Relative Probability of Fire Ignition, Santa Barbara County, Baseline

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

This dataset is a 270-m cell size raster representing the relative probability of fire ignition based on historical (1980-2010) conditions. This model used 11 explanatory variables: distance to development, distance to roads, minimum temperature, annual precipitation, dead wood biomass, summer precipitation, Santa Ana wind speed, topographic wetness index, slope, climatic water deficit, and topographic position. This model had a mean 10-fold cross-validated test AUC of 0.72, overall accuracy of 0.64, and TSS of 0.28.


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
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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