The genetic consequences of demography and disturbance in small mammal populations
Abstract
Social, demographic and ecological processes shape patterns of
genetic diversity. These patterns can therefore reveal insights
into the biology of species and the response of populations to
disturbance. During my PhD, I used a combination of computer
simulations, molecular techniques and field-based experiments to
explore how biological and ecological processes shape populations
and their underlying genetic diversity.
Dispersal and mating systems have long been known to shape
population-level patterns of genetic structure. However, few
studies focus on how these processes shape spatial genetic
patterns within populations. Using the agile antechinus
(Antechinus agilis) as a model, I carried out computer
simulations to investigate how dispersal and mating behaviour
shape fine-scale genetic structure (over the scale of metres)
across autosomal, mitochondrial and Y chromosome markers. While
dispersal was the major driver of fine-scale genetic structure,
variation in mating behaviour also created differences in the
level of structure detected at uniparentally inherited markers.
Thus, comparing sex-specific patterns across markers with
differing modes of inheritance can help elucidate demographic
processes occurring within populations.
In addition to microsatellite, mitochondrial and Y chromosome
markers, high throughput sequencing data is becoming increasingly
accessible for ecological research. However, decisions about
marker choice, bioinformatic pipelines and filtering can be
overwhelming for experts and non-experts alike. Through my
empirical research focusing on a native Australian rodent, the
pale field-rat (Rattus tunneyi), in the Kimberley region of
Western Australia, I explored how marker choice and bioinformatic
methods influence biological conclusions. Genetic analyses
revealed low levels of genetic structure across this
disturbance-prone landscape. While population-level estimates of
genetic structure were fairly robust, measures of heterozygosity
and diversity differed among marker types and filtering criteria.
This demonstrates the importance of understanding how
methodological decisions can impact biological inference from
genetic data.
The pale field-rat is one of many small mammals declining across
northern Australia. This is due, in part, to the interaction
between altered fire regimes and other key threats. To better
understand this decline, I investigated habitat preferences, fire
response and post-fire population recovery using a replicated
fire experiment and capture-mark-recapture study. Mixed modelling
showed that capture rate was negatively correlated with the
extent of experimental fire, and that pale field-rat habitat
preferences did not change in the post-fire landscape. However,
all populations completely recovered one year after fire.
The fire experiment suggested that spatial recovery processes
differed according to the size and spatial pattern of fires. To
test these different recovery hypotheses, I used parentage and
genetic spatial autocorrelation analysis to explore patterns of
relatedness before and after fire. This indicated that post-fire
recovery after patchy fires was driven by in situ survivors from
within unburnt refuges, compared to recolonisation after thorough
fires. Furthermore, changes in female dispersal strategies
appeared to be driving these different recovery patterns. These
results suggest that fire management should aim to maximise the
patchiness of burns and limit their extent in order to facilitate
recovery of small mammals in this system.
My thesis demonstrates that the combined use of computer
simulations, direct field research and genetic analyses can
reveal novel insights into the demographic processes occurring
within populations and the response of populations to
disturbance. I discuss how these insights add to our
understanding of mammal declines in northern Australia and can be
used to inform fire management.
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