously been out of attainment with the local air quality standards set by the Clean Air Act show an entirely different relationship: local emissions scale according to the square root of population, while the monetary damages from local air pollution follow a 2/3rds power law with population. Counties out of attainment are subject to more stringent emission controls; we argue based on this that enforcement of the Clean Air Act induces sublinear scaling between emissions, damages, and city size. In contrast, we find that metropolitan GDP scales super-linearly with population in all MSAs regardless of attainment status. Summarizing, our findings suggest that environmental policy limits the adverse effects of urbanization without interfering with the productivity benefits that manifest in cities.
现代城市是生产、创新和增长的引擎。然而,城市化也会因家庭消费和企业生产增加本地和全球污染。排放量的变化与城市规模成比例吗?还是污染往往超过或落后于城市化进程?排放量随人口增长与经济增长的比例关系是否不同?或者排放量、人口和经济增长是否紧密相连?环境监管如何影响排放量、人口和经济增长之间的比例关系?本文利用1999年至2011年美国大都市统计区(MSA)的数据,研究了城市化、经济增长与污染之间的联系。我们发现,这些大都市统计区的本地空气污染排放量与人口规模和国内生产总值(GDP)均遵循3/4幂律。然而,这些本地排放造成的货币损失与人口和GDP均呈线性关系。以前未达到《清洁空气法》设定的本地空气质量标准的县呈现出完全不同的关系:本地排放量与人口的平方根成正比,而本地空气污染造成的货币损失与人口遵循2/3幂律。未达标的县受到更严格的排放控制;基于此我们认为,《清洁空气法》的实施导致排放量、损失和城市规模之间呈次线性比例关系。相比之下,我们发现,无论达标状况如何,所有大都市统计区的大都市GDP与人口均呈超线性关系。总之,我们的研究结果表明,环境政策在不干扰城市所体现的生产力效益的情况下,限制了城市化的不利影响。