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Updated: Dec 7, 2025

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
Published on: July 3, 2020
Density dependent Resource Budget Model for alternate bearing.
Shadisadat Esmaeili1, Alan Hastings2, Karen Abbott3
1Department of Environmental Science and Policy, One Shields Avenue, University of California, Davis, CA 95616, USA.
This study introduces a new model for alternate bearing in plants, improving on existing models by incorporating finite resource capacity and non-zero low yields. The model accurately predicts biennial patterns and synchrony in coupled trees.
Area of Science:
- Ecology
- Mathematical Biology
- Plant Physiology
Background:
- Alternate bearing, a biennial yield pattern, affects many plant species.
- Existing models like the Resource Budget Model simplify resource dynamics and reproduction.
- A more nuanced model is needed to capture the complexities of plant yield variability.
Purpose of the Study:
- To introduce a novel mathematical model for alternate bearing behavior in plants.
- To incorporate finite resource reservoir capacity and non-zero low yields into the model.
- To investigate the model's behavior with environmental stochasticity and coupled tree systems.
Main Methods:
- Developed a new model based on resource accumulation and reproduction balance.
- Included a finite resource reservoir capacity using a density-dependent accumulation function.
- Incorporated environmental stochasticity with uncorrelated noise terms.
- Analyzed a system of two directly coupled trees.
Main Results:
- The individual tree model exhibits a stable two-cycle solution, suitable for pronounced alternate bearing.
- The model successfully incorporates finite resource capacity and low non-zero yields.
- Coupled tree simulations reveal stable in-phase period-2 solutions, unlike previous models.
- Environmental stochasticity was integrated into nutrient accumulation and reproduction parameters.
Conclusions:
- The new model provides a more realistic representation of alternate bearing in plants.
- It offers insights into the mechanisms driving biennial yield patterns.
- The model's ability to predict in-phase synchrony in coupled trees suggests potential for explaining larger-scale spatial synchrony.
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