Average Percent Change in Relative Probability of Large Fires, Santa Barbara County

Aug 20, 2020 (Last modified Jun 7, 2021)
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Description:

This dataset is a 270-m cell size raster representing average projected percent change in relative probability of large fires from baseline to projected near term future (2020-2050) conditions using CNRM-CM5 and MIROC5, RCP 8.5. This model used 9 explanatory variables: topographic heterogeneity, Santa Ana wind speed, minimum temperature, annual precipitation, distance to roads, dead wood biomass, topographic position, distance to development, and southwest index. This model had a mean 10-fold cross-validated test AUC of 0.67, overall accuracy of 0.64, and TSS of 0.29.


Rustigian-Romsos, H.L., J.A. Gallo, W.D. Spencer, and A.D. Syphard. 2021. Modeling the potential for fire ignition and large fire occurrence in Santa Barbara County, California. Conservation Biology Institute. https://doi.org/10.6084/m9.figshare.14417837

Data Provided By:
Conservation Biology Institute
Content date:
1980-01-01T00:00:00 - 2010-12-31T00:00:00
Citation:
Rustigian-Romsos, H.L., J.A. Gallo, W.D. Spencer, and A.D. Syphard. 2021. Modeling the potential for fire ignition and large fire occurrence in Santa Barbara County, California. Conservation Biology Institute. https://doi.org/10.6084/m9.figshare.14417837
Spatial Resolution:
270 (Meter)
Contact Organization:
Conservation Biology Institute
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Use Constraints:
This dataset was created by the Conservation Biology Institute and has been provided for use in accordance with the terms set forth in the contract agreement. Attribution is required for redistribution in any medium or format. Refer to the conditions of use policy in the contract agreement for any additional restrictions or limitations.
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Tags:
wildfire, santa barbara, rpp
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Conservation Biology Institute

We provide advanced conservation science, technology, and planning to empower our partners in solving the world’s critical ecological challenges