Digital Commons Network^™

Numerical Modeling Of Firebrand Transport, Antonio Q. Cervantes

Master's Theses

Firebrand showers are the fastest and most complex form of wildfire spread by generating spot fires in random locations. This randomness is due to many factors, including turbulent wind and particle shape. This work seeks to understand how small-scale turbulence affects firebrand landing distribution and develop a methodology to couple firebrand transport with wildfire simulations. Understanding transport at small scales can provide knowledge on large-scale transport in wildfire simulations. The computational domain and the mesh size in wildfire simulations are very large and do not feature small-scale turbulence. High-resolution small-scale turbulent and uniform boundary layers at various turbulence intensities are …

Decentralizing The Electric Grid: Giving Power Back To The People, Nicole Chen

Master's Theses

Societies across the globe are shifting away from fossil fuels and towards clean energy, resulting in significant changes to the electric grid. This clean energy transition is accompanied by transformative opportunities. However, the benefits of clean, reliable energy do not equitably accrue to all communities. In order to challenge and overcome the persistent social disparities that exist in the energy transition, energy justice must be a driving factor in energy planning and decision making. This research highlights metrics and parameters that should be included when considering deployment of community solar microgrids to advance a just energy transition. The results of …

Analysis Of Fire-Induced Circulations During The Fireflux2 Experimental Burn And Operational Rate Of Spread Models, Jeremy Tyler Benik

Master's Theses

In this study, the fire-induced circulations were analyzed during the FireFlux2 (FF2) experimental burn using WRF-SFIRE to directly quantify the effects of the fire on local conditions. We utilized observational data from the FF2 burn and numerical simulations to assess the impacts of fire on local micrometeorology under ∼12m/s winds. Two simulations were executed. One in a two-way coupled mode and one in a one-way coupled mode. The difference between the simulations was used to quantify the fire impacts on the circulation at the head and flanks of the fire. The fire-induced horizontal winds indicated the strongest fire-induced flow at …

The U.S. Invasion Of The Dominican Republic: From Cooperation To Conquest, Andrew Defabio

Master's Theses

This paper explores the political and military relationship between the U.S. and the Dominican Republic from the Eisenhower administration to the Johnson administration’s invasion in 1965. The U.S. intervention in the Dominican Republic was a military operation that had been planned and prepared for by administrations prior and not simply a reactive decision to prevent a Communist takeover. Analysis of multiple administrations places the invasion of the Dominican Republic in a larger context of U.S. – Dominican relations. The U.S.’s desire to dominate military and political aspects of the Dominican Republic is consistent with U.S. Cold War Latin American policy.

Predicting Lower Millennial Turnover Intentions: Examining Work Benefits Factors And Organizational Environment Factors As Sets, Lyric W. Fortson

Master's Theses

Millennials make up the majority of the working population now, however organizations are struggling to retain them, as they tend to turnover in their job roles after an average of just a few years. The purpose of this study was to examine what workplace variables could predict lower turnover intentions in Millennials. This study examined a set of two work benefits factors, satisfaction with salary and satisfaction with career advancement, and a set of three organizational environment factors, satisfaction with feedback, satisfaction with supervisor, and satisfaction with work-life balance, as predictors of lower turnover intentions in Millennials. A survey was …

Validation And Reliability Of A Questionnaire That Measures Food Waste Knowledge, Attitudes, And Motivations Of Adolescents, Joanna Fung

Master's Theses

The goal of this thesis was to develop a valid and reliable questionnaire to measure food waste knowledge, attitudes, and motivations of adolescents aged 13 to 17 in the United States (U.S.). This questionnaire was created with the objective to address gaps in adolescent food waste literature and to aid the creation and refinement of targeted food waste programs and policies. Questions were specific to the home, school, and restaurant settings, as well as, behaviors related to discarding food, composting food, and food expiration. Additionally, the questionnaire sought to understand how friendships and familial relationships affect adolescent food waste-related behaviors. …

Western Snowy Plover Dispersal In Response To Repeated Nest Loss In Monterey Bay, California, Esther A. Haile

