A review of land-use regression models to assess spatial variation of outdoor air pollution

An Association between Air Pollution and Mortality in Six U.S. Cities

1993 • 7,945 citations

Health Effects of Fine Particulate Air Pollution: Lines that Connect

2006 • 6,089 citations

Air pollution and health

2002 • 4,454 citations

Particulate Air Pollution as a Predictor of Mortality in a Prospective Study of U.S. Adults

1995 • 2,712 citations

Long-Term Exposure to Air Pollution and Incidence of Cardiovascular Events in Women

2007 • 1,789 citations

Public-health impact of outdoor and traffic-related air pollution: a European assessment

2000 • 1,716 citations

Association between mortality and indicators of traffic-related air pollution in the Netherlands: a cohort study

2002 • 1,577 citations

Particulate air pollution as a predictor of mortality in a prospective study of U.S. adults.

1995 • 1,159 citations

A review and evaluation of intraurban air pollution exposure models

2004 • 1,049 citations

Confounding and Effect Modification in the Short-Term Effects of Ambient Particles on Total Mortality: Results from 29 European Cities within the APHEA2 Project

2001 • 971 citations

Study of ultrafine particles near a major highway with heavy-duty diesel traffic

2002 • 910 citations

Air Pollution from Traffic and the Development of Respiratory Infections and Asthmatic and Allergic Symptoms in Children

2002 • 653 citations

Mapping urban air pollution using GIS: a regression-based approach

1997 • 623 citations

Exposure assessment of air pollutants: a review on spatial heterogeneity and indoor/outdoor/personal exposure to suspended particulate matter, nitrogen dioxide and ozone

2001 • 504 citations

Application of Land Use Regression to Estimate Long-Term Concentrations of Traffic-Related Nitrogen Oxides and Fine Particulate Matter

2007 • 500 citations

Estimating Long-Term Average Particulate Air Pollution Concentrations: Application of Traffic Indicators and Geographic Information Systems

2003 • 491 citations

A regression-based method for mapping traffic-related air pollution: application and testing in four contrasting urban environments

2000 • 419 citations

A Review of Land-use Regression Models for Characterizing Intraurban Air Pollution Exposure

2007 • 341 citations

Using Geographic Information Systems for Exposure Assessment in Environmental Epidemiology Studies

2004 • 317 citations

Air pollution from traffic in city districts near major motorways

1998 • 291 citations

Respiratory health and individual estimated exposure to traffic-related air pollutants in a cohort of young children

2006 • 274 citations

Traffic-related differences in outdoor and indoor concentrations of particles and volatile organic compounds in Amsterdam

2000 • 272 citations

A study of the relationships between Parkinson's disease and markers of traffic-derived and environmental manganese air pollution in two Canadian cities

2007 • 266 citations

Within-urban variability in ambient air pollution: Comparison of estimation methods

2007 • 261 citations

Establishing an air pollution monitoring network for intra-urban population exposure assessment: A location-allocation approach

2005 • 259 citations

Modeling the Intraurban Variability of Ambient Traffic Pollution in Toronto, Canada

2007 • 242 citations

Comparison between different traffic-related particle indicators: Elemental carbon (EC), PM2.5 mass, and absorbance

2003 • 226 citations

Traffic-Related Atmospheric Pollutants Levels during Pregnancy and Offspring’s Term Birth Weight: A Study Relying on a Land-Use Regression Exposure Model

2007 • 224 citations

A land use regression for predicting fine particulate matter concentrations in the New York City region

2007 • 223 citations

Geographic information systems: their use in environmental epidemiologic research.

