Validation of a probabilistic post-fire erosion modelAuthor(s): Pete Robichaud; William J. Elliot; Sarah A. Lewis; Mary Ellen Miller
Source: International Journal of Wildland Fire. 25(3): 337-350.
Publication Series: Scientific Journal (JRNL)
Station: Rocky Mountain Research Station
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Post-fire increases of runoff and erosion often occur and land managers need tools to be able to project the increased risk. The Erosion Risk Management Tool (ERMiT) uses the Water Erosion Prediction Project (WEPP) model as the underlying processor. ERMiT predicts the probability of a given amount of hillslope sediment delivery from a single rainfall or snowmelt event on unburned, burned and recovering forest, range and chaparral hillslopes and the effectiveness of selected mitigation treatments. Eight published field study sites were used to compare ERMiT predictions with observed sediment deliveries. Most sites experienced only a few rainfall events that produced runoff and sediment (1.3-9.2%) except for a California site with a Mediterranean climate (45.6%). When sediment delivery occurred, pooled Spearman rank correlations indicated significant correlations between the observed sediment delivery and those predicted by ERMiT. Correlations were p=0.65 for the controls, p=0.59 for the log erosion barriers and p=0.27 (not significant) for the mulch treatments. Half of the individual sites also had significant correlations, as did 6 of 7 compared post-fire years. These model validation results suggest reasonable estimates of probabilistic post-fire hillslope sediment delivery when compared with observations from eight field sites.
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CitationRobichaud, Peter R.; Elliot, William J.; Lewis, Sarah A.; Miller, Mary Ellen. 2016. Validation of a probabilistic post-fire erosion model. International Journal of Wildland Fire. 25(3): 337-350.
Keywordserosion prediction, FS WEPP, post-fire assessment, probabilistic model
- Erosion Risk Management Tool (ERMiT) user manual (version 2006.01.18)
- A probabilistic approach to modeling postfire erosion after the 2009 Australian bushfires
- Science You Can Use Bulletin: From watersheds to the web: Online tools for modeling forest soil erosion
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