Digital Commons Network^™

Vertical And Latitudinal Variability Of Marine Heatwaves In The California Current, Gavin M. Plume

Master's Theses

Marine heatwaves (MHWs) are increasing in frequency and intensity globally, with grave effects on marine ecosystems and their dependent industries. There are significant gaps in knowledge of the subsurface behavior and geographic distribution of MHWs, especially in eastern boundary upwelling systems like the California Current. Here, two decades of full water-column temperature observations from a shallow autonomous profiler in San Luis Obispo Bay (~10m) revealed that while MHWs have similar average durations and intensities across all depths, one-third of bottom MHWs occur without a concurrent surface signal. MHWs across the water column initiated during anomalously weak upwelling or downwelling conditions …

Clusters, Trends, And Choices: Feature Selection In Interactive Statistical Graphics, Dylan Le

Master's Theses

Exploratory data analysis (EDA) is a method for uncovering the structure and key characteristics of data, often through the use of statistical graphics. These visual tools can reveal patterns and trends, and their effectiveness can be enhanced through interactivity. By enabling users to filter data, zoom, and toggle visual features, interactive plots can accelerate and enrich the EDA process. This study extends a previous graphical study by incorporating an interactive framework. Using a statistical lineup protocol with two target patterns (a linear trend and a clustering trend) participants interacted with plots by toggling various aesthetic features, including cluster coloring, ellipses …

The Chumash War Of 1824: Revolution And Counterrevolution In The California Missions Santa Inés, Santa Barbara, And La Purísima, Joseph V. Payne

Master's Theses

In 1824, the Indigenous Chumash of Missions Santa Inés, Santa Barbara, and La Purísima de Concepción went to war against the settler-colonial system that bonded them to the mission lands and forced labor regime demanded by the Spanish Franciscan missionaries and compelled by Mexican military force in Alta California. The conflict lasted months and included violent battles and skirmishes at all three missions, the militant occupation and reclamation of La Purísima, a mass exodus to the interior of the territory, and the subsequent counterrevolutionary collaboration of the Spanish missionaries and Mexican military to return many (but not all) of the …

The Extraordinary In The Ordinary: Nineteenth Century Female Teachers And Their Professionalization Of An Occupation, Samantha G. Santana

Master's Theses

Women’s occupation as teachers has remained uncritically relegated to the sphere of women’s work. In reality however, early nineteenth century female teachers made clear articulations how they understood their occupations as teachers. Through their publications, autobiographies, and biographies written by former pupils, they left behind for current educators their estimations of the integral job they performed. As educators, these women maintained the paramount role of educating the nation’s next generation of citizens. This was of particular importance in the aftermath of the American Revolution when America’s children were subjected to lacking, colonial education experiments. Before and during the ensuing common …

Effect Of Household Oil Contamination And Agricultural Soil Contamination On Phyllosilicate Nanocatalyst Performance During Pyrolysis Of Polyolefins, Joey Velasquez

Master's Theses

The effect of household oil and agricultural soil contamination on catalyst performance during polyolefin pyrolysis was simulated on mixed virgin plastic pellets by evaluating contamination influence on mixed plastic degradation temperatures. Three phyllosilicate nanocatalysts including Fulcat435, Fulcat22F and Y-Zeolite were evaluated in this work based on a literature review of catalyzed plastic pyrolysis and these catalysts’ ability to lower plastic decomposition temperature by 50 °C – 100 °C. These findings were confirmed in this research through thermogravimetric analysis of a polyolefin mixture and further developed in furnace experiments containing household oil and agricultural contamination. Household oil contamination deactivated each of …

The Effect Of Dietary Strawberry Supplementation On Glycemic Control Factors In Overweight And Obese Postmenopausal Women With At-Risk Diabetes Mellitus Pathogenesis, Jennifer Herrera

Master's Theses

Glycemic control is directly related to type II diabetes mellitus (T2DM). As of 2023, 30.5 million Americans have T2DM, and this number only continues to increase exponentially across the world (“Facts & Figures,” n.d.). T2DM is only a precursor to fatal conditions including cardiovascular disease, the number one cause of death in the United States. Extensive research has revealed that strawberries, a high polyphenolic food, may pose positive effects on glycemic control biomarkers. This study aimed to investigate the effect of three servings of strawberries in the form of 39-g of freeze-dried strawberry powder (FDSP) for six weeks on glycemic …

