Prescribed fire placement matters more than increasing frequency and extent in a simulated Pacific Northwest landscape

Prescribed fire has been increasingly promoted to reduce wildfire risk and restore fire‐adapted ecosystems. Yet, the complexities of forest ecosystem dynamics in response to disturbances, climate change, and drought stress, combined with myriad social and policy barriers, have inhibited widespread implementation. Using the forest succession model LANDIS‐II, we investigated the likely impacts of increasing prescribed fire frequency and extent on wildfire severity and forest carbon storage at local and landscape scales. Specifically, we ask how much prescribed fire is required to maintain carbon storage and reduce the severity and extent of wildfires under divergent climate change scenarios? We simulated four prescribed fire scenarios (no prescribed fire, business‐as‐usual, moderate increase, and large increase) in the Siskiyou Mountains of northwest California and southwest Oregon. At the local site scale, prescribed fires lowered the severity of projected wildfires and maintained approximately the same level of ecosystem carbon storage when reapplied at a ~15‐year return interval for 50‐year simulations. Increased frequency and extent of prescribed fire decreased the likelihood of aboveground carbon combustion during wildfire events. However, at the landscape scale, prescribed fire did not decrease the projected severity and extent of wildfire, even when large increases (up to 10× the current levels) of prescribed fire were simulated. Prescribed fire was most effective at reducing wildfire severity under a climate change scenario with increased temperature and precipitation and on sites with north‐facing aspects and slopes greater than 30°. Our findings suggest that placement matters more than frequency and extent to estimate the effects of prescribed fire, and that prescribed fire alone would not be sufficient to reduce the risk of wildfire and promote carbon sequestration at regional scales in the Siskiyou Mountains. To improve feasibility, we propose targeting areas of high concern or value to decrease the risk of high‐severity fire and contribute to meeting climate mitigation and adaptation goals. Our results support strategic and targeted landscape prioritization of fire treatments to reduce wildfire severity and increase the pace and scale of forest restoration in areas of social and ecological importance, highlighting the challenges of using prescribed fire to lower wildfire risk.

[1]  A. Broz,et al.  The spatiotemporal domains of natural climate solutions research and strategies for implementation in the Pacific Northwest, USA , 2024, Frontiers in Climate.

[2]  J. Roering,et al.  Geomorphic controls on the abundance and persistence of soil organic carbon pools in erosional landscapes , 2024, Nature Geoscience.

[3]  O. Chadwick,et al.  Pedogenic pathways and deep weathering controls on soil organic carbon in Pacific Northwest forest soils , 2023, Geoderma.

[4]  K. Oleson,et al.  A multi-benefit framework for funding forest management in fire-driven ecosystems across the Western U.S. , 2023, Journal of environmental management.

[5]  O. Chadwick,et al.  Quantifying erosion rates and weathering pathways that maximize soil organic carbon storage , 2023, Biogeochemistry.

[6]  Theresa B Jain,et al.  A systematic review of empirical evidence for landscape-level fuel treatment effectiveness , 2022, Fire Ecology.

[7]  Lucas C. R. Silva Expanding the scope of biogeochemical research to accelerate atmospheric carbon capture , 2022, Biogeochemistry.

[8]  M. Jerrett,et al.  Up in smoke: California's greenhouse gas reductions could be wiped out by 2020 wildfires. , 2022, Environmental pollution.

[9]  Bart R. Johnson,et al.  A generalizable framework for enhanced natural climate solutions , 2022, Plant and Soil.

[10]  E. L. Loudermilk,et al.  Delayed fire mortality has long‐term ecological effects across the Southern Appalachian landscape , 2022, Ecosphere.

[11]  S. Henderson,et al.  Wildfire, Smoke Exposure, Human Health, and Environmental Justice Need to be Integrated into Forest Restoration and Management , 2022, Current Environmental Health Reports.

[12]  Frank K. Lake,et al.  Land management explains major trends in forest structure and composition over the last millennium in California’s Klamath Mountains , 2022, Proceedings of the National Academy of Sciences of the United States of America.

[13]  C. Adlam,et al.  Keepers of the Flame: Supporting the Revitalization of Indigenous Cultural Burning , 2021, Society & Natural Resources.

[14]  Frank K. Lake,et al.  The importance of Indigenous cultural burning in forested regions of the Pacific West, USA , 2021, Forest Ecology and Management.

[15]  A. Taylor,et al.  Drivers of fire severity shift as landscapes transition to an active fire regime, Klamath Mountains, USA , 2021, Ecosphere.

