Digital Commons Network^™

Visual Data Mining Techniques For Functional Actigraphy Data: An Object-Oriented Approach In R, Abbass Sharif

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Actigraphy, a technology for measuring a subject's overall activity level almost continuously over time, has gained a lot of momentum over the last few years. An actigraph, a watch-like device that can be attached to the wrist or ankle of a subject, uses an accelerometer to measure human movement every minute or even every 15 seconds. Actigraphy data is often treated as functional data. In this dissertation, we discuss what has been done regarding the visualization of actigraphy data, and then we will explain the three main goals we achieved: (i) develop new multivariate visualization techniques for actigraphy data; (ii) …

Transportation Network Resiliency: A Study Of Self-Annealing, Sunil Babu Pant

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Disasters have the potential to hit any geographical location with or without warning. As such, it is desirable that transportation networks are able to withstand the adverse effect of disasters and maintain the normal functioning of all sectors of society. Resilient transportation networks are least affected by disruptions created by natural and manmade disasters and are still able function with an acceptable level of service. Such networks also have ability to return earlier from disrupted state to the normal functioning state. Resilience possessed by a transportation network measures the ability of networks to maintain functionality despite adverse conditions posed by …

A Study Of Utah’S New Century Scholarship (Ncs) Program, Christine Kearl

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This was a study about the New Century Scholarship (NCS) program offered to Utah high school students at commencement for earning an AA degree by the time of high school graduation. The scholarship paid 75% of the remaining 2 years of tuition over a 5-year period. The goal of the program was to assist students to bachelor degree completion faster than the traditional time.

This program has been in Utah for the past 20 years, but little to no information about the program exists. Annually, the cost to taxpayers is approximately $2 million dollars. This study was conducted to determine …

The Application Of Tomographic Reconstruction Techniques To Ill-Conditioned Inverse Problems In Atmospheric Science And Biomedical Imaging, Vern Philip Hart Ii

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Tomography is an imaging technique in which 3D models of objects are created from several 2D projections viewed at different angles. When the number of available projections is limited, the resulting data are said to be sparse. This restriction is often a direct result of the imaging geometry used to acquire the data. One-sided views and a small number of receivers can reduce the range of available projections, which makes the object more difficult to reconstruct. Approximate solutions to difficult imaging problems can be obtained using a class of iterative algorithms known as the algebraic reconstruction techniques (ARTs). The presented …

A Mechanistic Study Of Catalytic Promiscuity In Protein Phosphatase 1, Yuan Chu

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

"Catalytic promiscuous" enzymes, which possess additional activities besides their "native" activity, albeit with a lower efficiency than the main reaction, have become a new frontier for biochemistry and have received considerable attention. Catalytic promiscuity has been suggested to contribute to enzyme evolution through the mechanism of gene duplication followed by specialization of one of the two copies for the new function. Mimicking this evolutionary shortcut could also provide a more efficient route to changing the function of proteins by directed evolution.

The promiscuous phosphatase PP1 is a member of the phosphoprotein phosphatase (PPP) gene family, which is critical for the …

Compressive Point Cloud Super Resolution, Cody S. Smith

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Automatic target recognition (ATR) is the ability for a computer to discriminate between different objects in a scene. ATR is often performed on point cloud data from a sensor known as a Ladar. Increasing the resolution of this point cloud in order to get a more clear view of the object in a scene would be of significant interest in an ATR application.

A technique to increase the resolution of a scene is known as super resolution. This technique requires many low resolution images that can be combined together. In recent years, however, it has become possible to perform super …

The Effect Of Growth Parameters On The Height And Density Of Carbon Nanotube Forests, Robert Welch Call

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Rolled-up graphene sheets, known as carbon nanotubes, are grown in vertically aligned arrays called carbon nanotube forests (CNTFs). CNTFs make extremely dark surfaces. They are being investigated for use on space crafts as calibration surfaces and to protect optical sensors from unwanted signals. These CNTFs are grown by injecting a precursor consisting of a metal catalyst particle and a hydrocarbon component into a furnace at high temperature (~700°C). This study investigates the influence of several different growth parameters on the final height and density of the CNTF. Height and density influence the absorbance of the surface at different wavelengths.