Effectiveness Of Nutrition Education On Male Student Veterans From Cal Poly, San Luis Obispo University, Keith S. Kim

Master's Theses

This pilot study evaluated the effectiveness of a 13-week nutrition education intervention designed to improve dietary patterns, physical health, and mental health outcomes among 10 student male military veterans at California Polytechnic State University, San Luis Obispo. The intervention, grounded in the Dietary Guidelines for Americans, 2020–2025, included a one-time educational presentation and periodic recap videos to reinforce key messages. Outcome measures included dietary intake, body mass index (BMI), handgrip strength, depressive symptoms (via the Beck Depression Inventory), and post-traumatic stress disorder (PTSD) symptoms (via the PCL-5). Results revealed no statistically significant changes in dietary patterns, BMI, handgrip strength, …

"Great Big Beautiful Tomorrow": Disneyland, Science, And The Cultural Cold War, Emily Searson

Master's Theses

Disneyland, the popular Anaheim-based theme park in California, opened its doors during heightened Cold War tensions in 1955. In this thesis, I trace the origins of Tomorrowland, one of the five original themed lands in Disneyland that included futuristic rides and attractions to depict Walt Disney’s imagining of the year 1986. I examine Tomorrowland in particular to argue that WED Enterprises (Disneyland, Inc.’s research and development arm) and Disney’s vision of scientific progress aligned with U.S. Cold War policy goals, especially containment. Disney and WED Enterprises meticulously planned Tomorrowland with the help of notable American defense contractors, including the Monsanto …

A Decision Support System For Conference Session Selection Using Natural Language Processing, Tillman E. Erb

Master's Theses

Conference attendees are faced with selecting from hundreds to thousands of presentations and sessions in pursuit of new findings and methods relevant to their area of interest, an overwhelming amount of information from which to clearly make a decision. To address this, we developed a decision support system leveraging natural language processing (NLP) techniques such as semantic matching. By creating and matching embeddings of conference presentation abstracts and titles, the application provides improved query matching compared to keyword searching. We introduce Session Scout, a novel conference decision support system built upon a semantic retrieval framework. Session Scout is designed to …

Bandwagon Behavior In Major League Baseball, Daniel E. Erro

Master's Theses

This study investigates “bandwagon” behavior among Major League Baseball (MLB) fans by analyzing Google search interest data from 2004 to 2019. Drawing on publicly available information from Google Trends, the analysis explores how fluctuations in search activity align with team performance during both the regular season and postseason. Hierarchical linear models are used to estimate expected levels of fan interest based on team performance and market characteristics. Deviations from these expectations during the regular season are interpreted as evidence of bandwagon or anti-bandwagon behavior. A drop-off in interest following playoff elimination is also examined to capture shifts in fan attention …

Comparing The Effectiveness Of Low Impact Image Analysis To Traditional Vegetation Sampling In A Branford Marsh, Peter T. Porrello

Master's Theses

The growing need for non-intrusive research methods has led to a surge in passive data collection, such as audio recorders, data loggers, and camera traps, in the ecological field. This improves the capacity to observe fragile habitats without causing any harm and gives researchers new perspectives on the natural world. A non-invasive cable camera system is suggested as a means of gathering data to lessen these ecological disruptions. By taking images of the salt marsh's surface, this technique will minimize plant destruction and lower CO2 emissions brought on by foot traffic through the marsh, whilst producing data that is on …

The Application Of Lidar For Classifying Wildland Fuels, Madison Muschetto

Master's Theses

Accurate vegetation classification is critical for modeling wildfire behavior, particularly in fire-prone ecosystems where fuel type influences fire spread and intensity. This study evaluates the effectiveness of UAV-based aerial LiDAR, supplemented by multispectral imagery, for classifying grass, shrub, and tree vegetation types across a grass-dominated landscape. Using canopy height thresholds, vertical profile analysis, LiDAR predictions were compared against field-verified vegetation observations at 80 survey points. Results showed that LiDAR classified grass with high accuracy but was less reliable for detecting shrubs and trees, especially under canopy cover. Misclassifications were most common beneath tree canopies and in areas where low-stature shrubs …

