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126<br />

Computational Ecology and Software, 2011, 1(3):125-137<br />

The possibly important role of <strong>in</strong>terspecific compet<strong>it</strong>ive <strong>in</strong>teractions <strong>in</strong> regulat<strong>in</strong>g natural <strong>plant</strong> <strong>commun<strong>it</strong>ies</strong><br />

(e.g., Weiher et al., 1998; Silver<strong>to</strong>wn et al., 1999; Gotelli and McCabe, 2002) has been <strong>in</strong>vestigated <strong>in</strong> a<br />

mult<strong>it</strong>ude of studies that have used different methods for attack<strong>in</strong>g the question. The used methods may be<br />

categor<strong>is</strong>ed broadly <strong>in</strong><strong>to</strong> i) whether the study has been made <strong>in</strong> und<strong>is</strong>turbed <strong>plant</strong> <strong>commun<strong>it</strong>ies</strong> or <strong>in</strong>volved<br />

manipulative treatments; and ii) whether the process of <strong>compet<strong>it</strong>ion</strong> was studied directly by measur<strong>in</strong>g the<br />

effect of dens<strong>it</strong>y on the performance of <strong>in</strong>dividual <strong>plant</strong>s or <strong>in</strong>directly by <strong>in</strong>ferr<strong>in</strong>g <strong>in</strong>terspecific compet<strong>it</strong>ive<br />

relationships as the causal mechan<strong>is</strong>ms that underlie observed changes <strong>in</strong> species abundance or specific<br />

patterns <strong>in</strong> the d<strong>is</strong>tribution of species (Table 1).<br />

Direct<br />

Indirect<br />

Table 1 Methods for study<strong>in</strong>g <strong>in</strong>terspecific compet<strong>it</strong>ive <strong>in</strong>teractions <strong>in</strong> natural <strong>plant</strong> <strong>commun<strong>it</strong>ies</strong>.<br />

Und<strong>is</strong>turbed <strong>commun<strong>it</strong>ies</strong><br />

Manipulative experiments<br />

Neighbourhood analys<strong>is</strong><br />

Fixed-pos<strong>it</strong>ioned p<strong>in</strong>-po<strong>in</strong>t frames<br />

Observed changes <strong>in</strong> species compos<strong>it</strong>ion<br />

Non-random spatial d<strong>is</strong>tribution of species<br />

Niche separation<br />

Space for time subst<strong>it</strong>ution<br />

Compet<strong>it</strong>ion experiments<br />

Removal and phy<strong>to</strong>meter experiments<br />

Observed changes <strong>in</strong> synthetic or<br />

experimental <strong>plant</strong> <strong>commun<strong>it</strong>ies</strong><br />

Most studies of <strong>plant</strong> <strong>compet<strong>it</strong>ion</strong> are manipulated experiments <strong>where</strong> dens<strong>it</strong>y and/or the proportion of<br />

different species are varied and the biomass or fecund<strong>it</strong>y of the compet<strong>in</strong>g species are measured. Often, such<br />

<strong>compet<strong>it</strong>ion</strong> experiments are made <strong>in</strong> rather artificial environmental cond<strong>it</strong>ions, e.g. w<strong>it</strong>h a lim<strong>it</strong>ed number of<br />

<strong>in</strong>dividuals <strong>in</strong> small plots (e.g. Firbank and Watk<strong>in</strong>son, 1985; Law and Watk<strong>in</strong>son, 1987; Damgaard, 1998),<br />

but s<strong>in</strong>ce there has been an <strong>in</strong>creas<strong>in</strong>g awareness that the <strong>in</strong>terspecific <strong>in</strong>teractions cr<strong>it</strong>ically depend on the<br />

abiotic and biotic sett<strong>in</strong>g, <strong>it</strong> <strong>is</strong> now more common <strong>to</strong> conduct ecological manipulation experiments <strong>in</strong> natural<br />

<strong>plant</strong> <strong>commun<strong>it</strong>ies</strong>, <strong>where</strong> the dens<strong>it</strong>y of e<strong>it</strong>her the neighbours (removal experiments) or the target species<br />

(phy<strong>to</strong>meter experiments) has been manipulated (Goldberg and Bar<strong>to</strong>n, 1992). Unfortunately, removal and<br />

phy<strong>to</strong>meter experiments are mostly su<strong>it</strong>ed for qual<strong>it</strong>ative demonstrations of possible compet<strong>it</strong>ive <strong>in</strong>teractions,<br />

and the experiments do not enable the formulation of quant<strong>it</strong>ative descriptions of the <strong>in</strong>terspecific compet<strong>it</strong>ive<br />

<strong>in</strong>teractions at variable local dens<strong>it</strong>ies. Furthermore, there has been a r<strong>is</strong><strong>in</strong>g awareness that the manipulations<br />

may have important local ecosystem effects, e.g. <strong>in</strong> the soil and on the behaviour of herbivores (Corcket et al.,<br />

2003), and other methods for measur<strong>in</strong>g <strong>compet<strong>it</strong>ion</strong> <strong>in</strong> und<strong>is</strong>turbed natural <strong>plant</strong> <strong>commun<strong>it</strong>ies</strong> have been a<br />

<strong>to</strong>pic of r<strong>is</strong><strong>in</strong>g <strong>in</strong>terest (Freckle<strong>to</strong>n and Watk<strong>in</strong>son, 2001).<br />

An <strong>in</strong>creas<strong>in</strong>gly popular method has been <strong>to</strong> <strong>in</strong>fer <strong>in</strong>terspecific compet<strong>it</strong>ive relationships <strong>in</strong>directly as the<br />

causal mechan<strong>is</strong>ms underly<strong>in</strong>g observed changes <strong>in</strong> species abundance or specific patterns <strong>in</strong> the d<strong>is</strong>tribution<br />

of <strong>plant</strong> species <strong>in</strong> natural <strong>commun<strong>it</strong>ies</strong> (Zhang, 2011). For example, Rees et al. (1996) analysed observed<br />

changes <strong>in</strong> the d<strong>is</strong>tribution of annual <strong>plant</strong>s <strong>in</strong> thousands of small quadrates <strong>in</strong> a fixed dune <strong>plant</strong> commun<strong>it</strong>y,<br />

and Law et al. (1997) estimated <strong>compet<strong>it</strong>ion</strong> coefficients from spatial turnover data of four perennial grass<br />

species (see also Freckle<strong>to</strong>n et al., 2000; Adler et al., 2006; Farrer et al., 2010). Other researchers have<br />

suggested that non-random spatial d<strong>is</strong>tribution of species <strong>is</strong> the f<strong>in</strong>gerpr<strong>in</strong>t of <strong>compet<strong>it</strong>ion</strong> that has taken place<br />

<strong>in</strong> the past (Conner and Simberloff, 1979; Wilson et al., 1996; Law et al., 1997; Gotelli and McCabe, 2002),<br />

and Silver<strong>to</strong>wn et al. (1999) demonstrated niche separation along a hydrological gradient. Add<strong>it</strong>ionally,<br />

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