Air pollution estimation under air stagnation-A case study of Beijing

被引:1
|
作者
Zhang, Ying [1 ]
Chen, Song Xi [2 ,3 ,4 ]
Bao, Le [1 ,5 ]
机构
[1] Penn State Univ, Dept Stat, State Coll, PA USA
[2] Peking Univ, Guanghua Sch Management, Beijing, Peoples R China
[3] Peking Univ, Ctr Stat Sci, Beijing, Peoples R China
[4] Peking Univ, Guanghua Sch Management, Beijing 100871, Peoples R China
[5] Penn State Univ, Dept Stat, Thomas Bldg 323, State Coll, PA 16801 USA
基金
中国国家自然科学基金;
关键词
air pollution; air stagnation; meteorology; spatio-temporal model; PM2.5; CONCENTRATIONS; POPULATION-DENSITY; EUROPEAN CITIES; CHINA; REGRESSION; MORTALITY; BURDEN; INDEX; HAZE;
D O I
10.1002/env.2819
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Air pollution continues to be a major environmental concern in China. The wind-driven transmission poses difficulties in understanding the air pollution patterns at the local level. The main objective of this study is to offer a straightforward approach for investigating the temporal trends and meteorological effects on the air pollutant concentrations during the generation process without being confounded by the complex wind-driven transmission effect. We focus on the hourly data of the three most common air pollutants: PM2.5, NO2$$ {}_2 $$, and CO under air stagnation in Beijing, China, during 2014-2017. We find that the local pollution levels under air stagnation in Beijing have decreased over the years; winter is the severest month of the year; Sunday is the clearest day of the week. Our model also interpolates the air pollutant concentrations at sites without monitoring stations and provides a map of air pollution concentrations under air stagnation. The results could be used to identify locations where air pollutants easily accumulate.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] On the density estimation of air pollution in Beijing
    Fan, Yanqin
    Hou, Lei
    Yan, Karen X.
    [J]. ECONOMICS LETTERS, 2018, 163 : 110 - 113
  • [2] Estimation of Citywide Air Pollution in Beijing
    Wang, Jin-Feng
    Hu, Mao-Gui
    Xu, Cheng-Dong
    Christakos, George
    Zhao, Yu
    [J]. PLOS ONE, 2013, 8 (01):
  • [3] Impact of outdoor air on indoor airborne microbiome under hazy air pollution: A case study in winter Beijing
    Zhou, Feng
    Niu, Mutong
    Zheng, Yunhao
    Sun, Ye
    Wu, Yan
    Zhu, Tianle
    Shen, Fangxia
    [J]. JOURNAL OF AEROSOL SCIENCE, 2021, 156
  • [4] Air pollution and tourism demand: A case study of Beijing, China
    Zhou, Xiaoge
    Santana Jimenez, Yolanda
    Perez Rodriguez, Jorge, V
    Maria Hernandez, Juan
    [J]. INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2019, 21 (06) : 747 - 757
  • [5] Status of air pollution in Beijing
    Ma ciguang
    Y.Iida
    S.Daishima
    K.Furuya
    T.Kikuchi
    H.Matsushita
    K.Tanabe
    [J]. Journal of Environmental Sciences, 1990, (01) : 27 - 39
  • [6] Aldehydes in relation to air pollution sources: A case study around the Beijing Olympics
    Altemose, Brent
    Gong, Jicheng
    Zhu, Tong
    Hu, Min
    Zhang, Liwen
    Cheng, Hong
    Zhang, Lin
    Tong, Jian
    Kipen, Howard M.
    Ohman-Strickland, Pamela
    Meng, Qingyu
    Robson, Mark G.
    Zhang, Junfeng
    [J]. ATMOSPHERIC ENVIRONMENT, 2015, 109 : 61 - 69
  • [7] Impacts of urbanization and air pollution on building energy demands - Beijing case study
    Xu, Xiaoyu
    Gonzalez, Jorge E.
    Shen, Shuanghe
    Miao, Shiguang
    Dou, Junxia
    [J]. APPLIED ENERGY, 2018, 225 : 98 - 109
  • [8] Air pollution related externality of district heating a case study of Changping, Beijing
    Xi, Xiaoqian
    Li, Hailong
    Wallin, Fredrik
    Avelin, Anders
    Yang, Xi
    Yu, Zhixin
    [J]. INNOVATIVE SOLUTIONS FOR ENERGY TRANSITIONS, 2019, 158 : 4323 - 4330
  • [9] Connections between summer air pollution and stagnation
    Kerr, Gaige Hunter
    Waugh, Darryn W.
    [J]. ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (08):
  • [10] Estimation of Urban Air Pollution: A Case Study of Yaounde-Cameroun
    Emetere, Moses Eterigho
    Uno, Uno E.
    Bolujo, Eniola O.
    [J]. 6TH INTERNATIONAL CONFERENCE ON SCIENCE & ENGINEERING IN MATHEMATICS, CHEMISTRY AND PHYSICS: SCIETECH18: THE NATURE MATH - THE SCIENCE, 2018, 2043