Digital Commons Network^™

Multimodal Spatio-Temporal Pest Prediction In Precision Agriculture, V N S Kameswari Sri Sindhu Manchikanti

Masters Theses

Accurate and timely prediction of pest outbreaks is a cornerstone of Agriculture 5.0, which emphasizes intelligent, data-driven, and sustainable decision-making in crop production. This research presents a multimodal deep learning framework that integrates heterogeneous data sources, including weather parameters, satellite-derived vegetation indices, and static and dynamic soil attributes, to forecast pest population dynamics under varying management and ecological conditions. The proposed framework employs modality-specific deep encoders to capture distinct temporal and spatial representations from each data stream and merges them through a late-fusion architecture that learns cross-modal dependencies critical to pest emergence. The design further incorporates treatment-aware and multiclass extensions, …

Extraction And Separation Of Metal Cations From Synthetic Acidic Solutions Using Emulsion Liquid Membrane, Nouhaila Filali

Masters Theses

The work is organized into two main papers supported by experimental and comparative studies using Emulsion Liquid Membrane (ELM) systems. The first paper explores the individual extraction of heavy metals (Cd, Cr, As, Ni) from synthetic phosphoric acid using Alamine 336 and D2EHPA as carriers. Alamine 336 achieved the highest extraction efficiency (>90%) and stability, offering a promising route to reduce toxic impurities in fertilizer-grade acid. The second paper examines the selective separation of Ni2+ and Co2+ from various acidic solutions using the ELM configuration. Systematic variation of carriers, stripping agent and feed acidity, clarified transport mechanisms and stability, …

Selective Surface Activation And Flotation Of Pyrite For The Recovery Of Tellurium From Sulfide Tailings, Mulenga Mutema Chibesa

Masters Theses

Copper sulfide tailings from past and present mining operations are important secondary sources of critical elements such as tellurium (Te), a key component in cadmium–telluride photovoltaic solar cells. Characterization of tailing streams from copper porphyry (CP) ore flotation revealed that Te-bearing minerals are predominantly hosted in pyrite, which is usually depressed and discarded. Enhancing pyrite recovery is therefore a critical first step toward concentrating Te minerals for downstream extraction. However, pyrite flotation is often hindered by hydrophilic surface complexes formed during prior processing. This research investigated selective flotation of Te-bearing pyrite from CP tailings using micro flotation and bench-scale flotation, …

Application Of Edge-Enhanced Phase Analysis To Active Microwave Thermographic Measurements, Douglas Blaine Fleetwood

Masters Theses

Nondestructive testing and evaluation (NDT&E) encompasses a range of inspection techniques that assess materials, components, and structures while maintaining their integrity and performance. Among these techniques, thermography is particularly attractive due to its non-contact imaging approach with easy-to-interpret results. Active Microwave Thermography (AMT) has emerged as a promising NDT&E inspection technique that utilizes electromagnetic energy to heat materials through dielectric and magnetic absorption, with subsequent infrared imaging used to detect subsurface defects. While AMT offers significant advantages including material-specific heating optimization and lower power requirements compared to conventional thermographic methods, the technique faces a persistent challenge related to the thermal …

The Role Of Post-Cloacal Gland Biofluorescence In Male-Male Communication In Plethodon Cinereus, Kasey Watterson

Masters Theses

Biofluorescence is increasingly recognized as a potentially important form of visual communication across a wide range of taxa, yet its ecological and behavioral function remains largely untested in many terrestrial species. In the red-backed salamander (Plethodon cinereus), fluorescence is a sexually dimorphic trait most strongly expressed in males, particularly around the cloacal region and ventral side of the tail, areas that are often displayed during territorial contests and courtship. Rival males also direct behaviors like cloacal investigation toward these fluorescent regions, suggesting a potential signaling function. Since fluorescence is often displayed during territorial contests, I hypothesized that fluorescence in male …

Emi Mitigation, Material Characterization, Transformer Equivalent Circuit Modeling, Reza Vahdani

Masters Theses

Modern high-frequency electronic systems demand precise characterization and modeling techniques to ensure signal integrity and electromagnetic compatibility. This thesis presents three core studies focused on real-world challenges in high-speed and power electronics: EMI mitigation using 3D printed absorbers, wideband liquid dielectric characterization, and accurate transformer modeling.

