Digital Commons Network^™

Thermal Ecology Of The Federally Endangered Blunt-Nosed Leopard Lizard, Kathleen N. Ivey

Master's Theses

Recognizing how climate change will impact populations can aid in making decisions about approaches for conservation of endangered species. The Blunt-nosed Leopard Lizard (Gambelia sila) is a federally endangered species that, despite protection, remains in extremely arid, hot areas and may be at risk of extirpation due to climate change. We collected data on the field-active body temperatures, preferred body temperatures, and upper thermal tolerance of G. sila. We then described available thermal habitat using biophysical models, which allowed us to (1) describe patterns in lizard body temperatures, microhabitat temperatures, and lizard microhabitat use, (2) quantify the …

Valorization Of Carrot Processing Waste, Alexandra M. Duval

Master's Theses

Commercial carrot processors produce up to 175,000 tons of carrot waste annually. Carrot Mash (CM) is the term referring to the waste by-product of peeled baby carrot processing. Transportation of carrot processing waste is expensive due to its high- water content (approx. 83-95%). High in bioactive compounds (carotenoids) and dietary fibers, it is expected that its conversion into a value-added by-product is of interest to the carrot processing industry. Hemicellulose-rich plant materials have proven to be a source of oligosaccharides, which are known for their beneficial prebiotic activity. The objectives of this research were to: 1) determine the effect of …

Subject-Specific Finite Element Models Of The Human Knee For Transtibial Amputees To Analyze Tibial Cartilage Pressure For Gait, Cycling, And Elliptical Training, Jonathon Stearns

Master's Theses

It is estimated that approximately 10-12% of the adult population suffers from osteoarthritis (OA), with long reaching burdens personally and socioeconomically. OA also causes mild discomfort to severe pain in those suffering from the disease. The incidence rate of OA for individuals with transtibial amputations is much than average in the tibiofemoral joint (TF). It is well understood that abnormal articular cartilage stress, whether that be magnitude or location, increases the risk of developing OA. Finite element (FE) simulations can predict stress in the TF joint, many studies throughout the years have validated the technology used for this purpose. This …

Dynamic Procedural Music Generation From Npc Attributes, Megan E. Washburn

Master's Theses

Procedural content generation for video games (PCGG) has seen a steep increase in the past decade, aiming to foster emergent gameplay as well as to address the challenge of producing large amounts of engaging content quickly. Most work in PCGG has been focused on generating art and assets such as levels, textures, and models, or on narrative design to generate storylines and progression paths. Given the difficulty of generating harmonically pleasing and interesting music, procedural music generation for games (PMGG) has not seen as much attention during this time.

Music in video games is essential for establishing developers' intended mood …

Electricity Price Forecasting Using A Convolutional Neural Network, Elliott Winicki

Master's Theses

Many methods have been used to forecast real-time electricity prices in various regions around the world. The problem is difficult because of market volatility affected by a wide range of exogenous variables from weather to natural gas prices, and accurate price forecasting could help both suppliers and consumers plan effective business strategies. Statistical analysis with autoregressive moving average methods and computational intelligence approaches using artificial neural networks dominate the landscape. With the rise in popularity of convolutional neural networks to handle problems with large numbers of inputs, and convolutional neural networks conspicuously lacking from current literature in this field, convolutional …

A System Architecture For Phased Development Of Remote Suas Operation, Eric Ashley

Master's Theses

Current airspace regulations require the remote pilot-in-command of an unmanned aircraft systems (UAS) to maintain visual line of sight with the vehicle for situational awareness. The future of UAS will not have these constraints as technology improves and regulations are changed. An operational model for the future of UAS is proposed where a remote operator will monitor remote vehicles with the capability to intervene if needed. One challenge facing this future operational concept is the ability for a flight data system to effectively communicate flight status to the remote operator. A system architecture has been developed to facilitate the implementation …

Patterns In Size Distribution And Catch Of Rockfish (Sebastes Spp.) In Fisheries-Independent And Fisheries- Dependent Hook-And-Line Surveys On The Central Coast Of California, Rose Elizabeth Dodgen