Frequent Itemset Mining With Tidyclust In R, Andrew D. Kerr

Master's Theses

Unsupervised learning is closely associated with clustering, however other methods fall under this umbrella such as data mining. In R, the tidyclust package provides a unified interface for clustering models, yet lacks support for data mining. This thesis addresses this gap by introducing the Apriori and ECLAT algorithms into tidyclust, with a focus on frequent itemset mining. Unlike traditional clustering models, frequent itemsets produce groupings of column variables, rather than cluster labels or partitions of observations. To address this, a novel clustering approach is proposed: items (columns) are grouped based on their ”dominant” frequent itemset. A key contribution is a …

Langlands Reciprocity And The Splitting Behavior Of Primes In Number Fields, Skip E. Moses

Master's Theses

This thesis explores the evolution of reciprocity laws in number theory in order to provide a conceptual bridge between the classical ideas of quadratic reciprocity and the modern framework of the Langlands program. We develop the necessary algebraic background to understand how the splitting behavior of primes in number fields reflects deep arithmetic structure in ℚ. Starting with quadratic fields and cyclotomic extensions, we motivate the development of the Kronecker–Weber theorem and the characterization of abelian extensions of ℚ. We then introduce Artin reciprocity and show how it generalizes quadratic reciprocity through the formalism of Frobenius elements and Artin L-functions. …

A Case Study Of Leveraging Auxiliary Data To Improve Treatment Effect Estimation Precision In An Hiv Clinical Trial, Lana Mai Huynh

Master's Theses

Randomized controlled trials (RCTs) are typically the gold standard for evaluating treatment efficacy in the medical field, yet they can have small sample sizes due to logistical, ethical, and financial constraints. This limitation can result in imprecise treatment effect estimates. Recent methods have sought to enhance the precision of RCT estimates by incorporating information from large, observational, “auxiliary” datasets. An auxiliary dataset includes units that were not randomized in the trial itself, but may be similar to the RCT sample. By leveraging predictive models trained on these auxiliary data, researchers can adjust for potentially more powerful covariates, thereby reducing variance …

Determinants Of Integration: Migration Difficulty, Mental Health, And Social Connections Among Eritrean Immigrants, Shewit Woldemichael

Master's Theses

This thesis explores how the experience of migration hardship affects integration outcomes of Eritrean migrants in the U.S. and the Netherlands. Using original survey data and the Immigration Policy Lab’s Integration Index (IPL-24), this paper investigated the intersection of economic, psychological, and social interactions that facilitate integration outcomes. This research finds that migration hardship doesn’t just make people’s lives more difficult; it breaks down the social ties and mental well-being that are essential for economic success measured by integration.

The Antioxidant Potential Of Rosemary Leaf-Derived Nanovesicles, Shani Akila Griffin

Master's Theses

Human dermal fibroblasts are essential for maintaining skin homeostasis. However, exposure to exogenous and endogenous stressors can lead to fibroblast instability, extracellular matrix degradation, and excessive reactive oxygen species (ROS) production. These factors contribute to skin aging and ROS-induced skin disorders leading to hair loss. Adverse effects from synthetic treatments have driven interest in natural alternatives like plant extracts for skin therapy. However, the polyphenols in these treatments require an effective delivery system to ensure their stability and targeted application. Plant derived nanovesicles (PDNVs) are emerging as a promising natural alternative for therapeutic applications. Their biocompatibility, stability, and encapsulated compounds …

Dsa-Api: Data Standardization Automation Using Ai-Powered Apis, Andrew Asher Turner

Master's Theses

The common factor with current implementations of Artificial Intelligence (AI) is data. Companies are constantly looking for new ways to analyze data, but it comes in various formats: Text, Comma Separated Value (CVE), JavaScript Object Notation (JSON), Extensible Markup Language (XML), and Excel. How can AI be adapted to standardize formats for data analysis, integration, and digestion efficiently? Published research acknowledged that Machine Learning (ML) and AI can provide an automated method to speed up this process and limit the human decision-making error. With the advancement in AI, Application Programming Interfaces (APIs) prompt the idea that they can take in …