The first study demonstrates a targeted approach to mitigating electromagnetic interference (EMI) in a commercial router. By using holography imaging to identify radiation hotspots, custom absorber structures were designed with commercially available materials, fabricated via 3D printing, and applied directly to emission sources. Radiated emission tests in a reverberation chamber showed up to 9 …

Hyper B-Ary Representations Of A Number, Mingway Wang

Masters Theses

In this work, we summarize combinatorial, analytical, and computational properties of Stern's diatomic sequence, and do the same for a generalization of a combinatorial property of this sequence to higher bases. We then construct special ``bit conversion'' functions $g_{b}$ that allows us to find a semi-explicit formula for the generalized sequences. Lastly, we analyze some of the properties of these $g_{b}$ functions.

I Can’T, I’M On-Call: The Psychological Effects Of On-Call Duty On Graduate Assistants In Residence Life, Dyjerlynn T. Peter

Masters Theses

Graduate Assistants (GAs) face various demands such as conducting research, completing coursework, holding assistantships, and other personal responsibilities. GAs working in housing and residence life (HRL) departments face unique challenges, especially those who serve as crisis responders for students who live on-campus. This study examines the mental health challenges faced by graduate assistants in housing and residence life who live on-campus and serve in on-call roles at higher education institutions. It explores the effects of vicarious trauma, compassion fatigue, and burnout, offering key findings, trends, and recommendations while sharing personal stories of GAs balancing on-call duties with graduate studies.

Time To Reassess: Campus Programming In The First Six Weeks And Its Impact On Belonging For First-Time Students, Joe Smith

Masters Theses

Research has shown that a student’s first six weeks of college have a strong impact on the rest of their college experience. Because of this, institutions concentrate programming efforts in the first six weeks of the academic year to increase the likelihood of positive outcomes for their first-time students. However, little research has been done on this topic in recent years. This quantitative study sought to examine first-time student event attendance in the first six weeks of the academic year and its impact on sense of belonging, which has been shown to be an important factor of the college experience. …

Buscando El Paraíso: Imposter Syndrome Amongst First-Generation Latino/A/X Students At Predominately White Institutions, Luis Fernando Paniagua

Masters Theses

As more first-generation Latino/a/x college students enter universities across the United States, it is essential to understand the various challenges this population may face. One major challenge these students may face is the psychological phenomenon known as imposter syndrome. This study was conducted to understand the causes of imposter syndrome in first-generation Latino/a/x college students as they attend a predominantly White institution (PWI). Using a semi-structured phenomenological design, data was collected from six participants at a medium-size PWI in the Midwest. Qualitative analysis revealed that there is a connection between Latino/a/x students and imposter syndrome being developed both prior to …

Investigating The Pathways Between Social Factors, Physical Activity, And Mental Health On Cognitive Efficiency In Young Adults, Emma Hurston-Gates

Masters Theses

Cognitive health is important across the life span and cognitive functions, particularly executive functions, are positively correlated with subjective well-being and success in adulthood (Loprinzi, 2013). The present study aimed to investigate how social factors, mental health, and physical activity impacts cognition in young adults. Young adults aged 18-30 (N = 134) answered questionnaires regarding levels of physical activity, social support, social participation, anxiety, depression, and overall well-being. Participants completed Trail Making Tasks A and B to measure their cognitive efficiency (i.e., combined processing speed, psychological flexibility, visual search, and attention). Across all samples, one of the most consistent …

Assessing Ecological And Food Web Responses To Small-Scale Stream Restorations In Urban And Agricultural Streams, Sydney Mcandrews

Masters Theses

Urban and agricultural streams across the Midwestern United States are vulnerable to elevated pollution, eutrophication, habitat simplification, and losses of sensitive species. Instream habitat restoration is increasingly used to mitigate the impacts of rapid land-use change. This study synthesizes habitat and biological responses from a 2020 urban stream restoration in the Saline Branch (Urbana, Illinois) and evaluates food web responses from both the Saline Branch and a 2010 restoration in Kickapoo Creek (Charleston, Illinois), an agricultural stream. In the Saline Branch, four years of fish and three years of habitat and macroinvertebrate pre-restoration surveys were compared to three years of …

