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Updated: May 31, 2026

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
Published on: July 3, 2020
Predicting maximum tree heights and other traits from allometric scaling and resource limitations
Christopher P Kempes1, Geoffrey B West, Kelly Crowell
1Department of Earth Atmosphere and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America. ckempes@mit.edu
We developed a model to predict maximum tree height across the continental United States, integrating scaling laws with resource limitations like precipitation and temperature. This model accurately forecasts tree height and can be extended to other plant traits and climate system components.
Area of Science:
- Ecology
- Climate Science
- Biophysics
Background:
- Terrestrial vegetation is crucial for regulating Earth's carbon and water cycles and planetary albedo.
- Maximum tree height is a key forest characteristic, indicating biomass, resource use, and ecological properties.
- Accurate vegetation dynamics are vital for climate system understanding and modeling.
Purpose of the Study:
- To present a model predicting local maximal tree height across the continental United States.
- To integrate ecological scaling laws with local resource constraints (precipitation, temperature, solar radiation).
- To provide a framework for predicting other tree traits and canopy albedo relationships.
Main Methods:
- Developed a predictive model combining ecological scaling laws.
- Incorporated energy budgets constrained by local environmental factors.
- Validated model predictions against existing data for maximum tree height.
Main Results:
- The model accurately predicts local maximal tree height across the continental United States.
- The framework successfully integrates resource limitations into height predictions.
- Demonstrated potential for extending the model to other tree traits and canopy albedo.
Conclusions:
- The developed model offers a robust method for predicting maximum tree height based on environmental constraints.
- This approach can be integrated into larger ecological and climate models.
- The findings contribute to a better understanding of vegetation's role in the climate system.
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