A universal approach to estimate biomass and carbon stock in tropical forests using generic allometric models.

Allometric equations allow aboveground tree biomass and carbon stock to be estimated from tree size. The allometric scaling theory suggests the existence of a universal power-law relationship between tree biomass and tree diameter with a fixed scaling exponent close to 8/3. In addition, generic empirical models, like Chave's or Brown's models, have been proposed for tropical forests in America and Asia. These generic models have been used to estimate forest biomass and carbon worldwide. However, tree allometry depends on environmental and genetic factors that vary from region to region. Consequently, theoretical models that include too few ecological explicative variables or empirical generic models that have been calibrated at particular sites are unlikely to yield accurate tree biomass estimates at other sites. In this study, we based our analysis on a destructive sample of 481 trees in Madagascar spiny dry and moist forests characterized by a high rate of endemism (> 95%). We show that, among the available generic allometric models, Chave's model including diameter, height, and wood specific gravity as explicative variables for a particular forest type (dry, moist, or wet tropical forest) was the only one that gave accurate tree biomass estimates for Madagascar (R2 > 83%, bias < 6%), with estimates comparable to those obtained with regional allometric models. When biomass allometric models are not available for a given forest site, this result shows that a simple height-diameter allometry is needed to accurately estimate biomass and carbon stock from plot inventories.

[1]  Q. Ketterings,et al.  Reducing uncertainty in the use of allometric biomass equations for predicting above-ground tree biomass in mixed secondary forests , 2001 .

[2]  Y. Malhi,et al.  Tropical forests and atmospheric carbon dioxide. , 2000, Trends in ecology & evolution.

[3]  Martial Bernoux,et al.  Wood density, phytomass variations within and among trees, and allometric equations in a tropical rainforest of Africa , 2010 .

[4]  Karl J. Niklas,et al.  Invariant scaling relations across tree-dominated communities , 2001, Nature.

[5]  United Kingdom,et al.  GLOBAL FOREST RESOURCES ASSESSMENT 2005 , 2005 .

[6]  Ross Ihaka,et al.  Gentleman R: R: A language for data analysis and graphics , 1996 .

[7]  J. Chave,et al.  Dynamics of aboveground carbon stocks in a selectively logged tropical forest. , 2009, Ecological applications : a publication of the Ecological Society of America.

[8]  J. Benstead,et al.  Updated estimates of biotic diversity and endemism for Madagascar , 2005, Oryx.

[9]  Ariel E. Lugo,et al.  Biomass Estimation Methods for Tropical Forests with Applications to Forest Inventory Data , 1989, Forest Science.

[10]  J. L. Parra,et al.  Very high resolution interpolated climate surfaces for global land areas , 2005 .

[11]  G. Asner,et al.  A universal airborne LiDAR approach for tropical forest carbon mapping , 2011, Oecologia.

[12]  James H. Brown,et al.  A General Model for the Origin of Allometric Scaling Laws in Biology , 1997, Science.

[13]  M. Carrer,et al.  Towards a functional and simplified allometry for estimating forest biomass , 2006 .

[14]  A. Di Fiore,et al.  Variation in wood density determines spatial patterns inAmazonian forest biomass , 2004 .

[15]  A. Lugo,et al.  Estimating biomass and biomass change of tropical forests , 1997 .

[16]  Sandra A. Brown,et al.  Monitoring and estimating tropical forest carbon stocks: making REDD a reality , 2007 .

[17]  J. Midgley Is bigger better in plants? The hydraulic costs of increasing size in trees. , 2003 .

[18]  James H. Brown,et al.  Allometric scaling of plant energetics and population density , 1998, Nature.

[19]  K. Niklas Size-dependent Allometry of Tree Height, Diameter and Trunk-taper , 1995 .

[20]  T. Bayliss-Smith,et al.  Allometric models for estimation of aboveground carbon stocks in improved fallows in eastern Zambia , 2010, Agroforestry Systems.

[21]  J. Chave,et al.  Towards a Worldwide Wood Economics Spectrum 2 . L E a D I N G D I M E N S I O N S I N W O O D F U N C T I O N , 2022 .

[22]  Erkki Tomppo,et al.  A report to the food and agriculture organization of the united nations (FAO) in support of sampling study for National Forestry Resources Monitoring and Assessment (NAFORMA) in Tanzania , 2010 .

[23]  Sandra A. Brown,et al.  Sourcebook for land use, land-use change and forestry projects , 2013 .

[24]  R. Keenan,et al.  Assessment of Aboveground Carbon in Primary and Selectively Harvested Tropical Forest in Papua New Guinea , 2010 .

[25]  Harifidy Rakoto Ratsimba,et al.  Combined biomass inventory in the scope of REDD (Reducing Emissions from Deforestation and Forest Degradation , 2010 .

[26]  Ghislain Vieilledent,et al.  Individual variability in tree allometry determines light resource allocation in forest ecosystems: a hierarchical Bayesian approach , 2010, Oecologia.

[27]  J. Chambers,et al.  Tree allometry and improved estimation of carbon stocks and balance in tropical forests , 2005, Oecologia.

[28]  David C. Chojnacky Allometric scaling theory applied to FIA biomass estimation , 2002 .

[29]  James H. Brown,et al.  A general model for the structure and allometry of plant vascular systems , 1999, Nature.

[30]  J. Navar,et al.  Allometric equations for tree species and carbon stocks for forests of northwestern Mexico , 2009 .

[31]  Maurizio Mencuccini,et al.  On simplifying allometric analyses of forest biomass , 2004 .

[32]  Richard Condit,et al.  Error propagation and scaling for tropical forest biomass estimates. , 2004, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[33]  J. Ebeling,et al.  Generating carbon finance through avoided deforestation and its potential to create climatic, conservation and human development benefits , 2008, Philosophical Transactions of the Royal Society B: Biological Sciences.

[34]  A. Lugo,et al.  Wood Densities of Tropical Tree Species , 1992 .

[35]  J. Slik Estimating species-specific wood density from the genus average in Indonesian trees , 2006, Journal of Tropical Ecology.

[36]  G. B. Williamson,et al.  Measuring wood specific gravity...Correctly. , 2010, American journal of botany.

[37]  L. Blanc,et al.  Contrasting above‐ground biomass balance in a Neotropical rain forest , 2010 .