Evaluation Of The Impact Of Secondhand E-Cigarette Aerosols On Ros-Mediated Alterations Of Epigenetic Events: Implications For Copd Pathogenesis And Assessment Of The Efficacy Of Cold Atmospheric Plasma In Degrading Organophosphate Pesticides On Kevlar Materials, Ta-Chun Lin

Masters Theses

"We explored 1) the toxicological impacts of e-cigarette aerosols and 2) the decontamination efficacy of Cold Atmospheric Plasma (CAP) technology over organophosphates. In examining the effects of firsthand and secondhand e-cigarette aerosol exposure on A549 and BEAS-2B lung cells, we observed significant cytotoxicity, increased ROS levels, and epigenetic modifications, including heightened DNA methylation and downregulation of histone deacetylases (HDACs). These molecular alterations may contribute to chronic respiratory conditions, such as COPD, underscoring the health risks of e-cigarette exposure.

We investigated CAP’s effectiveness in degrading organophosphate pesticide (OP) residues on fabric surfaces, revealing that CAP treatment effectively decomposes OPs such as …

Automated Generation Of Malware Metadata Signatures, Joel Schott

Masters Theses

In advanced, targeted malware attacks, the custom software tools used to package and send malicious files and messages can lead to distinctive metadata values that facilitate creation of a malware metadata signature. Manual creation of these signatures requires expert domain knowledge and is time-consuming and error-prone. Our goal is to automate this process. We created several methods of automatically generating malware metadata signatures for ZIP files and emails. We evaluated these methods by comparing signatures generated with these methods to existing expert-created signatures. We found automated methods for ZIP files and emails that are capable of generating metadata signatures that …

Influence Of Alloy Composition On The Process Robustness Of Steels Consolidated Via Laser-Directed Energy Deposition, Jonathan Kelley

Masters Theses

"To ensure consistent quality of additively manufactured parts, it is advantageous to identify alloys which can meet performance criteria while being robust to process variations. Toward this end, this work investigated the effect of alloy composition on the robustness of steels consolidated via laser-directed energy deposition (L-DED). Ultra-high-strength low-alloy steel (UHSLA) and pure iron powders were mixed in-situ to produce 10 compositions containing 10-100% UHSLA by mass. JMatPro material simulations roughly predicted phases and mechanical properties. Two sets of experiments were used to evaluate the sensitivity of as-built hardness (all 10 compositions) and tensile properties (5 select compositions) to process …

Modeling Of Slot-Backed Microstrip Line For Emi Applications, Jongsuk Hyun

Masters Theses

Radiated emissions from printed circuit boards (PCBs) are a significant concern in electromagnetic interference (EMI) and radio frequency interference (RFI). Shielding cans are widely used to mitigate these emissions but evaluating requires accurate characterization of equivalent noise sources. Slot-backed microstrip antennas are employed for this purpose due to their near-zero height, low parasitic radiation, and PCB-compatible structure, offering a practical alternative to conventional loop antennas. This paper presents a physics-based analytical model that integrates both the discontinuity effects and radiated characteristics of slot-backed microstrip structures within a unified circuit framework. An analytical expression for the dipole moment is proposed based …

Gfrp Reinforced Bridge Barriers: Experiment Testing, Manish Kumar Gadhe

Masters Theses

This study focused on evaluating the performance of concrete bridge barriers reinforced with Glass Fiber Reinforced Polymer (GFRP) compared to those reinforced with conventional mild steel. Four full-scale barriers were constructed, three using GFRP bars as the reinforcement and one with mild steel reinforcement. These were cast on two concrete slabs to ensure consistent support conditions. The use of GFRP aims to address durability concerns associated with steel reinforced concrete (RC), particularly corrosion of these bars in harsh environments.

