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Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
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Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach

DOI:
10.3791/60827-v

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04:35 min

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July 03, 2020

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, , ,
1Research Center of Forest Management Engineering of National Forestry and Grassland Administration,Beijing Forestry University, 2Research Institute of Forestry,Chinese Academy of Forestry

Chapters

  • 00:04Introduction
  • 00:38Linear Mixed-Effects Model Development with the Package nlme in R Software
  • 02:29Results: Basal Area Increment Model for P. asperata
  • 04:08Conclusion

Summary

Automatic Translation

Automatic Translation

Mixed-effects models are flexible and useful tools for analyzing data with a hierarchical stochastic structure in forestry and could also be used to significantly improve the performance of forest growth models. Here, a protocol is presented that synthesizes information relating to linear mixed-effects models.

Tags

Keywords: Individual-treeBasal Area IncrementLinear Mixed-effectsRandom EffectsVariance FunctionAutocorrelationP.asperataGrowth Model

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