Design And Characterization Of Circularly Polarized Cavity-Backed Slot Antennas In An In-House-Constructed Anechoic Chamber, Mangalam Chandak

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Small satellites have become important vehicles for space exploration. One of the challenges on these satellites is their limited surface area, which creates problems in allocating resources for devices such as antennas. Also, an effective satellite communication system often requires circularly polarized antennas. Therefore, integrating cross slot antennas around solar cells to form a multifunctional solar panel is one of the best solutions for small satellites. The cross geometry provides circular polarization and the slot configuration does not compete for any additional surface space. The main goal of this thesis was to design, fabricate, and test such type of slot …

New Methods For Engineering Site Characterization Using Reflection And Surface Wave Seismic Surveys, Susit Chaiprakaikeow

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This study presents two new seismic testing methods for engineering application, a new shallow seismic reflection method and Time Filtered Analysis of Surface Waves (TFASW). Both methods are described in this dissertation.

The new shallow seismic reflection was developed to measure reflections at a single point using 2-4 receivers, assuming homogeneous, horizontal layering. Two problems commonly encountered in reflection testing are dealt with in this new method. These problems are: phase shifts between the wave source and ground motion; and, loss of high frequency energy. Using approaches to mitigate these problems significantly improved the shape of measured waveforms. However, none …

The Chemical Evolution Of Oceanic And Continental Lithosphere: Case Studies In The Us Cordillera, Marlon Mauricio Jean

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Among the terrestrial planets, only Earth has volcanism and plutonism that is related to plate tectonics. At the bottom of the oceans, mid-ocean ridges form where tectonic plates drift apart. More visible, and explosively dangerous, is volcanism related to the subduction of oceanic plates back into the Earth’s mantle. Less clear is the origin of the third major type of volcanism, the so-called intra-plate volcanism, which is thought to represent thermally driven upwellings from the lower mantle. This dissertation investigates two of these unique volcano-tectonic settings which occur in the western United States.

Subduction zones are regions of intense earthquake …

Numerical And Experimental Study Of Anisotropic Effective Thermal Conductivity Of Particle Beds Under Uniaxial Compression, Jingwen Mo

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Planetary heat flow is of great interests to planetary scientists, which can be used to determine the history and current status of pianetary bodies. Thermal conductivities of planetary bodies are generally measured using long needle-like probes inserted into planet's surface, which measure the horizontal effective thermal conductivity (parallel to the planetary surface). The vertical effective thermal conductivity (perpendicular to the planetary surface), used for heat flow calculation, is assumed to be the same as the horizontal effective thermal conductivity. However, ETC of particle beds is known to be an anisotropic property under low compressive pressures.

The objective of this study …

Unified Rating Equations For Cutthroat Flumes Derived From A Three-Dimensional Hydraulic Model, Sathaporn Temeepattanapongsa

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

A sophisticated mathematical model of three-dimensional hydraulics was used to develop complete calibrations for Cutthroat flumes, which are structures used in canals (or “open channels”) to measure flow rates. Although Cutthroat flumes have been used for many years, and much research has been done on their calibrations and application in the field, never before was there a complete set of calibration parameters for all 24 standard flume sizes. This research was validated by previously published laboratory results on prototype flumes at Utah State University and elsewhere, and it was successful in generating accurate calibration parameters for all 24 flume sizes, …

Sigtree: An Automated Meta-Analytic Approach To Find Significant Branches In A Phylogenetic Tree, Todd R. Jones

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

An experiment was performed on two groups of mice, the first group receiving a refined wheat diet, and the second group receiving a whole wheat diet. The levels of abundance of hundreds of bacteria in the guts of the mice were measured. Of interest was whether the levels of these bacteria were different depending on type of diet. In addition, it was desired to examine differences by diet in all of the families of bacteria. These family relationships are represented in a tree, and it was determined helpful to color the branches of this tree based on the differences of …

Aging-Aware Routing Algorithms For Network-On-Chips, Kshitij Bhardwaj

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Network-on-chips (NoCs) are one of the most scalable mediums to interconnect different processors in a multi-processor system. The processors are connected to routers via network interfaces and the routers are connected to each other through links. A routing algorithm is implemented inside each router that decides the path that a packet must take to reach the destination processor from the source. If a path is heavily utilized, the links and routers comprising the path start to age, and therefore can become faulty with time. In order to avoid this situation, the routing logic must be able to distribute the packets …

Value Of Information In Design Of Groundwater Quality Monitoring Network Under Uncertainty, Abdelhaleem I. Khader

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Due to variations in rainfall and limited surface water resources, groundwater is considered the main source for freshwater in many places throughout the word. But this precious resource is being jeopardized by pollution from human activities such as: industry, agriculture, and untreated wastewater, which highlight the need for efficient groundwater resources management. To be efficient, groundwater resources management requires efficient access to reliable information that can be acquired through monitoring. On the other hand, the complicated nature of groundwater aquifers and the uncertainties in the data and the models used to understand the aquifer and its behavior require more powerful …