Master's Theses

Stock assessments are statistical models which characterize the state of a population of fish. Data for stock assessment models of West Coast nearshore groundfish come largely from fisheries-dependent sources. Incorporating fisheries-independent data would increase data availability. A potential source of fisheries-independent data which is comparable to existing fisheries-dependent data is the California Collaborative Fisheries Research Program (CCFRP), a Marine Protected Area (MPA) monitoring study. We are interested in understanding the context in which CCFRP could be implemented into assessments of nearshore groundfish, specifically rockfish. To investigate this, we used management-relevant metrics to examine three questions concerning the implementation of CCFRP …

Using Crispr-Cas9 As A Restriction Enzyme, Zack Crawley

Master's Theses

Restriction digests are a commonly utilized process for cleaving DNA at specific, but relatively common sites. Restriction enzymes have widespread use in DNA manipulation. CRISPR/Cas9 is a recently identified endonuclease which utilizes a customizable guide sequence to recognize and cut specific ~20 bp sites located in a DNA sequence. This preliminary research aimed to exploit the potential benefit of DNA restriction using the CRISPR/Cas9 procedure through alterations of different components involved in that system. We sought to refine existing CRISPR/Cas9 protocols and make a budget friendly, user-selectable CRISPR/Cas9 restriction digest protocol. The motivation for this research was to simplify and …

Cirrus Cloud Microphysical Properties And Aerosol Indirect Effects Using Airborne Observations And A Global Climate Model, Ryan Patnaude

Master's Theses

Cirrus clouds are strong controllers of the global radiation budget, but significant uncertainties remain regarding the thermodynamic, dynamic, and aerosol indirect effects on their microphysical properties. The lack of observational analysis on cirrus cloud controlling factors, i.e., temperature, relative humidity, vertical velocity, and aerosol number concentrations (Na), limits our understanding of their impact on cirrus microphysical properties, making quantification and parameterization of cirrus clouds in climate models difficult. Using seven flight campaigns funded by the National Science Foundation (NSF), impacts of cirrus controlling factors and their regional distributions are individually quantified, and used to evaluate the National Center for Atmospheric …

Investigating The Nightime Departures Of Glaucous-Winged Gulls (Larus Glaucescens) And The Role Of Social Facilitation, Devon Leigh Mcclain

Master's Theses

Daytime behaviors and occupancy patterns of Glaucous-winged Gulls (Larus glaucescens) have been described and can be mathematically predicted based on environmental factors. However, little is known about the nighttime behaviors of Glaucous-winged Gulls. I used trail cameras to study the daytime and nighttime colony occupancy patterns of Glaucous-winged Gulls on a breeding colony on Protection Island, Washington, USA. Early in the breeding season gulls desert the colony en masse during nighttime even after some gulls have initiated clutches. Using acoustic recording units to identify an acoustic cue that signals the onset of the coordinated nightly departures from the colony, I …

An Experimental Test Of Fiedler's Contingency Model Of Leadership Effectiveness: The Effect Of Gender, Samantha De Souza

Master's Theses

The present study is an experimental test of Fiedler's (1967) Contingency Model of Leadership Effectiveness across genders, as Fiedler's Contingency Model has been tested largely with male participants. The model predicts group performance based on four key variables: leadership style, as indexed by the Least-Preferred Coworker (LPC) Scale, and three situational variables, leader-member relations, task structure, and position power. In situations characterized by high leader-member relations, and low position power, Fiedler predicts a negative correlation between the leader's LPC score and group performance when groups perform a structured task (Octant II), and a positive correlation when groups perform an unstructured …

Intelligent Cinematic Camera Control For Real-Time Graphics Applications, Ian Harris Meeder

Master's Theses

E-sports is currently estimated to be a billion dollar industry which is only growing in size from year to year. However the cinematography of spectated games leaves much to be desired. In most cases, the spectator either gets to control their own freely-moving camera or they get to see the view that a specific player sees. This thesis presents a system for the generation of cinematically-pleasing views for spectating real-time graphics applications. A custom real-time engine has been built to demonstrate the effect of this system on several different game modes with varying visual cinematic constraints, such as the rule …