Master's Theses

Western snowy plovers (Charadrius nivosus nivosus) breed and winter along sandy beaches and salt pannes of the Pacific coast of the U.S. and Mexico. Since 2015, the percentage of successful nests in Monterey Bay has declined due to predation. This study examines the site fidelity and dispersal of western snowy plovers after repeated nest loss using nesting data from 2013-2020 from a banded population in Monterey, California. Dispersal distance within a breeding season reflected plovers serially polygamous breeding strategy, with more site fidelity within a breeding season than between two breeding seasons. Nests lost to environmental causes having a 41.3% …

Bubble Detection Under Microgravity In A Closed-Loop Microchannel Perfusion System, Max S. Kim

Master's Theses

Altered gravitational conditions result in changes in biological function. Studies in microgravity have shown irregularities in fluid redistribution within the vascular system. In order to study these irregularities, a cell culture perfusion system is necessary. Bubbles can proliferate in closed-loop systems and are detrimental to cells. However, the effects of bubbles in a closed-loop system in microgravity are unknown. Accordingly, the hypothesis of this investigation is that the absence of a constant-direction gravitational body force will exacerbate the presence of bubbles in a closed-loop microfluidic perfusion system. In order to examine the hypothesis, a closed-loop microfluidic cell culture perfusion system …

Combining Camera Trap And Fitness App Data Demonstrates That Mammals Change Behavior Near High-Use Bike Trails On Mount Tamalpais, Ca, Erin Rose Lacour

Master's Theses

Anthropogenic disturbance that results in habitat loss is the leading cause of the current extinction crisis. To mitigate loss of habitat, protected lands are dedicated to preserving ecosystems, but such areas often allow outdoor recreational activities. Research has shown negative impacts on a range of species from outdoor recreational activities, and there is little information about potential impacts of mountain biking on wildlife. Mountain biking and hiking tracking data from the social fitness app Strava Metro and data from a camera trap project in Marin County, CA, were analyzed to assess how mammal species’ spatial distribution, temporal activity, and richness …

Sundowners And Mountain Wave Activity: Selected Observations From The Sundowner Winds Experiment (Swex), Kiera L. Malarkey

Master's Theses

Wildfires in complex terrain have resulted in tragic loss and have highlighted the vulnerability of communities over the past several years. The added intensity created by downslope windstorms, and the lack of high temporal and spatial resolution of ground observations motivates the ongoing need to understand and increase predictability of Sundowners. Sundowners, downslope windstorms that are typically intensified around sunset, are a common and significant weather phenomenon observed along the Santa Barbara coastline and are known to increase challenges during wildfire events. The Sundowner Winds EXperiment (SWEX) was a six-week field campaign from 01 April to 15 May 2022 in …

Adaptive Windowed Sinc Filter For Image Interpolation, Dang Nguyen

Master's Theses

In this thesis, an image interpolation scheme using an adaptive windowed sinc, which varies in length and frequency response guided by the Laplacian operator, is proposed to improve quality and accuracy. First, an optimization is performed to minimize the squared error for each sliding window by sweeping a range of windowed sinc filters with varying filter lengths. The relationship between the windows, filter length, and edge intensity is analyzed to determine the optimal beta value and filter length. This analysis inspires an image interpolation approach that uses the Laplacian of each sliding window to choose the optimal beta and filter …

Blockchain For Online Video Game Integrity, Philip Salire

Master's Theses

With the growing level competition in video games, especially with regards to competitively played video games known as ”e-sports,” many players are searching for methods of gaining competitive advantages. As such, there is growing demand in software exploits of video games that aim to provide players unfair competitive advantages. Colloquially, these software exlpoits are referred to as “cheats” or “hacks.” Video game developers counteract these exploits by implementing “anti-cheat” technologies. Anti-cheats employ a myriad of complex methods across software, network, and hardware to detect and prevent cheats. They can be implemented both client-side and server-side with current research and implementations …

An Interpretative Phenomenological Analysis Of Female Olympic Athletes’ Experiences With Social Media, Mercedez M. Sanchez

