Digital Commons Network^™

Providing Cadence Feedback In Real-Time To Guide Cardiovascular Workouts, Levi O. Rash

Master's Theses

Cardiovascular workouts offer numerous health benefits, yet beginners often find it challenging to initiate them. Existing wearable technologies, although providing valuable feedback such as heart rate zones, often disrupt the workout flow and distract users due to the need for interaction with the wearable display. In response, we propose an alternative feedback mechanism: cadence, measured in steps per minute. This feedback mechanism uses multiplicative control to produce the correct cadence for the user’s target heart rate (HR). To model the HR and cadence relationship, a first-order system was used. The prototype implementation of this system was completed in Arduino, using …

The Effect Of Probiotic Supplementation On Serum Metabolite Concentrations In Young Holstein Heifers, Emily G. Meissner

Master's Theses

The objective of this trial was to evaluate the effect of a multi-strain probiotic on serum concentrations of selected metabolites in young calves. Holstein heifers (n = 112) from a commercial dairy were enrolled within 48 h of birth and placed into individual hutches. Calves were weaned at 60 d of age and remained in their hutches until 90 d of age, when they were moved to group housing. Calves were placed into 2 treatment groups: 1) control and 2) B. subtilis, B. lichenformis, L. animalis, and P. freudenreichii probiotic (Bovamine Dairy Plus, Chr. Hansen, Milwaukee, WI). Control calves received …

Deciphering The Contribution Of Microglia To Neurodegeneration In Friedreich's Ataxia, Sydney N. Gillette

Master's Theses

Friedreich's ataxia (FRDA) is the most prevalent inherited ataxia, affecting one in every 50,000 individuals in the United States. This hereditary condition is caused by an abnormal GAA trinucleotide repeat expansion within the first intron of the frataxin gene resulting in decreased levels of the frataxin protein (FXN). Insufficient cellular frataxin levels results in iron accumulation, increased reactive oxygen species production and mitochondrial dysfunction. Tissues most heavily impacted are those most dependent on oxidative phosphorylation as an energy source and include the nervous system and muscle tissue. This is evident in the clinical phenotype which includes muscle weakness, ataxia, neurodegeneration …

Hydrological Analysis Of Post-Fire Responses Within The Little Creek Watershed Of Swanton Pacific Ranch, Alexander Jeffrey Wiens

Master's Theses

Climate change and a growing wildland-urban interface are associated with an increase in the number and severity of wildfires. While severe wildfires do cause a costly and dangerous impact on the environment and the public, their after-effects comprise important subjects of study. In post-fire hydrologic studies, the reduced infiltration and plant cover that results from wildfires can commonly be associated with increased peakflows and erosion. Phenomena such as the flooding and debris flows in Montecito after the Thomas Fire in late 2017 can have important implications on infrastructure and human lives. Quantifying post-fire peak flows and flooding volumes has therefore …

Pain Points: Cluster Analysis In Chronic Pain Networks, Iris W. Ho

Master's Theses

Chronic pain is a pervasive health issue, affecting a significant portion of the population and posing complex challenges due to its diverse etiology and individualized impact. To address this complexity, there is a growing interest in grouping chronic pain patients based on their unique treatment needs. While various methodologies for patient grouping have emerged, leveraging graph-based approaches to produce and evaluate such groupings remains largely unexplored. Recent studies have shown promise in integrating knowledge graphs into exploring patient similarity across different biological domains, indicating potential avenues for research. Additionally, there is a growing interest in investigating patient similarity networks, highlighting …

Sequential Memory Generation For Cognitive Models, Eben Miles Sherwood

Master's Theses

Understanding the process of memory formation in neural systems is of great interest in the field of neuroscience. Valiant’s Neuroidal Model poses a plausible theory for how memories are created within a computational context. Previously, the algorithm JOIN has been used to show how the brain could perform conjunctive and disjunctive coding to store memories. A limitation of JOIN is that it does not consider the coding of temporal information in a meaningful manner. We propose SeqMem, a similar algorithmic primitive that is designed to encode a series of items within a random graph model. We investigate the feasibility of …

Scalable Hybrid Neuromorphic Accelerator & Hybrid Neural Networks, Joshua Nardone

Master's Theses

With machine learning workloads currently at very large scales, models are distributed across large compute systems. On distributed systems, the performance of these models are limited by the bandwidth limitations of chip-to-chip communication. To relieve this bottleneck, spiking neural networks (SNNs) can be utilized to reduce inter-chip communication traffic utilizing inherit network sparsity. However, in comparison to traditional artificial neural networks (ANNs), SNNs can have significant degradation in performance with increased network scale and complexity.

