eCite Digital Repository

Species-specific allometric equations for predicting belowground root biomass in plantations: case study of spotted gums (Corymbia citriodora subspecies Variegata) in Queensland

Citation

Huynh, T and Applegate, GB and Lewis, T and Pachas, ANA and Hunt, MA and Bristow, M and Lee, DJ, Species-specific allometric equations for predicting belowground root biomass in plantations: case study of spotted gums (Corymbia citriodora subspecies Variegata) in Queensland, Forests, 12, (9) pp. 1-17. ISSN 1999-4907 (2021) [Refereed Article]


Preview
PDF
3Mb
  

Copyright Statement

Copyright 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/4.0/)

DOI: doi:10.3390/f12091210

Abstract

Spotted gum (Corymbia citriodora spp. variegata; CCV) has been widely planted, has a wide natural distribution, and is the most important commercially harvested hardwood species in Queensland, Australia. It has a great capacity to sequester carbon, thus reducing the impact of CO2 emissions on climate. Belowground root biomass (BGB) plays an important role as a carbon sink in terrestrial ecosystems. To explore the potential of biomass and carbon accumulation belowground, we developed and validated models for CCV plantations in Queensland. The roots of twenty-three individual trees (size range 11.8-42.0 cm diameter at breast height) from three sites were excavated to a 1-m depth and were weighed to obtain BGB. Weighted nonlinear regression models were most reliable for estimating BGB. To evaluate the candidate models, the data set was cross-validated with 70% of the data used for training and 30% of the data used for testing. The cross-validation process was repeated 23 times and the validation of the models were averaged over 23 iterations. The best model for predicting spotted gum BGB was based on a single parameter, with the diameter at breast height (D) as an independent variable. The best equation BGB = 0.02933 x D-2.5805 had an adjusted R-2 of 0.854 and a mean absolute percentage error of 0.090%. This equation was tested against published BGB equations; the findings from this are discussed. Our equation is recommended to allow improved estimates of BGB for this species.

Item Details

Item Type:Refereed Article
Keywords:allometric equation; belowground root biomass; cross-validation; spotted gum plantations; weighted nonlinear mode
Research Division:Biological Sciences
Research Group:Plant biology
Research Field:Plant physiology
Objective Division:Plant Production and Plant Primary Products
Objective Group:Forestry
Objective Field:Hardwood plantations
UTAS Author:Hunt, MA (Professor Mark Hunt)
ID Code:152716
Year Published:2021
Web of Science® Times Cited:2
Deposited By:Office of the Provost
Deposited On:2022-08-23
Last Modified:2022-09-13
Downloads:2 View Download Statistics

Repository Staff Only: item control page