Digital Commons Network^™

Performing Holt-Winters Time Series Forecasting Using Neural Network Based Models, Kazeem Olanrewaju Bankole

College of Graduate Studies: Theses & Dissertations

We show how to create Artificial Neural Network based models for performing the well- known Holt-Winters time series analysis. Our work fares well compared to the well-known Holt-Winter time series prediction method while avoiding the burden of searching for the parameters of the model. We present the theoretical justification of the connection between the two models and experimental results showing the similarities of these models

Railroad Condition Monitoring Using Distributed Acoustic Sensing And Deep Learning Techniques, Md Arifur Rahman

College of Graduate Studies: Theses & Dissertations

Proper condition monitoring has been a major issue among railroad administrations since it might cause catastrophic dilemmas that lead to fatalities or damage to the infrastructure. Although various aspects of train safety have been conducted by scholars, in-motion monitoring detection of defect occurrence, cause, and severity is still a big concern. Hence extensive studies are still required to enhance the accuracy of inspection methods for railroad condition monitoring (CM). Distributed acoustic sensing (DAS) has been recognized as a promising method because of its sensing capabilities over long distances and for massive structures. As DAS produces large datasets, algorithms for precise …

Mammalian Biodiversity On Greenways Across An Urban-To-Rural Gradient, Brooklyn C. Zwinklis

College of Graduate Studies: Theses & Dissertations

Large-scale urbanization is one of the leading causes of biodiversity loss on a global scale due to habitat loss and fragmentation. This has created a need to investigate ways to mitigate the damage caused by urban development, such as studying whether green spaces in urban areas can serve as means of preserving mammalian biodiversity in cities. This study specifically focused on greenways as they are understudied when compared to other green spaces, such as parks and cemeteries. Greenways are linear tracts of paved land, usually designed for human recreational activities. However, their benefits to wildlife have not been well researched. …

There And Back Again: Nick Adams' Masculine Journey From 'Indian Camp' To 'Fathers And Sons.', Michael F. Basista

College of Graduate Studies: Theses & Dissertations

In the following paper, I discuss how Ernest Hemingway’s hyper-masculine persona influences how his male characters are interpreted by some readers. More specifically, I take the character of Nick Adams and look at him as being a representation of one of Hemingway’s male characters that diverges from the hyper-masculine persona that Hemingway had created for himself. To do so, I focus on eight of Hemingway’s short stories, with those being “Indian Camp,” “The Doctor and the Doctor’s Wife,” “Ten Indians,” “The End of Something,” “The Three-Day Blow,” “The Battler,” “Cross-Country Snow,” and “Fathers and Sons.” The development of Nick Adams …

White Woman In A Black Barbershop: Examining Racial Literacy Through Epistemic Curricula Spaces, Megan Paulk

College of Graduate Studies: Theses & Dissertations

The following study is an autoethnography of the researcher, a White Mother of a Black Family (WMOBF). Follow her journey as she examines her racial literacy through the construction of Season Two of her podcast White Women in a Black Barbershop, where she is conversing with three other WMOBF who geographically grew up in the same small town in Maryland. The podcast analysis method is introduced as a method of data collection and analysis. The results of the study are the creation of eight epistemic curricula spaces. These spaces contain movement, are not linear, and are not accessible to all. …

Examining The Impact And Implementation Of Protected Administrative Time On Provider Well-Being And Service Delivery Indicators Within A Multi-State Network Of Primary Care Medical Practices, Lauren Junge-Maughan

College of Graduate Studies: Theses & Dissertations

Background:

Primary care is integral to achieving high-quality health outcomes for the population and decreasing healthcare costs. However, primary care clinicians suffer from conflicting demands, impossible expectations, and burdensome processes. With burnout and mental fatigue increasing, leadership must find innovative programs to implement in their organizations. This mixed-methods research study assessed the impact of one such intervention, protected administrative time (PRAT), on improving provider well-being.

Purpose:

The first aim was to evaluate the association of PRAT on the service delivery indicators of primary care clinicians’ productivity, average appointments per day, patient satisfaction (likelihood to recommend), clinician time to the next …

Feasibility Of Pile Driving Analyzer For Pile On Rock, Tanvir Ahmed

College of Graduate Studies: Theses & Dissertations

The purpose of the field verification of piles is to check whether piles can withstand design load. Two commonly used methods are high strain dynamic piles and static load testing. Static load testing is very time-consuming, requires heavy deadloads and much space, and doesn’t have stress monitoring advantages in piles. High strain dynamic has been employed as an alternative in this regard. Pile dynamic analyzer (PDA) is a device which is used during dynamic testing to analyze the measurements from the test. PDA calculates the geotechnical or structural resistance by using wave mechanics algorithm installed in it. Total driving resistance …

What Is It Really: The Role Of Intergroup Threat In Educational Decision-Making, Kyle A. Walker