This research proposes a hybrid neural network accelerator that uses the best of both spiking and non-spiking layers by allocating a majority of resources to …

Exploring Gender Disparities In Collaboration Networks: An Analysis Of H-Indices And Collaborator Proximity, Andrew R. Estrada

Master's Theses

Research is crucial for expanding the boundaries of what is known, driving innovation, and solving problems faced by communities. It is carried out across all sectors of society by all matter of institutions. Academic research is one such sector that contributes to a plethora of disciplines. Research often compels collaboration among researchers, and as with any team, the dynamics and outcomes are affected by the individuals who contribute to the research. For instance, researchers can be from different institutions; therefore research teams can differ in collaboration distance -- the geographic distance between the organizations of authors. In a similar vein, …

Using Plankton Edna To Estimate Whale Abundances Off The California Coast: Data Integration And Statistical Modeling, Katherine Chan

Master's Theses

Understanding marine mammal populations and how they are affected by human activity and ocean conditions is vital, especially in tracking population declines and monitoring endangered species. However, tracking marine mammal populations and their distribution is challenging due to difficulties in observation and costs. Using surrounding plankton environmental DNA (eDNA) has the potential to provide an indirect measure of monitoring cetacean abundances based on ecological associations. This project aims to apply statistical methods to assess the relationship of visual abundances of common species of baleen whales with amplicon sequence variants (ASV) of plankton eDNA samples from the NOAA-CalCOFI Ocean Genomics (NCOG) …

Identification Of Downy Mildew Resistance In Wild Arugula And Evaluation Of Downy Mildew Causing Pathogens And Management Practices, Reilly B. Blair

Master's Theses

Downy mildew has been a potentially devastating constraint to crop production within the Brassicaceae family worldwide (CABI, 2022) and on the Central Coast of California (Smukler, et al, 2008; Koike, et al. 2007). Downy mildew is a foliar disease, caused by the pathogens in the Hyaloperonospora genus on plants within the Brassicaceae family (Goker, et al, 2009). Downy mildew is a disease that is common in region of the world with Coastal climates that provide humidity and moderate temperatures (Sarahan, et al, 2017). Crops within the Brassicaceae family maintain a predominant role in agricultural systems worldwide (Cartea, et al, 2011) …

An Evaluation Of Sonderegger Pine Morphology, Kelsey Denise Shoemaker

Master's Theses

Sonderegger pine (Pinus x sondereggeri H.H. Chapm.), the naturally occurring hybrid of longleaf (Pinus palustris Mill.) and loblolly pine (Pinus taeda L.), is considered a producer of poor-quality wood due to observations of stem forking and a high number of large-diameter branches at maturity. Because landowners generally decline planting Sonderegger pine seedlings, nursery workers cull putative hybrids from longleaf pine seedling stock during lifting and processing. However, over the past 100 years, very few studies have quantified stem quality of Sonderegger pine. To gain a better understanding of the early growth and development of Sonderegger pine, evaluations of height, diameter …

Reports Of Autosomal Recessive Disease And Consanguineous Mating Within The Human Population, Johnathon L. Schluter

Master's Theses

It is anecdotally evident when investigating published reports of autosomal recessive disease that a substantial number of cases are the result of related (consanguineous) mating. This research seeks to quantify the percent of manuscripts describing autosomal recessive diseases published between 2000 and 2020 in which consanguineous mating is indicated. We analyzed 602 peer-reviewed manuscripts to identify the percentage of cases presented in which consanguineous mating was indicated, the underlying genes (novel gene or new mutation) and geographical region. These papers were accessed through a specific set of parameters on the free access PubMed Central (PMC) database. A total of 552 …

Effect Of Sex On The Accumulation Of Hepatic Mercury In Mallards Wintering In Louisiana, Latorya E. Mason