Human Path Prediction Using Auto Encoder Lstms And Single Temporal Encoders, Hayden Hudgins

Master's Theses

Due to automation, the world is changing at a rapid pace. Autonomous agents have become more common over the last several years and, as a result, have created a need for improved software to back them up. The most important aspect of this greater software is path prediction, as robots need to be able to decide where to move in the future. In order to accomplish this, a robot must know how to avoid humans, putting frame prediction at the core of many modern day solutions. A popular way to solve this complex problem of frame prediction is Auto Encoder …

Predicting Drug Misuse Status Using Machine Learning On Electronic Health Records, Robert Arnold Kania

Master's Theses

Substance misuse is a major problem in the world. in 2014, as many as 52,404 deaths in the US were caused by drug overdoses. in 2001, the monetary cost of drug misuse has been estimated to be 414 billion dollars. in this work, we explore the use of different machine learning algorithms in the prediction of cocaine misuse using structured and unstructured data found in electronic health records. These records contain various attributes that can help with this prediction, including but not limited to chart text data, previous diagnoses of certain diseases and information about the area the patient lives …

Optimizing Gene Expression Prediction And Omics Integration In Populations Of African Ancestry, Paul Chukwuebuka Okoro

Master's Theses

Popular transcriptome imputation methods such as PrediXcan and FUSIon use parametric linear assumptions, and thus are unable to flexibly model the complex genetic architecture of the transcriptome. Although non-linear modeling has been shown to improve imputation performance, replicability and potential cross-population differences have not been adequately studied. Therefore, to optimize imputation performance across global populations, we used the non-linear machine learning (ML) models random forest (RF), support vector regression (SVR), and K nearest neighbor (KNN) to build transcriptome imputation models, and evaluated their performance in comparison to elastic net (EN). We trained gene expression prediction models using genotype and blood …

Trajectories Of Adaptive Functioning Among Youth With Spina Bifida: The Influence Of Neurocognitive Functioning And Parental Scaffolding, Adrien Winning

Master's Theses

Youth with spina bifida (SB), a congenital birth defect affecting the central nervous system, are at risk of experiencing an array of psychosocial and functional deficits (Copp et al., 2015; Holmbeck et al., 2003). Indeed, previous research has documented difficulties across the three adaptive functioning domains outlined by the American Association on Intellectual and Developmental Disabilities (AAIDD): conceptual (e.g., communication, self-direction, functional academics), social (e.g., interpersonal skills), and practical (e.g., self-care, navigating health-care; Copp et al., 2015). Despite this evidence, whether or not children with SB typically acquire skills across development is largely unknown. Additionally, little is known about risk …

Wayfinder Application For Autistic Occupational Assistance, Nathaniel Edward Hishon

Master's Theses

Employment among autistic individuals is an area of noted difficulty, with an employment rate well below the general population [1]. Several barriers attributed to autistic unemployment, including difficulties communicating with employers and social interactions with coworkers, obsessive adherence to routine, and trouble organizing and completing workplace tasks, are also attributed to challenges in maintaining employment [2]. Several studies have concluded that long-term employment support is necessary to acquire and maintain autistic employment [3]. The noted benefit of intensive job training, such as access to job coaches, indicates the need for further support to help autistic individuals complete workplace tasks and …

Using Blockchain Technology For The Organ Procurement And Transplant Network, Utsav Jain

Master's Theses

The organ donation system in the United States is centralized and difficult to audit by the general public. This centralized approach may lead to data integrity issues in the future. The Organ Procurement and Transplant Network (OPTN) was built and maintained by a non-governmental organization called the United Network for Organ Sharing (UNOS) under its proprietary UNet(SM) umbrella platform. This platform is made up of proprietary closed source software and does not provide the general public easy access to the organ transplant data for auditing. This study investigates the feasibility, challenges, and advantages of a blockchain-based OPTN.

