限行政策下兰州市空气质量影响因素分析
Analysis of Factors Influencing Air Quality in Lanzhou City under Traffic Restriction Policy
刘囡 1王花兰1
作者信息
- 1. 兰州交通大学交通运输学院,兰州 730070
- 折叠
摘要
机动车尾气排放是空气污染物的主要来源之一.为了解机动车限行政策下兰州市空气质量的影响因素,首先对2016-2019年兰州市空气质量数据进行统计分析,其次利用逐步回归分析法建立空气质量指数(Air Quality Index,AQI)与空气污染物浓度的多元线性回归模型,最后对气象因素和空气污染物浓度进行相关性分析.结果表明,限行政策有助于改善空气质量,AQI与空气污染物浓度有明显相关性,气象因素与空气污染物浓度也有明显相关性.
Abstract
Motor vehicle exhaust emissions are one of the main sources of air pollutants.In order to understand the influencing factors of air quality in Lanzhou city under the policy of motor vehicle restrictions,this paper first conducts statistical analysis on the air quality data of Lanzhou city from 2016 to 2019,and then uses stepwise regression analysis to establish a multiple linear regression model between the Air Quality Index(AQI)and air pollutant concentration,and finally conducts correlation analysis between meteorological factors and air pollutant concentration.The results indicate that the restriction policy helps to improve air quality,and there is a significant correlation between AQI and air pollutant concentrations,as well as a significant correlation between meteorological factors and air pollutant concentrations.
关键词
限行/空气质量/相关性分析/多元线性回归模型Key words
traffic restriction/air quality/correlation analysis/multiple linear regression model引用本文复制引用
基金项目
甘肃省重点研发计划(23YFFA0058)
出版年
2024
国家科技期刊平台
NSTL
万方数据