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Segmented Polynomial Regression Applied to Taper Equations

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Abstract:

The shape of various segments of tree boles approximate different geometric solids. The lower bole portion is generally assumed to be a neiloid frustum, the middle a paraboloid frustum, and the upper portion a cone. To describe stem taper throughout the bole, a set of submodels can be used. When these submodels are taken to be polynomial models, the techniques of segmented polynomial regression can be applied. Data from plantation and natural stands of loblolly pine were used as examples to compare three segmented polynomial regression models and a previously proposed single quadratic model for ability to describe tree taper. Results of hypothesis tests and analyses with an independent data set showed the segmented polynomial regression models with three submodels to be the best model tested for predicting taper in loblolly pines. Forest Sci. 22:283-289.

Keywords: Forest measurement; Pinus taeda; nonlinear least squares

Document Type: Journal Article

Affiliations: Associate Professor, Department of Forestry and Forest Products, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061

Publication date: September 1, 1976

More about this publication?
  • Forest Science is a peer-reviewed journal publishing fundamental and applied research that explores all aspects of natural and social sciences as they apply to the function and management of the forested ecosystems of the world. Topics include silviculture, forest management, biometrics, economics, entomology & pathology, fire & fuels management, forest ecology, genetics & tree improvement, geospatial technologies, harvesting & utilization, landscape ecology, operations research, forest policy, physiology, recreation, social sciences, soils & hydrology, and wildlife management.
    Forest Science is published bimonthly in February, April, June, August, October, and December.

    2015 Impact Factor: 1.702
    Ranking: 16 of 66 in forestry

    Also published by SAF:
    Journal of Forestry
    Other SAF Publications
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