A prototype of …

Habitat Selection Of The Spotfin Killifish In Coastal Connecticut, Megan L. Upp

Master's Theses

The Spotfin Killifish (Fundulus luciae) is a salt marsh inhabitant, occupying a habitat subject to change from 1) historic changes from mosquito ditching practices to 2) more contemporary anthropogenic changes from sea level rise and coastal development. Though thought to be a habitat specialist along the Atlantic coast, Spotfin Killifish resource selection has yet to be quantified. Spotfin Killifish presence or absence data was recorded with measured habitat characteristics at sites along a 14 km stretch of coastal Connecticut. Three hypotheses were proposed to create probabilistic models that could predict Spotfin Killifish presence or absence using logistic regression: …

The Workability Of Dominican University Of California (Duoc) Transitioning To A Community Choice Aggregation (Cca) Program Energy Supply, Alexandra Fuentes

Master's Theses

For almost 10 years Community Choice Aggregation (CCA), or community based energy programs, have been developing and or providing clean energy resources to both commercial and residential customers in various regions around the United States. Although there are several programs in communities in the surrounding regions of California, this study focuses on a specific California program known as MCE. This research examines the feasibility of Dominican University of California (DUoC) transitioning from Pacific Gas and Electric (PG&E) to becoming a client of MCE in the future. Out of the 19 community energy programs currently available in the state, MCE is …

Unfamiliar Territory: A Preliminary Exploration Of The Experiences Of International Junior Transfer Students, Nicole Mcintyre

Master's Theses

Over one million international students attend American institutions of higher education each year. For many of these students, community colleges are an accessible and increasingly popular enrollment option because they offer small class sizes, intensive English language courses, and affordable tuition costs. Many international students enrolled in community college seek to transfer to a four-year university and complete a Bachelor’s degree. To date, the experiences of international students who successfully complete this transfer pathway have gone largely unstudied. As a result, very little is known about the international junior transfer population. This qualitative study utilizes a phenomenology methodology to explore …

A Comparison Of The Army Corps Of Engineers Hydrologic Modeling System And Autodesk Storm And Sanitary Analysis For Hydraulic And Hydrologic Analysis And Design, Foster Josef Heifetz Campbell

Master's Theses

Hydrological and hydraulic effects of urban development is one of the key issues of study for improved water management. The addition of impervious surfaces to once pervious land and re-routing open channels and flow paths can cause flooding or declining water levels within a watershed. Many studies of these issues have found that there can be multiple factors causing hydrological and hydraulic impacts, and it can be hard to analyze and develop effective solutions without appropriate drainage software packages. However, there are multiple software packages available for use, and determining the correct one to use for a specific challenge can …

Development Of An Analysis Tool And Weight Estimation Method For Aircraft Wing Structures, Kevin M. Barton

Master's Theses

The goal of this effort was to build an analysis tool for aircraft wings and incorporate it into a program that optimizes the wing structure for the lowest weight for the conceptual design phase. The analysis tool calculates the internal stresses in primary load carrying members using established analysis methods for semimonocoque beams. Via a Graphical User Interface (GUI) built in MATLAB, the user can define the structural layout and material properties of the load carrying members. The program requires a degenerate geometry model built with Vehicle Sketch Pad (OpenVSP) to define the outer mold line (OML) of the wing, …

Biomechanical Study Of Jumping & Landing Techniques: Ballet Vs Non-Ballet Athletes, Ashley Tornio

Master's Theses

INTRODUCTION: The prevalence of ACL injuries is increasing in previous years. One of the most common studied kinematic risk factors related to ACL injuries is a resultant weak, leg axis alignment known as the dynamic knee valgus angle presented during a vertical drop jump [8, 14, 15]. Hewett et. al. concluded that a knee valgus angle was a primary predictor of the mechanism that leads to an ACL rupture [8]. By increasing the excessive knee valgus angle during a two-legged DVJ, an athlete is in turn increasing the possibility of a high knee valgus moment, which can increase the anterior …

