An unequal adjacent grey forecasting air pollution urban model

被引:69
|
作者
Tu, Leping [1 ]
Chen, Yan [1 ]
机构
[1] Hebei Univ Engn, Sch Management Engn & Business, Handan 056038, Peoples R China
基金
中国国家自然科学基金;
关键词
Grey forecasting model; Unequal accumulation; Air pollution concern; Baidu index; PREDICTION MODEL; PUBLIC CONCERN; GLOBAL BURDEN; QUALITY; CHINA; EMISSIONS; NATIONWIDE; ALGORITHM; ATTENTION; IMPACTS;
D O I
10.1016/j.apm.2021.06.025
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In grey theory, the principle of difference information holds that difference is information. To mine the difference information between data, the unequal accumulation is proposed in this paper. The unequal accumulation reduces the loss of difference information and improves the forecasting performance of the grey model. Based on the unequal accumulation, the unequal adjacent discrete multivariable grey model is proposed. According to the comparison with other models, the proposed model has good forecast performance and algorithm efficiency. To further prove the practical significance of the model, it is used to predict the public concern about air pollution in three cities of China. The results show that the public concern about air pollution in cities with different air pollution conditions is quite different. Environmental protection departments could pay attention to the public concern about air pollution to better control air pollution. (c) 2021 Elsevier Inc. All rights reserved.
引用
收藏
页码:260 / 275
页数:16
相关论文
共 50 条
  • [31] Simulation Study on Grey Numerical Model of Air Pollution in Handan City
    Zhou Ji-hong
    Li Shu-wen
    Zhao Jun-guang
    Zhang Biao
    Hao Cai-lian
    Zhu Chang-jun
    2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, : 3811 - +
  • [32] Data Driven Forecasting Models for Urban Air Pollution: MoreAir Case Study
    Berkani, Safaa
    Gryech, Ihsane
    Ghogho, Mounir
    Guermah, Bassma
    Kobbane, Abdellatif
    IEEE ACCESS, 2023, 11 : 133131 - 133142
  • [33] Forecasting urban meteorology, air pollution and population exposure (European FUMAPEX project)
    Baklanov, A.
    Bjergene, N.
    Fay, B.
    Finardi, S.
    Gross, A.
    Jantunen, M.
    Kukkonen, J.
    Rasmussen, A.
    Skouloudis, A.
    Slordal, L. H.
    Sokhi, R. S.
    AIR POLLUTION MODELING AND ITS APPLICATIONS XVII, 2007, 17 : 29 - 40
  • [34] Air pollution concentration forecasting based on wavelet transform and combined weighting forecasting model
    Liu, Bingchun
    Yu, Xiaogang
    Chen, Jiali
    Wang, Qingshan
    ATMOSPHERIC POLLUTION RESEARCH, 2021, 12 (08)
  • [35] INTERIM VERSION OF A GENERALIZED URBAN AIR POLLUTION MODEL
    LAMB, RG
    NEIBURGER, M
    ATMOSPHERIC ENVIRONMENT, 1971, 5 (04) : 239 - +
  • [36] A predictive model for urban air pollution evaluation.
    Ando, B
    Baglio, S
    Graziani, S
    Pecora, E
    Pitrone, N
    IMTC/97 - IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE: SENSING, PROCESSING, NETWORKING, PROCEEDINGS VOLS 1 AND 2, 1997, : 1056 - 1059
  • [37] Impact of exposure to urban air pollution on grey squirrel (Sciurus carolinensis) lung health
    Torres-Blas, Irene
    Horsler, Helen
    Paredes, Ursula M.
    Perkins, Matthew
    Priestnall, Simon L.
    Brekke, Patricia
    ENVIRONMENTAL POLLUTION, 2023, 326
  • [38] An international urban air pollution model for the transportation sector
    Lyons, TJ
    Kenworthy, JR
    Moy, C
    dos Santos, F
    TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2003, 8 (03) : 159 - 167
  • [39] Urban air pollution
    不详
    CHEMISTRY IN BRITAIN, 1996, 32 (11) : 10 - 10
  • [40] Urban air pollution
    Ramalingaswami, V
    Aggarwal, P
    Chhabra, SK
    Desai, P
    Ganguly, NK
    Gopalkrishnan, K
    Kacker, SK
    Kalra, V
    Kamat, SR
    Kochupillai, V
    Nag, D
    Pande, JN
    Raina, V
    Ray, PK
    Saiyed, H
    Seth, PK
    Trehan, N
    Wasir, HS
    CURRENT SCIENCE, 1999, 77 (03): : 334 - 336