A new way to account for the effect of source-sink spatial relationships in whole plant carbon allocation models
- 1 October 2002
- journal article
- Published by Canadian Science Publishing in Canadian Journal of Forest Research
- Vol. 32 (10) , 1838-1848
- https://doi.org/10.1139/x02-101
Abstract
To improve source–sink relationship based carbon-allocation models, the basic proportional model was extended to account for a well-known effect of individual source to sink distances: among different sinks of similar characteristics, the more distant from the source, the lower the allocation coefficient. This was achieved through multiplication of the sink strength value by a coefficient that is proportional to a decreasing, simple function of distance, f; the power form was chosen for both simplicity and theoretical reasons. The resulting model was parameterized and evaluated on the empirical allocation matrix of the ECOPHYS model, after grouping together several individual, small sinks of similar nature and close location to remove any phyllotaxy-related bias. Both goodness of fit and predictive value were significantly improved compared with the basic proportional model (f = constant). The f-extended model yielded even better results if segments of different nature or age on the source to sink pathway were assigned different weights in the expression of distance, whereas the default expression of f, with an exponent of –1 and no additive constant, was optimal with no further parameter required. Thus, only 7 parameters (3 for pathway segment weights and 4 for sink strength values) were sufficient to retrieve the original 68 independent experimental allocation coefficients with a reasonable degree of accuracy. Pathway segment weights likely reflect both intrinsic transport pathway properties and situation within the plant architecture; this is discussed in relation to the possibilities of generalization and practical use of the model.Keywords
This publication has 27 references indexed in Scilit:
- Generalized Münch Coupling between Sugar and Water Fluxes for Modelling Carbon Allocation as Affected by Water StatusJournal of Theoretical Biology, 2002
- A carbon balance model of peach tree growth and development for studying the pruning responseTree Physiology, 1998
- A functional model of tree growth and tree architecture.Silva Fennica, 1997
- Maximum Vegetative Growth Potential and Seasonal Patterns of Resource Dynamics during Peach GrowthAnnals of Botany, 1995
- PEACH: A simulation model of reproductive and vegetative growth in peach treesTree Physiology, 1994
- Carbon Allocation in Trees: a Review of Concepts for ModellingPublished by Elsevier ,1994
- A Root-Shoot Partitioning Model Based on Carbon-Nitrogen-Water Interactions and Munch Phloem FlowFunctional Ecology, 1993
- Carbon and nitrogen allocation in treesAnnals of Forest Science, 1989
- Estimating the Error Rate of a Prediction Rule: Improvement on Cross-ValidationJournal of the American Statistical Association, 1983
- Seasonal changes in photosynthate transport within elongating shoots of Populus grandidentataCanadian Journal of Botany, 1974