On the impact of temperature on tropospheric ozone concentration levels in urban environments

被引:149
作者
Stathopoulou, E. [2 ]
Mihalakakou, G. [1 ]
Santamouris, M. [2 ]
Bagiorgas, H. S. [1 ]
机构
[1] Univ Ioannina, Dept Environm & Nat Resources Management, Agrinion 30100, Greece
[2] Univ Athens, Dept Phys, Div Appl Phys, Lab Meteorol, Athens 15784, Greece
关键词
tropospheric ozone; urban environment; neural network models;
D O I
10.1007/s12040-008-0027-9
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The influence of temperature on tropospheric ozone ( O-3) concentrations in urban and photochemically polluted areas in the greater Athens region are investigated in the present study. Hourly values of the ambient air temperature used for studying the urban heat island effect in Athens were recorded at twenty-three experimental stations while ozone concentration values were measured at three of the above- mentioned stations and for a period of two years ( 1996-1997). The linear correlation between ozone concentration and air temperature values as well as the temporal variation of temperature and ozone concentration, for the above- mentioned experimental stations, were calculated and analysed. Moreover, a neural network approach was used for investigating the impact of temperature on the ozone concentration values over the greater Athens area. The neural network model used ambient air temperature as one of its input parameters and it was found that temperature is a predominant parameter, affecting considerably the ozone concentration values.
引用
收藏
页码:227 / 236
页数:10
相关论文
共 63 条
  • [1] Assessment and prediction of tropospheric ozone concentration levels using artificial neural networks
    Abdul-Wahab, SA
    Al-Alawi, SM
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2002, 17 (03) : 219 - 228
  • [2] BARRING L, 1985, J CLIMATOL, V5, P433, DOI 10.1002/joc.3370050410
  • [3] Bates D., 1994, CHEM ATMOSPHERE ITS, P239
  • [4] BOJKOV RD, 1986, J CLIM APPL METEOROL, V25, P343, DOI 10.1175/1520-0450(1986)025<0343:SODTSH>2.0.CO
  • [5] 2
  • [6] PHOTOCHEMICAL OZONE IN THE MEDITERRANEAN
    BUTKOVIC, V
    CVITAS, T
    KLASINC, L
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 1990, 99 (1-2) : 145 - 151
  • [7] FORECASTING THE BEHAVIOR OF MULTIVARIATE TIME-SERIES USING NEURAL NETWORKS
    CHAKRABORTY, K
    MEHROTRA, K
    MOHAN, CK
    RANKA, S
    [J]. NEURAL NETWORKS, 1992, 5 (06) : 961 - 970
  • [8] CHAMEIDES WL, 1982, CHEM ENG NEWS, V60, P38
  • [9] Cichocki A., 1993, Neural Networks for Optimization and Signal Processing
  • [10] Ozone and heat fluxes over a Mediterranean Pseudosteppe
    Cieslik, S
    Labatut, A
    [J]. ATMOSPHERIC ENVIRONMENT, 1997, 31 : 177 - 184