To simulate real-world impact scenarios, a weighted cart was launched at each barrier using a guided sled system. Sensors, including load …

Development Of A Method To Measure Blast Overpressure Exposure Using Orthogonal Sensor Orientations, Nicholas Kuehl

Masters Theses

Measuring and recording blast exposure to military personnel from shoulder-fired weaponry or improvised explosive devices to correlate health outcomes like mild traumatic brain injury has been a goal for many years. As such, many wearable sensors have been developed and tested for accuracy and reliability. Despite this, knowing the sensor orientation in relation to the blast source is important to fully correlate the actual personnel exposure to clinical outcomes. This research investigates whether pressures recorded at three independent orientations in the x, y and z planes can be combined to a representative pressure that is independent of orientation. Important metrics …

An Experimental Study Into The Methods Of Water Coupling And Their Impact On Kinetic Energy And Blast Over Pressure Through The Use Of A Ballistic Pendulum, Jeremiah Alan Cohn

Masters Theses

Water coupled charges utilize the material properties of water to alter their behavior for reductions in overpressure and increases in kinetic energy. Although water coupling has been studied directly, combined usage of the two primary methods of water coupling, tamping and pushing, hinders further research. This study addresses the gap in literature by comparing ballistic pendulum and blast data for charges with water tamping and pushing to determine differences in kinetic energy, peak overpressure, impulse, noise and duration of fireball. The results showed that water tamping provided a 69.1% increase in kinetic energy, an 18.6% reduction in incident overpressure, a …

Biological Computing From Microscopic To Macroscopic Evolution, Xiaofeng Ding

Masters Theses

A unified theory from microscopic to macroscopic DNA-based biological systems is explained in terms of the rule components used when the system size is increased. Even though the eight female rules in each ruleset are provided with an equal probability of the computation-state outcomes, the initial ensemble of the computation states will exponentially settle into one dominant rule that supports the nutrition needed for growth. The remaining seven rules form into two minority groups to provide the biological characteristics of the system's growth from a micro to macroscopic evolution. The object of this study is to prove that such a …

For Her Horror: Sociopsychological Gratifications Obtained By Fem Fans Of The Slasher, Brooke Eaglesong Wilson

Masters Theses

Those who side with the unjustified killer in slasher films are doing so to fulfill sociopsychological needs that are not being met in social reality. There were three main findings found in this study. First, participants sided with the unjustified killer in slasher films to gratify needs that were not being fulfilled in their careers such as the need to perform without having to consult mentors, not unlike how the unjustified killer murders victims without discussing with others. Second, participants sided with the unjustified killer in slasher films to gratify needs in their romantic relationships such as the need to …

The Impacts Of International Students’ Membership In Co-National Student Organizations, Krofaa Otuo-Srebour

Masters Theses

This study explores the impact of international students' membership in co-national student organizations on their adjustment to U.S. higher education institutions. Despite significant literature on the psychological predictors of adjustment, there is a gap in examining the social support gained through non-academic student organizations composed of individuals from the same country or region. Using a qualitative phenomenological approach, the study investigated challenges international students face in the U.S. and how culturally specific groups impact their adjustment. The findings underscore the importance of co-national student organizations in supporting international students’ adjustment processes and suggest practical implications for university administrators to enhance …

The Forgotten Student Leader: The Leadership Experiences Of Ncaa Division I Team Captains, Alex Warrick

Masters Theses

In the modern era, NCAA Division I sports fans and the media fixate on which teams have the biggest stadium, the implications of the transfer portal, which of their favorite players has the largest Name, Image, and Likeness (NIL) or scholarship deal, and who has the most accolades. Due to this, what goes on behind the scenes for the athletes that are impacted by these headlines and tall ordeals often gets lost. The purpose of this narrative, qualitative study was to examine the leadership experiences of the student athletes who have been historically forgotten in discussions about student leadership, the …

Understanding First-Generation College Students’ Perceptions Of Sorority Recruitment, Megan Morecraft

Masters Theses

This study explores first-generation college students’ discovery of sororities, influences for going through a recruitment process, and motivations for selection. There is a gap in the literature when it comes to first-generation college students and greek organizations, specifically sororities, and this study aides in bridging the gap and providing information regarding strategies for recruitment and marketing practices. With more informed practices on first-generation student populations, an increased quality of marketing and programming could be implemented, as well as retention. This study and its findings allow for more intentionality and enhancements to occur, especially when promoting the greek experience and sorority …

