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Fig 1.

Schematic overview of the processes conducted for the risk assessment.

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Table 1.

Scaled valuations for HVRA subcategories by FSA.

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Table 2.

Density-based valuation of buildings used for the risk assessment.

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Table 3.

Classification of timber volume for value assignment and fire response allocation.

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Table 4.

Composite valuations for the species category based on EOR.

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Fig 2.

Cluster assignment probabilities of the SCMC procedure including the overlaid final FSA boundaries.

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Fig 3.

Burn probability for all FSAs using worst-case meteorological data on record during peak fire season from the 50 selected weather stations.

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Fig 4.

Conditional flame length modeled for each FSA.

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Fig 5.

Spatial distribution of the IARF accounting for drought severity during the fire season, insect and disease infestation, and gorse occurrence.

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Fig 6.

Percentages of land owned and managed by different entities in areas with the highest ORR within each FSA.

Entities with less than 1% assigned to the highest risk class in any FSA were summarized as ‘Others’.

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Fig 7.

ORR class allocations showing the percent of private and public land area, respectively, assigned to the risk classes in FSA 1 to 6 (panel a to f).

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Fig 8.

Spatial distribution of overall relative risks in FSA1 to FSA 6 (panel a to f).

Transparent areas show grid cells that were classified as non-burnable or not burned by the fire model and consequently have no risk values assigned.

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Fig 9.

Percent ORR distribution across all risk classes with respect to the HVRA main categories for FSA 1 to 6 (panel a to f).

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Fig 10.

Regional comparison for Klamath and Lake County Oregon between overall relative risk as assigned by EFPRRA (a) and the overall wildfire risk calculated by QWRA 2018 [16] (b).

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Fig 11.

Ground-based fire risk assessed on the landscape scale on private lands within the Chiloquin Community Forest and Fire Project.

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