[16]  H. Huber-Stearns,et al.  Transcending Parallel Play: Boundary Spanning for Collective Action in Wildfire Management , 2021, Fire.

[17]  T. Marks-Block,et al.  Facilitating Prescribed Fire in Northern California through Indigenous Governance and Interagency Partnerships , 2021, Fire.

[18]  J. Battles,et al.  Pyrosilviculture: Combining prescribed fire with gap-based silviculture in mixed-conifer forests of the Sierra Nevada , 2021, Canadian Journal of Forest Research.

[19]  E. Knapp,et al.  Pyrosilviculture Needed for Landscape Resilience of Dry Western United States Forests , 2021, Journal of Forestry.

[20]  K. Nadelhoffer,et al.  Mineral stabilization of soil carbon is suppressed by live roots, outweighing influences from litter quality or quantity , 2021, Biogeochemistry.

[21]  E. Zavaleta,et al.  Climate-induced reversal of tree growth patterns at a tropical treeline , 2021, Science Advances.

[22]  D. Gavin,et al.  A new hypothesis for the origin of Amazonian Dark Earths , 2021, Nature communications.

[23]  Harold S. J. Zald,et al.  Changing climate reallocates the carbon debt of frequent‐fire forests , 2020, Global change biology.

[24]  Jonathan R. Thompson,et al.  Co‐designed management scenarios shape the responses of seasonally dry forests to changing climate and fire regimes , 2020 .

[25]  Charles W. McHugh,et al.  The Fire and Tree Mortality Database, for empirical modeling of individual tree mortality after fire , 2020, Scientific Data.

[26]  Courtney A. Schultz,et al.  Fire and climate change: conserving seasonally dry forests is still possible , 2020, Frontiers in Ecology and the Environment.

[27]  Matthew W. Jones,et al.  Fires prime terrestrial organic carbon for riverine export to the global oceans , 2020, Nature Communications.

[28]  D. Peterson,et al.  Wildfire and prescribed burning impacts on air quality in the United States , 2020, Journal of the Air & Waste Management Association.

[29]  H. Lambers,et al.  Soil-plant-atmosphere interactions: structure, function, and predictive scaling for climate change mitigation , 2020, Plant and Soil.

[30]  Matthew P. Thompson,et al.  Wildfire risk science facilitates adaptation of fire-prone social-ecological systems to the new fire reality , 2020, Environmental Research Letters.

[31]  R. Irizarry ggplot2 , 2019, Introduction to Data Science.

[32]  Brooke A. Cassell,et al.  Widespread severe wildfires under climate change lead to increased forest homogeneity in dry mixed‐conifer forests , 2019, Ecosphere.

[33]  R. T. Belote,et al.  Climate, Environment, and Disturbance History Govern Resilience of Western North American Forests , 2019, Front. Ecol. Evol..

[34]  K. Mattson,et al.  Forests in the northern Sierra Nevada of California, USA, store large amounts of carbon in different patterns , 2019, Ecosphere.

[35]  Paul D. Henne,et al.  A landscape model of variable social-ecological fire regimes , 2019, Ecological Modelling.

[36]  B. Hungate,et al.  Opinion: Managing for disturbance stabilizes forest carbon , 2019, Proceedings of the National Academy of Sciences.

[37]  C. Kolden We’re Not Doing Enough Prescribed Fire in the Western United States to Mitigate Wildfire Risk , 2019, Fire.

[38]  James C. Robertson,et al.  The missing fire: quantifying human exclusion of wildfire in Pacific Northwest forests, USA , 2019, Ecosphere.

[39]  C. Skinner,et al.  Regional and local controls on historical fire regimes of dry forests and woodlands in the Rogue River Basin, Oregon, USA , 2018, Forest Ecology and Management.

[40]  J. Foster,et al.  More than the sum of its parts: how disturbance interactions shape forest dynamics under climate change , 2018, Ecosphere.

[41]  A. Westerling,et al.  Large‐scale restoration increases carbon stability under projected climate and wildfire regimes , 2018 .

[42]  W. Horwath,et al.  Integrating effects of species composition and soil properties to predict shifts in montane forest carbon–water relations , 2018, Proceedings of the National Academy of Sciences.

[43]  D. Baldocchi,et al.  Inter-annual variability of net and gross ecosystem carbon fluxes: A review , 2018 .

[44]  J. Abatzoglou,et al.  TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015 , 2018, Scientific Data.

[45]  Pete Smith,et al.  Natural climate solutions , 2017, Proceedings of the National Academy of Sciences.

[46]  H. Epstein,et al.  Vulnerability to forest loss through altered postfire recovery dynamics in a warming climate in the Klamath Mountains , 2017, Global change biology.

