School of Agriculture, Food and Ecosystem Sciences - Theses

Permanent URI for this collection

Search Results

Now showing 1 - 10 of 1309
  • Item
    Thumbnail Image
    Predicting redistribution of species and communities under environmental change: Improving the reliability of predictions across time
    Uribe Rivera, David Eduardo ( 2023-04)
    Ecological models used to forecast range change (range change models; RCM) have recently diversified to account for a greater number of ecological and observational processes in pursuit of more accurate and realistic predictions. Theory suggests that process-explicit RCMs should generate more robust forecasts, particularly under novel environmental conditions. RCMs accounting for processes are generally more complex and data-hungry, and so, require extra effort to build. Thus, it is necessary to understand when the effort of building a more realistic model is likely to generate more reliable forecasts. During my thesis, I investigated how explicitly accounting for processes improves the temporal predictive performance and transferability of RCMs. I first identified key knowledge gaps, and the challenges of evaluating temporal predictive performance and transferability. One of the main challenges is the lack of robust metrics to assess predictive performance and transferability. To address this I implemented and tested the use of new emerging tools to enable fair comparisons of predictive performance across samples with varying degrees of imbalance (e.g. species with low and high observed prevalence). I then tested a couple of hypotheses related to whether modelling observational processes explicitly results in better forecasts. In particular, I evaluated under what circumstances the benefits of explicitly accounting for imperfect detection and allowing information sharing across multiple species are retained when the models are extrapolated to generate predictions beyond the training temporal window. The findings should shed light on how to address remaining knowledge gaps, and how to generate more reliable forecasts on species’ responses to global change scenarios.
  • Item
    Thumbnail Image
    Trees Need Closure Too: Unveiling The Molecular Control Of Wound-Induced Secondary Vascular Tissue Regeneration In Trees
    Karunarathne, Sachinthani Isurika ( 2023-09)
    Trees play a pivotal role in terrestrial ecosystems and are an important natural resource. These attributes are primarily associated with the capacity of trees to continuously produce woody tissue from the vascular cambium, a ring of meristem cells located just beneath the bark between phloem and xylem tissue layers. Long-lived trees are exposed to a myriad of biological and environmental stresses that may result in wounding, leading to a loss of bark and the underlying vascular cambium. This affects both wood formation and the quality of timber arising from the tree. In addition, the exposed wound site is a potential entry point for pathogens that cause disease and may even lead to the death of the whole plant. In response to wounding, trees have the capacity to regenerate lost or damaged tissues at a wound site. Investigating gene expression changes associated with different stages of wound healing reveals complex and dynamic changes in the activity of transcription factors, signalling pathways and hormone responses. This thesis investigated molecular regulators of wound-induced secondary vascular tissue (SVT) regeneration. It summarises current literature on primary and secondary vascular tissues and bark wounds and related revascularisation processes, specifically on genes and hormones. Using this information, eight genes from Eucalyptus, including WUSCHEL RELATED HOMEOBOX 4 (EgrWOX4), Arabidopsis thaliana HOMEOBOX GENE 8 (EgrATHB8), CORONA (EgrCNA), PHABULOSA/PHAVOLUTA (EgrPHX), REVOLUTA (EgrREV), AUXIN RESPONSE FACTOR 5 (EgrARF5), PIN-FORMED 1 and 3 (EgrPIN1 and EgrPIN3) were chosen for subsequent experiments on wound-induced SVT regeneration. During these in-planta experiments, Induced Somatic Sector Analysis (ISSA) was used as a molecular tool to assess promoter activity and gene function of these candidate genes in wild-type stems and those where auxin transport was chemically inhibited. Endogenous auxin (IAA) concentrations were quantified using LC-MS to understand how varying auxin concentrations might be required for proper vascular tissue patterning during various stages of regeneration. Results show that the remaining xylem tissues on the wound surface regenerate all lost tissues in a four-step process. EgrPIN1/3 are expressed in all tissue types, EgrWOX4, EgrARF5 and EgrREV predominantly in cambium tissues and EgrATHB8, EgrCNA and EgrPHX in cambium and xylem tissues. Overexpressing micro-RNA-resistant REV leads to faster regeneration rates, while over-expressing miR166 and chemical inhibition of polar auxin transport leads to slower regeneration rates. Samples from overexpression experiments and auxin inhibition also lead to defects in cell anatomies, arrangement, and organisation. Quantification of IAA levels suggests alternating high and low auxin signalling during different stages of regeneration. Together, this thesis provides novel insights into spatial-temporal expression patterns of the selected molecular regulators and discusses how they relate to our current understanding of vascular cambium formation and xylem differentiation during secondary growth. Based on the findings, I propose a model for wound healing that provides the conceptual foundations for future studies aiming at understanding this intriguing process.
  • Item
  • Item
  • Item
    Thumbnail Image
    Sustainable use of recycled water for irrigating lettuce
    Ph?m, Th? H� (University of Melbourne, 2009)
  • Item
  • Item
    No Preview Available
    Epidemiology of mint rust and variation in the Pathogen, Puccinia menthae Pers
    Edwards, Jacqueline. (University of Melbourne, 1998)
  • Item
  • Item
    No Preview Available
  • Item
    Thumbnail Image
    A genetic evaluation of dystocia in Australian Holstein-friesian cattle
    McClintock, Sara Elizabeth Juliette (University of Melbourne, 2004)
    This thesis presents the first large-scale study of the genetic and non-genetic influences on dystocia (calving difficulty) for dairy cows in Australia, and their costs, focusing especially on the Holstein-Friesian breed, but also with some analyses of frequently occurring crossbreeds. Analyses used data collected since 1986, collected by the Holstein-Friesian Association of Australian and the Australian Dairy Herd Improvement Scheme. The calving traits examined were gestation length, calf size, dystocia (measured as any or none, severe or none, and none, slight and severe). I investigated the influence on calving ease of non-genetic variables such as month of calving, cow age or parity, calf sex, and breed of cow and bull. The genetic parameters were estimated: the heritabilities and genetic correlations between traits calculated, separately for primiparous and multiparous, and for sires, maternal grandsires and the maternal effects. Costs associated with dystocia (such as labour costs, loss or fertility, veterinary costs and deaths of cow and or calf) are estimated, and a cost model for dystocia under Australian conditions is proposed. The influence of crossbreeding on calving was investigated, especially with respect to dystocia and calf mortality. Recommendations are made for improving the recording system and the evaluation of bulls, as the sire of calf and as the sire of cow.