A Novel Method for Improving Air Pollution Prediction Based on Machine Learning Approaches: A Case Study Applied to the Capital City of Tehran

Artificial neural networks forecasting of PM 2.5 pollution using air mass trajectory based geographic model and wavelet transformation

(2015) Xiao Feng et al.   ATMOSPHERIC ENVIRONMENT

A novel hybrid forecasting model for PM10 and SO2 daily concentrations

(2015) Ping Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatio-temporal modelling of residential exposure to particulate matter and gaseous pollutants for the Heinz Nixdorf Recall Cohort

(2014) Michael Nonnemacher et al.   ATMOSPHERIC ENVIRONMENT

A simple model for calculating air pollution within street canyons

(2014) Laura E. Venegas et al.   ATMOSPHERIC ENVIRONMENT

Identifying pollution sources and predicting urban air quality using ensemble learning methods

(2013) Kunwar P. Singh et al.   ATMOSPHERIC ENVIRONMENT

Spatiotemporal modeling with temporal-invariant variogram subgroups to estimate fine particulate matter PM2.5 concentrations

(2012) Chu-Chih Chen et al.   ATMOSPHERIC ENVIRONMENT

A comparison of methods for the assessment of odor impacts on air quality: Field inspection (VDI 3940) and the air dispersion model CALPUFF

(2012) Laura Ranzato et al.   ATMOSPHERIC ENVIRONMENT

Prediction of CO concentrations based on a hybrid Partial Least Square and Support Vector Machine model

(2012) B. Yeganeh et al.   ATMOSPHERIC ENVIRONMENT

Forecasting PM10 in metropolitan areas: Efficacy of neural networks

(2012) H.J.S. Fernando et al.   ENVIRONMENTAL POLLUTION

Comparing universal kriging and land-use regression for predicting concentrations of gaseous oxides of nitrogen (NOx) for the Multi-Ethnic Study of Atherosclerosis and Air Pollution (MESA Air)

(2011) Laina D. Mercer et al.   ATMOSPHERIC ENVIRONMENT

What Is a Savitzky-Golay Filter? [Lecture Notes]

(2011) Ronald Schafer   IEEE SIGNAL PROCESSING MAGAZINE

Monitoring air pollution: Use of early warning systems for public health

(2011) FRANK J. KELLY et al.   RESPIROLOGY

Forecasting of daily air quality index in Delhi

(2011) Anikender Kumar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A review of comparative studies of spatial interpolation methods in environmental sciences: Performance and impact factors

(2010) Jin Li et al.   Ecological Informatics

Forecasting air pollutant indicator levels with geographic models 3days in advance using neural networks

(2010) Atakan Kurt et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forecasting peak air pollution levels using NARX models

(2009) Enrico Pisoni et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Prediction of hourly air pollutant concentrations near urban arterials using artificial neural network approach

(2008) Ming Cai et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Three hours ahead prevision of SO2 pollutant concentration using an Elman neural based forecaster

(2006) U. Brunelli et al.   BUILDING AND ENVIRONMENT