Temporal fuel dynamics following high-severity fire in dry mixed conifer forests of the eastern Cascades, Oregon, USA
Christopher J. Dunn A B and John D. Bailey AA College of Forestry, Oregon State University, 280 Peavy Hall, Corvallis, OR 97331, USA.
B Corresponding author. Email: chris.dunn@oregonstate.edu
International Journal of Wildland Fire 24(4) 470-483 https://doi.org/10.1071/WF13139
Submitted: 31 August 2013 Accepted: 31 December 2014 Published: 24 March 2015
Abstract
Fire-resilient landscapes require the recurrent use of fire, but successful use of fire in previously burned areas must account for temporal fuel dynamics. We analysed factors influencing temporal fuel dynamics across a 24-year spatial chronosequence of unmanipulated dry mixed conifer forests following high-severity fire. Duff and litter accumulated as bark sloughed from snags and leaves senesced from recovering vegetation, averaging 14.6 Mg ha–1 and 22.1 Mg ha–1 at our 24-year post-fire site, respectively. 1-h fuels increased linearly, averaging 1.1 Mg ha–1 at our 24-year post-fire site, with additions occurring from recovering vegetation. 10-h and 100-h fuels exhibited non-linear temporal trends, with maximum loadings occurring 14 years (3.9 Mg ha–1) and 18 years (10.5 Mg ha–1) post-fire, respectively. 1000-h fuel accumulation slowed after 20 years post-fire (reached 124.6 Mg ha–1), concurrently with ~90% snag fall and fragmentation. Maximum herbaceous fuel loading averaged 0.73 Mg ha–1 at our 5-year post-fire sites, but only averaged 0.02 Mg ha–1 at all sites thereafter. Live shrub biomass accumulation slowed after 21 years post-fire, averaging 14.3 Mg ha–1 at our 24-year post-fire site. Managers can use post-fire temporal fuel dynamics to help facilitate the restoration of fire regimes while mitigating undesirable fire effects.
References
Agee JK (1993) ‘Fire ecology of Pacific Northwest forests.’ (Island Press: Washington, DC)Agee JK, Huff MH (1987) Fuel succession in a western hemlock/Douglas-fir forest. Canadian Journal of Forest Research 17, 697–704.
| Fuel succession in a western hemlock/Douglas-fir forest.Crossref | GoogleScholarGoogle Scholar |
Agee JK, Skinner CN (2005) Basic principles of forest fuel reduction treatments. Forest Ecology and Management 211, 83–96.
| Basic principles of forest fuel reduction treatments.Crossref | GoogleScholarGoogle Scholar |
Ager AA, Finney MA, Kerns BK, Maffei H (2007) Modeling wildfire risk to northern spotted owl (Strix occidentalis caurina) habitat in central Oregon, USA. Forest Ecology and Management 246, 45–56.
| Modeling wildfire risk to northern spotted owl (Strix occidentalis caurina) habitat in central Oregon, USA.Crossref | GoogleScholarGoogle Scholar |
Albini FA, Reinhardt ED (1997) Improved calibration of a large fuel burnout model. International Journal of Wildland Fire 7, 21–28.
| Improved calibration of a large fuel burnout model.Crossref | GoogleScholarGoogle Scholar |
Attiwill P, Binkley D (2013) Exploring the mega-fire reality: a ‘Forest Ecology and Management’ conference. Forest Ecology and Management 294, 1–3.
| Exploring the mega-fire reality: a ‘Forest Ecology and Management’ conference.Crossref | GoogleScholarGoogle Scholar |
Bork BJ (1984) Fire history in three vegetation types on the eastern side of the Oregon Cascades.Ph.D. dissertation, Oregon State University, Corvallis.
