Effects of Insect Damage and Previous Fires on Burn Severity in the Happy Camp Complex Forest Fire Student: Dan Belle Advisor: Dr. Alan Taylor GEOG596A 11 May 2015
Presentation Overview Background Goals and Objectives Data and Data Availability (MTBS) Initial Analysis Initial Analysis Results and Discussion Proposed Future Analysis
Forest Fire Background Forrest fires are complex – several determinants of behavior Chiefly Fuels, Topography, Weather Many variables influence those determinants: Wind (speed/direction) Humidity Previous Fires Aspect Elevation Slope Cover variability Burn Period And the list goes on… Happy Camp Fire Credit: Kari Greer
Old Fires and Insects Previous fires can influence the severity and distribution of new ones Can alter vegetation patterns and species Areas burned at high severity more prone to high severity burns Effect diminishes with time Previously burned areas may exclude reburns Effects can be masked/ overridden by other variables (e.g., severe weather) Effect of insect damage less clear Seems like it would increase flammability, but… Some studies find no significant link Other studies suggest damaged areas are less prone to severe burns Beetle Killed Conifers Source: USGS
Background: Happy Camp Complex Fire Relatively large fire in Klamath National Forest (Northern CA) Ignited by lightning End of dry season, compounded by drought Burned ~135k acres, Aug-Oct 2014 Predominantly mixed conifer forests Area previously burned in 1987, 1999 (not including small fires) Previous insect damage as identified by USDA aerial surveys Fire From Collins Baldy Lookout 9/5/2014 Credit: Joshua Veal
Data Availability
Project Goals and Objectives Examine influence of previous fires and insect damage on Happy Camp fire severity Identify and acknowledge influence of other determinants Use visuals, tables to conduct analysis, express results Intended audience is general – intend to keep language and techniques approachable End state is a published paper, rather than a presentation
MTBS Data Described Multi year, multi agency project (1984-present) Provides consistent 30m resolution burn severity Analysis uses pre-fire and post-fire Landsat images Differenced Normalized Burn Ratio (dNBR) Measures change in specific bands Used to produced severity raster Source: USGS
Initial Analysis Methodology Analysis method based on paper by van Wagtendonk (2011) Clipped previous fire severity rasters and Happy Camp fire severity raster to equal sized areas Used raster algebra to create further rasters (old fire data) severity categories within happy camp severity categories Clipped Happy Camp Severity rasters by insect damage zones Report results in tables
Result Tables Table at right suggest correlation between high severity old burns and high severity new burns Insect table (below) inconclusive by itself
Proportions of Burn Severity Categories Numbers of acres in tables helpful, but graphics are more clear Created pie charts from Happy Camp severity data Happy Camp as a whole Happy Camp severity data with boundaries of old fires Happy Camp severity data within each insect damage category Useful for visualizing which regions burned more or less severely than overall fire
Initial Results
Results
Results of Initial Analysis Many variables at play – no “smoking gun” Other variables (weather, vegetation, suppression efforts) may have masked effects of fire, insects Effects of previous fires strong in some areas, weak in others Literature supports positive correlation Effects of insect damage weak and inconclusive Literature supports nonexistent of negative correlation Is dNBR accurate in reading insect damaged areas?
Further Steps & Timeline Examine other variables (i.e., terrain, fuel, weather) Why did areas with similar fire history burn so differently? Perform analysis to get at causes Could incorporate regression analysis – not currently planned Going forward, will work to improve graphics/visuals, fire narrative Proposed Timeline Now – June: Continue fire research, analyze other causes June-July: Refine paper August: Submit paper for publication
References Bourbonnais, M. L., Nelson, T. A., & Wulder, M. A. (2014). Geographic analysis of the impacts of mountain pine beetle infestation on forest fire ignition. The Canadian Geographer / Le Géographe Canadien, 58(2), Eidenshink, J., Schwind, B., Brewer, K., Zhu, Z., Quayle, B., & Howard, S. (2007). A project for monitoring trends in burn severity. Fire Ecology, 3(1), doi: /fireecology Hoffman, C. M., Linn, R., Parsons, R., Sieg, C., & Winterkamp, J. (2015). Modeling spatial and temporal dynamics of wind flow and potential fire behavior following a mountain pine beetle outbreak in a lodgepole pine forest. Agricultural and Forest Meteorology, 204, Monitoring Trends in Burn Severity. (2015). MTBS [Data File]. Retrieved from National Wildfire Coordinating Group. (2014). Happy Camp Complex. Retrieved from Odion, D. C., Moritz, M. A., & DellaSala, D. A. (2010). Alternative community states maintained by fire in the Klamath Mountains, USA. The Journal of Ecology, 98(1), 96. Simard, M., Romme, W. H., Griffin, J. M., & Turner, M. G. (2011). Do mountain pine beetle outbreaks change the probability of active crown fire in lodgepole pine forests? Ecological Monographs, 81(1), Taylor, A. H., & Skinner, C. N. (1998). Fire history and landscape dynamics in a late-successional reserve, Klamath Mountains, California, USA. Forest Ecology and Management, 111(2), Thompson, J. R., & Spies, T. A. (2010). Factors associated with crown damage following recurring mixed-severity wildfires and post- fire management in southwestern Oregon. Landscape Ecology, 25(5), Thompson, J. R., Spies, T. A., & Ganio, L. M. (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(25), United States Department of Agriculture. (2015). IDS [Data File]. Retrieved from United States Geological Survey. (2015) Historic Fire Data [Data File]. Retrieved from van Wagtendonk, K. (2011). Fires in Previously Burned Areas: Fire Severity and Vegetation Interactions in Yosemite National Park. Rethinking Protected Areas in a Changing World: Proceedings of the 2011 George Wright Society Conference on Parks, Protected Areas, and Cultural Sites, 356–362. Weatherspoon, C.P., & Skinner, C.N. (1995). An Assessment of Factors Associated with Damage to Tree Crowns from the 1987 Wildfires in Northern California. Forest Science 41(3): United States Department of Agriculture. (2008). CONUS Forest Type [Data File]. Retrieved from
Acknowledgements Dr. Alan Taylor
Questions Night Fire Beyond Happy Camp