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Estimating ground-level PM2.5 concentrations in the southeastern U.S. using geographically weighted regression

Environmental Research · 2012 · Vol. 121 · pp. 1–10
Xuefei HuLance A. WallerMohammad Z. Al‐HamdanWilliam L. CrossonMaurice G. EstesSue EstesDale A. QuattrochiJeremy A. SarnatYang Liu
Air Quality and Health ImpactsAtmospheric chemistry and aerosolsAir Quality Monitoring and ForecastingEnvironmental scienceData assimilationRegression analysisAerosolMean squared errorSatelliteRegressionClimatologyMeteorologyGeographically Weighted Regression

MeSH terms

AerosolsAir PollutantsAir PollutionEnvironmental ExposureEnvironmental MonitoringMeteorological ConceptsModels, TheoreticalRegression AnalysisSoutheastern United StatesReproducibility of ResultsParticulate Matter

Funding

  • National Aeronautics and Space Administration
  • Universities Space Research Association
Citations
370
FWCI
8.70
field-weighted impact
References
38
Percentile
99%
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Citations per year
References
NCEP–DOE AMIP-II Reanalysis (R-2)
Bulletin of the American Meteorological Society · 2002 · 5,394 citations
Spatial Autocorrelation: Trouble or New Paradigm?
Ecology · 1993 · 3,679 citations
North American Regional Reanalysis
Bulletin of the American Meteorological Society · 2006 · 3,497 citations
Smoothing Parameter Selection in Nonparametric Regression Using an Improved Akaike Information Criterion
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1998 · 1,249 citations
The MODIS Aerosol Algorithm, Products, and Validation
Journal of the Atmospheric Sciences · 2005 · 3,412 citations
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