Loadshedding And Nighttime Light Intensity In South Africa: Evidence From High-Frequency Satellite Data, Jurney Lajos

Master's Theses

This paper investigates the relationship between loadshedding and nighttime light intensity in South Africa using high-frequency satellite data from 2020 to 2024. By linking rotational blackout schedules to daily radiance measurements at the suburb level, the study examines how electricity disruptions affect visible light emissions and whether these effects vary by wealth. Results show that while load shedding has be-come increasingly severe in recent years, its impact is not felt equally. Poorer suburbs experience larger and more persistent reductions in nighttime radiance during black-outs, suggesting limited capacity to adapt. In contrast, wealthier suburbs show signs of resilience, with smaller drops …

Unequal Shocks: The Heterogeneous Impact Of Earthquakes, Claire Marie James

Master's Theses

What effect does neighborhood wealth have on disaster outcomes and disaster induced migration? Using the 2023 Kahramanmaraş Earthquake in Southern Türkiye and Syria as a natural shock, I examine how the short term migration response to building damage and earthquake exposure differs by average neighborhood home prices. Using a panel dataset of population by bing tile, from Meta’s Data for Good Project, I employ time series and cross sectional regression analysis. I find that wealthy neighborhoods are better able to retain population than non-wealthy counterparts.

Weather Impacts On Migration And Food Insecurity In Bangladesh, Brendon M. Wong, Andrew Hobbs

Master's Theses

This paper analyzes the impact of weather shocks on household migration and food insecurity, and the mechanisms in which they do so. As climate change continues to impact weather patterns, subsistence farmers remain extremely vulnerable and can experience decreases in welfare. Using the Bangladesh Integrated Household Survey, we construct a panel dataset to measure the effects of temperature and rainfall on remittance amounts, food consumption scores, and child wasting z-scores. We observe that weather has strong impacts on these outcomes but are dependent on the rice variety and growing season. We do not find strong evidence that the mechanism in …

Downstream Delays: Effects Of Flooding On Childrens Education And Time Use In Peru, Miki Robert Izu

Master's Theses

Flooding is a major cause of destruction and economic loss affecting over 80 million people annually. Flooding during childhood can lead to educational setbacks with long term economic impacts. This study investigates the causal impacts of flood shocks on educational achievement and children's time use using the Young Lives Survey, a panel dataset surveying children in Peru over 19 years of childhood. This study finds that flooding causes a temporary positive "spike" in girls hours of labor immediately after a flood which subsides by three to six years after flooding. The additional hours of labor does not reduce hours of …

Climate Shocks, Crop Yields, And School Enrollment In Rural Ethiopia, Mallika Matharu

Master's Theses

This study investigates how climate-induced shocks to agricultural productivity affect school enrollment in rural Ethiopia. Using five waves of panel data from the Ethiopia Living Standards Measurement Study (LSMS) and satellite-derived weather indicators, I estimate the causal effects of crop yields, specifically Teff, Sorghum, and Maize, on children’s school attendance. To address the endogeneity of agricultural output, I instrument crop yields with agro-climatic measures such as growing degree days (GDD), harmful degree days (HDD), and soil moisture during the Meher growing season. The main empirical strategy uses a two-stage instrumental variable approach with region and wave fixed effects. Results suggest …

The Long-Term Effect Of Universities On Local Technology, Dafina Rizvanolli

Master's Theses

This paper studies the long-term effects of universities on local economic complexity, contributing to new evidence on how higher education institutions shape local productive capabilities over time. While extensive research documents universities’ positive impact on development, fundamental questions remain about the mechanisms through which they operate. Our study employs the Economic Complexity Index (ECI), a measure that captures the diversity and ubiquity of regional economic structures, to provide novel insights into universities’ influence on local economies. Building on Andrews (2023), we exploit historical natural experiments in university site selection during the 19^th and 20^th centuries in the U.S. …

