Trent University Graduate Thesis Collection

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    Copyright for all items in the Trent University Graduate Thesis Collection is held by the author, with all rights reserved, unless otherwise noted.
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    Social thermoregulation and potential for heterothermy: seasonal energy conservation strategies in flying squirrels

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Olson, Megan Nicole, Thesis advisor (ths): Bowman, Jeff, Thesis advisor (ths): Burness, Gary, Degree committee member (dgc): Schulte-Hostedde, Albrecht I, Degree granting institution (dgg): Trent University
    Abstract: <p>Northern and southern flying squirrels (Glaucomys sabrinus and G. volans, respectively) are experiencing a climate change induced increase in range overlap, resulting in recent hybridization. We investigated the occurrence of heterospecific communal nesting, a potential facilitator of hybridization, and aimed to confirm the presence of torpor, a potential barrier to hybridization, in… more

    Phosphorus deposition in forested watersheds: importance of pollen

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Hillis, Neil Patrick, Thesis advisor (ths): Watmough, Shaun, Thesis advisor (ths): Eimers, Catherine, Degree committee member (dgc): Dillon, Peter, Degree granting institution (dgg): Trent University
    Abstract: <p>Phosphorus (P) is an essential macronutrient. In south-central Ontario, foliar P concentrations are low and studies have suggested that P may be limiting forest productivity. Current catchment mass balance estimates however, indicate that P is being retained suggesting that P should not be limiting to tree growth. Phosphorus deposition is measured using bulk deposition collectors, which… more

    Smote and Performance Measures for Machine Learning Applied to Real-Time Bidding

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): McInroy, Ben P., Thesis advisor (ths): Feng, Wenying, Degree committee member (dgc): Patrick, Brian, Degree committee member (dgc): Pollanen, Marco, Degree granting institution (dgg): Trent University
    Abstract: <p>In the context of Real-Time Bidding (RTB) the machine learning problems of</p><p>imbalanced classes and model selection are investigated. Synthetic Minority Oversampling Technique (SMOTE) is commonly used to combat imbalanced classes but a shortcoming is identified. Use of a distance threshold is identified as a solution and testing in a live RTB environment shows significant… more

    Mixed methods approaches in marine mammal science: a case study of the bowhead whale distribution patterns and feeding ecology in the eastern Canadian Arctic (Nunavik)

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Gelinas, Veronique, Thesis advisor (ths): Furgal, Chris, Degree committee member (dgc): Hammill, Mike, Degree committee member (dgc): Hickie, Brendan, Degree granting institution (dgg): Trent University
    Abstract: <p>This thesis explored the contribution of mixed methods approaches to marine mammal science through the use of concurrent and sequential designs to study distribution and feeding ecology of bowhead whales (Balaena mysticetus) in the Arctic region of Nunavik, Quebec, Canada. The study combines Inuit knowledge (IK), collected through semi-directed interviews with Inuit harvesters, and… more

    SPAF-network with Saturating Pretraining Neurons

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Burhani, Hasham, Thesis advisor (ths): Wenying, Feng, Degree committee member (dgc): Hurley, Richard, Degree committee member (dgc): Abdella, Kenzu, Degree granting institution (dgg): Trent University
    Abstract: <p>In this work, various aspects of neural networks, pre-trained with denoising autoencoders (DAE) are explored. To saturate neurons more quickly for feature learning in DAE, an activation function that offers higher gradients is introduced. Moreover, the introduction of sparsity functions applied to the hidden layer representations is studied. More importantly, a technique that swaps the… more

    Modelling Submerged Coastal Environments: Remote Sensing Technologies, Techniques, and Comparative Analysis

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Dillon, Chris, Thesis advisor (ths): Ponce Hernandex, Raul, Degree committee member (dgc): Franklin, Steven E., Degree committee member (dgc): Dodd, David, Degree granting institution (dgg): Trent University
    Abstract: <p>Built upon remote sensing and GIS littoral zone characterization methodologies of the past decade, a series of loosely coupled models aimed to test, compare and synthesize multi-beam SONAR (MBES), Airborne LiDAR Bathymetry (ALB), and satellite based optical data sets in the Gulf of St. Lawrence, Canada, eco-region. Bathymetry and relative intensity metrics for the MBES and ALB data sets… more

