Digital Commons Network^™

The Effects Of Aboveground Herbivory On Root Traits And Root Decomposition, Emily A. Chavez

All Graduate Theses and Dissertations, Fall 2023 to Present

Soil holds more carbon (C) than the Earth's atmosphere and vegetation combined. Soil loses carbon through soil respiration and releases CO₂ from the soil. The soil respiration rate can vary based on the chemistry of the plant litter inputs and physical factors, such as soil temperature and nutrient content. In Alaska's Yukon-Kuskokwim (YK) Delta, grazing by geese affects the chemistry of plants and the soil's physical qualities, thus altering the rate of soil respiration. Although we know that goose herbivory leads to changes in the rate of soil respiration, we know very little about how goose herbivory affects the …

Field Flow Measurements For Pipe Installations With Non-Ideal Conditions, Jake Douglas

All Graduate Theses and Dissertations, Fall 2023 to Present

Accurate flow measurement data is necessary to effectively manage water resources. The purpose of this research is to investigate options to improve field flow measurement by investigating alternatives for calibrating flow meters installed in non-ideal piping. Typically, to accurately measure a flow rate using most types of flow meters, it is recommended that a straight section of pipe be installed immediately upstream and downstream of the flow meter to avoid flow fluctuations at the meter location. However, in many cases, flow disturbances upstream of the meter are unavoidable.

The performance of field flow measurements in non-ideal piping scenarios were studied …

Exploring Application Of The Coordinate Exchange To Generate Optimal Designs Robust To Data Loss, Asher Hanson

All Graduate Theses and Dissertations, Fall 2023 to Present

The primary objective of this study is to evaluate the efficacy of the coordinate exchange (CEXCH) algorithm in the generation of robust optimal designs. The assessment involves a comparative analysis, wherein designs produced by the Point Exchange (PEXCH) Algorithm are employed as benchmarks for evaluating the efficiency of CEXCH designs. Three modified criteria, selected from the traditional alphabet criteria pool, are utilized to score each algorithm. To enhance the reliability of the comparative analysis, multiple rounds of validation are conducted, focusing on visual assessments, design scores, and criteria efficiencies. The findings from each round of validation contribute to a comprehensive …

Achieving Responsible Anomaly Detection, Xiao Han

All Graduate Theses and Dissertations, Fall 2023 to Present

In the digital transformation era, safeguarding online systems against anomalies – unusual patterns indicating potential threats or malfunctions – has become crucial. This dissertation embarks on enhancing the accuracy, explainability, and ethical integrity of anomaly detection systems. By integrating advanced machine learning techniques, it improves anomaly detection performance and incorporates fairness and explainability at its core.

The research tackles performance enhancement in anomaly detection by leveraging few-shot learning, demonstrating how systems can effectively identify anomalies with minimal training data. This approach overcomes data scarcity challenges. Reinforcement learning is employed to iteratively refine models, enhancing decision-making processes. Transfer learning enables the …

Water Data Science: Data Driven Techniques, Training, And Tools For Improved Management Of High Frequency Water Resources Data, Amber Spackman Jones

All Graduate Theses and Dissertations, Fall 2023 to Present

Electronic sensors can measure water and climate conditions at high frequency and generate large quantities of observed data. This work addresses data management challenges associated with the volume and complexity of high frequency water data. We developed techniques for automatically reviewing data, created materials for training water data managers, and explored existing and emerging technologies for sensor data management.

Data collected by sensors often include errors due to sensor failure or environmental conditions that need to be removed, labeled, or corrected before the data can be used for analysis. Manual review and correction of these data can be tedious and …

Advancing Near Surface Soil Moisture Measurements Using Robotics, Automation, And Remote Sensing, Hemanth Narayan Dakshinamurthy

All Graduate Theses and Dissertations, Fall 2023 to Present

Near-surface soil moisture, or the water content within the soil, is important for understanding the interactions between land and the atmosphere, and for monitoring plants in agricultural settings. However, soil moisture can be highly variable within the same field and varies considerably with time. The challenge involved with measuring soil moisture is that traditional techniques that rely on obtaining large samples are labor and time-intensive, especially for large fields. Developments in sensor technologies have allowed users to record the soil moisture regularly at the points where the sensors are installed. However, to understand how soil moisture changes across a field …