Master's Theses

Social media is prevalent in athletes’ lives and sport today. Sport psychology scholars have conducted numerous research studies on the effects of social media in athletes, yet not specifically athletes who have participated in the Olympic Games. Less is known about how Olympic athletes perceive, interpret, and manage both positive and negative social media effects. It is essential that those involved in athletics are aware of how the highest-level athletes experience various forms of public feedback on social media, and how they can manage the effects of this feedback. The purpose of this study was to qualitatively examine the experiences …

Common Pattern Generation For The Detection Of Lolbin Attacks, Alaa Abushqeir

Master's Theses

The cybersecurity environment is constantly evolving as attackers deploy progressively advanced methodologies. The utilization of Living Off the Land Binaries (LOLBins) represents a notable strategy in which normal system utilities are exploited for the purpose of executing malicious actions. This approach poses difficulties in terms of both detection and mitigation. The primary objective of this study is to examine LOLBins, which are a specific category of tactics falling under the broader concept of ”Living Off the Land” (LOL). In LOLBins, malicious actors exploit pre-existing tools in order to maintain a covert presence and circumvent security measures. Defending against LOLBins is …

The Debate On Nil: Progress For Female Collegiate Sports?, Stephanie Andrada

Master's Theses

In this study, seven female collegiate athletes from three different women’s sports teams (basketball, gymnastics, and volleyball) from a mid-major, Division-I college were interviewed. The study analyzed the lived experiences that NIL has on these specific female athletes in these particular women’s sports using a qualitative methodology. Three research questions were posed:

1. In what ways does the commercialization of college sports influence the NIL opportunities for these female athletes?
2. Could NIL perpetuate an uneven playing field for these female athletes in competition for limited resources?
3. To what degree do these female college athletes feel that NIL presents opportunities for equitable …

Sustainable Roots: The Environmental Genealogies Of Chicanas And Latinas, Marlene Andrade

Master's Theses

Ingenuity and tending to the land are anything but contemporary to Communities of Color (COC). Even when our communities become targets of environmental racism and experience the brunt of institution-based degradation, COC resist in a multitude of ways. While there is a plethora of documented social movements led by the Chicanx community for civil, educational, and labor rights, there is a paucity of Chicanx presence in environmental discourse. Thus, my scholar-activist commitments are to highlight Chicana/Latina herstories, epistemologies, and praxes that debunk the narrow white-heteropatriarchal male narrative in mainstream environmentalism. This dominant narrative fails to: (a) address the historical and …

Group-Invariant Reinforcement Learning, Fnu Ankur

Master's Theses

Our work introduces a way to learn an optimal reinforcement learning agent accompanied by intrinsic properties of the environment. The extracted properties helps the agent to extrapolate the learning to unseen states efficiently. Out of all the various types of properties, we are intrigued towards equivariant and invariant properties, which essentially translates to symmetry. Contrary to many approaches, we do not assume the symmetry, rather learn them, making the approach agnostic to the environment and the property. The learned properties offers multiple perspective of the environment to exploit it to benefit decision making while interacting with the environment. By building …

Structure, Construction, And Emplacement Of The Northern Margin Of The Late Cretaceous Sonora Pass Intrusive Suite: North-Central Sierra Nevada Batholith, California, Victoria A. Arnold

Master's Theses

Of the four voluminous, normally zoned Late Cretaceous intrusive suites of the Sierra Nevada batholith, the >1,000 km², ~96-88 Ma Sonora Pass intrusive suite is the oldest, northernmost, and least studied. It contains the marginal, equigranular Kinney Lakes hornblende-biotite granodiorite and the inner, porphyritic Topaz Lake biotite granodiorite. From this research, the Lake Alpine granodiorite is now considered the outermost part of the Sonora Pass intrusive suite. The suite intruded Early Cretaceous plutons and metasedimentary rocks. The Kinney Lakes and Lake Alpine granodiorites were constructed by multiple phases, as were the plutonic host rocks. The granodiorites are marked by schlieren …

Impacts Of Synoptic-Scale Dynamics On Cloud Properties And Radiation In High Southern Latitudes, Tyler R. Barone

