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来源类型Working Paper
规范类型报告
DOI10.3386/w25560
来源IDWorking Paper 25560
Bringing Satellite-Based Air Quality Estimates Down to Earth
Meredith Fowlie; Edward A. Rubin; Reed Walker
发表日期2019-02-18
出版年2019
语种英语
摘要We use state-of-the-art, satellite-based PM2.5 estimates to assess the extent to which the EPA's existing, monitor-based measurements over- or under-estimate true exposure to PM2.5 pollution. Treating satellite-based estimates as truth implies a substantial number of "policy errors"—over-regulating areas that comply with air quality standards and under-regulating other areas that appear to violate standards. We investigate the health implications of these apparent errors and highlight the importance of accounting for prediction error in satellite-based estimates. Uncertainty in "policy errors" increases substantially when we account for these underlying prediction errors.
主题Public Economics ; Taxation ; Public Goods ; Environmental and Resource Economics ; Environment
URLhttps://www.nber.org/papers/w25560
来源智库National Bureau of Economic Research (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/583234
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Meredith Fowlie,Edward A. Rubin,Reed Walker. Bringing Satellite-Based Air Quality Estimates Down to Earth. 2019.
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