Brown JK (1974) Handbook for inventorying downed woody material. USDA Forest Service, Intermountain Forest and Range Experimentation, General Technical Report GTR-INT-16. (Ogden, UT)
Brown JK (1978) Weight and density of crowns for Rocky Mountain conifers. USDA Forest Service Intermountain Forest and Range Experiment Station, Research Paper INT-197. (Ogden, UT)
Brown JK, Smith JK (2000) Wildland fire in ecosystems: effects of fire on flora. USDA Forest Service, Rocky Mountain Research Station, General Technical Report RMRS-GTR-42, Vol. 2. (Ogden, UT)
Calkin DE, Gebert KM, Jones JG, Neilson RP (2005) Forest Service large fire area burned and suppression expenditure trends, 1970–2002. Journal of Forestry 103, 179–183.
Campbell J, Donato D, Azuma D, Law B (2007) Pyrogenic carbon emission from a large wildfire in Oregon, United States. Journal of Geophysical Research 112, G04014
| Pyrogenic carbon emission from a large wildfire in Oregon, United States.Crossref | GoogleScholarGoogle Scholar |
Cline SP, Berg AB, Wright HM (1980) Snag characteristics and dynamics in Douglas-fir forests, western Oregon. The Journal of Wildlife Management 44, 773–786.
| Snag characteristics and dynamics in Douglas-fir forests, western Oregon.Crossref | GoogleScholarGoogle Scholar |
Collins BM, Miller JA, Thode AE, Kelly M, van Wagntendonk JW, Stephens SL (2009) Interactions among wildland fires in a long-established Sierra Nevada Natural Fire Area. Ecosystems 12, 114–128.
| Interactions among wildland fires in a long-established Sierra Nevada Natural Fire Area.Crossref | GoogleScholarGoogle Scholar |
Crickmore ID (2011) Interactions between forest insect activity and wildfire severity in the Booth and Bear Complex Fires, Oregon. MS thesis, University of Oregon, Eugene.
Dunn CJ, Bailey JD (2012) Temporal dynamics and decay of coarse wood in early seral habitats of dry mixed conifer forests in Oregon’s eastern Cascades. Forest Ecology and Management 276, 71–81.
| Temporal dynamics and decay of coarse wood in early seral habitats of dry mixed conifer forests in Oregon’s eastern Cascades.Crossref | GoogleScholarGoogle Scholar |
Franklin JF, Dyrness CT (1988) ‘Natural vegetation of Oregon and Washington.’ (Oregon State University Press: Corvallis, OR)
Government Accountability Office (2009) Wildland fire management: Federal agencies have taken important steps forward, but additional, strategic action is needed to capitalize on those steps. GAO-09–877 Washington, DC. Available at http://www.gao.gov/products/GAO-09-877 [verified 24 February 2015].
Hall SA, Burke IC, Hobbs NT (2006) Litter and dead wood dynamics in ponderosa pine forests along a 160-year chronosequence. Ecological Applications 16, 2344–2355.
| Litter and dead wood dynamics in ponderosa pine forests along a 160-year chronosequence.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BD2s%2FgvF2juw%3D%3D&md5=fd8b0fd3ea13a509902dd5b6e89eef9bCAS | 17205909PubMed |
Harmon ME, Franklin JF, Swanson FJ, Sollins P, Gregory SV, Lattin JD, Anderson NH, Cline SP, Aumen NG, Sedell JR, Lienkaemper GW, Cromack K, Cummins JR, Cummins KW (1986) Ecology of coarse woody debris in temperate ecosystems. Advances in Ecological Research 15, 133–302.
| Ecology of coarse woody debris in temperate ecosystems.Crossref | GoogleScholarGoogle Scholar |
Harmon ME, Woodall CW, Fasth B, Sexton J (2008) Woody detritus density and density reduction factors for tree species in the Unites States: a synthesis. USDA Forest Service, Northern Research Station, General Technical Report NRS-29. (Newtown Square, PA)
Hessburg PF, Salter RB, James KM (2007) Re-examining fire severity relations in premanagement-era mixed conifer forests: inferences from landscape patterns of forest structure. Landscape Ecology 22, 5–24.
