Forecasting of air quality in Delhi using principal component regression technique

Aneja, 2001, Measurements and analysis of criteria pollutants in New Delhi, India, Environment International, 27, 35, 10.1016/S0160-4120(01)00051-4 Anfossi, 1990, Simulation of atmospheric diffusion in low wind speed meandering conditions by a Monte Carlo dispersion model, Il Nuovo Cimento, 13C, 995, 10.1007/BF02514787 Aron, 1984, Models for estimating current and future sulphur dioxide concentrations in Taipei, Bulletin of Geophysics, 25, 47 Aron, 1978, Statistical forecasting models: I. Carbon monoxide concentrations in the Los Angeles basin, Journal of Air Pollution Control Association, 28, 681, 10.1080/00022470.1978.10470646 Boznar, 1993, A neural-network-based method for short-term predictions of ambient SO2 concentrations in highly polluted industrial areas of complex terrain, Atmospheric Environment Part B-Urban Atmosphere, 27, 221, 10.1016/0957-1272(93)90007-S Brandon, 1995 Central Pollution Control Board, 2005. PARIVESH highlights 2004-Delhi: CPCB. Chang, 2004, Air quality model performance evaluation, Meteorology and Atmospheric Physics, 87, 167, 10.1007/s00703-003-0070-7 Cogliani, 2001, Air pollution forecast in cities by an air pollution index highly correlated with meteorological variables, Atmospheric Environment, 35, 2871, 10.1016/S1352-2310(01)00071-1 Comrie, 1997, Comparing neural networks and regression models for ozone forecasting, Journal of the Air and Waste Management Association, 47, 653, 10.1080/10473289.1997.10463925 EPA, 1999. Air Quality Index Reporting; Final Rule, Federal Register, Part III, 40 CFR Part 58. Finzi, 1982, A mathematical model for air pollution forecast and alarm in an urban area, Atmospheric Environment, 16, 2055, 10.1016/0004-6981(82)90276-1 Goyal, 2003, Present scenario of air quality in Delhi: a case study of CNG implementation, Atmospheric Environment, 37, 5423, 10.1016/j.atmosenv.2003.09.005 Hajek, 2009, Air quality indices and their modelling by hierarchical fuzzy inference systems, WSEAS Transactions on Environment and Development, 10, 661 Katsoulis, 1988, Some meteorological aspects of air pollution in Athens, Greece, Meteorology and Atmospheric Physics, 39, 203, 10.1007/BF01030298 Lin, 1982, Oxidant prediction by discriminant analysis in the south coast air basin of California, Atmospheric Environment, 16, 135, 10.1016/0004-6981(82)90320-1 Mantis, 1992, Assessment of the potential for photochemical air pollution in Athens - a comparison of emissions and air pollutant levels in Athens with those in Los Angeles, Journal of Applied Meteorology, 31, 1467, 10.1175/1520-0450(1992)031<1467:AOTPFP>2.0.CO;2 McCollister, 1975, Linear stochastic models for forecasting daily maxima and hourly concentrations of air pollutants, Atmospheric Environment (1967), 9, 417, 10.1016/0004-6981(75)90127-4 Milionis, 1994, Regression and stochastic models for air pollution. 1. Review, comments and suggestions, Atmospheric Environment, 28, 2801, 10.1016/1352-2310(94)90083-3 Nagendra, 2007, Assessment of air quality near traffic intersections in Bangalore city using air quality index, Transportation Research Part D: Transport and Environment, 12, 167, 10.1016/j.trd.2007.01.005 Polydoras, 1998, Air quality predictions: dispersion model vs Box-Jenkins stochastic models. An implementation and comparison for Athens, Greece, Applied Thermal Engineering, 18, 1037, 10.1016/S1359-4311(98)00016-7 Rajeevan, 2005 Robeson, 1990, Evaluation and comparison of statistical forecast models for daily maximum ozone concentrations, Atmospheric Environment Part B-Urban Atmosphere, 24, 303, 10.1016/0957-1272(90)90036-T Sanchez, 1990, Forecasting particulate pollutant concentrations in a city from meteorological variables and regional weather patterns, Atmospheric Environment Part A-General Topics, 24, 1509, 10.1016/0960-1686(90)90060-Z Sanchez, 1986, Studying the spatial and temporal distribution of SO2 in an urban area by principal component factor analysis, Atmospheric Research, 20, 53, 10.1016/0169-8095(86)90007-4 Shi, 1997, Regression modelling of hourly NOX and NO2 concentrations in urban air in London, Atmospheric Environment, 31, 4081, 10.1016/S1352-2310(97)00282-3 Sousa, 2007, Multiple linear regression and artificial neural networks based on principal components to predict ozone concentrations, Environmental Modelling and Software, 22, 97, 10.1016/j.envsoft.2005.12.002 Van den Elshout, 2008, Comparing urban air quality in Europe in real time - a review of existing air quality indices and the proposal of a common alternative, Environment International, 34, 720, 10.1016/j.envint.2007.12.011 Ziomas, 1995, Forecasting peak pollutant levels from meteorological variables, Atmospheric Environment, 29, 3703, 10.1016/1352-2310(95)00131-H