Experimental Nonnative Wood Addition Enhances Instream Habitat For Native Fishes And Investigating Dryland River Alterations, Benjamin J. Miller

All Graduate Theses and Dissertations, Fall 2023 to Present

The rivers of the Colorado River Basin (CRB) have been degraded by human activities such flow regulation, water overallocation, and the introduction of invasive riparian vegetation (primarily tamarisk tamarix spp. and Russian olive Elaeagnus angustifolia). These stressors have resulted in widespread habitat loss and simplification, which is a major contributor to the endangerment of native fishes in the CRB.

The objectives of this study were to 1) assess the effectiveness of enhancing native fish habitat by experimentally adding cut wood from nonnative Russian olive to the San Juan River, a highly degraded dryland river, and 2) determine the …

Understanding Peer Interactions In Undergraduate Engineering Education, Jack C. Elliott

All Graduate Theses and Dissertations, Fall 2023 to Present

Whether they occur inside or outside the classroom, social interactions between undergraduate students play a key role in student success. As a result, engineering education researchers have sought to understand why students interact with certain peers, and which types of interactions relate to positive student outcomes. While existing studies show promising results for formal group assignments, most have been conducted in a single undergraduate course. Because important student interactions occur outside and inside courses, more research is needed to fully understand (a) why students choose to, or not to, interact with other students, and (b) how these interactions relate to …

Evaluating An Integrated Science, Technology, Engineering, And Math/Computational Thinking Professional Development Program For Elementary Level Paraprofessional Educators, Aubrey A. Rogowski

All Graduate Theses and Dissertations, Fall 2023 to Present

For my dissertation, I looked at a training program one Utah school district used to teach paraprofessional educators science, technology, engineering, math, and computational thinking. Specifically, the program taught them about what computational thinking is and how they could use it when teaching science, technology, engineering, and math to students from kindergarten to sixth grade. While reviewing this program, I evaluated 1) The experiences the paraprofessionals had with the program, 2) Whether the paraprofessionals understood computational thinking, and 3) Whether the program prepared them to teach computational thinking to K-6 students.

I worked with eight paraprofessionals who participated in this …

A Review Of Student Attitudes Towards Keystroke Logging And Plagiarism Detection In Introductory Computer Science Courses, Caleb Syndergaard

All Graduate Theses and Dissertations, Fall 2023 to Present

The following paper addresses student attitudes towards keystroke logging and plagiarism prevention measures. Specifically, the paper concerns itself with changes made to the “ShowYourWork” plugin, which was implemented to log the keystrokes of students in Utah State University’s introductory Computer Science course, CS1400. Recent work performed by the Edwards Lab provided insights into students’ feelings towards keystroke logging as a measure of deterring plagiarism. As a result of that research, we have concluded that measures need to be taken to enable students to have more control over their data and assist students to feel more comfortable with keystroke logging. This …

Collective Teacher Efficacy And Effective Title I Eligible Schools: A Mixed Methods Approach, Donald R. Mendenhall

All Graduate Theses and Dissertations, Fall 2023 to Present

Students living in poverty have historically scored lower than more affluent peers. However, research suggests that collective teacher efficacy (CTE) may be more strongly associated with student academic success than socioeconomic background. Therefore, this study identifies successful Title I eligible schools that also have high levels of collective teacher efficacy to identify methods for increasing CTE in schools. A mixed methods research study model is used to explain how two successful Title I schools were able to achieve academic success and high levels of CTE. The study finds some of the perceptions of school staff, and the actions and processes …

Inferring A Hierarchical Input Type For An Sql Query, Santosh Aryal

All Graduate Theses and Dissertations, Fall 2023 to Present

SQL queries are a common method to retrieve information from databases, much like asking a detailed question and getting a precise answer. Plug-and-play queries simplify the process of querying. In a Plug-and-play SQL query a programmer sketches the shape of the input to the query as a hierarchy. But the programmer could make a mistake in specifying the hierarchy and it takes programmer time and effort to specify the hierarchy. A better solution is to automatically infer the hierarchy from a query. This thesis presents a system to infer a hierarchical input type for an SQL query. We consider two …

