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中国因环境二氧化氮污染导致的死亡率负担:高分辨率模型的应用。

Mortality burden due to ambient nitrogen dioxide pollution in China: Application of high-resolution models.

机构信息

School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education and Key Laboratory of Health Technology Assessment of the Ministry of Health, Fudan University, Shanghai 200302, China.

Department of Atmospheric and Oceanic Sciences, Fudan University, Shanghai 200438, China.

出版信息

Environ Int. 2023 Jun;176:107967. doi: 10.1016/j.envint.2023.107967. Epub 2023 May 12.

Abstract

BACKGROUND

A large gap exists between the latest Global Air Quality Guidelines (AQG 2021) and Chinese air quality standards for NO. Assessing whether and to what extent air quality standards for NO should be tightened in China requires a comprehensive understanding of the spatiotemporal characteristics of population exposure to ambient NO and related health risks, which have not been studied to date.

OBJECTIVE

We predicted ground NO concentrations with high resolution in mainland China, explored exposure characteristics to NO pollution, and assessed the mortality burden attributable to NO exposure.

METHODS

Daily NO concentrations in 2019 were predicted at 1-km spatial resolution in mainland China using random forest models incorporating multiple predictors. From these high-resolution predictions, we explored the spatiotemporal distribution of NO, population and area percentages with NO exposure exceeding criterion levels, and premature deaths attributable to long- and short-term NO exposure in China.

RESULTS

The cross-validation Rand root mean squared error of the NO predicting model were 0.80 and 7.78 μg/m, respectively,at the daily level in 2019.The percentage of people (population number) with annual NO exposure over 40 μg/m in mainland China in 2019 was 10.40 % (145,605,200), and it reached 99.68 % (1,395,569,840) with the AQG guideline value of 10 μg/m. NO levels and population exposure risk were elevated in urban areas than in rural. Long- and short-term exposures to NO were associated with 285,036 and 121,263 non-accidental deaths, respectively, in China in 2019. Tightening standards in steps gradually would increase the potential health benefit.

CONCLUSION

In China, NO pollution is associated with significant mortality burden. Spatial disparities exist in NO pollution and exposure risks. China's current air quality standards may no longer objectively reflect the severity of NO pollution and exposure risk. Tightening the national standards for NO is needed and will lead to significant health benefits.

摘要

背景

最新的全球空气质量指南(AQG 2021)与中国的 NO 空气质量标准之间存在较大差距。评估中国是否需要以及在多大程度上收紧 NO 的空气质量标准,需要全面了解人群接触环境 NO 及其相关健康风险的时空特征,但迄今为止尚未对此进行研究。

目的

我们使用随机森林模型预测了中国大陆地区的高精度地面 NO 浓度,探讨了 NO 污染的暴露特征,并评估了 NO 暴露导致的死亡负担。

方法

使用包含多种预测因子的随机森林模型,预测 2019 年中国大陆地区的 1 公里空间分辨率的日 NO 浓度。从这些高分辨率预测中,我们探讨了 NO 的时空分布、NO 暴露超过标准水平的人口和面积比例,以及中国由于长期和短期 NO 暴露导致的过早死亡人数。

结果

2019 年,NO 预测模型的交叉验证 Rand 均方根误差分别为 0.80 和 7.78μg/m3。2019 年,中国大陆地区有 10.40%(145605200 人)的人(人口数量)年 NO 暴露量超过 40μg/m3,而达到 AQG 指导值 10μg/m3时,这一比例上升至 99.68%(1395569840 人)。NO 水平和人群暴露风险在城市地区高于农村地区。在中国,2019 年,长期和短期暴露于 NO 分别与 285036 例和 121263 例非意外死亡相关。

结论

在中国,NO 污染与显著的死亡负担有关。NO 污染和暴露风险存在空间差异。中国现行的空气质量标准可能不再客观反映 NO 污染和暴露风险的严重程度。收紧 NO 的国家标准是必要的,这将带来显著的健康效益。

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