Master's Theses

Predicting future climate change relies on accurate representations of the earth’s surface radiation budget. Complex interactions between large-scale dynamical conditions (e.g., low-pressure systems) and microscale processes (e.g., cloud properties) are key contributors to energy budget biases within global climate models. Proper estimation of cloud microscale processes and their responses to synoptic-scale dynamics will greatly improve the accuracy of the simulated energy balance within global climate models. High-latitudinal clouds have significant influences on the Earth’s radiative balance. We examined observations from two field campaigns at Macquarie Island in the Southern Ocean and McMurdo Station in Antarctica. Two global climate models are …

The Moderating Effects Of Sleep Quantity And Quality On The Relationship Between Job Stressors And Job Satisfaction, Olga A. Baryshnikova

Master's Theses

To the best of the author’s knowledge, this study was the first to investigate the moderating effects of sleep quantity and sleep quality on the relationships between role overload, role ambiguity, role conflict, and interpersonal conflict with job satisfaction. In doing so, it addressed a gap in the literature on organizations and provided a new direction for future research in this sphere. Leveraging the Job Demands-Resources model as a theoretical foundation, this study looked at sleep quantity and quality as personal resources capable of counteracting the negative impacts of the aforementioned job stressors on job satisfaction. Underscoring their known detrimental …

Electronic And Optical Properties Of 2d Materials And Their Van Der Waals Heterostructures Using Density Functional Theory, Paridhi Bisht

Master's Theses

Layered 2D materials offer unique physical and chemical properties, including high surface area-to-volume ratios, layer-dependent electronic and optical traits, and scalability. Transition metal dichalcogenides (TMDs) represent a versatile class within 2D materials, with metals, semiconductors, insulators, and superconductors. Weak van der Waals forces between layers enable easy exfoliation and stacking for vertical heterostructures, promising electronic and optical device manipulation. This thesis investigates monolayer graphene, h-BN, MoTe2, WTe2-2H, WTe2-1T', and their heterostructures using DFT-based calculations. Results show stable heterostructures, particularly Gr/WTe2-2H as a Schottky n-type junction for FETs and magnetoresistance devices. Strain-induced bandgap modulation and redshifts offer potential for bandgap engineering …

The Inverse Association Between Prebiotic Consumption And Depression Status In American Adult Females, But Not The Greater Population Or In Males: Nhanes 2015-2018, Cassandra L. Boyd

Master's Theses

It is unknown if a relationship exists between prebiotic intake and depression status. Using 2015-2018 National Health and Nutrition Examination Survey cycles data, adult American estimated mean daily prebiotic intake across demographic groups, gender, and depression status were reported. Additionally, the 10 highest prebiotic content Food and Nutrient Database for Dietary Studies foods were identified. Adults (≥ 18 years) with adequate sleep and at least one day of dietary recall data were included. Participants with excessive alcohol intake, BMI ≤ 18, BMI ≥ 30, or current depression medication use were excluded. The confounding variables were inadequate sleep, unemployment, and age. …

Thinking Styles, Conspiracist Belief, And The Mediating Role Of The Dunning-Kruger Effect In Modeling Belief Change, Lucas C. Cusano

Master's Theses

Why can a person believe something for which there is no evidence and yet also fail to believe something for which there is overwhelming evidence? This study develops a structural model of belief change using the latent constructs of thinking styles and conspiracist belief while accounting for the Dunning-Kruger effect (i.e., overconfidence in one’s knowledge the less one knows about a topic) as a mediator. A combined two-hundred and twenty-six participants from both Amazon’s Mechanical Turk and the introductory psychology SONA subject pool were given two knowledge measures on topics of genetic modification and vaccination before and after reading refutational …

Examining The Role Of Echo-Chambers Within Online Incel Communities Using Sentiment Analysis And Group Based Trajectory Modeling, Francesca Florine Fanucchi

Master's Theses

Technological advancements within the last decade have created new opportunities for social movements to meet and communicate online with like-minded individuals. Under this notion, these online communities generate an echo-chamber of information, to which certain individuals only surround themselves with people sharing similar values and opinions. As a result, online platforms (e.g., forums, blogs, websites) form as safe spaces for members to express their views seen as unacceptable offline. Research examining the role of echo-chambers in facilitating extremist rhetoric within online incel communities is limited, despite real-world acts of violence perpetrated by self-proclaimed incels. Therefore, the objective of this thesis …

