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RECORD NUMBER: 1 OF 1

Main Title

Bayesian space-time downscaling fusion model (downscaler)-derived estimates of air quality for 2011 /

Author

Reff, A. ; Phillips, S. ; Eyth, A. ; Mintz, D. ; Reff, Adam,

Other Authors

Author	Title of a Work
Phillips, Sharon,
Eyth, Alison,
Mintz, David,

CORP Author

Environmental Protection Agency, Research Triangle Park, NC. Office of Air Quality Planning and Standards.

Publisher

U.S. Environmental Protection Agency, Office of Air Quality Planning and Standards, Air Quality Assessment Division,

Year Published

2015

Report Number

EPA/454/S-15/001

Stock Number

PB2016-103270

OCLC Number

953993160

Subjects

Atmospheric ozone--Measurement--Mathematical models ; Air--Pollution--Measurement--Mathematical models ; Air quality monitoring stations

Additional Subjects

Bayesian model ; Downscaling ; Fusion models ; Air quality ; Air Quality Model ; Ststistical data ; CMAQ(Community Multi-scale Air Quality Model)

Internet Access

Description	Access URL
	https://nepis.epa.gov/Exe/ZyPDF.cgi?Dockey=P100OORX.PDF

Holdings

Library	Call Number	Additional Info	Location	Last Modified	Checkout Status
EKBD	EPA-454/S-15-001		Research Triangle Park Library/RTP, NC	08/15/2016
NTIS	PB2016-103270	Some EPA libraries have a fiche copy filed under the call number shown.		07/26/2022

Collation

ii, 102 pages : color illustrations, maps ; 28 cm

Abstract

This report describes estimates of daily ozone (maximum 8-hour average) and PM2.5 (24-hour average) concentrations throughout the contiguous United States during the 2011 calendar year generated by EPA's recently developed data fusion method termed the "downscaler model" (DS). Air quality monitoring data from the State and Local Air Monitoring Stations (SLAMS) and numerical output from the Community Multiscale Air Quality (CMAQ) model were both input to DS to predict concentrations at the 2010 US census tract centroids encompassed by the CMAQ modeling domain. Information on EPA's air quality monitors, CMAQ model, and downscaler model is included to provide the background and context for understanding the data output presented in this report. These estimates are intended for use by statisticians and environmental scientists interested in the daily spatial distribution of ozone and PM2.5.

Notes

Project officer: David Mintz. Includes bibliographic references. "April 2015." "EPA-454/S-15-001."

Place Published

Research Triangle Park, NC

Supplementary Notes