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DESPOT, a process-based tree growth model that allocates carbon to maximize carbon gain.
Thomas N Buckley1, David W Roberts
1Environmental Biology Group and CRC for Greenhouse Accounting, Research School of Biological Sciences, The Australian National University, Canberra, ACT 2601, Australia. tom_buckley@alumni.jmu.edu
Tree Physiology
|December 17, 2005
Summary
A new tree growth model, DESPOT, optimizes carbon allocation for maximum gain. Sensitivity analysis shows conserved ratios of productivity and leaf area to sapwood area in sustainable growth scenarios.
Area of Science:
- Ecology
- Plant Physiology
- Computational Biology
Background:
- Understanding tree growth dynamics is crucial for forest management and ecological modeling.
- Existing models often simplify carbon allocation strategies, limiting their predictive power.
- Process-based modeling offers a more mechanistic approach to simulating complex biological systems.
Purpose of the Study:
- To introduce DESPOT (Deducing Emergent Structure and Physiology Of Trees), a novel process-based model for tree growth.
- To investigate carbon allocation strategies that maximize whole-tree net carbon gain.
- To evaluate the model's behavior and sensitivity using parameter analysis.
Main Methods:
- Developed DESPOT, a model simulating carbon gain, respiration, and resource acquisition (nitrogen, water, light) on a process basis.
- Modeled a uniform, monospecific, self-thinning forest stand.
- Employed Monte Carlo parameter sensitivity analysis to assess model predictions.
Main Results:
- DESPOT predicts determinate height growth and stable stand-level net primary productivity (NPP).
- The model indicates slow declines in aboveground NPP and leaf area index over time.
- Sensitivity analysis revealed that many parameter sets do not yield sustainable NPP.
Conclusions:
- Sustainable tree growth in the DESPOT model is contingent on specific parameter sets.
- Mature trees exhibit highly conserved ratios of net to gross primary productivity and leaf area to sapwood area.
- DESPOT provides insights into the emergent properties of tree growth driven by carbon allocation optimization.