Motivated Reasoning In Technology Workers, Kory Feath

Master's Theses

The goal of this study is to investigate cognitive predictors for motivated reasoning, the process in which evidence evaluation is influenced by prior beliefs, in technology workers. Two hundred and twenty-one technology workers were recruited using Prolific and word-of-mouth to evaluate the conflicting evidence of social media causing digital harm. Past research has found that many individual cognitive styles do not predict motivated reasoning, but by using structural equations modeling to investigate the latent variable analytical/reflective thinking styles, I predicted that more active thinking styles will reduce motivated reasoning and be mediated by prior belief strength. A structural equations model …

Crawling The Dark Web: Structural Attributes Of Child Sexual Abuse Websites On The Dark Web, Enrique Guerra

Master's Theses

Inherent encryption and anonymity of the Dark Web has facilitated its use for a variety of illegal activities, including the dissemination of child sexual abuse material (CSAM). Detection of CSAM has increasingly turned to automated tools; however, these tools’ reliance on databases of known CSAM limit their flexibility and ability to identify previously unknown CSAM. Currently, it is unknown whether the lack of countermeasures used by CSAM disseminators on the Surface Web translates to the Dark Web. Therefore, this thesis examines the structural and naming patterns of websites hosting CSAM on the Dark Web, to identify new, complimentary, detection methods. …

Automatic Presentation Slide Generation Using Llms, Tanya Gupta

Master's Theses

Presentation slides are widely used for conveying information in academic and professional contexts. However, manual slide creation can be time-consuming. Our research focuses on automated slide generation, specifically for scientific research papers. Automating the creation of presentation slides for scientific documents is a rather novel task and hence, there’s limited training data available and there also exists the token constraints of language models like BERT, with a maximum sequence length of 512 tokens. In this study, we fine-tune large language models, including Longformer-Encoder-Decoder (supporting sequences up to 16,834 tokens) and BIGBIRD-Pegasus (supporting sequences up to 4,096 tokens). We tackle this …

Examining The Plasticity Of The Dive Response In Relation To Dive Behavior Of Northern Elephant Seals (Mirounga Angustirostris), Shawn M. Hannah

Master's Theses

Marine mammals face an extraordinary challenge as they must actively hunt during breath-hold dives. This challenge is conquered by the dive response (the decreased heart rate and increased peripheral vasoconstriction associated with a breath hold) and is influenced by dive duration, depth, exercise, and cognitive control. I studied the dive response of one of the deepest diving marine mammals, the northern elephant seal, across two years to determine interactions between behavioral and physiological factors on a fine scale. I examined the influence of dive depth, duration, and activity (ODBA) on dive heart rate (fH), pre- and post-dive fH, post-dive surface …

Where And Why Do Ecosystem-Based Adaption Projects Take Place In California?, Daniel K. Jacobson

Master's Theses

California is experiencing the harmful impacts of climate change and will continue to do so for generations. As a result, municipalities have been forced to turn to adaptation solutions to help local residents adjust to inevitable impacts such as sea level rise, extreme heat, and extreme weather. Ecosystem-based adaptation (EbA), the use of nature and ecosystem services to help human systems adapt to climate change impacts, is an increasingly popular, cost-effective, and multi-benefit adaptation strategy. While prior research has shown that other forms of adaptation, often referred to as ‘hard’ and ‘soft’ strategies, disproportionately benefit whiter and wealthier populations, there …

Melt Inclusion Record Of Submarine Caldera Formation On Axial Seamount, Juan De Fuca Ridge, Destiny Kapule

Master's Theses

This study contributes to understanding magmatic processes and the plumbing system of submarine volcanoes before, during, and after caldera formation with the use of melt inclusions (MIs). Major, trace and volatile geochemistry from both olivine and plagioclase-hosted MIs taken from volcaniclastic deposits around Axial Seamount reveal information about the storage conditions, ascent rates and eruption styles of magmas. Magma crystallizes in the subsurface, capturing MIs, and ascends where some host glasses may interact with seawater during eruption. Oversaturation in volatiles and low vesicularity show quick ascent rates. By analyzing chemical data within a pre-existing stratigraphic context this study can assess …