USGS Fire Danger Forecast
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This map takes into account both probability of ignition and conditional probability of spread (to 500+ acres in East and 1000+ acres in West*) given ignition. Given the seven FPI values forecasted for the upcoming week, the map shows the total number of fires to expect in a given PSA. It also shows the degree of confidence for each expected value. For example if the PSA color is yellow; the legend shows there is 40% chance of having at least one large fire in the PSA in the upcoming week. It also shows about 10% chance of having two or more fires, but only about 1% chance of having three or more large fires. The model used to develop the map is based on probabilities that are both location and time (day-in-year) specific. A different probability is assigned to each km² grid cell within the PSA, depending on its location within the PSA and the forecasted FPI value for that location and day. The map of expected number of large fires is developed by aggregating the estimated probabilities for each km² grid cell within the PSA and for each day of the upcoming week. The historical data used for estimating background large fire patterns were from 1984-2010. A subset of this data (2006, 2008-2010) is used to estimate departures from normal patterns based on the FPI.
To read the PSA map, note the color of any given PSA, then find the vertical probability bar of the same color and read the probability of having at least X number of large fires in that PSA. For Example, the PSA in southeast Oregon is light brown. The color bars displayed in the Gulf of Mexico show that light brown is the ninth column to the right. The height of the light brown column in the left legend indicates there would be about a 70% chance of 1 or more large fires, about a 35% chance of 2 or more fires, and a 12% chance of 3 or more fires over the coming week.
*A large fire is defined as 1000+ acres in the western U.S. and 500+ acres in the eastern U.S.
The following two graphs show the goodness of fit for the expected number of large fires per PSA (reliability diagrams). The graphs are based on a limited amount of data collected in summer and fall, 2013. Additional data will be collected in 2014 and the graphs will then be updated. It is expected that the 95% bars will narrow with additional data.
The graphs show good agreement between the observed and forecasted proportions of cases with at least one or at least two fires. The agreement is good in that the observed values are within 95% confidence bounds of the corresponding forecasted values (red stars). The 95% confidence bounds indicate the expected range of values given the sample sizes in each group. The bounds for the larger probability groups (0.4, 0.5, 0.6) are large because the number of cases in these categories is very small ( 5, 8 and 4 cases respectively).
The colors in these graphs correspond to the colors in the maps on the website for expected number of large fires per PSA. For example, when the map shows a PSA colored brown, then it is anticipated that there is 60% chance of at least one large fire in the PSA in the upcoming week and 23% chance of at least two large fires. During the 2013 summer and fall fire season we observed at least one fire in 75% of the cases (3 out of 4 cases) and at least two fires in 25% of the cases (1 out of 4). Similarly for the other colors, one can compare the forecasted probabilities (red stars) with the observed probabilities (black diamonds) of at least one or at least two large fires per PSA per upcoming week.
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