Multi-Functional Reconfigurable Antenna Development By Multi-Objective Optimization, Xiaoyan Yuan

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Antennas are the most essential and significant elements of any wireless communication system. The most common antennas used in wireless communication systems include dipoles/monopoles, horn antennas, loop antennas, and micro-strip antennas. Each type possesses inherent advantages and disadvantages that make them satisfactory for particular applications. The properties of these antennas, however, are fixed by the initial design and cannot be changed. These fixed properties impose restrictions on the overall system performance as the antenna cannot adapt its characteristics in response to the changing propagation parameters of the wireless medium. A reconfigurable antenna, on the other hand, can dynamically change its …

Young Children‘S Mathematics References During Free Play In Family Child Care Settings, Shawnee M. Hendershot

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This study was undertaken to determine how children use math in their everyday activities, which includes caregiving environments outside of their home. Audio recordings were taken of children while they played. The researcher typed transcripts of the audio recordings in order to search for references to math. The different types of math that the children used were: (a) classification, (b) magnitude, (c) enumeration, (d) patterns and shapes, (e) spatial reasons, and (f) part/whole. An example of classification would be a child sorting blocks into groups based on shape. Magnitude is used when a child uses phrases to compare two or …

Identifying And Quantifying Sediment Sources And Sinks In The Root River, Southeastern Minnesota, Justin Collin Stout

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Fine sediment, normally understood to refer to sand, silts, and clays; is a natural constituent in all rivers. When in excess this fine sediment can degrade the habitat for aquatic life in these rivers, and carry with it many pollutants and nutrients which can cause adverse effects on wildlife and human populations.

Understanding how this fine sediment moves through a river system, from erosion off of hillslopes, transport through the river, and finally export from the mouth of the system is vital part to land and river management. However, predicting how fine sediment moves through a system is a difficult …

Carbon Sequestration On Utah Rangelands: A Landowner Perspective, Seth Cook

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Carbon sequestration is the removal of carbon dioxide from the air and storing it in plants and soil through natural processes. Rangelands can be managed to sequester carbon and mitigate climate change. Supported by the Utah Agricultural Experiment Station, this study assessed Utah rangeland owners’ perceptions of carbon sequestration and explored factors influencing their likelihood of participation in relevant programs. Data were collected through interviews and a statewide survey of Utah rangeland owners. Over two-thirds of respondents were aware of carbon sequestration and viewed it positively. Those who thought the climate had been changing over the past 30 years tended …

Undergraduate Information Systems (Is) Curriculum And Career Track Development In United States Colleges And Universities: Assessment Of Adherence To Is 2010 Curriculum Guidelines, Corbin Christopher Bell

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The objective of this study was to survey IS curriculum in AACSB-accredited Information Systems programs across the United States, to evaluate current adherence to the IS 2010 Curriculum Guidelines, and to assess the number and type of career track developments initiated as a result of less stringent requirements in the new curriculum guidelines. In addition, an analysis was conducted to see if curriculum in AACSB-accredited Information Systems programs across the United States changed significantly since other similar evaluations reported in 1996, and 2006, and whether it is closer in adherence to the IS 2010 curriculum guidelines.

The findings of this …

Adaptive Re-Segmentation Strategies For Accurate Bright Field Cell Tracking, Nare Hayrapetyan

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Cell migration is central for many fundamental biological processes and development of multi-cellular organisms. The failure of cells to migrate or migration of cells to inappropriate locations during embryo development can result in life threatening consequences such as brain malfunctions. In adults, cell migration plays an important role in wound healing and immune responses. Failure in these processes can have dramatic medical implications and can lead to vascular diseases and tumor formation. Therefore, studying cell migration is critical to helping prevent and cure diseases.

Cell migration is usually studied by observing cells photographed through a microscope at regular time intervals. …

A Localized Geometric-Distortion Resilient Digital Watermarking Scheme Using Two Kinds Of Complementary Feature Points, Jiyuan Wang

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

More and more digital images are being distributed over the Internet to an evergrowing number of people for sharing, studying, or other purposes. However, most of those digital products are exposed without any protection, and such information can be easily transferred, copied, and tampered without authorization simply by using readily available digital multimedia editing software. Digital watermarking techniques have been developed as a tool to discriminate whether the original content of digital media is tampered or not. A digital watermark is embedded on digital images as an invisible message and is used to demonstrate the proof by the owner.

In …

Latent Classes Of Self-Reported Adolescent Depression In A Clinical In-Patient Population, Jonathan F. Doti

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The depressive disorders are among the most common mental health problems with substantial financial and quality-of-life costs. Depression has generated considerable debate as to the underlying structure/taxonomy and continues to be frequently debated. Adolescents who meet diagnostic criteria for major depressive disorder often experience anxiety (and vice versa). Therefore, understanding the underlying structure of depression as well as the co-occurrence of anxiety in a population of adolescents adds to our conceptual understanding of these disorders and facilitates treatment clarity.