A Content Analysis On Emotions Presented In Preschool Children's Television, Sarah Austin

All Graduate Theses and Dissertations, Fall 2023 to Present

Learning about emotions is an essential aspect of early childhood. Because of the increasing access to screen time during the COVID-19 pandemic, children have more resources in their environment to learn from. However, before more can be known about whether children are learning about emotions during their screen time, it is important to know how emotions are being presented to them in their online content. Therefore, this study sought to gather data regarding how four emotions (happiness, sadness, anger, fear) are portrayed verbally and nonverbally among three types of preschool television shows (entertainment, balanced, educational). A sample of 60 preschool …

Online Deception: The Impact Of Language In Text-Based Deception Detection, Stephanie Dayle Avila

All Graduate Theses and Dissertations, Fall 2023 to Present

In today’s digital age, spreading false information online can have serious consequences, from affecting elections to undermining public health efforts. Despite the issue's importance, there’s been relatively little research into better understanding how people make decisions about lies and misinformation online. My project dives into this challenge by exploring how specific language cues, like grammar errors or unusual word choices, influence people’s perception of statements in terms of deceit online. I examined how people react to these cues through three separate but related studies when reading truthful and deceptive statements. The first two studies showed that true statements with grammatical …

Adhd Knowledge: Support For Current Measures And Connections To Stigma And Intervention, Megan E. Golson

All Graduate Theses and Dissertations, Fall 2023 to Present

Many children with attention-deficit/hyperactivity disorder (ADHD) may be at-risk for social, educational, and daily functioning challenges. Identifying ADHD and beginning intervention as early as possible improves outcomes for children with ADHD. Research suggests that parents, teachers, and the general population have more favorable opinions about ADHD interventions the more they know about ADHD. While many measures of ADHD knowledge have been created to measure this, there is little research on the validity of these measures. Further, additional research is needed to better understand relation between ADHD knowledge and intervention favorability. The two studies in this dissertation aim to fill these …

Analyzing The Use Of Agricultural Literacy Assessments: A Descriptive Study Of The Implementation Of The Judd-Murray And The Longhurst-Murray Agricultural Literacy Instruments, Taryn S. Whitaker

All Graduate Theses and Dissertations, Fall 2023 to Present

The purpose of this study was to provide a descriptive snapshot of how the JMALI and LMALI agricultural literacy assessment instruments have been implemented within the United States. It was concluded that the greatest number of respondents used the assessment instruments as formal assessment diagnostic tools to determine agricultural knowledge and improve instruction. When assessments are used as intended, the likelihood they will effectively achieve their intended goals increases.

This study was the first step in determining how agricultural literacy assessments are currently being used. However, future research should focus on improving the collection of agriculture literacy assessment scores and …

Special Study: Vulnerability, Jacob Taylor

All Graduate Theses and Dissertations, Fall 2023 to Present

Special Study: Vulnerability is a collection of creative nonfiction essays engaged in recovering the stories of homeless individuals living in Salt Lake City, Utah. The recovery project is focused on the years 2017-2023, with special attention to the events of Operation Rio Grande (2017-2020). The essays seek to, among other things, provide a critique of public policy, increase public awareness of the issues facing the homeless population, and elicit empathy from readers.

Advancing Game Development And Ai Integration: An Extensible Game Engine With Integrated Ai Support For Real-World Deployment And Efficient Model Development, Ryan Anderson

All Graduate Theses and Dissertations, Fall 2023 to Present

This thesis introduces Acacia, a game engine with built-in artificial intelligence (AI) capabilities. Acacia allows game developers to effortlessly incorporate Reinforcement Learning (RL) algorithms into their creations. By tagging game elements to convey information about the game state or rewards, developers gain precise control over how RL algorithms interact with their games, mirroring real player behavior or providing full knowledge of the game world.

