Tropical tree height and crown allometries for the Barro Colorado Nature Monument, Panama

A comparison of alternative hierarchical models incorporating interspecific variation in relation to life history traits

Isabel Martínez Cano, Helene C. Muller-Landau, S. Joseph Wright, Stephanie A. Bohlman, Stephen Wilson Pacala

Research output: Contribution to journalArticle

Abstract

Tree allometric relationships are widely employed for estimating forest biomass and production and are basic building blocks of dynamic vegetation models. In tropical forests, allometric relationships are often modeled by fitting scale-invariant power functions to pooled data from multiple species, an approach that fails to capture changes in scaling during ontogeny and physical limits to maximum tree size and that ignores interspecific differences in allometry. Here, we analyzed allometric relationships of tree height (9884 individuals) and crown area (2425) with trunk diameter for 162 species from the Barro Colorado Nature Monument, Panama. We fit nonlinear, hierarchical models informed by species traits - wood density, mean sapling growth, or sapling mortality - and assessed the performance of three alternative functional forms: The scale-invariant power function and the saturating Weibull and generalized Michaelis-Menten (gMM) functions. The relationship of tree height with trunk diameter was best fit by a saturating gMM model in which variation in allometric parameters was related to interspecific differences in sapling growth rates, a measure of regeneration light demand. Light-demanding species attained taller heights at comparatively smaller diameters as juveniles and had shorter asymptotic heights at larger diameters as adults. The relationship of crown area with trunk diameter was best fit by a power function model incorporating a weak positive relationship between crown area and species-specific wood density. The use of saturating functional forms and the incorporation of functional traits in tree allometric models is a promising approach for improving estimates of forest biomass and productivity. Our results provide an improved basis for parameterizing tropical plant functional types in vegetation models.

Original languageEnglish (US)
Pages (from-to)847-862
Number of pages16
JournalBiogeosciences
Volume16
Issue number4
DOIs
StatePublished - Feb 20 2019

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interspecific variation
allometry
monument
Panama
life history trait
tree crown
life history
saplings
tree trunk
sapling
wood density
biomass
nonlinear models
vegetation types
tropical forests
vegetation dynamics
ontogeny
tropical forest
comparison
regeneration

All Science Journal Classification (ASJC) codes

  • Ecology, Evolution, Behavior and Systematics
  • Earth-Surface Processes

Cite this

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title = "Tropical tree height and crown allometries for the Barro Colorado Nature Monument, Panama: A comparison of alternative hierarchical models incorporating interspecific variation in relation to life history traits",
abstract = "Tree allometric relationships are widely employed for estimating forest biomass and production and are basic building blocks of dynamic vegetation models. In tropical forests, allometric relationships are often modeled by fitting scale-invariant power functions to pooled data from multiple species, an approach that fails to capture changes in scaling during ontogeny and physical limits to maximum tree size and that ignores interspecific differences in allometry. Here, we analyzed allometric relationships of tree height (9884 individuals) and crown area (2425) with trunk diameter for 162 species from the Barro Colorado Nature Monument, Panama. We fit nonlinear, hierarchical models informed by species traits - wood density, mean sapling growth, or sapling mortality - and assessed the performance of three alternative functional forms: The scale-invariant power function and the saturating Weibull and generalized Michaelis-Menten (gMM) functions. The relationship of tree height with trunk diameter was best fit by a saturating gMM model in which variation in allometric parameters was related to interspecific differences in sapling growth rates, a measure of regeneration light demand. Light-demanding species attained taller heights at comparatively smaller diameters as juveniles and had shorter asymptotic heights at larger diameters as adults. The relationship of crown area with trunk diameter was best fit by a power function model incorporating a weak positive relationship between crown area and species-specific wood density. The use of saturating functional forms and the incorporation of functional traits in tree allometric models is a promising approach for improving estimates of forest biomass and productivity. Our results provide an improved basis for parameterizing tropical plant functional types in vegetation models.",
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Tropical tree height and crown allometries for the Barro Colorado Nature Monument, Panama : A comparison of alternative hierarchical models incorporating interspecific variation in relation to life history traits. / Cano, Isabel Martínez; Muller-Landau, Helene C.; Joseph Wright, S.; Bohlman, Stephanie A.; Pacala, Stephen Wilson.

In: Biogeosciences, Vol. 16, No. 4, 20.02.2019, p. 847-862.

Research output: Contribution to journalArticle

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T2 - A comparison of alternative hierarchical models incorporating interspecific variation in relation to life history traits

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AU - Joseph Wright, S.

AU - Bohlman, Stephanie A.

AU - Pacala, Stephen Wilson

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