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Influences of Changing Disturbance Regimes on Forest Structure in Southern Appalachian Landscapes: John Waldron Charles Lafon, David Cairns, Robert Coulson, Maria Tchakerian, Kier Klepzig Photo Credit: C. Lafon
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Photo Credit: T. Waldrop
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Causes of Fire: 1. Prehuman: > 12,000 BP ● Lightning 2. Early Prehistoric: 12,000 BP – 1000 AD ● Lightning ● Humans- ??? 3. Late Prehistoric: 1,000 AD – 1600 AD ● Lightning ● Humans- Low Elev. Terraces & Bottomlands, Maize, Settlements 4. Early Historic: 1600 AD – 1886 AD ● Lightning ● Humans- Agriculture, Small Settlements 5. Late Historic: 1840 AD – 1920 AD ● Humans (Logging/Land Clearing) ● Lightning 6. Contemporary: 1920 AD - Present ● Lightning ● Humans (Arson, Prescribed Burning)
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LANDIS LANDIS was developed, and continues to be developed, by David Mladenoff & a team of researchers from both the University of Wisconsin & the USDA Forest Service
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LANDIS (LANdscape DIsturbance and Succession) is designed to meet the following specifications: ● Raster (cell) based ● operates regionally with cell sizes ranging from 10- 500m ● simulates successional dynamics at 10-year intervals ● simulates forest change at the species level ● simulates disturbances by wind, fire, insect/disease and harvesting ● simulates the interaction between succession and disturbances simultaneously
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LANDIS Limitations: ● Cannot model process occurring between individual trees ● Cannot model process below ten-year intervals ● No direct consideration of soil type, elevation, topography. ● Limited to 30 species ● Does not distinguish between overstory and understorey ● Only models trees: A perfect world with no Kudzu, Oriental Bittersweet, Mt. Laurel, Rhododendron, etc…
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1. Determine the LANDTYPE CLASSES (LC) for the project area 2. Create a SPECIES FILE (SF) -Contains information regarding attributes of each species included 3. Create a SPECIES COMPOSITION FILE (SCF) -Listing of communities of species from the SF that are found within each LC 4. Create a SPECIES COMPOSITION MAP (SCM) -A raster map reflecting locations of communities in the SCF 5. Create a FIRE DISTURBANCE FILE (FDF) -This contains information about FIRE
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Great Smoky Mountains National Park
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1 7810911 3456 12 131415161718 2 18 Landtype Classes: Moisture & Elevation Gradient
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1. Determine the LANDTYPE CLASSES (LC) for the project area 2. Create a SPECIES FILE (SF) -Contains information regarding attributes of each species included 3. Create a SPECIES COMPOSITION FILE (SCF) -Listing of communities of species from the SF that are found within each LC 4. Create a SPECIES COMPOSITION MAP (SCM) -A raster map reflecting locations of communities in the SCF 5. Create a FIRE DISTURBANCE FILE (FDF) -This contains information about FIRE
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Dead hemlock creating opening in canopy for Shade Intolerant species
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Dispersal: Table Mountain Pine Photo Credit: C. Lafon
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Dispersal: Red Oak
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Fire Tolerance: Pitch pine
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1. Determine the LANDTYPE CLASSES (LC) for the project area 2. Create a SPECIES FILE (SF) -Contains information regarding attributes of each species included 3. Create a SPECIES COMPOSITION FILE (SCF) -Listing of communities of species from the SF that are found within each LC 4. Create a SPECIES COMPOSITION MAP (SCM) -A raster map reflecting locations of communities in the SCF 5. Create a FIRE DISTURBANCE FILE (FDF) -This contains information about FIRE
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#Red Oak# #abiefras#1000000000000000 #acerrubr#1000000000000000 #acersacc#100000000000000000000 #aescocta#100000000000000000000 #betulent#100000000000000000000 #betulute#1000000000000000000000000000000 #caryglab#1000000000000000000000000000000 #carytome#100000000000000000000 #fagugran#1000000000000000000000000000000 #halecaro#10000000000 #lirituli#1000000000000000000000000000000 #magnfras#10000000 #nysssylv#100000000000000000000 #oxydarbo#10000000000 #picerube#100000000000000000000000000000000000000000000 #pinuechi#1000000000000000000000000000000 #pinupung#10000000000000000000000000 #pinurigi#100000000000000000000 #pinustro#10000000000000000000000000000000000000000 #pinuvirg#10000000000 #prunpenn#1000 #prunsero#100000000000000000000 #queralba# 1100000000000000000000000000000000001000000000 #quercocc#10000000000000 #querprin#100000000000000000000000000000000000 #querrubr#1000000000000000000000000000000 #quervelu#1000000000000000 #robipseu#10000000000 #tilihete#10000000000000000000000000 #tsugcana#1000000000000000000000000000000000000000000000 Used Individual Species Distributions rather than communities