| Re-examining fire severity relations in premanagement-era mixed conifer forests: inferences from landscape patterns of forest structure.Crossref | GoogleScholarGoogle Scholar |
Heyerdahl EK, Brubaker LB, Agee JK (2001) Spatial controls of historical fire regimes: a multiscale example from the interior west, USA. Ecology 82, 660–678.
| Spatial controls of historical fire regimes: a multiscale example from the interior west, USA.Crossref | GoogleScholarGoogle Scholar |
Hudec JL, Peterson DL (2012) Fuel variability following wildfire in forests in forests with mixed-severity fire regimes, Cascade Range, USA. Forest Ecology and Management 277, 11–24.
| Fuel variability following wildfire in forests in forests with mixed-severity fire regimes, Cascade Range, USA.Crossref | GoogleScholarGoogle Scholar |
Husch B, Miller CI, Beers TW (1993) ‘Forest mensuration.’ (Krieger Publishing Co.: Malabar, FL)
Hyde JC, Smith AM, Ottmar RD, Alvarado EC, Morgan P (2011) The combustion of sound and rotten coarse woody debris: a review. International Journal of Wildland Fire 20, 163–174.
| The combustion of sound and rotten coarse woody debris: a review.Crossref | GoogleScholarGoogle Scholar |
Jenkins JC, Chojnacky DC, Heath LS, Birdsey RA (2004) Comprehensive database of diameter-based biomass regressions for North American tree species. USDA Forest Service, Northeastern Research Station, General Technical Report NE-319. (Newtown Square, PA)
Johnson EA, Miyanishi K (2008) Testing the assumptions of chronosequences in succession. Ecology Letters 11, 419–431.
| Testing the assumptions of chronosequences in succession.Crossref | GoogleScholarGoogle Scholar | 18341585PubMed |
Keyser TL, Lentile LB, Smith FW, Shepperd WD (2008) Changes in forest structure following a mixed-severity wildfire in ponderosa pine forests of the Black Hills, SD, USA. Forest Science 54, 328–338.
Keyser TL, Smith FW, Shepperd WD (2009) Short-term impact of post-fire salvage logging on regeneration, hazardous fuel accumulation, and understory development in ponderosa pine forests of the Black Hills, SD, USA. International Journal of Wildland Fire 18, 451–458.
| Short-term impact of post-fire salvage logging on regeneration, hazardous fuel accumulation, and understory development in ponderosa pine forests of the Black Hills, SD, USA.Crossref | GoogleScholarGoogle Scholar |
Knapp EE, Keeley JE, Ballenger EA, Brennan TJ (2005) Fuel reduction and coarse woody debris dynamics with early season and late season prescribed fire in a Sierra Nevada mixed conifer forest. Forest Ecology and Management 208, 383–397.
| Fuel reduction and coarse woody debris dynamics with early season and late season prescribed fire in a Sierra Nevada mixed conifer forest.Crossref | GoogleScholarGoogle Scholar |
Larson AJ, Belote RT, Cansler CA, Parks SA, Dietz MS (2013) Latent resilience in ponderosa pine forest: effects of resumed frequent fire. Ecological Applications 23, 1243–1249.
| Latent resilience in ponderosa pine forest: effects of resumed frequent fire.Crossref | GoogleScholarGoogle Scholar | 24147398PubMed |
Lenihan JM, Backelet D, Nielson RP, Drapek R (2008) Response of vegetation distribution, ecosystem productivity, and fire to climate change scenarios for California. Climatic Change 87, 215–230.
