Fuels and Fire Behavior in a Sierra Nevada Mixed-Conifer Forest

After a past history of fire suppression, California’s forests face increased fire risk from the buildup of fuels. The objective of the study is to develop custom fuel models for the area and to determine whether fuel loads differ significantly by dominant species, and whether measured fuel loads di...

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Published inJournal of Forest and Environmental Science Vol. 41; no. 1; pp. 29 - 49
Main Authors Christal Johnson, Sophan Chhin, Jianwei Zhang
Format Journal Article
LanguageEnglish
Published 산림과학연구소 31.03.2025
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ISSN2288-9744
2288-9752

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Abstract After a past history of fire suppression, California’s forests face increased fire risk from the buildup of fuels. The objective of the study is to develop custom fuel models for the area and to determine whether fuel loads differ significantly by dominant species, and whether measured fuel loads differ from the closest standard fuel models. Measurements of fuel loads suggested that stands dominated by a sugar pine (Pinus lambertiana) had significantly higher loads of fine fuels than ponderosa pine (Pinus ponderosa). Based on fire modeling, sugar pine may also show more severe fire behavior than ponderosa. Standard fuel models did not closely correspond to the custom fuel models in either fuel loads or predicted fire behavior, suggesting a need for further development of new fuel models. Existing fuel models fail to reflect the fuel loads measured in Lassen National Forest, and lead to different predictions of fire behavior. Evidence also suggests that fuel loads and fuel bed density differ based on species composition. This study also highlights the possible under-prediction bias found in many custom fuel models and models of crown fires. More detailed measurements of ladder fuels and crown characteristics are required for more accurate modeling of crown fire behavior.
AbstractList After a past history of fire suppression, California’s forests face increased fire risk from the buildup of fuels. The objective of the study is to develop custom fuel models for the area and to determine whether fuel loads differ significantly by dominant species, and whether measured fuel loads differ from the closest standard fuel models. Measurements of fuel loads suggested that stands dominated by a sugar pine (Pinus lambertiana) had significantly higher loads of fine fuels than ponderosa pine (Pinus ponderosa). Based on fire modeling, sugar pine may also show more severe fire behavior than ponderosa. Standard fuel models did not closely correspond to the custom fuel models in either fuel loads or predicted fire behavior, suggesting a need for further development of new fuel models. Existing fuel models fail to reflect the fuel loads measured in Lassen National Forest, and lead to different predictions of fire behavior. Evidence also suggests that fuel loads and fuel bed density differ based on species composition. This study also highlights the possible under-prediction bias found in many custom fuel models and models of crown fires. More detailed measurements of ladder fuels and crown characteristics are required for more accurate modeling of crown fire behavior. KCI Citation Count: 0
After a past history of fire suppression, California’s forests face increased fire risk from the buildup of fuels. The objective of the study is to develop custom fuel models for the area and to determine whether fuel loads differ significantly by dominant species, and whether measured fuel loads differ from the closest standard fuel models. Measurements of fuel loads suggested that stands dominated by a sugar pine (Pinus lambertiana) had significantly higher loads of fine fuels than ponderosa pine (Pinus ponderosa). Based on fire modeling, sugar pine may also show more severe fire behavior than ponderosa. Standard fuel models did not closely correspond to the custom fuel models in either fuel loads or predicted fire behavior, suggesting a need for further development of new fuel models. Existing fuel models fail to reflect the fuel loads measured in Lassen National Forest, and lead to different predictions of fire behavior. Evidence also suggests that fuel loads and fuel bed density differ based on species composition. This study also highlights the possible under-prediction bias found in many custom fuel models and models of crown fires. More detailed measurements of ladder fuels and crown characteristics are required for more accurate modeling of crown fire behavior.
Author Jianwei Zhang
Sophan Chhin
Christal Johnson
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  fullname: Christal Johnson
  organization: (Pacific Northwest Research Station, Forest Service, United States Department of Agriculture, Corvallis, OR 97330, USA)
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  fullname: Sophan Chhin
  organization: (Division of Forestry and Natural Resources, West Virginia University, Morgantown, WV 26506, USA)
– sequence: 3
  fullname: Jianwei Zhang
  organization: (Pacific Southwest Research Station, Forest Service, United States Department of Agriculture, Redding, CA 96002, USA)
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Keywords fire management
fire behavior
Pinus ponderosa
Pinus lambertiana
restoration
Sierra Nevada
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Snippet After a past history of fire suppression, California’s forests face increased fire risk from the buildup of fuels. The objective of the study is to develop...
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TableOfContents Abstract Introduction Materials and Methods Study site Data collection and processing BehavePlus modeling Results Fuel loads Stand structure and fuels Surface fire Crown fire Discussion Fuel loads and stand structure Surface fire Crown fire Economic aspects Conclusions Acknowledgements References APPENDIX – EQUATIONS
Title Fuels and Fire Behavior in a Sierra Nevada Mixed-Conifer Forest
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