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1. Determine the LANDTYPE CLASSES (LC) for the project area 2. Create a SPECIES FILE (SF) -Contains information regarding attributes of each species included 3. Create a SPECIES COMPOSITION FILE (SCF) -Listing of communities of species from the SF that are found within each LC 4. Create a SPECIES COMPOSITION MAP (SCM) -A raster map reflecting locations of communities in the SCF 5. Create a FIRE DISTURBANCE FILE (FDF) -This contains information about FIRE
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Coves Canyons Sheltered Slopes NW-ESE-WRidges Peaks Flats Draws ravines 3000’ 4500’ MesicXeric
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1. Determine the LANDTYPE CLASSES (LC) for the project area 2. Create a SPECIES FILE (SF) -Contains information regarding attributes of each species included 3. Create a SPECIES COMPOSITION FILE (SCF) -Listing of communities of species from the SF that are found within each LC 4. Create a SPECIES COMPOSITION MAP (SCM) -A raster map reflecting locations of communities in the SCF 5. Create a FIRE DISTURBANCE FILE (FDF) -This contains information about FIRE
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FIRE 1.Fire is dependant on LandTypes a. Ignition Ignition Density b. Initiation Time Since Last Fire c. Spread Cardinal Directions Maximum Fire Size Barriers 2.Fire is a bottom-up process
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12 #landtype name# 5 #mean fire return interval# 0.0448 #fire ignition density# 5 #MFS# 0.001#STD# 10 #last fire disturbance# 10 30 60 120 130#fire curve# 2 3 4 5 5 #fire severity classes# Fire (example)
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Some Preliminary results
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Coves Canyons Sheltered Slopes NW-ESE-WRidges Peaks Flats Draws ravines 3000’ 4500’ MesicXeric DiversitySpecialization
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Low Elevation Coves/Canyons (No Fire)
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Low Elevation Coves/Canyons (Fire)
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Low Elevation NW-E Facing Slopes (No Fire)
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Low Elevation NW-E Facing Slopes (Fire)
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Low Elevation Ridges & Peaks (No Fire)
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Low Elevation Ridges & Peaks (Fire)
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Pitch Pine Forest 1911
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Mid Elevation Coves/Canyons (No Fire)
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Mid Elevation Coves/Canyons (Fire)
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Mid Elevation SE-W Facing Slopes (No Fire)
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Mid Elevation SE-W Facing Slopes (Fire)
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Mid Elevation Ridges & Peaks (No Fire)
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Mid Elevation Ridges & Peaks (Fire)
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Southwest section of Big Ridge – beginning to get hot Photo Credit: T. Waldrop
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One day after burning at Big Ridge Photo Credit: T. Waldrop
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Cones open and drop seed almost immediately after burning Photo Credit: T. Waldrop
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Six months after burning, seedling are thick in some areas Photo Credit: T. Waldrop
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Conclusions: Fire is instrumental in shaping the vegetation structure of the Southern Appalachians. Further testing is needed to delineate prehistoric fire regimes in order to adequately restore fire processes.
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Future Work: Actually a first step in a project on restoring areas that have been Decimated by Southern Pine Beetle -Parameterize LANDIS BDA for SPB -Determine patterns and impacts of SPB disturbance -Model restoration scenarios with and without fire
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Acknowledgements: Project Team: Charles Lafon, David Cairns, Bob Coulson, Kier Klepzig, Maria Tchakerian Henry McNab, David Loftis: Bent Creek Experimental Forest Jim Vose: Coweeta Hydrologic Lab Brian Sturtevant : North Central Forest Experiment Station Rob Scheller: University of Wisconsin
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THANK YOU
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