    Comparing Two Tablet-Based Visuomotor Tasks to Standard Laboratory Versions

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Bedore, Christopher Dale, Thesis advisor (ths): Brown, Liana E, Thesis advisor (ths): Lehmann, Hugo, Degree granting institution (dgg): Trent University
    Abstract: <p>The assessment of visuomotor function can provide important information about neurological status. Several visuomotor tasks exist for testing in the laboratory, although attempts to make these tests portable to allow quick and reliable assessment have been limited. We developed an assessment tool using two laboratory visuomotor tests as a tablet application: the double-step task, and an… more

    Childhood Precursors of Adult Trait Incompleteness

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Kennedy, Laura, Thesis advisor (ths): Summerfeldt, Laura, Degree committee member (dgc): Parker, James, Degree granting institution (dgg): Trent University
    Abstract: <p>Previous research has suggested that childhood sensory sensitivity may predict adult obsessive compulsive (OC) behaviours. To date, however, research has not addressed how the separate dimensions – harm avoidance and incompleteness - may influence this relationship or why it exists. The current study used a retrospective design to test a) if sensory sensitivity in childhood predicts… more

    Tool-use and near-tool effects: Exploring the influence of training demands

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Tracey, Gregory Evan, Thesis advisor (ths): Brown, Liana E, Degree committee member (dgc): Lehmann, Hugo, Degree granting institution (dgg): Trent University
    Abstract: <p>After active tool-use visual stimuli near a tool are processed more quickly and accurately than those farther away from a tool. Can these near-tool effects be modulated by training demands? To investigate this we asked the participants to complete a tool training task followed by a cross-modal interference task. During the training task the participants performed quick and accurate… more

    Investigating Ecological Niche Differentiation Among Wild Candids Experiencing Hybridization in Eastern North America

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Otis, Josée-Anne, Thesis advisor (ths): Murray, Dennis, Degree committee member (dgc): Thornton, Daniel, Degree committee member (dgc): Bowman, Jeff, Degree committee member (dgc): Conolly, James, Degree granting institution (dgg): Trent University
    Abstract: <p>Currently there are large areas of the North American landscape that are occupied by Canis spp. hybrids of several varieties, leading to the logical question as to the genetic structure and ecological function of Canis populations across the continent, and to what extent hybrids reflect contemporary landscapes. This study illustrated patterns of niche differentiation between parental… more

    The Fathering Experience of the Transition Into Parenthood

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Nolan, Dougal Matthew, Thesis advisor (ths): Smith-Chant, Brenda L, Degree committee member (dgc): Coughlan, Rory, Degree granting institution (dgg): Trent University
    Abstract: <p>Men who become fathers undergo a transitional period during which they adjust to their new role as the caregiver of a child, a time that is usually viewed as a major life transition (Lamb, 2010). Much of the published literature focuses on fathers with identified issues (e.g., divorced fathers); therefore, there is a need for research that looks at the experiences of more typical fathers… more

    A Model for the Differential Susceptibility of Strontium Titanate

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Lafleur, Patrick, Thesis advisor (ths): Atkinson, Bill, Degree committee member (dgc): de Haan, Hendrick, Degree committee member (dgc): Slepkov, Aaron, Degree granting institution (dgg): Trent University
    Abstract: <p>The appearance of a two-dimensional electron gas (2DEG) in oxide interfaces between strontium titanate (STO) and other materials has become a major area of study. The behaviour of the 2DEG in STO is not well understood in part because the dielectric properties of STO are not well characterized. The differential susceptibility has a major impact on the electric fields within strontium… more

    Social Communicative Factors as Predictors of Symptom Severity in Autism Spectrum Disorders

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Lobban-Shymko, Jan, Thesis advisor (ths): Im-Bolter, Nancie, Degree committee member (dgc): Freeman, Nancy, Degree granting institution (dgg): Trent University
    Abstract: <p>Early diagnosis of autism spectrum disorder (ASD), while providing many benefits, presents challenges to clinicians such as predicting the stability of symptoms. Accurately predicting symptom severity allows clinicians to confidently diagnose and assign the most appropriate treatment. Little research exists to date to predict symptom severity in children with ASD who have not been… more

    Genetic diversity and differentiation of Ontario's recolonizing fishers (Pekania pennanti)

