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2012 - 2021年中国山东省大气环境与道路交通死亡人数之间的关系

The Relationship Between the Atmospheric Environment and Road Traffic Fatalities - Shandong Province, China, 2012-2021.

作者信息

Wang Tao, Chu Jie, Yao Zhiying, Yang Li, Lu Zilong, Tian Ge, Guo Xiaolei, Jia Cunxian

机构信息

Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong Province, China.

Department for Chronic and Non-Communicable Disease Control and Prevention, Shandong Center for Disease Control and Prevention, Jinan, Shandong Province, China.

出版信息

China CDC Wkly. 2024 Mar 29;6(13):267-271. doi: 10.46234/ccdcw2024.052.

Abstract

INTRODUCTION

This study aims to analyze the potential impact of the meteorological environment and air pollutants on road traffic fatalities.

METHODS

Road traffic fatality data in Shandong Province from 2012 to 2021 were obtained from the Population Death Information Registration Management System. Meteorological and air pollutant data for the same period were collected from the U.S. National Oceanic and Atmospheric Administration and the Ecological Environment Monitoring Center of Shandong Province, China. Pearson's correlation and ridge regression were used to analyze the impact of the meteorological environment and air pollutants on road traffic fatalities.

RESULTS

From 2012 to 2021, there were 163,863 road traffic fatality cases. The results of the ridge regression analysis showed that the daily average temperature was negatively correlated with total fatalities and passengers and positively correlated with pedestrians, nonmotorized drivers, and motorized drivers. The daily minimum temperature was negatively correlated with total fatalities and positively correlated with motorized drivers. The daily maximum temperature was positively correlated with both pedestrian and nonmotorized drivers. The daily accumulated precipitation was negatively correlated with pedestrians. Sunshine duration was positively correlated with both nonmotorized and motorized drivers. Inhalable particulate matter (PM) and nitrogen dioxide (NO) were positively correlated with total fatalities, pedestrians, and nonmotorized drivers. Sulfur dioxide (SO) was positively correlated with total fatalities but negatively correlated with nonmotorized drivers, passengers, and motorized drivers.

CONCLUSIONS

Atmospheric factors associated with the occurrence of road traffic fatalities include air temperature, daily accumulated precipitation, sunshine duration, and air pollutants such as PM, NO, and SO.

摘要

引言

本研究旨在分析气象环境和空气污染物对道路交通死亡人数的潜在影响。

方法

从人口死亡信息登记管理系统获取2012年至2021年山东省的道路交通死亡数据。同期的气象和空气污染物数据分别从美国国家海洋和大气管理局以及中国山东省生态环境监测中心收集。采用Pearson相关性分析和岭回归分析气象环境和空气污染物对道路交通死亡人数的影响。

结果

2012年至2021年,共有163,863例道路交通死亡案例。岭回归分析结果表明,日平均气温与总死亡人数及乘客死亡人数呈负相关,与行人、非机动车驾驶员和机动车驾驶员死亡人数呈正相关。日最低气温与总死亡人数呈负相关,与机动车驾驶员死亡人数呈正相关。日最高气温与行人和非机动车驾驶员死亡人数均呈正相关。日累计降水量与行人死亡人数呈负相关。日照时长与非机动车和机动车驾驶员死亡人数均呈正相关。可吸入颗粒物(PM)和二氧化氮(NO)与总死亡人数、行人死亡人数和非机动车驾驶员死亡人数呈正相关。二氧化硫(SO)与总死亡人数呈正相关,但与非机动车驾驶员、乘客和机动车驾驶员死亡人数呈负相关。

结论

与道路交通死亡事件发生相关的大气因素包括气温、日累计降水量、日照时长以及PM、NO和SO等空气污染物。

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