Alternative Conceptions, Initial Knowledge, And Self-Efficacy Of The Novice And Expert Geologist Regarding Mineral Identification, Amanda Manzanares

Master's Theses

Research shows the novice geologist begins an introductory geology course with alternative conceptions about minerals and other geoscience concepts. Students use their prior understanding of these concepts as the basis for future learning. If students’ frameworks include alternative conceptions about foundational geoscience concepts, these could hinder their ability to learn more factual and complicated ideas and facts in the future. It takes time to change these alternative conceptions. For this reason, instructors need to understand their students’ prior understandings of geoscience concepts at the beginning of the courses to move students to a better understanding of the material. Moreover, the …

The Effects Of Dance On Gross Motor Skills And Strength In Students With Down Syndrome, Jennifer Canfield

Master's Theses

The purpose of this study was to determine if weekly participation in a ballet class improved upon the gross motor skills of students with Down Syndrome. This study is important because the student participants all showed growth in their gross motor abilities as well as overall strength and physical functioning. When students with special needs are regularly exposed to dance, certain physical skills that are normally more challenging for them, improve, including gross motor functioning, increased strength, better coordination, and an increased ability to balance. This research can be used to justify the expansion of inclusive and adaptive dance opportunities …

Sagebrush Seeds Of Success: A Genetic Analysis Of Bureau Of Land Management Seeds Of Success Seeds And Of Eriogonum Umbellatum, Emily Katherine Schumacher

Master's Theses

Due to the increasing frequency of anthropogenic disturbances, greater effort needs to be put into identifying appropriate seed material for large scale restoration projects. The Bureau of Land Management created the Seeds of Success (SOS) project to increase stocks of native seeds for restoration projects following worsening disturbances. However, there is little known about the genetic composition of these seeds, so it is unclear if these seed accessions will be able to establish healthy and persistent native plant communities. This thesis identified that in 20 accessions of SOS seeds, inbreeding was low to moderate in 17 accessions, allelic richness was …

Resource-Constrained Project Scheduling With Autonomous Learning Effects, Jordan M. Ticktin

Master's Theses

It's commonly assumed that experience leads to efficiency, yet this is largely unaccounted for in resource-constrained project scheduling. This thesis considers the idea that learning effects could allow selected activities to be completed within reduced time, if they're scheduled after activities where workers learn relevant skills. This paper computationally explores the effect of this autonomous, intra-project learning on optimal makespan and problem difficulty. A learning extension is proposed to the standard RCPSP scheduling problem. Multiple parameters are considered, including project size, learning frequency, and learning intensity. A test instance generator is developed to adapt the popular PSPLIB library of scheduling …

The Missing Art: Dance Advocacy And Inter-Arts Collaboration In New Jersey Public High Schools, Vicki Jenkins

Master's Theses

The purpose of this research was to explore the effects dance has on New Jersey public high schools’ performing arts curriculum and its students. It also explored how dance was being utilized in schools and the ways in which art teachers worked together in their programs. The research instrument used in this study was an electronic survey that included quantitative and qualitative questions for data gathering. Participants in this study were from eleven New Jersey high schools that included forty-two arts teachers and eight administrators. The data suggested dance was an important component to the performing arts curricula for teachers, …

Creating A Dancing Classroom: Understanding In What Ways Integrating Dance Into The Classroom Creates Opportunities For Differentiated Instruction, Impacts Classroom Culture, And Enhances Student Outcomes, Maria Ross Campsey

Master's Theses

The aim of this thesis project was to explore the effects of and response to an integrated arts approach that utilized movement and dance to teach a non-dance curriculum. The focus of this descriptive study was to understand the educational benefits of an arts integrated approach to education using movement and dance. The researcher employed both quantitative and qualitative methods to analyze data from twenty-two first-grade students, two classroom teachers, and the researcher’s observations. The researcher posed the following three research questions in this thesis: Q1 Did the movement and dance integrated arts approach help students understand academic concepts? Q2 …