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Greenhorn, Janet, Thesis advisor (ths): Bowman, Jeff, Thesis advisor (ths): Wilson, Paul J, Degree granting institution (dgg): Trent University
    Abstract: <p>Fishers (Pekania pennanti) were extirpated from many parts of Ontario in the early 20th century, but as of the early 2000s the species had recolonized most of its historical range. While the primary population genetic structure of fishers in central and eastern Ontario has not changed drastically over the past ten years, we did find evidence of increased secondary structure and a… more

    Understanding the establishment of Typha spp. in North America using population genetics and common garden studies

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Szabo, Jessica Lynn, Thesis advisor (ths): Freeland, Joanna R, Thesis advisor (ths): Doreen, Marcel E, Degree committee member (dgc): Wilson, Paul J, Degree granting institution (dgg): Trent University
    Abstract: <p>There are three cattail (Typha) taxa in Canada: T. latifolia (native), T. angustifolia (introduced), and their hybrid T. x glauca. The latter is invasive in regions around the Laurentian Great Lakes, and I investigated the potential role that commercial suppliers may be playing in the introduction of non-native Typha by comparing genotypes of North American, European, and commercially… more

    Utilizing Class-Specific Thresholds Discovered by Outlier Detection

    Year: 2016, 2016
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Branch, Richard Arthur Conan, Thesis advisor (ths): McConnell, Sabine, Thesis advisor (ths): Hurley, Richard, Degree granting institution (dgg): Trent University
    Abstract: <p>We investigated if the performance of selected supervised machine-learning techniques could be improved by combining univariate outlier-detection techniques and machine-learning methods. We developed a framework to discover class-specific thresholds in class probability estimates using univariate outlier detection and proposed two novel techniques to utilize these class-specific… more

    Impact of Wetland Disturbance on Phosphorus Loadings to Lakes

    Year: 2015, 2015
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Pinder, Kieran Chris, Thesis advisor (ths): Eimers, M. C, Thesis advisor (ths): Watmough, Shaun A, Degree committee member (dgc): Dillon, Peter J, Degree granting institution (dgg): Trent University
    Abstract: <p>Total phosphorus (TP) concentrations have declined in many lakes and streams across south- central Ontario, Canada over the past three decades and changes have been most pronounced in wetland-dominated catchments. In this study, long-term (1980-2007) patterns in TP concentrations in streams were assessed at four wetland-dominated catchments that drain into Dickie Lake (DE) in south-… more

    Adaptive Genetic Markers Reveal the Biological Significance and Evolutionary History of Woodland Caribou (Rangifer tarandus caribou) Ecotypes

    Year: 2015, 2015
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Marques, Adam Joseph Doncheff, Thesis advisor (ths): Wilson, Paul J, Thesis advisor (ths): Abraham, Ken F, Degree committee member (dgc): Schaefer, James A, Degree granting institution (dgg): Trent University
    Abstract: <p>Migratory and sedentary ecotypes are phenotypic distinctions of woodland caribou. I explored whether I could distinguish between these ecotypes in Manitoba and Ontario using genetic signatures of adaptive differentiation. I anticipated that signatures of selection would indicate genetic structure and permit ecotype assignment of individuals. Cytochrome-b, a functional portion of the… more

    Acidification of lakes in northern Saskatchewan: An assessment of sensitivity and risk from acidic deposition

    Year: 2015, 2015
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Cathcart, Hazel, Thesis advisor (ths): Aherne, Julian, Degree committee member (dgc): Watmough, Shaun, Degree committee member (dgc): Whitfield, Colin, Degree granting institution (dgg): Trent University
    Abstract: <p>The emission of acid precursors by large point sources in Western Canada</p><p>(such as the Athabasca Oil Sands Region) has prompted studies into the possible impact to downwind aquatic and terrestrial ecosystems. Sensitivity of catchments to acidic deposition was estimated for the total lake population of northern Saskatchewan (n=89,947) using regression kriging. Under the… more

    Regional differences in the whistles of Australasian humpback dolphins (genus Sousa)

    Year: 2015, 2015
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Hoffman, Jordan Michael, Thesis advisor (ths): White, Bradley N, Degree committee member (dgc): Nocera, Joe, Degree committee member (dgc): Schaefer, James, Degree granting institution (dgg): Trent University
    Abstract: <p>Most delphinids produce narrowband frequency-modulated whistles with a high level of plasticity to communicate with conspecifics. It is important to understand geographic variation in whistles as signal variation in other taxa has provided insight into the dispersal capabilities, genetic divergence and isolation among groups, and adaptation to ecological conditions. I investigated… more