Using L-systems for modeling the architecture and physiology of growing trees: The L-PEACH model

Carbohydrate partitioning represents a central problem of process−based models of tree growth because of the coupling between carbon partitioning, growth, and architecture. PEACH was an early, sink−driven, carbohydrate partitioning model for simulating reproductive and vegetative growth of fruit trees. Carbon partitioning in that model was based on the hypothesis that a tree grows as a collection of semi−autonomous but interacting sinks (organs), and that these organs compete for resources. Organs of the same type were clustered into composite compartments, such as roots, fruit, or stems. Carbon was allocated to compartments depending on their competitive ability with respect to other compartments, and relative proximity to carbon sources. Biomass growth was dependent on an experimentally derived growth potential for each organ type. This approach made it possible to avoid the empirical allocation coefficients, functional balance rules, and allometric relationships that were common to most other tree models at the time. However, as pointed out by Le Roux et al., the PEACH model almost entirely ignored the interaction between tree architecture and carbon allocation. In addition, each organ type was treated collectively as a single compartment, and thus all organs of the same type grew at the average rate for that organ. Because of these limitations, there was no potential to simulate differences in organ size or quality as a function of location in the canopy. It was also impossible to use this model structure to simulate the function of individual organs and capture the influence of their performance on patterns of carbon partitioning. Overcoming these limitations requires a more detailed model of carbon economy, in which growth and function of each organ is modeled individually within an architecturally explicit model of canopy growth.

[1]  Radomír Mech,et al.  Visual models of plants interacting with their environment , 1996, SIGGRAPH.

[2]  M. R. Thorpe,et al.  A Simple Mechanistic Model of Phloem Transport which Explains Sink Priority , 1993 .

[3]  Y. L. Grossman,et al.  PEACH: A simulation model of reproductive and vegetative growth in peach trees. , 1994, Tree physiology.

[4]  Abraham J. Escobar-Gutiérrez,et al.  Carbon-based models of individual tree growth: A critical appraisal , 2001 .

[5]  Loïc Pagès,et al.  MassFlowDyn I: A Carbon Transport and Partitioning Model for Root System Architecture , 2000 .

[6]  A. Lindenmayer Mathematical models for cellular interactions in development. II. Simple and branching filaments with two-sided inputs. , 1968, Journal of theoretical biology.

[7]  Harry T. Valentine,et al.  Tree-growth models: Derivations employing the pipe-model theory , 1985 .

[8]  André Lacointe,et al.  Carbon allocation among tree organs: A review of basic processes and representation in functional-structural tree models , 2000 .

[9]  Y. L. Grossman,et al.  Maximum Vegetative Growth Potential and Seasonal Patterns of Resource Dynamics during Peach Growth , 1995 .

[10]  P. Prusinkiewicz,et al.  ART AND SCIENCE OF LIFE: DESIGNING AND GROWING VIRTUAL PLANTS WITH L-SYSTEMS , 2004 .

[11]  Przemyslaw Prusinkiewicz,et al.  The L-system-based plant-modeling environment L-studio 4.0 , 2004 .

[12]  Y. L. Grossman,et al.  Maximum Fruit Growth Potential Following Resource Limitation During Peach Growth , 1995 .

[13]  T. Dejong,et al.  Estimating photosynthetic radiation use efficiency using incident light and photosynthesis of individual leaves. , 2003, Annals of botany.

[14]  Theodore M. DeJong,et al.  Quantifying sink and source limitations on dry matter partitioning to fruit growth in peach trees , 1995 .

[15]  Przemyslaw Prusinkiewicz,et al.  Design and Implementation of the L+C Modeling Language , 2003, RULE@RDP.