| Response of vegetation distribution, ecosystem productivity, and fire to climate change scenarios for California.Crossref | GoogleScholarGoogle Scholar |
Lindenmayer DB, Blanchard W, McBurney L, Blair D, Banks S, Likens GE, Franklin JF, Laurance WF, Stein JA, Gibbons P (2012) Interacting factors driving a major loss of large trees with cavities in a forest ecosystem. PLoS ONE 7, e41864
| Interacting factors driving a major loss of large trees with cavities in a forest ecosystem.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XhsFaks7vP&md5=eab18af6a7bc4b6d125826178a5712a0CAS | 23071486PubMed |
Littell JS, Oneil EE, McKenzie D, Hicke JA, Lutz JA, Norheim RA, Elsner MM (2010) Forest ecosystems, disturbance, and climatic change in Washington State, USA. Climatic Change 102, 129–158.
| Forest ecosystems, disturbance, and climatic change in Washington State, USA.Crossref | GoogleScholarGoogle Scholar |
Maser C, Anderson RG, Cromack K, Williams JT, Martin RE (1979) Dead and down woody material. In ‘Wildlife habitats in managed forests: the Blue Mountains of Oregon and Washington’. (Ed. JW Thomas) USDA Forest Service, Pacific Northwest Forest and Range Experiment Station, Agriculture Handbook No. 553 pp. 78–95. (Portland, OR). Available at http://www.treesearch.fs.fed.us/pubs/6630 [verified 23 February 2015].
McGinnis TW, Keeley JE, Stephens SL, Roller GB (2010) Fuel build-up and potential fire behavior after stand-replacing fires, logging fire-killed trees and herbicide shrub removal in Sierra Nevada forests. Forest Ecology and Management 260, 22–35.
| Fuel build-up and potential fire behavior after stand-replacing fires, logging fire-killed trees and herbicide shrub removal in Sierra Nevada forests.Crossref | GoogleScholarGoogle Scholar |
Means JE, Hansen HA, Koerper GJ, Alaback PB, Klopsch MW (1994) Software for computing plant biomass –BioPak Users’ guide. USDA Forest Service, Pacific Northwest Research Station, General Technical Report PNW-GTR-340. (Portland, OR)
Meigs GW, Donato DC, Campbell JL, Martin JG, Law BE (2009) Forest fire impacts on carbon uptake, storage, and emission: the role of burn severity in the eastern Cascades, Oregon. Ecosystems 12, 1246–1267.
| Forest fire impacts on carbon uptake, storage, and emission: the role of burn severity in the eastern Cascades, Oregon.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXhsFyku73F&md5=c54e4e73731d16217145eff0e293b36cCAS |
Miller JD, Safford HD, Crimmins M, Thode AE (2009) Quantitative evidence of increasing forest fire severity in the Sierra Nevada and southern Cascade Mountains, California and Nevada, USA. Ecosystems 12, 16–32.
| Quantitative evidence of increasing forest fire severity in the Sierra Nevada and southern Cascade Mountains, California and Nevada, USA.Crossref | GoogleScholarGoogle Scholar |
Monsanto PG, Agee JK (2008) Long-term post-wildfire dynamics of coarse woody debris after salvage logging and implications for soil heating in dry forests of the eastern Cascades, Washington. Forest Ecology and Management 255, 3952–3961.
| Long-term post-wildfire dynamics of coarse woody debris after salvage logging and implications for soil heating in dry forests of the eastern Cascades, Washington.Crossref | GoogleScholarGoogle Scholar |
Murtaugh PA (2009) Performance of several variable-selection methods applied to real ecological data. Ecology Letters 12, 1061–1068.
| Performance of several variable-selection methods applied to real ecological data.Crossref | GoogleScholarGoogle Scholar | 19702634PubMed |
Nagel TA, Taylor AH (2005) Fire and persistence of montane chaparral in mixed conifer forest landscapes in the northern Sierra Nevada, Lake Tahoe Basin, California, USA. The Journal of the Torrey Botanical Society 132, 442–457.
