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Causal Analysis of Fire Regime Drivers in California

Authors: Jon Keeley; Alexandra Syphard;

Causal Analysis of Fire Regime Drivers in California

Abstract

Background.Understanding the relative contribution of climate and human factors on wildfires is critical for managing risk across California’s diverse ecosystems. Aims. We propose a model that distinguishes between proximal and ultimate drivers of fire regimes and apply it to a century of fire and climate data to assess regional variation in causal mechanisms. Methods. We analyzed fire statistics (1910 – 2021) alongside climate and weather data, stratifying the state by 10 ecoregions. Key Results. Northern forests had the strongest correlation with the proximal factor fuel aridity, ultimately due to climate. Fire rotation intervals exceeded 100 years, implicating woody fuel accumulation as an additional factor. Lightning ignitions occurred in decadal bursts, with dense strike events potentially overwhelming fire-fighting resources. Lower elevation / latitude foothill ecoregions experienced highest fire activity following wet winters and springs, implicating control by herbaceous fuel loads. Human ignitions dominate in these ecoregions, and population growth contributes to expansion of powerlines, a major ignition source. Conclusions. While climate change may increase fire activity in forested ecoregions, its role is less pronounced in non-forested ecoregions, where human ignition sources are the dominant factor. Implications. Different ecoregions may require different management actions that reflect the specific proximal and ultimate factors at play.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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