Master's Theses

The increase in mercury production through anthropogenic activities has led to a global crisis of mercury pollution that poses a significant threat to the health of both humans and wildlife. Aquatic ecosystems are especially at risk due to the creation of methylmercury, a toxic form of mercury, by sulfate-reducing bacteria in anoxic sediments and soils. Methylmercury enters the food chain where it bioaccumulates in individual organisms and then biomagnified with increasing trophic level. Aquatic birds are useful bioindicators of many pollutants, including mercury, due to their abundance and position in the food chain. Previous studies have primarily focused on mercury …

Downregulation Of Dax-1 Expression Via Mirna Overexpression As A Mechanism To Potentiate Breast Cancer, Nicholas C. Devito

Master's Theses

The orphan nuclear receptor DAX-1 (Dosage Sensitive Sex Reversal, Adrenal Hypoplasia Congenita, critical region on the X chromosome, gene 1) plays a key role in mammalian sex determination and steroidogenesis. In addition to these canonical examples, DAX-1 has been shown to play a contradictory role in cancer development. While DAX-1 is overexpressed in lung and prostate cancer, it is downregulated in breast cancer. One of the explanations for the paradoxical role of DAX-1 in cancer development could be microRNA (miRNA) dysregulation. After broadly surveying over 96 miRNAs historically upregulated in MCF7 breast cancer cells, we compared the expression of DAX-1 …

Impact Of Toll-Like Receptor 10 Mutations On Tuberculosis Infections, Adriana Nicole Rafael, Sangman Kim

Master's Theses

Tuberculosis (TB), caused by the intracellular pathogen Mycobacterium tuberculosis (M. tb), is a leading global health crisis causing millions of cases and deaths each year. Though it affects individuals of any race, ethnicity, or cultural group, research shows the disease disproportionately affects individuals with Asian ancestry. Immunity to M. tb starts with its recognition by pattern recognition receptors such as Toll-like receptors (TLRs), which are key players in immune responses. TLR-10, an understudied toll-like receptor due to its inability to be studied through mouse models, is thought to play a key role in the clearance of inflammatory diseases. SNP I775V, …

Impacting Queer Trans-Migrations In Mexico: A Case Study Of Civil Society Organization Casa Frida Refugio Lgbt+, Leticia Morales

Master's Theses

Mexico has historically been known as an emigration or transit country. In this context, civil society organizations have played pivotal roles in addressing the voids in support for migrants. Among these organizations, Casa Frida Refugio LGBT stands out as a significant service provider, specifically for LGBT+ migrants. This study engages in a qualitative case study analysis of the organization Casa Frida, drawing from interviews conducted with nine LGBTQ+ migrants and refugees, personal observations, and Casa Frida’s website and social media accounts. The research seeks to answer two central questions: Firstly, what role does an LGBT+ specific service provider like Casa …

Vrouwenwerk | Beyondtheglassceiling: Educate, Empower, Reimagine, Malou Lena Julia Desplenter

Master's Theses

In contemporary society, social media platforms have emerged as powerful tools for advocacy and activism. This thesis explores the potential of Instagram in raising awareness and fostering dialogue around workplace equity for women in Belgium. Inspired by influential women's advocacy accounts, I embarked on a journey to fill a noticeable gap in the digital landscape – the absence of Belgian-centric content addressing workplace empowerment for women. Grounded in the unique intersections of Belgian national policies, European Union directives, and global socio-economic dynamics, this capstone delves into the multifaceted challenges faced by Belgian women in the workplace.

