Table 2 Model parameters.

From: The evolution of biogeochemical recycling by persistence-based selection

Model parameter

Default value and units

Qualitative impact on results

\(K\)

Carrying capacity (maximum number of individuals of either species), \(K=10000\)

Dictates maximum size of a population in the absence of limitation by the level of environmental substance

\({G}_{q,{jPR}}\)

Reproductive growth rate (genotype \(j\), species \(q\)), per unit environmental substance \(R\) assimilated

Controls the time a population takes to reach equilibrium size and composition

\({f}_{{conv}}\)

Conversion efficiency between assimilation of environmental substance \(R\) and production of offspring by parent individuals \({f}_{{conv}}=0.5\) unless otherwise stated

Impacts the number of biological individuals a given environmental substance pool can support

\({G}_{0}\)

Baseline growth rate (offspring individuals produced per parent individual, per time-step) \({G}_{0}=5\)

Impacts rate at which population reaches equilibrium size and composition

\({R}_{{assimMAX}}\)

Maximum quantity of environmental substance that can be assimilated by a single individual during a single time-step \({R}_{{assimMAX}}=3\)

Dictates rate of net population growth

\({\kappa }_{{prod}}\)

Relative decrease in reproductive growth rate associated with the producer phenotype compared to the non-producer phenotype. Default value \({\kappa }_{{prod}}=0.1\)

Dictates range of boundary conditions over which the producer can coexist with the non-producer

\({p}_{k\to j}\)

Probability of a mutant offspring from another genotype being the \(j\)th genotype, \({p}_{k\to j}=\frac{1}{{j}_{{total}}-1}=0.5\).

Ensures unbiased mutation

\({\mu }_{0}\)

Baseline mutation probability per offspring produced. Default value \({\mu }_{0}=0.01\).

Sustains genotypic diversity delaying displacement of producers by non-producers for a given set of boundary conditions

\({\delta }_{0}\)

Death probability due to “random” factors unconnected with environmental substance levels, per individual per generation. Default value \({\delta }_{0}=0.1\).

Thins the population, ensures starvation is not the only cause of death

\({{\varphi }_{0}}_{{R}_{q}}\)

Baseline net abiotic influx of environmental substances \({R}_{1}\) and \({R}_{2}\), units of substance per time step. Default value \({\varphi }_{0}=10\) for both substances.

Dictates net equilibrium population size, if this number is below carrying capacity

\({R}_{q,{NET}0}\)

Scaling factor representing sensitivity of abiotic removal flux to existing size of environmental substance pool, corresponding to baseline abiotic steady state residence time \({R}_{q,{NET}0}=\frac{{R}_{q,{NET}(t)}}{{{\varphi }_{0}}_{{R}_{q}}}\) Default value \({R}_{q,{NET}0}=100\)

Inversely related to the time an environmental substance pool will take to become exhausted in the absence of abiotic influx or biotic production

\({f}_{{conv},{PROD}}\)

Efficiency with which individuals with the producer phenotype convert the environmental substance that they assimilate to the by-product substance that they emit. Default assumption \({f}_{{conv},{PROD}}=\left(1-{f}_{conv}\right)\cdot ({1-f}_{{loss},{prod}})\)

Dictates the net efficiency with which producers generate one environmental substance from the other, thus impacts net population size during shut-off intervals

\({f}_{{loss},{prod}}\)

Fraction of growth-by-product environmental substance lost during production flux \({f}_{{loss},{prod}}=0.4\)

As \({f}_{{conv},{PROD}}\)

\({f}_{{symmetry}}\)

Symmetry breaking parameter applicable in a subset of runs, causing a difference in physiological efficiency between the two distinct producer genotypes, implemented as:

\({f}_{{conv},{PROD},{S}_{1}}=\left(1-{f}_{{conv}}\right)\cdot ({1-f}_{{loss},{prod}})\)

\({f}_{{conv},{PROD},{S}_{2}}=\left(1-{f}_{{conv}}\right)\cdot ({1-f}_{{loss},{prod}})\cdot {f}_{{symmetry}}\)

Default value \({f}_{{symmetry}}=1\)

Deviation from 1 causes net production in one species to exceed that of the other, meaning, increasing the rate of incremental population decline when abiotic influx is switched off.

\({{R}_{q,{BIOAVAILABLE}}}_{{crit}}\)

Bio-available environmental substance level at which the plastic genotype switches phenotype (producer above, non-producer below) \({{R}_{X,{BIOAVAILABLE}}}_{{crit}}=1\)

When non-zero ensures that plastic genotype can contribute to an existing recycling loop, but not sustain it in the absence of the producer genotype