The association of wildfire smoke with respiratory and cardiovascular emergency department visits in Colorado in 2012: A case crossover study

In 2012, Colorado experienced one of its worst wildfire seasons of the past decade. The goal of this study was to investigate the relationship of local PM₂.₅ levels, modeled using the Weather Research and Forecasting Model with Chemistry, with emergency department visits and acute hospitalizations for respiratory and cardiovascular outcomes during the 2012 Colorado wildfires. Conditional logistic regression was used to assess the relationship between both continuous and categorical PM₂.₅ and emergency department visits during the wildfire period, from June 5th to July 6th 2012. For respiratory outcomes, we observed positive relationships between lag 0 PM₂.₅ and asthma/wheeze (1 h max OR 1.01, 95 % CI (1.00, 1.01) per 10 μg/m³; 24 h mean OR 1.04 95 % CI (1.02, 1.06) per 5 μg/m³), and COPD (1 h max OR 1.01 95 % CI (1.00, 1.02) per 10 μg/m³; 24 h mean OR 1.05 95 % CI (1.02, 1.08) per 5 μg/m³). These associations were also positive for 2-day and 3-day moving average lag periods. When PM₂.₅ was modeled as a categorical variable, bronchitis also showed elevated effect estimates over the referent groups for lag 0 24 h average concentration. Cardiovascular results were consistent with no association. Conclusions We observed positive associations between PM₂.₅ from wildfire and respiratory diseases, supporting evidence from previous research that wildfire PM₂.₅ is an important source for adverse respiratory health outcomes.

To Access Resource:

Questions? Email Resource Support Contact:

  • opensky@ucar.edu
    UCAR/NCAR - Library

Resource Type publication
Temporal Range Begin N/A
Temporal Range End N/A
Temporal Resolution N/A
Bounding Box North Lat N/A
Bounding Box South Lat N/A
Bounding Box West Long N/A
Bounding Box East Long N/A
Spatial Representation N/A
Spatial Resolution N/A
Related Links N/A
Additional Information N/A
Resource Format PDF
Standardized Resource Format PDF
Asset Size N/A
Legal Constraints

Copyright 2016 Authors. This work is distributed under the Creative Commons Attribution 3.0 License.


Access Constraints None
Software Implementation Language N/A

Resource Support Name N/A
Resource Support Email opensky@ucar.edu
Resource Support Organization UCAR/NCAR - Library
Distributor N/A
Metadata Contact Name N/A
Metadata Contact Email opensky@ucar.edu
Metadata Contact Organization UCAR/NCAR - Library

Author Alman, B.
Pfister, Gabriele
Hao, H.
Stowell, J.
HU, X.
Liu, Y.
Strickland, M.
Publisher UCAR/NCAR - Library
Publication Date 2016-06-04T00:00:00
Digital Object Identifier (DOI) Not Assigned
Alternate Identifier N/A
Resource Version N/A
Topic Category geoscientificInformation
Progress N/A
Metadata Date 2025-07-11T20:48:11.896712
Metadata Record Identifier edu.ucar.opensky::articles:18551
Metadata Language eng; USA
Suggested Citation Alman, B., Pfister, Gabriele, Hao, H., Stowell, J., HU, X., Liu, Y., Strickland, M.. (2016). The association of wildfire smoke with respiratory and cardiovascular emergency department visits in Colorado in 2012: A case crossover study. UCAR/NCAR - Library. https://n2t.org/ark:/85065/d7542q66. Accessed 20 August 2025.

Harvest Source