Through critical historical analysis …

Differential Impacts Of Covid-19 Policy Enforcement On Food Security Dynamics, Shiv Gargé

Master's Theses

The COVID-19 pandemic has intensified food insecurity in the United States, disproportionately affecting vulnerable populations. This study examines the county-level impact of various COVID-19 policies on food insecurity using data from the U.S. COVID-19 County Policy (UCCP) Database and Feeding America's Map the Meal Gap study. Employing a Difference-in-Difference (DiD) approach and a Two-Stage Least Squares (2SLS) regression with two political instrumental variables to address potential endogeneity concerns, the findings reveal nuanced impacts. DiD estimates did not show significant effects on the rate of change in food insecurity but indicated promising signs for absolute population values. The 2SLS results suggest …

Investigating Racial Disparities Within Maternal Health Care In The United States: How Race, Socioeconomic Status And Geographic Location Affect Quality And Access To Maternal Health Care, Olivia Clopton Foster

Master's Theses

In this analysis, I delve into the historical context of medical racism in the United States, including the dark history of medical experimentation on black bodies from the time of the antebellum south until now. I pose the question: What is the correlation between race, socioeconomic status and geographic location to the quality and access to maternal health care? This deeply anti black historical background has a direct correlation to the quality and access of healthcare for black mothers. I approach this analysis through both a theoretical framework and statistical research, specifically highlighting the works of black feminist and global …

Knowledge Production And The Unthinkable: Weaving Stories Of Art, Gender, And Land, Christin Huntsman

Master's Theses

Colonialism is deeply and violently embedded in Western knowledge formation—dominant power structures produce epistemes that uphold and perpetuate colonial narratives. This kind of knowledge production forecloses other possibilities. Western discourse of truth becomes universalized to the point that other worldviews, other knowledges that do not conform to hegemonic norms, are suppressed or silenced. This thesis examines three areas of hegemony and erasure: art, gender, and land. First, the history of art clearly marks a delineation between Western elitist artistic masterpieces and non-Western ethnographic artifacts. Eurocentrism of art in the academy determines what counts as art and how art is categorized. …

The Investigation Of The Reaction Of 2,3-Dimethylfuran With O(³P) And The Estimate Of The Photoionization Cross Section Of C-Cl And Absolute Photoionization Cross Sections Of Chlorinated Organic Compounds, Yilan Lori Chen

Master's Theses

The work presented in this thesis focuses on gas-phase reactions, which are fundamental for reducing greenhouse gas emissions and mitigating climate change. The experiments are performed at the Advanced Light Source (ALS) of Lawrence Berkeley National Laboratory, where there is a time-of-flight mass spectrometer coupled with tunable synchrotron radiation at Beamline 9.0.2 to collect high-quality data.

Chapter 1 details the background and purpose of each project, along with an overview of the origins of synchrotron radiation and time-of-flight mass spectrometry. The adaptation of biofuels is a way to minimize carbon emission and air pollutants, so research surrounding the reaction dynamics …

Impact Of Temperature On Children’S Nutrition: A Comparative Study Of Three Ecological Regions Of Nepal, Prakriti Shakya

Master's Theses

Nutrition obtained during the growth period of childhood significantly influences long-term well-being and overall productivity, ultimately contributing to the economy of a society. However, weather shocks can wreak havoc by damaging crops, changing yields of important crops and disrupting market access, which directly impacts the food intake of both adults and children. When these adverse events occur during childhood, short term and long term inadequacy in nutrition as well as disease incidence can cause malnutrition leading to stunted growth and cognitive impairment that may persist into adulthood, affecting the labor market and increasing health expenditure. To address this issue, we …

What The Stork Brought: Endogenous Fertility Preferences, Lucas Fortier Borden

Master's Theses

Where most existing literature on fertility preferences has described how fertility preferences shape outcomes, this paper provides insight into how the sex of a recent birth affects a mother’s fertility preferences. Utilizing data from the Demographic Health Survey from 1985-2020 in 81 countries containing 309,238 mothers who gave birth in the past 12 months and who have equal to or fewer than three children, I employ OLS with two-way fixed effects as my primary specification, examining the effects of the plausibly exogenous sex of a recent birth on sibship sex composition preferences. Results show that a recent daughter birth increases …

Matrilineal Ethnic Affiliation And Female Empowerment: Investigating Attitudes Towards Female Autonomy And Health In Ivorian Households, Martine Hind Stølan

Master's Theses

Kinship structure is a fundamental aspect of anthropology, however, there is still a gap in literature on its impact on economic research, particularly regarding female autonomy and health. This study aims to address this gap by examining the influence of matrilineal ethnic affiliation on attitudes towards female autonomy and health within Ivorian households. Using data from the 2011 IPUMS Demographic and Health Survey for the Ivory Coast, using female responses, this study investigates the complex dynamics shaping attitudes towards female autonomy and access to health care. Analysis on these aspects is done using ordinary least squares (OLS) and logistic estimations. …