To showcase Acacia’s versatility, the thesis presents three games across different genres, each demonstrating the engine’s AI plugin. The goal is to establish Acacia as a preferred resource for creating 2D games with RL support without …

Systematic Review Of The Use Of Multiperson Activity Schedules For Individuals With Disabilities, Caili A. Johnson

All Graduate Theses and Dissertations, Fall 2023 to Present

Multiperson activity schedules capitalize on the benefits of independent activity schedules, a commonly used visual support for individuals with disabilities. Activity schedules minimize the need for adult prompting and increase independence with complex tasks by breaking them down into pictures, written words, or videos. Multiperson schedules allow pairs and small groups of individuals with disabilities to work together with minimal adult involvement to accomplish a task. This systematic review aims to inform researchers and other interested persons regarding the use of multiperson activity schedules to aid in decision-making and support implementation. We screened 146 articles and dissertations against our study …

Nonreligious Parents' Perceptions Of The Role Religious Differences And Religious Disaffiliation Play In Family Relationships, Heather H. Kelley

All Graduate Theses and Dissertations, Fall 2023 to Present

The number of nonreligious Americans has steadily increased in recent years, and researchers predict that this growth will continue. Despite this growth, limited research has explored the experiences of nonreligious parents and how religious differences impact their family relationships. As such, through a qualitative analysis of 33 interviews with nonreligious couples (N=66 individuals), the current study addresses how nonreligious adults perceive the influence of religious differences on their relationships with their family of origin (i.e., parents, siblings, and extended family members) and how these religious differences impact the intergenerational relationships between nonreligious parent's family of origin and their children. Additionally, …

Oxider To Fuel Ratio Shift Compensation Via Vortex Strength Control In Hybrid Rocket Motors, Max W. Francom

All Graduate Theses and Dissertations, Fall 2023 to Present

Hybrid motors have existed as a hypothetical propulsion system for decades in a wide range of upper stage rocket motors due to their simple, robust, non-toxic, and versatile nature. However, inherent to hybrids is Oxidizer to Fuel ratio (O/F) shift over time, which results in performance losses for the majority of the rocket’s lifetime. The purpose of this study is to develop a hybrid rocket motor capable of manipulating O/F at will, resulting in an engine which eliminates the undesirable effects of O/F shift. By developing and refining a numerical simulation, a novel injector system, and an open-loop control scheme, …

A Comprehensive Uncertainty Quantification Methodology For Metrology Calibration And Method Comparison Problems Via Numeric Solutions To Maximum Likelihood Estimation And Parametric Bootstrapping, Aloka B. S. N. Dayarathne

All Graduate Theses and Dissertations, Fall 2023 to Present

In metrology, the science of measurements, straight line calibration models are frequently employed. These models help understand the instrumental response to an analyte, whose chemical constituents are unknown, and predict the analyte’s concentration in a sample. Techniques such as ordinary least squares and generalized least squares are commonly used to fit these calibration curves. However, these methods may yield biased estimates of slope and intercept when the calibrant, substance used to calibrate an analytical procedure with known chemical constituents (x-values), carries uncertainty. To address this, Ripley and Thompson (1987) proposed functional relationship estimation by maximum likelihood (FREML), which considers uncertainties …

Techniques To Overcome Energy Storage Limitations In Electric Vehicles, Matthew J. Hansen

All Graduate Theses and Dissertations, Fall 2023 to Present

Electric vehicles are becoming increasingly popular, battery limitations (cost, size, and weight) complicate electric vehicle adoption. While important research on battery development is ongoing, this dissertation discusses two main approaches to overcome those limitations within the existing battery technology paradigm. Those thrusts are: improving battery health through an optimal charging strategy and minimizing necessary battery size through dynamic wireless power transfer. In this dissertation, relevant literature is discussed, with opportunities for further development considered. Within the two thrusts, three objectives sharpen the focus of the research presented here. First, a planning tool is defined for a battery electric bus fleet. …

Variations On Leitmotif: Firebird Rises, Virginia Beikmann

All Graduate Theses and Dissertations, Fall 2023 to Present

This thesis begins with an introduction that discusses the various influences on the development of the creative novella portion. These influences include Russia literature and folklore, as well as the genres of alternative history and speculative fiction. The novella takes place in a re-imagining of Moscow, Russia during the 1917 Bolshevik Revolution. The novella portion is driven by a close focus on character, with emphasis on reactions to wartime pressures and interpersonal relationships forming the central conflict.

