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However, because many soil variables within the dataset are correlated (Table 7 in [2]), and we could not account for species aggregation due to dispersal limitation, relationships between soil variables and taxa may not be causal.
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Among the many vegetation and soil variables simulated by the model, I concentrated on formally analyzing the effect of rain pattern on annual longest wet period (LWP), seedling density, and peak shoot mass (maximum annual aboveground biomass) because each is an integrative measure of, respectively, available soil moisture, establishment, and community performance.
Many methods have been developed and applied, but only a few of these deal with simultaneous optimization of the sampling design for multiple soil variables.
Many soil microbes exist in biofilms.
Fifth, for soil variables, data were collected from the samples of soil surface layer.
The two latter variables act as proxies for site characteristics including micro-climate and soil variables.
We also use a general index of soil fertility using PCA axes created from analysis of 15 soil variables.
In addition, although slope and elevation are topographic and not soil characteristics, we included them as soil variables to guide inference about the importance of soil water.
To generate the species by soil variable association data set we first made geographic information system (GIS) map layers of each of the soil variables.
How many soil controls were there?
Soil variables were derived from the Harmonized World Soil Database and were available at 1 km2 resolution [ 45].
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