RT Journal Article T1 Compatible System for Predicting Total and Merchantable Stem Volume over and under Bark, Branch Volume and Whole-Tree Volume of Pine Species A1 Corral Rivas, José Javier A1 Vega Nieva, Daniel José A1 Rodríguez Soalleiro, Roque A1 López Sánchez, Carlos Antonio A1 Wehenkel, Christian A1 Vargas Larreta, Benedicto A1 Álvarez González, Juan Gabriel A1 Ruiz González, Ana Daría K1 Taper function K1 Branch volume K1 Bark volume K1 Simultaneous fitting AB Accurate quantification of branch volume in trees is important for sustainable forestmanagement, especially as these fractions are increasingly used for bioenergy, and for preciseforest CO2 quantification. Whereas a large focus has been placed on the compatible estimationof tree taper and bole volume with and without bark, little effort has been made to develop modelsthat allow a simultaneous prediction of these variables together with tree branch volume. In thisstudy, 595 Pinus cooperi trees and 700 Pinus durangensis trees were sampled in pine-oak forests inthe Sierra Madre Occidental, Mexico. A compatible system for predicting two segmented taperfunctions, over and under bark; the corresponding merchantable volumes; coarse branch volumeand whole-tree volume was fitted using a modified continuous autoregressive structure to accountfor autocorrelation. The proposed compatible equations explained more than 97% of the observedvariability in diameter over and under bark, volume over and under bark, and total tree volume andmore than 64% of the observed variability in branch volume in both species. The method describedcan theoretically be replicated for any tree species, thus providing a better understanding of thepatterns of volume distribution by components, potentially improving carbon accounting system andforest bioenergy planning. PB MDPI YR 2017 FD 2017 LK http://hdl.handle.net/10347/22541 UL http://hdl.handle.net/10347/22541 LA eng NO Corral-Rivas, J. J., Vega-Nieva, D. J., Rodríguez-Soalleiro, R., López-Sánchez, C. A., Wehenkel, C., Vargas-Larreta, B., ... & Ruiz-González, A. D. (2017). Compatible system for predicting total and merchantable stem volume over and under bark, branch volume and whole-tree volume of pine species. Forests, 8(11), 417 DS Minerva RD 27 abr 2026