Allometric regression statistics for 285 North American tree species
Data files
Mar 14, 2024 version files 96.41 KB
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FIA_BigTree_Comparison.xlsx
19.69 KB
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README.md
3.18 KB
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SMA_Regression_Statistics.xlsx
73.54 KB
Abstract
Scaling patterns in plants have long interested biologists, particularly whether different species share similar patterns of growth, and whether differences in growth trajectories depend on plant size. Using 8,794,737 measurements for 285 species from the U.S. Forest Inventory and Analysis database, we test several predictions emerging from a recently published “flow similarity” model for plant growth and allometry. We show that the model’s predicted curvature for intraspecific relationships between height, DBH and biomass is found in 88.1% of examined cases, and empirical slopes fall as predicted between the elastic similarity and flow similarity predictions in 71.1% of cases. We also find a strong size dependence in observed intraspecific allometric exponents, with large species, particularly gymnosperms, converging near the expectation for elastic similarity, and the central tendency among small species approaching the expectations for flow similarity in most cases. Our results support the idea that differences in growth patterns across plant species depend on plant size and their attendant hydraulic and/or biomechanical demands and helps to delineate the bounds of the theoretical morphospace in which they occur.
There are two supplementary tables in support of our manuscript: SMA Regression Statistics Table and FIA BigTree Comparison Table
The data in the **SMA Regression Statistics **table are allometric regression statistics for 285 North American tree species contained within the USFS Forest Inventory and Analysis (FIA) database, which are all publicly available as cited in the manuscript. FIA records tree DBH, Height and estimates Biomass for all tree species greater than 5 in DBH in their plots. For details on FIA methods see references cited in the manuscript accompanying this dataset. See manuscript for full description.
For the SMA Regression Statistics Table, column headers are as follows:
Common Name - the common name for that species recorded in FIA database
Genus - The genus
Species - The species
AngiospermGymnosperm - 1 if gymnosperm, 0 if angiosperm
SpeciesCode - the FIA species code
HvsDslope - SMA regression slope for the height vs diameter relationship
HvsMslope - SMA regression slope for the height vs mass relationship
DvsMslope - SMA regression slope for the diameter vs mass relationship
maxheight - maximum recorded height for that species
maxdbh - maximum recorded DBH for that species
maxmass - maximum recorded mass for that species
HvsDint - intercept of the height vs diameter relationship
HvsMint - intercept of the height vs mass relationship
DvsMint - intercept of the diameter vs mass relationship
HvsDConTest - results of the test for concavity/convexity -1=concave, 1=convex
HvsMConTest - results of the test for concavity/convexity -1=concave, 1=convex
DvsMConTest - results of the test for concavity/convexity -1=concave, 1=convex
HvsDR2 - R-squared value for the height vs diameter relationship
HvsMR2 - R-squared value for the height vs mass relationship
DvsMR2 - R-squared value for the diameter vs mass relationship
SampleSize - the sample size for that species
The data in the FIA BigTree Comparison table represent the results of comparing the largest recorded individuals of each species from the FIA database to the largest recorded individual for each species from the BigTree database. See manuscript for full description.
For the FIA BigTree Comparison Table, column headers are as follows:
FIAHeight/BigTreeHeight - ratio of the maximum recorded height for that species in the FIA database to the maximum recorded height in the BigTree database for that species
BigTree Height (ft) - maximum recorded height in feet in the BigTree database for that species
FIA Height (ft) - maximum recorded height in feet in the FIA database for that species
SpeciesCode - the FIA species code
FIADBH/BigTreeDBH - ratio of the maximum recorded DBHfor that species in the FIA database to the maximum recorded DBH in the BigTree database for that species
BigTree DBH (in) - maximum recorded DBH in inches in the BigTree database for that species
FIA DBH (in) - maximum recorded DBH in inches in the FIA database for that species
SpeciesCode - the FIA species code
The data from which these regression statistics were generated is publically available as cited in the manuscript.