1997 • 213 citations

Assessing Spatial Variability of Ambient Nitrogen Dioxide in Montréal, Canada, with a Land-Use Regression Model

2005 • 210 citations

Nitrogen dioxide prediction in Southern California using land use regression modeling: potential for environmental health analyses

2005 • 205 citations

Mortality Risk Associated with Short-Term Exposure to Traffic Particles and Sulfates

2007 • 193 citations

Spatial variability of fine particle concentrations in three European areas

2002 • 193 citations

Intra-urban variability of air pollution in Windsor, Ontario—Measurement and modeling for human exposure assessment

2007 • 182 citations

A Comparison of Proximity and Land Use Regression Traffic Exposure Models and Wheezing in Infants

2006 • 176 citations

The Role of Gis: Coping With Space (And Time) in Air Pollution Exposure Assessment

2005 • 166 citations

The use of wind fields in a land use regression model to predict air pollution concentrations for health exposure studies

2006 • 166 citations

Estimation of long-term average exposure to outdoor air pollution for a cohort study on mortality

2001 • 165 citations

Small area variations in ambient NO2 concentrations in four European areas

2000 • 145 citations

Spatial variations in the concentrations of traffic-related pollutants in indoor and outdoor air in Huddersfield, England

2000 • 135 citations

A land use regression model for predicting ambient fine particulate matter across Los Angeles, CA

2007 • 134 citations

Street level versus rooftop concentrations of submicron aerosol particles and gaseous pollutants in an urban street canyon

1999 • 133 citations

Predicting long-term average concentrations of traffic-related air pollutants using GIS-based information

2005 • 133 citations

Particulate Air Pollution

1999 • 124 citations

From measures to models: an evaluation of air pollution exposure assessment for epidemiological studies of pregnant women

2007 • 122 citations

A Land Use Regression Model for Predicting Ambient Concentrations of Nitrogen Dioxide in Hamilton, Ontario, Canada

2006 • 120 citations

Estimated long-term outdoor air pollution concentrations in a cohort study

2006 • 118 citations

Spatial variation in nitrogen dioxide in three European areas

2004 • 117 citations

The CAR model: The Dutch method to determine city street air quality

1993 • 109 citations

Comparison of regression models with land-use and emissions data to predict the spatial distribution of traffic-related air pollution in Rome

2007 • 106 citations

Estimation of Outdoor NO_x, NO₂, and BTEX Exposure in a Cohort of Pregnant Women Using Land Use Regression Modeling

2007 • 106 citations

Long-term personal exposure to traffic-related air pollution among school children, a validation study

2006 • 102 citations

An innovative land use regression model incorporating meteorology for exposure analysis

2007 • 95 citations

GIS-Based Estimation of Exposure to Particulate Matter and NO ₂ in an Urban Area: Stochastic versus Dispersion Modeling

2005 • 95 citations

Influence of geocoding quality on environmental exposure assessment of children living near high traffic roads

2007 • 91 citations

The space-time distribution of sulfate deposition in the northeastern United States

1985 • 91 citations

Long-term personal exposure to PM2.5, soot and NOx in children attending schools located near busy roads, a validation study

2006 • 84 citations

Error and Bias in Determining Exposure Potential of Children at School Locations Using Proximity-Based GIS Techniques

2007 • 79 citations

The use of geographical information systems in studies on environment and health.

1995 • 79 citations

Modeling Annual Benzene, Toluene, NO2, and Soot Concentrations on the Basis of Road Traffic Characteristics

2002 • 77 citations

New high resolution maps of estimated background ambient NOx and NO2 concentrations in the U.K.

1997 • 67 citations

Use of GIS and ancillary variables to predict volatile organic compound and nitrogen dioxide levels at unmonitored locations

2006 • 67 citations

Modeling the intra-urban variability of outdoor traffic pollution in Oslo, Norway—A GA2LEN project

2007 • 64 citations

Characterization of a spatial gradient of nitrogen dioxide across a United States–Mexico border city during winter

2004 • 40 citations

Vertical distribution of air pollutants at the Gustavii Cathedral in Göteborg, Sweden

2002 • 40 citations

Traffic-related differences in indoor and personal absorption coefficient measurements in Amsterdam, the Netherlands

2005 • 30 citations

Vertical variability of volatile organic compound (VOC) levels in ambient air of high-rise apartment buildings with and without occurrence of surface inversion

2002 • 17 citations

From national emission totals to regional ambient air quality information for Austria

2001 • 12 citations

A GIS approach to modelling traffic related air pollution

1998 • 2 citations

Spatial modelling of air pollution for exposure assessment

2006 • 1 citations