Air Quality Evaluation Based on Grey Clustering Method: A Case Study of 74 Cities in China

被引:1
|
作者
Hu, Agin [1 ]
Xie, Naiming [1 ,3 ]
Zheng, Min [2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 211106, Jiangsu, Peoples R China
[2] Linyi Univ, Sch Business, Linyi 276000, Shandong, Peoples R China
[3] Nanjing Univ Aeronaut & Astronaut, Inst Grey Syst Studies, Nanjing 211106, Jiangsu, Peoples R China
来源
JOURNAL OF GREY SYSTEM | 2019年 / 31卷 / 02期
基金
中国国家自然科学基金;
关键词
Air Quality Evaluation; Grey Fixed Weight Clustering Method; Air Quality; POLLUTION INDEX; RISK-ASSESSMENT; URBAN AREAS; ENVIRONMENT; HEALTH; MODEL; CITY;
D O I
暂无
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The air quality index (AQI) has been highly valued by many countries and cities as a directional indicator reflecting regional pollution status. The existing AQI only highlights the level of the most polluted pollutant. This paper constructed a new evaluation index by integrating all pollution indicators based on the grey fixed weight clustering analysis model, then a case study was carried out involving 74 cities in China to illustrate the effectiveness of the proposed method. The results show that the evaluation method proposed in this paper is more scientific, which can not only effectively measure the comprehensive pollution level of each city, but also give pollution control strategies for each city from multiple indicators and has achieved good empirical results.
引用
收藏
页码:1 / 26
页数:26
相关论文
共 50 条
  • [21] A Grey Incidence Evaluation on Air Quality
    Meng Wei
    Zeng Bo
    Liu Si-feng
    Xie Nai-ming
    PROCEEDINGS OF 2013 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES (GSIS), 2013, : 49 - 52
  • [22] Evaluation of Water Quality using Grey Clustering
    Zhu, Changjun
    Liu, Qinghua
    WKDD: 2009 SECOND INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2009, : 803 - +
  • [23] Road construction and air quality: Empirical study of cities in China
    Sun, Chuanwang
    Zhang, Wenyue
    Luo, Yuan
    Li, Jianglong
    Chen, Bin
    JOURNAL OF CLEANER PRODUCTION, 2021, 319
  • [24] Indoor Air Quality Assessment Based ON Grey Classification Method
    Zhang Furen
    Deng Panpan
    Xu Pai
    2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, : 3910 - 3913
  • [25] A Comprehensive Evaluation Method of Sensor Selection for PHM Based on Grey Clustering
    Guan, Fei
    Cui, Wei-Wei
    Li, Lian-Feng
    Wu, Jie
    SENSORS, 2020, 20 (06)
  • [26] Applications of grey relational method to river environment quality evaluation in China
    Ip, W. C.
    Hu, B. Q.
    Wong, H.
    Xia, J.
    JOURNAL OF HYDROLOGY, 2009, 379 (3-4) : 284 - 290
  • [27] Research on the Evaluation of the Level of Social Security of Floating Population in China Based on the Two Stage Grey Clustering Method
    Wang, Yifan
    Zhang, Yu
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES (GSIS), 2017, : 263 - 268
  • [28] TOPSIS method for quality credit evaluation: A case of air-conditioning market in China
    Zhu, Xiaoqian
    Wang, Fei
    Wang, Haiyan
    Liang, Changzhi
    Tang, Run
    Sun, Xiaolei
    Li, Jianping
    JOURNAL OF COMPUTATIONAL SCIENCE, 2014, 5 (02) : 99 - 105
  • [29] The application of subjective and objective method in the evaluation of healthy cities: A case study in Central China
    Ran, Li
    Tan, Xiaodong
    Xu, Yi
    Zhang, Kaiyu
    Chen, Xuyu
    Zhang, Yuting
    Li, Mengying
    Zhang, Yupeng
    SUSTAINABLE CITIES AND SOCIETY, 2021, 65
  • [30] The Air Pollution Study Based on Clustering Analysis in China
    Hong Shuifeng
    Zhao Jianhua
    COMPREHENSIVE EVALUATION OF ECONOMY AND SOCIETY WITH STATISTICAL SCIENCE, 2009, : 937 - +