Construct Validity Of The Cognitive Assessment System- 2nd Edition: Rating Scale: Comparisons With The Learning Behaviors Scale, Cameron Graham

Masters Theses

Cognitive assessment instruments, such as the Cognitive Assessment System Second Edition: Rating Scale (CAS2: Rating Scale), are frequently utilized by school psychologists to assess children’s cognitive abilities and psychopathology. However, the CAS2 and the CAS2: Rating Scale have little research regarding their psychometric properties. The present thesis examined the construct validity of the CAS2: Rating Scale in comparison to the Learning Behaviors Scale (LBS). Canivez and Gaboury (2013), while assessing the construct validity of the CAS, found that for the ADHD group, the LBS Attitude Toward Learning, Attention/Persistence, and Strategy/Flexibility scores and the CAS Planning and Attention scores were significantly …

Emotion Regulation And Social Support As Protective Factors To The Associations Between Adverse Childhood Experiences And Mental Health-Related Issues, Cassidy B. Mccarthy

Masters Theses

This study was designed to examine emotion regulation and perceived availability of social support as possible protective factors to the relationship between adverse childhood experiences (ACEs) and mental health issues. The study explored both emotion regulation difficulties and perceived availability of social support (PASS) as mediators to the relationship between ACEs and mental health issues. Emotion regulation difficulties were also assessed as a mediator between PASS and mental health issues. PASS was tested as a moderator between ACEs and mental health issues by affecting emotion regulation.

Results indicated that emotion regulation and PASS each partially mediated the relationship between ACEs …

Mental Health Supports In The Public Schools, Elizabeth Walters

Masters Theses

Increasingly, young students experience mental health challenges, some as early as first grade. With mental health challenges reaching students at younger ages, teachers and school staff need to be ready to assist their students in need. Roughly a third of young people experience mental health challenges, and 70-80% are unable to receive mental health services. As a large portion struggle in school with mental health concerns, teachers and school staff are likely to be the first to see any potential signs of struggle. When teachers notice signs of a student struggling with mental health, the staff often do not know …

A Multitude In The In-Between: The Impact Of Perceived Social Support On Resilience For Neurodivergent And Gsd Identities, Along With Barriers To Receiving Support, Theo Edwards

Masters Theses

This study used intersectionality theory to examine how overlapping minority identities impact receiving social support and the cultivation of resiliency. Individuals who identify as in the Gender and Sexually Diverse (GSD) community or the neurodivergent (ND) community may experience unique stressors due to various barriers to support. Overlap of GSD and ND identities can present added struggles. Information from 46 GSD and/or ND college students was collected through self-report scales and recorded interviews to examine the effects of perceived social support on resiliency. Also assessed were common values in social support like having someone to talk to and being understood, …

Barriers To Leisure-Time Physical Activity Among College Students, Ben Andrew Winfield

Masters Theses

Obesity is an increasing problem worldwide. In general, people eat more and exercise less, with a lot of individuals not meeting World Health Organization recommendation of 150-300 minutes of moderate-intensity physical activity or 75-150 minutes of vigorous-intensity physical activity weekly. At times, individuals may face barriers which prevent or inhibit their ability to participate in leisure-time physical activity (LTPA), exercise completed in one’s free time. These barriers are known as leisure constraints and are comprised of three categories: intrapersonal, feelings and psychological aspects; interpersonal, relationship aspects; and structural, physical aspects. Body image, the perception individuals have about their bodies and …

Overcoming Burnout: Resident Assistant Longevity And Resilience, Amberlyn H. Holman

Masters Theses

As demands on student affairs professionals intensify across United States colleges, resident assistants face increasing vulnerability to burnout while balancing roles as students, employees, and peer leaders. The purpose of this narrative study was to examine the experiences of three resident assistants who pursued a third year in their position after experiencing and overcoming burnout. It was determined that specific support systems and resilience components had substantial impact on their ability to persist, providing indication of what institutional support would be most beneficial. Participants discussed experiences with overwhelming stress balancing academic responsibilities, peer relationships, and administrative duties, alongside factors historically …