| Fire and persistence of montane chaparral in mixed conifer forest landscapes in the northern Sierra Nevada, Lake Tahoe Basin, California, USA.Crossref | GoogleScholarGoogle Scholar |
North M, Collins BM, Stephens SL (2012) Using fire to increase the scale, benefits, and future maintenance of fuels treatments. Journal of Forestry 110, 392–401.
| Using fire to increase the scale, benefits, and future maintenance of fuels treatments.Crossref | GoogleScholarGoogle Scholar |
Odion DC, Frost EJ, Strittholt JR, Jiang H, Dellasala DA, Moritz MA (2004) Patterns of fire severity and forest conditions in the western Klamath Mountains, California. Conservation Biology 18, 927–936.
| Patterns of fire severity and forest conditions in the western Klamath Mountains, California.Crossref | GoogleScholarGoogle Scholar |
Omernik JM (1987) Ecoregions of the conterminous United States. Annals of the Association of American Geographers. Association of American Geographers 77, 118–125.
| Ecoregions of the conterminous United States.Crossref | GoogleScholarGoogle Scholar |
Parks CG, Bull EL, Torgersen TR (1997) Field guide for the identification of snags and logs in the interior Columbia River Basin. USDA Forest Service, Pacific Northwest Research Station, General Technical Report PNW-GTR-390. (Portland, OR)
Parks SA, Miller C, Nelson CR, Holden ZA (2014) Previous fires moderate burn severity of subsequent wildland fires in two large western US wilderness areas. Ecosystems 17, 29–42.
| Previous fires moderate burn severity of subsequent wildland fires in two large western US wilderness areas.Crossref | GoogleScholarGoogle Scholar |
Parsons DJ (1978) Fire and fuel accumulation in a giant sequoia forest. Journal of Forestry 76, 104–105.
Perry DA, Hessburg PF, Skinner CN, Spies TA, Stephens SL, Taylor AH, Franklin JF, McComb B, Riegel G (2011) The ecology of mixed-severity fire regimes in Washington, Oregon, and northern California. Forest Ecology and Management 262, 703–717.
| The ecology of mixed-severity fire regimes in Washington, Oregon, and northern California.Crossref | GoogleScholarGoogle Scholar |
R Core Team (2013). R: A language and environment for statistical computing. (R Foundation for Statistical Computing: Vienna, Austria). Available at http://www.R-project.org/ [verified 23 February 2015].
Ramsey F, Shafer D (2002) ‘The statistical sleuth: a course in methods of data analysis.’ (Thompson Learning Inc.: Pacific Grove, CA)
Reinhardt EG, Brown JK, Filcher WA, Graham RT (1991) Woody fuel and duff consumption by prescribed fire in northern Idaho mixed-conifer logging slash. USDA Forest Service, Intermountain Research Station, Research Paper INT-443. (Ogden, UT)
Ritchie MW, Knapp EE, Skinner CN (2013) Snag longevity and surface fuel accumulation following post-fire logging in a ponderosa pine dominated forest. Forest Ecology and Management 287, 113–122.
| Snag longevity and surface fuel accumulation following post-fire logging in a ponderosa pine dominated forest.Crossref | GoogleScholarGoogle Scholar |
Rothermel RC (1972) A mathematical model for predicting fire spread in wildland fuels. USDA Forest Service, Intermountain Forest and Range Experiment Station, Research Paper INT-RP-115. (Ogden, UT)
SAS Institute Inc (2010) ‘SAS 9.3.’ (Cary, NC)
Seidl R, Rammer W, Spies TA (2014) Disturbance legacies increase the resilience of forest ecosystem structure, composition and functioning. Ecological Applications 24, 2063–2077.
| Disturbance legacies increase the resilience of forest ecosystem structure, composition and functioning.Crossref | GoogleScholarGoogle Scholar |
Sessions J (2004) Hastening the return of complex forests following fire: the consequences of delay. Journal of Forestry 102, 38–45.
