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Establecimiento de cuatro especies de Quercus en el sur de la ...

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Capítulo 3<br />

distribution were <strong>de</strong>v<strong>el</strong>oped, residuals of all mo<strong>de</strong>ls (including both regression and<br />

ANOVA ones) were checked for autocorr<strong>el</strong>ation by building spatial corr<strong>el</strong>ograms but no<br />

significant patterns were found, and thus in<strong>de</strong>p<strong>en</strong><strong>de</strong>nce could be saf<strong>el</strong>y assumed (Keitt<br />

et al., 2002; Lichstein et al., 2002). Non spatial statistical analyses were done with the<br />

software STATISTICA 8.0. (Statsoft, Inc.) and R version 2.9.1 (R Dev<strong>el</strong>opm<strong>en</strong>t Core<br />

Team 2009).<br />

RESULTS<br />

Spatial aggregation in <strong>en</strong>vironm<strong>en</strong>tal factors<br />

Most of <strong>en</strong>vironm<strong>en</strong>tal variables studied (light avai<strong>la</strong>bility, soil moisture at<br />

differ<strong>en</strong>t times and herb production) changed according to an aggregated spatial<br />

pattern (9 of the 12 possible cases pres<strong>en</strong>ted spatial aggregation, Table 2). Herb<br />

production in plot 1 exhibited the highest aggregation in<strong>de</strong>x (I a , Table 2). The clustering<br />

in<strong>de</strong>x maps produced (Fig. 1) showed patches and gaps (zones with υ greater and less<br />

than 1.5, respectiv<strong>el</strong>y) for some s<strong>el</strong>ected variables. Although the overall pattern was of<br />

the random type in some cases (e.g. maximum spring moisture in plot 1), there were<br />

zones of significant local aggregation.<br />

Figure 1. Maps of clustering indices (υ) for s<strong>el</strong>ected variables in each sampled plot. The zones boun<strong>de</strong>d<br />

by solid lines are patches with high values (υ > 1.5) in the variable concerned and those bound by<br />

dashed lines gaps of low values in the variable (υ > 1.5).<br />

83

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