This investigation sought to investigate the following research questions for adolescents’ self-reported symptoms of depression, and self-reported symptoms of depression and …

Cross Flow Filtration For Mixed-Culture Algae Harvesting For Municipal Wastewater Lagoons, Misheka Wilson

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The City of Logan Environmental Department has a goal to remove chemicals from the municipal wastewater that can cause algae growth in Cutler Reservoir that will impair use for recreation. The proposed plan to accomplish the goal is to grow algae within the 460-acre Logan Lagoon wastewater system, and then remove the algae from the treated wastewater that enters Cutler Reservoir. The collected algae may be used to produce biodiesel to fuel the City solid waste vehicles. The City will coordinate the development and implementation of this project with the assistance of the Utah State University Biological Engineering Department. The …

Ensuring Microbial Safety In Food Product/Process Development: Alternative Processing Of Meat Products And Pathogen Survival In Low-Salt Cheddar Cheese, Subash Shrestha

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Most outbreaks of foodborne illness in the United States occur as a result of improper food-handling and preparation practices in homes or food establishments. The lack of food-safety knowledge is one of the several reasons for this. However, researchers also suggest that food-operators and consumers with adequate food-safety knowledge, attitudes, and intentions do not always follow the food-safety recommendations because not all recommendations are easy to put into practice. Therefore, the first part of this study sought to establish safe alternative processing of meat products that can be easily practiced by food-operators and consumers. In Chapter 3, a novel method …

Relationship Between First-Year Student Retention, Noncognitive Risk Factors, And Student Advising, R. David Roos

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This study was undertaken by David Roos, a USU doctoral student and an employee at Dixie State College, in fall semester 2009. The purpose of the study was to measure the possible impact that nonacademic student information would have on retention when used by advisors and shared in an advising session with students. This information was gathered using an in-class survey that identified nonacademic or "noncognitive" risk factors not apparent by looking at a high school transcript or reviewing a student's demographic background. Such factors as college commitment, self-efficacy, and resiliency were measured using a survey instrument called the Student …

Planning, Acting, And Learning In Incomplete Domains, Christopher H. Weber

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The engineering of complete planning domain descriptions is often very costly because of human error or lack of domain knowledge. Learning complete domain descriptions is also very challenging because many features are irrelevant to achieving the goals and data may be scarce. Given incomplete knowledge of their actions, agents can ignore the incompleteness, plan around it, ask questions of a domain expert, or learn through trial and error.

Our agent Goalie learns about the preconditions and effects of its incompletely-specified actions by monitoring the environment state. In conjunction with the plan failure explanations generated by its planner DeFault, Goalie diagnoses …

Peer-To-Peer Simulation Of Massive Virtual Environments, James Dean Mathias

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Massively multiplayer games make up a large and growing segment of the computer game industry. One of the best known examples of these games is World of Warcraft, developed and published by Activision Blizzard. World of Warcraft boasts a subscriber base of over eleven million active subscribers, earning an estimated $1 billion dollars in 2010.

Some of the core issues for companies that publish these games are the cost of the computers, Internet bandwidth usage, and supporting technical staff. These costs easily reach hundreds of thousands of dollars each month, and in the case of World of Warcraft, millions of …

Repeated Reading: Testing Alternative Models For Efficient Implementation, Gregory Paul Lewis

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

An investigation was conducted to determine the best criterion for advancement to a new reading passage during the commonly used classroom strategy of repeated reading. Knowing when to move students to a new passage during the repeated reading process was considered of value to teachers in efficiently using student learning time. The study also explored the effect of demographic variables (age, ethnicity, gender, SES, and beginning reading ability) on predicting outcome measures based on repeated reading scores.

A complex multi-level structural equation model was developed to study (a) the growth of student's ability to read words with speed and accuracy …

Biochemical Characterization Of Sac9, A Putative Phosphoinositide Phosphatase In Arabidopsis Thaliana, And Its Role In Cellular Abnormalities, Almut H. Vollmer

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Since the early colonization of land by fungi and plants some 700 million years ago, plants have been continuously faced with changes in their environment. Unlike animals, plants are not free to move about, and can therefore not evade many stress factors. How plants sense and respond to their environment has been of interest not only to scientific research but also in more practical applications such as agriculture.

Signals (such as light or salinity) from the outside of plant cells trigger a flow of information to the inside of the cell. The final target for most of the information is …