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Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate University of Montana College of Forestry and Conservation

Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

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Page 1: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the

Inland Northwest

Brian R. TurnquistM.S. Candidate

University of MontanaCollege of Forestry and Conservation

Page 2: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

What kind of prediction equations are out there? National, Regional, and Local

Tree and stand level Predictions for tree-level component weights such as branches, foliage, stem, stem bark, etc. Found in research papers, technical reports

Papers which act as compilations of many biomass equations

Jenkins et al. (2004), TerMikaelian & Korzukhin (1997)

Page 3: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Weight and Density of Crowns of Rocky Mountain Conifers

Brown (1978)

Describes crown allometries for 11 species

Weighed the entire tree crown, and estimated component proportions

Used data from 2 previous studies (Storey (1955) & Fahnestock (1960))

Produced equations which use DBH, height, and crown ratio (these variables are sometimes log transformed)

Page 4: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

National-Scale Biomass Estimators for United States Tree SpeciesJenkins et al. (2003)

Provides prediction equations for species groupings for use across the country

Trees were not sampled, rather a compilation of prediction equations was used

Pseudo-data was created, and regression equations produced

Page 5: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate
Page 6: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Methods

Page 7: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate
Page 8: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Analysis of differences between equation predictions and RBS estimates

Positive differences = under-predictionNegative differences = over-prediction

RBS field estimate

Brown’s equation prediction

Jenkins’ equation prediction

Page 9: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Results

Sampling Region

Page 10: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Site Conditions

Page 11: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Ponderosa Pine

Page 12: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate
Page 13: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Differences between equation predictions and RBS field estimates for ponderosa pine

Page 14: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Differences from Brown (1978) equation predictions

LP PP

WLDF

Page 15: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Differences between equation predictions and RBS field estimates for ponderosa pine

Page 16: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Differences from Jenkins (2003) equation predictions

DF

LP

WL

PP

Page 17: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Discussion

Page 18: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Differences in Crown and Stem Definitions

Storey et al. (1955)

Page 19: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

2 lbs

12 lbs

12 inch

Page 20: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate
Page 21: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Conclusions

These equations are biased, and shouldn’t be used without these bias correction models Some of the bias can be associated with a few differences in sampling methods, methods of equation creation The amount of bias present could have immense impacts on management decisions Creation of new equations for use in this region is an appropriate next step

Page 22: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

Acknowledgments

David AffleckJohn GoodburnINGY membersSpokane Tribe of IndiansPlum CreekSalish-Kootenai TribesCoeur d’ alene TribesJoint Fire Science ProgramRyan, Jamie, Kagan, Eric,

Jesse, Shane, Alex

Page 23: Systematic Error Trends of Existing Crown Biomass Equations for the Major Commercial Conifers of the Inland Northwest Brian R. Turnquist M.S. Candidate

RBS Sampling Schematic

Stem Diameter

1 meter

Branch Diameters

x1,0

x1,1

x1,2

x1,3

x1,4