The Plagiarism Question Of Ai: How Teachers Have Responded To Llms In The Classroom, Anthony E. Wolf

Master's Theses

This study is a phenomenology conducted in the Spring of 2024 that interviews seven educators to bridge the gap between speculation and the observable realities of the current applicability of Large Language Models (LLMs) such as ChatGPT and Google Gemini. Interviews recorded pedagogical methods, classroom policies concerning LLMs, and various methods used to detect and address the use of LLMs for plagiarism. The findings seem to imply a relationship between the applicability of LLMs to teachers’ pedagogical methods and the policies that teachers implemented. Discussion is made through the lens of critical digital pedagogy, zone of proximal development, and Paperson’s …

Chemical Extraction Of Non-Exchangeable Radiocesium From Fukushima Soils Using Ion-Exchange And Selective Precipitation, Ian Danquah

Master's Theses

The Fukushima Daiichi Nuclear Power Plant meltdown in Japan resulted in the release of radionuclides into the environment. Soil in neighboring prefectures has been reported to be among the most contaminated. Since the event in 2011, a large volume of soil has been collected and stored in temporary storage facilities, awaiting decontamination. Numerous methods have been used and employed to remediate these soils, but most methods do not achieve the 90% removal target set by the Japanese government for safe disposal. Among all reported methods, the ion-exchange technique has been reported to be cost-efficient and effective. A study by Tamura …

Patterns And Potential Mechanisms Of Phenotypic Changes In Urban Small Mammals, Leslie Lopez

Master's Theses

Urbanization is an example of human induced rapid environmental change that can have wide-reaching ecological effects, including habitat destruction, fragmentation, and alteration of local climates. Effects of urbanization have been shown to impact wildlife, as disturbances resulting from urbanization can create novel environments and selective pressures that could lead to changes in morphology, physiology, or both. Small mammals such as rodents are an ecologically important set of wildlife species because they are a key prey item for several predators, hold strong influence over plants as a primary consumer, and some species carry and transmit major human and animal diseases. Previous …

Soil Bacterial Community Shifts In A Montane Longleaf Pine Restoration Site: Effects Of Dominant Herbaceous Species Removal, Prescribed Burn, And Changes In Season, Isabella K. Vahle

Master's Theses

Longleaf pine (Pinus palustris Mill.) ecosystems are one of the most endangered and ecologically diverse systems in North America. The native herbaceous species serve as fuel for low-intensity, recurring fires this system relies on. The herbaceous species play major roles in maintaining ecosystem structure and diversity. Soil microorganisms like bacteria are known to aid greatly in many different plant and ecosystem processes. However, little is known about the dominant herbaceous species and soil bacterial compositions within montane longleaf pine ecosystems, especially before and after a prescribed fire. We completed a multiyear, seasonal analysis of the soil bacterial community in …

Primate Social Behavior And Embodied Action, Maria Elbon

Master's Theses

The evolutionary origins of uniquely human cognitive processes remain poorly understood. Comparative analysis between humans and great apes can help identify derived characteristics and extrapolate ecological conditions leading to the evolution of specifically human cognitive abilities. It has been posited that the relatively large brain size of primates, in relation to body size, evolved in response to increasing social complexity and the accompanying cognitive demands placed on gregarious organisms that need to maintain cohesive, functional groups. Studies examining primate social behavior and cognition have focused on foundational abilities and cognitive capacities that are theorized to act as progenitors to uniquely …

Back To Black: Analyzing The Presence Of White Control Over Black Representations In Media And The Responses Of Black Creators, Serena Smith

Master's Theses

The focus of this thesis largely discusses the perceptions held by White people of Black people and the Black community, and how these discriminatory perceptions have been presented in various forms of consumable media and other societal aspects throughout American history. These racially biased misrepresentations have also negatively affected the progression and internalization of the concept of Black cultural identities for Black people throughout history and how they are able to relate to the rest of American society. I am arguing that contemporary media and films produced by Black creators, such as Cord Jefferson’s 2023 film American Fiction, tend …