[47]  Duncan C. Lutes,et al.  Predicting Post-Fire Tree Mortality for 12 Western US Conifers Using the First Order Fire Effects Model (FOFEM) , 2017 .

[48]  H. Epstein,et al.  Disequilibrium of fire-prone forests sets the stage for a rapid decline in conifer dominance during the 21st century , 2017, bioRxiv.

[49]  E. Reinhardt,et al.  An Evaluation of the Forest Service Hazardous Fuels Treatment Program—Are We Treating Enough to Promote Resiliency or Reduce Hazard? , 2017 .

[50]  Carl N. Skinner,et al.  Factors influencing fire severity under moderate burning conditions in the Klamath Mountains, northern California, USA , 2017 .

[51]  Julia A. Jones,et al.  Summer streamflow deficits from regenerating Douglas‐fir forest in the Pacific Northwest, USA , 2017 .

[52]  E. Kalies,et al.  Tamm Review: Are fuel treatments effective at achieving ecological and social objectives? A systematic review , 2016 .

[53]  M. Flechsig,et al.  Integrating parameter uncertainty of a process-based model in assessments of climate change effects on forest productivity , 2016, Climatic Change.

[54]  Peter H. Singleton,et al.  Tamm Review: Management of mixed-severity fire regime forests in Oregon, Washington, and Northern California , 2016 .

[55]  Paulo M. Fernandes,et al.  Empirical Support for the Use of Prescribed Burning as a Fuel Treatment , 2015, Current Forestry Reports.

[56]  C. Skinner,et al.  Effectiveness of fuel treatments for mitigating wildfire risk and sequestering forest carbon: A case study in the Lake Tahoe Basin , 2014 .

[57]  J. Abatzoglou,et al.  Evaluation of CMIP5 20th century climate simulations for the Pacific Northwest USA , 2013 .

[58]  D. Peterson,et al.  Wildfire and fuel treatment effects on forest carbon dynamics in the western United States , 2013 .

[59]  S. Stephens,et al.  The Effects of Forest Fuel-Reduction Treatments in the United States , 2012 .

[60]  Monica G. Turner,et al.  Consequences of spatial heterogeneity for ecosystem services in changing forest landscapes: priorities for future research , 2012, Landscape Ecology.

[61]  J. Abatzoglou,et al.  A comparison of statistical downscaling methods suited for wildfire applications , 2012 .

[62]  P. Bartlein,et al.  Long-term perspective on wildfires in the western USA , 2012, Proceedings of the National Academy of Sciences.

[63]  A. Taylor,et al.  The ecology of mixed severity fire regimes in Washington, Oregon, and Northern California , 2011 .

[64]  R. Scheller,et al.  Carbon Sequestration in the New Jersey Pine Barrens Under Different Scenarios of Fire Management , 2011, Ecosystems.

[65]  R. Birdsey,et al.  The effects of forest harvest intensity in combination with wind disturbance on carbon dynamics in Lake States Mesic Forests , 2011 .

[66]  J. Agee Fire History Along an Elevational Gradient in the Siskiyou Mountains, Oregon , 2009 .

[67]  B. Quayle,et al.  A Project for Monitoring Trends in Burn Severity , 2007 .

[68]  David J. Mladenoff,et al.  Design, development, and application of LANDIS-II, a spatial landscape simulation model with flexible temporal and spatial resolution , 2007 .

[69]  D. Mladenoff LANDIS and forest landscape models , 2004 .

[70]  Janet L. Ohmann,et al.  Predictive mapping of forest composition and structure with direct gradient analysis and nearest- neighbor imputation in coastal Oregon, U.S.A. , 2002 .

[71]  Frank K. Lake,et al.  The Role of Indigenous Burning in Land Management , 2001, Journal of Forestry.

[72]  Hong S. He,et al.  Spatial simulation of forest succession and timber harvesting using LANDIS. , 2000 .

[73]  W. Parton,et al.  Analysis of factors controlling soil organic matter levels in Great Plains grasslands , 1987 .

[74]  R. Whittaker Vegetation of the Siskiyou Mountains, Oregon and California , 1960 .

[75]  OUP accepted manuscript , 2022, BioScience.

[76]  Frank Kanawha Indigenous Fire Stewardship: Federal/Tribal Partnerships for Wildland Fire Research and Management , 2021 .

[77]  Huili Gong,et al.  Leaf area index retrieval with ICESat-2 photon counting LiDAR , 2021, Int. J. Appl. Earth Obs. Geoinformation.