Investigating The Impact Of Pre-Professional Organization Participation On Undergraduate Technology And Engineering Education Student Retention And Interest In Teaching, Emily Yoshikawa-Ruesch

All Graduate Theses and Dissertations, Fall 2023 to Present

The field of Technology and Engineering Education (TEE) has evolved in name and content throughout its existence. Throughout these evolutions, the number of TEE programs across the United States have decreased along with a decrease in the number of students graduating from undergraduate TEE programs. Previous investigations into the recruitment of TEE students have identified social interactions with TEE program faculty and technology and engineering educators as influential in students' interest in teaching technology and engineering at the secondary level. This study sought to investigate how social interactions through participation in Technology and Engineering Educators Association (TEECA), as a community …

Assessing Extant Methods For Generating G-Optimal Designs And A Novel Methodology To Compute The G-Score Of A Candidate Design, Hyrum John Hansen

All Graduate Theses and Dissertations, Fall 2023 to Present

Experimental designs are used by scientists to allocate treatments such that statistical inference is appropriate. Most traditional experimental designs have mathematical properties that make them desirable under certain conditions. Optimal experimental designs are those where the researcher can exercise total control over the treatment levels to maximize a chosen mathematical property. As is common in literature, the experimental design is represented as a matrix where each column represents a variable, and each row represents a trial. We define a function that takes as input the design matrix and outputs its score. We then algorithmically adjust each entry until a design …

An Investigation Of The Essential Nature Of Advanced Placement Students' Psychological Safety And Participation In Mathematics Class Discourse, Vicki A. Lyons

All Graduate Theses and Dissertations, Fall 2023 to Present

All students need to feel that their classes are safe spaces where they can explore and discuss their ideas. When students do not feel free to share their reasoning or understandings without fear of negative personal or social consequences, they may intentionally limit their participation in discussions. This study investigated the relationship between Advanced Placement Calculus students' perceived feelings of psychological safety and their professed level of participation in class mathematics discourse, as well as the reasons why they would choose their particular level of participation. Findings indicated that these students generally liked to share their ideas because they wanted …

Empowering Graphics: A Distributed Rendering Architecture For Inclusive Access To Modern Gpu Capabilities, Taylor Anderson

All Graduate Theses and Dissertations, Fall 2023 to Present

Modern rendering software requires powerful GPUs with the latest hardware features in order to utilize all of the newest rendering techniques. Many users do not have access to this hardware, and rely on remote server farms or reduced performance to achieve usable results. In this thesis, the software is designed and created to allow for a user to share the resources of their computer with another, modeling a split-screen setup like was common in the past, but without requiring users to be in the same location.

By designing the software from the ground up to support this, instead of adding …

Drama: A Burlesque And Melodramatic Frame Analysis Of The January 6Th Committee Final Report, Makayla Chadwick Lindsay

All Graduate Theses and Dissertations, Fall 2023 to Present

On January 6^th, 2021, former president Donald Trump stated "...if you don't fight like hell, you're not going to have a country anymore". Following his speech thousands of Trump supporters marched to the United States capitol under the belief that they were stopping nationwide voter fraud. In the months following, the U.S. congress created The Select Committee to Investigate the January 6^th Attack on the United States Capitol with the goal to investigate those responsible for the insurrection that took place at the U.S. capitol. This paper examines the committee's communication as they attempted to hold Trump …

Development, Modeling, Identification, And Control Of Tilt-Rotor Evtol Aircraft, Clayton T. Spencer

All Graduate Theses and Dissertations, Fall 2023 to Present

This thesis includes the development, modeling, identification, and control of an electric-Vertical-Take-Off-and-Landing (eVTOL) aircraft with tiltable rotors. The front two rotors have tilting capability for transition flight from vertical-take-off to forward-level flight. This work details the development of an eVTOL aircraft and the selection of sub components such as electric motors, batteries, and controllers. After the aircraft build, mathematical model is derived to describe the motion of the aircraft. Unknown parameters in the mathematical model are identified using a Least-Squares-regression (LSR) method that can handle parameter constraints. This is done using real flight data collected from the aircraft. Lastly, this …