Near-term probabilistic forecast of significant wildfire events for the Western United StatesAuthor(s): Haiganoush K. Preisler; Karin L. Riley; Crystal S. Stonesifer; Dave E. Calkin; Matt Jolly
Source: International Journal of Wildland Fire. 25: 1169-1180.
Publication Series: Scientific Journal (JRNL)
Station: Pacific Southwest Research Station
View PDF (1.0 MB)
Fire danger and potential for large fires in the United States (US) is currently indicated via several forecasted qualitative indices. However, landscape-level quantitative forecasts of the probability of a large fire are currently lacking. In this study, we present a framework for forecasting large fire occurrence - an extreme value event - and evaluating measures of uncertainties that do not rely on distributional assumptions. The statistical model presented here incorporates qualitative fire danger indices along with other location and seasonal specific explanatory variables to produce maps of forecasted probability of an ignition becoming a large fire, as well as numbers of large fires with measures of uncertainties. As an example, 6 years of fire occurrence data from the Western US were used to study the utility of two fire danger indices: the 7-Day Significant Fire Potential Outlook issued by Predictive Services in the US and the National Fire Danger Rating’s Energy Release Component. This exercise highlights the potential utility of the quantitative risk index as a realtime decision support tool that can enhance managers’ abilities to discriminate among planning areas in terms of the likelihood and range of expected significant fire events. The approach is applicable wherever there are archived historical data from both observed fires and fire danger indices.
- You may send email to firstname.lastname@example.org to request a hard copy of this publication.
- (Please specify exactly which publication you are requesting and your mailing address.)
- We recommend that you also print this page and attach it to the printout of the article, to retain the full citation information.
- This article was written and prepared by U.S. Government employees on official time, and is therefore in the public domain.
CitationPreisler, Haiganoush K.; Riley, Karin L.; Stonesifer, Crystal S.; Calkin, Dave E.; Jolly, W. Matthew. 2016. Near-term probabilistic forecast of significant wildfire events for the Western United States. International Journal of Wildland Fire. 25: 1169-1180.
Keywords7-Day Significant Fire Potential Outlook, Energy Release Component, extreme value, fire probability, forecasting significant fires, Predictive Services
- Statistical model for forecasting monthly large wildfire events in western United States
- Forecasting distribution of numbers of large fires
- Seasonal predictions for wildland fire severity
XML: View XML