Leadership, Performance, And Retention: A Case Study Of Loreto Convent Girls' Secondary School, Matunda, Judith Nekesa

Master's Theses

This study investigates the role of leadership in influencing student performance and retention at Loreto Convent Girls’ Secondary School, Matunda, Kenya. Prompted by a noticeable decline in academic achievement, student enrolment, and staff morale, the research explores how leadership practices, governance structures, and the adequacy of leadership preparation have contributed to the institution’s challenges. Framed by Authentic Leadership Theory, the study employs a qualitative case study methodology, drawing on semi-structured interviews with stakeholders, including students, alumni, teachers, parents, and members of the Board of Management.

The findings reveal three interrelated leadership shortcomings: inadequate leadership development, frequent leadership changes, and governance …

Effective Altruism, In-Group Favoritism, And Urban And Rural Values Across Cultures, Brian Chu

Master's Theses

Effective altruism has become an increasingly fashionable philosophy in recent years, with ardent supporters in Silicon Valley and other echelons of power. This study investigates to what extent people in urban and rural settings in the U.S., South Africa, and India act as effective altruists by employing an experiment in which participants must decide how to divide a $100 donation between two charities, one benefiting 10 people in their in-group and the other, more “effective” charity, benefiting 100 people in their out-group. The results show some areas in which U.S. urban populations act much more effectively altruistic than others, perhaps …

Negotiating Migration In The Mediterranean: A Comparative Study Of Morocco And Italy’S Border Policies And Their Humanitarian Impact On Irregular Migrants, Shennel Ep Henries

Master's Theses

Serving as both a barrier and a bridge that connects Africa and Europe, the Mediterranean is today the focal point of global controversies around migration, where humanitarian interests balance against border policing and meet securitization policies. This thesis examines the questions: How do irregular migrants adapt, interpret, and maneuver around securitized Moroccan and Italian migration policies, and what do their strategies tell us about the relationship between humanitarianism and securitization in Mediterranean bordering processes? Drawing on qualitative evidence, including expert interviews with organization employees and volunteers in Morocco and Italy (Fondazione Solidarietà Caritas, Nosotras Onlus, and Caritas Maroc), field observation, …

Establishment Of Six Flags Over The Deconstruction Of Sandtown, John Ely

Master's Theses

Development, both private and public, has played a crucial role in the knowledge that historians can take from the land, but the desire to build quickly ultimately destroyed many sites before they were properly studied. The Chattahoochee River, along with almost all the other rivers and streams in the Southeast, supported not only survival but civilization. Unfortunately, almost the entire catalog of scholarly sources regarding these places was written by men of European descent, and these writers rarely discuss the details regarding the fate of the sites that were destroyed in the name of industry. Sandtown was an almost mythic …

An Analysis Of The Armorettes’ Mission To Help The Atlanta Lgbtq+ Community, Edwin Hernandez

Master's Theses

The Armorettes are a self-proclaimed camp drag troupe that have been performing in the Atlanta drag scene since 1979. First formed as a cheer group for a softball team associated with The Armory, a well known gay bar at the time, they quickly added drag performance and charity work to their name. The group came to be as the HIV/AIDS epidemic began affecting Atlanta. Atlanta was hit hard by the disease. Several comorbid factors contributed to the disproportionate numbers seen in the city beginning in the 1980s. They quickly took on the mission of raising money for charities and organizations …

Agreement Between Methods For Describing The Intensity Of A High Intensity Functional Training Workout, James W. Henley

Master's Theses

This study examined whether a speed-based metric, expressed as percent of maximal speed (%MS), could serve as a practical and accurate method for quantifying intensity in high-intensity functional training (HIFT). Traditional intensity markers—heart rate (HR), blood lactate concentration ([La-]), and rating of perceived exertion (RPE)—were compared to %MS during low- and high-volume (LV, HV) workouts using a combination of correlation and agreement analyses. Twelve males and twelve females completed a baseline assessment followed by two experimental workout sessions. Participants wore HR monitors, provided pre- and post-exercise [La-] samples and RPE scores, and performed maximal speed tests for each workout movement. …