Data for a Spatial Causal Analysis of Wildland Fire-Contributed PM2.5 During Wildfire Seasons 2008 - 2012
Data during wildfire seasons (May 1 - October 31) over the years 2008 - 2012 in the contiguous U.S. used for spatial causal analysis of wildland fire-contributed PM2.5. The two sources of PM2.5 data are monitor data from the EPA’s Air Quality System (AQS) and simulated PM2.5 from the CMAQ model.
This dataset is associated with the following publication:
Larsen, A., S. Yang, B. Reich, and A. Rappold. A spatial causal analysis of wildland fire-contributed PM2:5 using numerical model output. Annals of Applied Statistics. Institute of Mathematical Statistics, Beachwood, OH, USA, 16(4): 2714-2731, (2022).
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[ "020:00" ] |
| contactPoint |
{ "fn": "Alexandra Lee", "hasEmail": "mailto:larsen.alexandra@epa.gov" } |
| description | Data during wildfire seasons (May 1 - October 31) over the years 2008 - 2012 in the contiguous U.S. used for spatial causal analysis of wildland fire-contributed PM2.5. The two sources of PM2.5 data are monitor data from the EPA’s Air Quality System (AQS) and simulated PM2.5 from the CMAQ model. This dataset is associated with the following publication: Larsen, A., S. Yang, B. Reich, and A. Rappold. A spatial causal analysis of wildland fire-contributed PM2:5 using numerical model output. Annals of Applied Statistics. Institute of Mathematical Statistics, Beachwood, OH, USA, 16(4): 2714-2731, (2022). |
| distribution |
[ { "title": "ftp://newftp.epa.gov/epadatacommons/ORD/LarsenAData", "accessURL": "ftp://newftp.epa.gov/epadatacommons/ORD/LarsenAData" } ] |
| identifier | https://doi.org/10.23719/1503845 |
| keyword |
[ "CMAQ", "Causal Inference", "Spacial Analysis", "Wildfire smoke", "fine particulate matter (PM2.5)" ] |
| license | https://pasteur.epa.gov/license/sciencehub-license.html |
| modified | 2018-09-25 |
| programCode |
[ "020:094" ] |
| publisher |
{ "name": "U.S. EPA Office of Research and Development (ORD)", "subOrganizationOf": { "name": "U.S. Environmental Protection Agency", "subOrganizationOf": { "name": "U.S. Government" } } } |
| references |
[ "https://doi.org/10.1214/22-aoas1610", "https://www.epa.gov/aqs/aqs-data-dictionary", "https://www.epa.gov/cmaq/cmaq-data", "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181852" ] |
| rights |
null
|
| title | Data for a Spatial Causal Analysis of Wildland Fire-Contributed PM2.5 During Wildfire Seasons 2008 - 2012 |
