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Incorporating Anthropogenic Influences into Fire Probability Models: Effects of Human Activity and Climate Change on
Michael L Mann1,2, Enric Batllori3,4, Max A Moritz2
1Department of Geography, The George Washington University, Washington, DC, United States of America.
Plos One
|April 29, 2016
Summary
Human activity significantly influences California wildfires, accounting for up to 50% of the explanatory power in fire models. Future wildfire projections must include both human and climate factors for accuracy.
Area of Science:
- Ecology
- Environmental Science
- Climate Science
Background:
- Wildfire impacts in California are costly, necessitating better understanding, especially with climate change and population growth.
- Existing wildfire models for California have high uncertainty regarding future fire frequency and extent.
- Previous estimates project significant increases in wildfire activity by the end of the century.
Purpose of the Study:
- To assess the combined roles of climate and human influences on California's fire regimes from 1975 to 2050.
- To develop an empirical model integrating biophysical and anthropogenic factors for fire prediction.
- To quantify the relative contributions of climate and human factors to fire regimes.
Main Methods:
- Developed an empirical model integrating biophysical indicators and anthropogenic influences.
- Utilized historical data from 1975 to the present.
- Employed two climate models (PCM and GFDL) to project future scenarios to 2050.
Main Results:
- Anthropogenic influences explained up to 50% of the historical fire regime.
- Total burned area is projected to increase by 2.2% (PCM) and 5.0% (GFDL) by 2050.
- Significant uncertainty remains for semiarid inland deserts and southern coastal areas due to potential rainfall pattern shifts.
Conclusions:
- Comprehensive wildfire projections require integrating both anthropogenic and biophysical influences.
- Excluding human factors can overstate the impact of climate change on wildfire by at least 24%.
- Future wildfire activity in California is strongly influenced by human-related variables, not solely climate change.
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