| Main Title |
Bayesian space-time downscaling fusion model (downscaler)-derived estimates of air quality for 2009 / |
| Author |
Baldridge, Ellen,
|
| Other Authors |
| Author |
Title of a Work |
| Cakir, Halil, |
| Eyth, Alison, |
| Holland, Dave, |
| Mintz, David, |
| Phillips, Sharon, |
| Reff, Adam, |
|
| CORP Author |
Environmental Protection Agency, Research Triangle Park, NC. Office of Air Quality Planning and Standards. |
| Publisher |
United States Environmental Protection Agency, Office of Air Quality Planning and Standards, Air Quality Assessment Division, |
| Year Published |
2014 |
| Report Number |
EPA/454/R-14/001 |
| Stock Number |
PB2016-103357 |
| OCLC Number |
956736181 |
| Subjects |
Air quality management--Mathematical models ;
Bayesian statistical decision theory ;
Air--Pollution--United States--Measurement ;
Air--Pollution--United States--Measurements
|
| Additional Subjects |
Air quality data ;
Ambient Air Quality Monitoring Network ;
Bayesian space-time downscaling ;
Downscaling ;
Fusion modeling ;
Emissions modeling ;
Exposure studies ;
air pollution concentration estimates
|
| Internet Access |
|
| Holdings |
| Library |
Call Number |
Additional Info |
Location |
Last
Modified |
Checkout
Status |
| EKBD |
EPA-454/R-14-001 |
|
Research Triangle Park Library/RTP, NC |
09/02/2016 |
| ELBD ARCHIVE |
EPA-454/R-14-001 |
Received from HQ |
AWBERC Library/Cincinnati,OH |
10/04/2023 |
| NTIS |
PB2016-103357 |
Some EPA libraries have a fiche copy filed under the call number shown. |
|
07/26/2022 |
|
| Collation |
ii, 125 pages : color illustrations, maps, charts ; 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 2009 calendar year generated by EPA's recently developed data fusion method termed the "downscaler model" (DS). Air quality monitoring data from the National Air Monitoring Stations/State and Local Air Monitoring Stations (NAMS/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. "EPA-454/R-14-001." "January 2014." |
