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Compatible System for Predicting Total and Merchantable Stem Volume over and under Bark, Branch Volume and Whole-Tree Volume of Pine Species

Author:
Corral-Rivas, José Javier, Vega-Nieva, Daniel Jose, Rodríguez-Soalleiro, Roque, López-Sánchez, Carlos Antonio, Wehenkel, Christian, Vargas-Larreta, Benedicto, Álvarez-González, Juan Gabriel, Ruiz-González, Ana Daría
Source:
Forests 2017 v.8 no.11
ISSN:
1999-4907
Subject:
Pinus, autocorrelation, bark, bioenergy, carbon footprint, equations, forests, models, planning, prediction, sustainable forestry, tree trunk, trees, Mexico
Abstract:
Accurate quantification of branch volume in trees is important for sustainable forest management, especially as these fractions are increasingly used for bioenergy, and for precise forest CO<inf>2</inf> quantification. Whereas a large focus has been placed on the compatible estimation of tree taper and bole volume with and without bark, little effort has been made to develop models that allow a simultaneous prediction of these variables together with tree branch volume. In this study, 595 Pinus cooperi trees and 700 Pinus durangensis trees were sampled in pine-oak forests in the Sierra Madre Occidental, Mexico. A compatible system for predicting two segmented taper functions, over and under bark; the corresponding merchantable volumes; coarse branch volume and whole-tree volume was fitted using a modified continuous autoregressive structure to account for autocorrelation. The proposed compatible equations explained more than 97% of the observed variability in diameter over and under bark, volume over and under bark, and total tree volume and more than 64% of the observed variability in branch volume in both species. The method described can theoretically be replicated for any tree species, thus providing a better understanding of the patterns of volume distribution by components, potentially improving carbon accounting system and forest bioenergy planning.
Agid:
6488058