Spies TA, Hemstrom MA, Youngblood A, Hummel S (2006) Conserving old-growth forest diversity in disturbance-prone landscapes. Conservation Biology 20, 351–362.
| Conserving old-growth forest diversity in disturbance-prone landscapes.Crossref | GoogleScholarGoogle Scholar | 16903096PubMed |
Stephens SL (2005) Forest fire causes and extent on United States forest service lands. International Journal of Wildland Fire 14, 213–222.
| Forest fire causes and extent on United States forest service lands.Crossref | GoogleScholarGoogle Scholar |
Thompson JT, Spies TA, Ganio LM (2007) Reburn severity in managed and unmanaged vegetation in a large wildfire. Proceedings of the National Academy of Sciences of the United States of America 104, 10 743–10 748.
| Reburn severity in managed and unmanaged vegetation in a large wildfire.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2sXnt1ylurk%3D&md5=27bc470536fe0eec0b38395982f8b781CAS |
Tinker DB, Knight DH (2000) Coarse woody debris following fire and logging in Wyoming lodgepole pine forests. Ecosystems 3, 472–483.
| Coarse woody debris following fire and logging in Wyoming lodgepole pine forests.Crossref | GoogleScholarGoogle Scholar |
Turner MG (2010) Disturbance and landscape dynamics in a changing world. Ecology 91, 2833–2849.
| Disturbance and landscape dynamics in a changing world.Crossref | GoogleScholarGoogle Scholar | 21058545PubMed |
USDA Forest Service (2011) Region Five ecological restoration: leadership intent. USDA Forest Service, Pacific Southwest Region, R5-MR-048. (McClellan, CA)
Uzoh FC, Skinner CN (2009) Effects of creating two forest structures and using prescribed fire on coarse woody debris in north-eastern California, USA. Fire Ecology 5, 1–13.
| Effects of creating two forest structures and using prescribed fire on coarse woody debris in north-eastern California, USA.Crossref | GoogleScholarGoogle Scholar |
van Wagtendonk JW (2007) The history and evolution of wildland fire use. Fire Ecology 3, 3–17.
| The history and evolution of wildland fire use.Crossref | GoogleScholarGoogle Scholar |
van Wagtendonk JW, Sydoriak C (1987) Fuel accumulation rates after prescribed fires in Yosemite National Park. In ‘Ninth Conference on Fire and Forest Meteorology’, 21–24 April 1987, San Diego, CA. Preprint Vol. pp. 101–105. (American Meteorological Society: Boston, MA)
Volland LA (1985) Plant associations of the Central Oregon Pumice Zone. USDA Forest Service, Pacific Northwest Region, R6-ECOL-104-1982. (Portland, OR)
Weatherspoon CP, Skinner CN (1995) An assessment of factors associated with damage to tree crowns from the 1987 wildfires in northern California. Forest Science 41, 430–451.
Weaver H (1943) Fire as an ecological and silvicultural factor in the ponderosa pine region of the Pacific Slope. Journal of Forestry 41, 7–14.
Westerling AL, Hidalgo HG, Cayan DR, Swetnam TW (2006) Warming and earlier spring increase western US forest wildfire activity. Science 313, 940–943.
| Warming and earlier spring increase western US forest wildfire activity.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XotFCitbo%3D&md5=5148f8496efb4e5e78e7ee6c837fd85bCAS | 16825536PubMed |
Westerling AL, Bryant BP, Preisler HK, Holmes TP, Hidalgo HG, Das T, Shrestha SR (2011) Climate change and growth scenarios for California wildfire. Climatic Change 109, 445–463.
| Climate change and growth scenarios for California wildfire.Crossref | GoogleScholarGoogle Scholar |
Woodall C, Monleon VJ (2007) Sampling protocol, estimation, and analysis procedures for the Down Woody Materials Indicator of the FIA Program. USDA Forest Service, Northern Research Station, General Technical Report NRS-22 (Newtown Square, PA)