Understanding and simulating carbon allocation in plants is necessary to predict carbohydrates allocation among growing and competing organs and, plant growth and structure development in relation to climatic conditions. In this context, several carbon allocation models have been developed but no clear consensus exists on (i) the most appropriate topological scale (organ, metamer, compartment...) to represent this process on complex plant structures and (ii) the importance of distances between organs in carbon transport. Multi-scale tree graph (MTG) is a formalism allowing the representation of geometry and topology of a tree structure at different scales. In this study, a multi-scale model was built to compute carbon allocation at different and user-defined spatial scales, using the MTG formalism. The implementation takes into account the distances between sources and sinks, the strength of the sinks and the available carbohydrates, following the equations of two previously developed models: SIMWAL and QualiTree. This allows multiple scales (e.g., metamer, growing unit, branch) to be combined during the computation of carbon allocation. For instance, allocation could be computed alternatively among plant components represented at metamer scale, or among growing units and then redistributed from each growing unit to its component metamers. Simulations on simple shoots, represented at different scales, showed how the scales chosen to represent the system influence the results of the predicted carbon allocation. This modelling approach was first applied to apple tree to analyze the impact of the scale of representation (growth unit, metamer) on the predicted organ growth variability. The present work will be available through the OpenAlea platform and will provide existing Functional Structural Plant Models with a new generic model to simulate carbon allocation in plants, depending on user-defined biological hypotheses, such as the choice of the scale of representation or the effect of distance.
A multi-scale model to explore carbon allocation in plants
Reyes F.
;
2017-01-01
Abstract
Understanding and simulating carbon allocation in plants is necessary to predict carbohydrates allocation among growing and competing organs and, plant growth and structure development in relation to climatic conditions. In this context, several carbon allocation models have been developed but no clear consensus exists on (i) the most appropriate topological scale (organ, metamer, compartment...) to represent this process on complex plant structures and (ii) the importance of distances between organs in carbon transport. Multi-scale tree graph (MTG) is a formalism allowing the representation of geometry and topology of a tree structure at different scales. In this study, a multi-scale model was built to compute carbon allocation at different and user-defined spatial scales, using the MTG formalism. The implementation takes into account the distances between sources and sinks, the strength of the sinks and the available carbohydrates, following the equations of two previously developed models: SIMWAL and QualiTree. This allows multiple scales (e.g., metamer, growing unit, branch) to be combined during the computation of carbon allocation. For instance, allocation could be computed alternatively among plant components represented at metamer scale, or among growing units and then redistributed from each growing unit to its component metamers. Simulations on simple shoots, represented at different scales, showed how the scales chosen to represent the system influence the results of the predicted carbon allocation. This modelling approach was first applied to apple tree to analyze the impact of the scale of representation (growth unit, metamer) on the predicted organ growth variability. The present work will be available through the OpenAlea platform and will provide existing Functional Structural Plant Models with a new generic model to simulate carbon allocation in plants, depending on user-defined biological hypotheses, such as the choice of the scale of representation or the effect of distance.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