College of Graduate Studies: Theses & Dissertations

Perceptions of intergroup threat correlate with prejudice against Black Americans (Iyer, 2022). For example, White Americans tend to move out of communities they dominate when the population of Black Americans increases in those communities beyond a “tolerable” rate due to a perceived threat to the neighborhood's safety and resources; this phenomenon is known as White Flight (Grodzins, 1958; Zou & Cheryan, 2022). This exodus of White Americans predicts urban decay, which affects the public school systems in those areas, leading to poorer public services and higher dropout rates among those in the now racially segregated neighborhoods (Mayer & Jencks, 1989; …

Accounting For Variability Due To Resampling Using Bootstrapping, Dipendra Phuyal

College of Graduate Studies: Theses & Dissertations

Bradley Efron (1979) introduced bootrapping. Typically a researcher is interested in studying a process which generates individuals. The collection of individuals the process has(actual) or could have (conceptual) generated is the population. The collection of conceptual members of the population is an uncountable collection. Hence, the population is anuncountable collection of individuals. The collection of individuals the process has generated (actual individuals) is representative of what the process can generate and will bereferred to as the representative sample. The size of this sample is a nonnegative integervalued random variable N which may be a constant random variable such as in …

Investigations Of Performance And Emissions Of A Fischer-Tropsch Gtl Sustainable Aerospace Fuel With Lubricity Improver In A Compression Ignition Engine With Butanol Port Fuel Injection, James B. Willis

College of Graduate Studies: Theses & Dissertations

As there is increasing concern over emissions of traditional fossil fuels, as well as the future of continued reliance on this dwindling resource, it is becoming increasingly evident that alternative fuels are a necessity. This research investigates the use of a Fischer-Tropsch fuel from natural gas feedstocks, S8, in an internal combustion research engine with a common rail fuel injection system. This synthetic kerosene fuel has a high DCN of 62, indicating high affinity to autoignition compared to conventional pump diesel (ULSD) at 48 DCN. However, due to the process by which it is produced, this fuel lacks the necessary …

Hillbilly Bands: Southern Rock's Impact On Southern Identity In The 1970s, John H. Hartman

College of Graduate Studies: Theses & Dissertations

Music has always been a conduit in which its artists are able to voice their views, influences, desires, and heartbreaks to a wide audience. Southern Rock is no different. The emergence and popularity of the genre in the 1970s is not a coincidence, but rather a reflection of the South during this time. The South as a whole was changing due to the passage of the Civil Rights Act, ending Jim Crow Laws and denouncing racial oppression throughout the nation. For the South, This meant drastic changes to their society and the slow recognition of the racially oppressive ideals that …

Footwear Selection, Foot Type, And Running Biomechanics Of Male Distance Runners With Previous Running Related Injury: A Case Series, Diego Castro I. Diaz

College of Graduate Studies: Theses & Dissertations

With the rise in popularity of running, running shoe companies have researched and designed several models aimed at the purpose of providing comfort and aiding in the decrease of running related injuries. Technology was developed for running shoes to control forefoot and rearfoot impact forces and rearfoot motion during running. However, there is no overwhelming evidence supporting the notion that footwear corresponding to foot type leads to a decrease in running injuries. Thus, the purpose of this study was to describe footwear selection, foot type, and running biomechanics in previously injured male distance runners. Six total participants completed this case …

Evaluating Reactive Gliosis In The Brain Of Adult Zebrafish Following The Ingestion Of Nanopolystyrene., Hannah A. Kelehear

College of Graduate Studies: Theses & Dissertations

Polystyrene nanoplastics are one of the most pervasive environmental contaminants and have been shown to infiltrate multiple organ systems following ingestion. Studies in several animal models and humans have demonstrated that nanoplastics can cross the blood-brain barrier. Additionally, there is evidence that plastics will induce an inflammatory response in the brain involving reactive gliosis of microglia and astrocytes. This process has yet to be thoroughly investigated in the zebrafish model system in the context of micro-/nanoplastic ingestion. In the current study, we examined microglial and astrocytic phenotypes in the adult zebrafish telencephalon after consuming food contaminated with 44 nm polystyrene …

Numerical Modeling Of Thermal Runaway In Lithium-Ion Batteries Using Decomposition Kinetics And Inter-Cell Contact Resistance, Shehzad Khan

College of Graduate Studies: Theses & Dissertations

Lithium-ion batteries (LIBs) are central in numerous high-demand applications due to their high energy density and prolonged cycle life. Despite these advantages, their susceptibility to thermal runaway (TR) poses a significant safety risk, with the potential for catastrophic failures. This study focuses on the thermal behavior of prismatic lithium-ion cells, using a finite volume-based partial differential equation (PDE) solver developed in MATLAB and JULIA to model TR behavior. This solver accurately simulates transient behaviors, convection, diffusion, and source terms across various coordinate systems. By engaging in a series of increasing complex case studies, this research aims to identify the critical …

The Effects Of External Load Type And Eccentric Tempo On Hamstring Electromygraphy During Unilateral And Bilateral Prone Hamstring Exercise, Toraya Hughes

College of Graduate Studies: Theses & Dissertations

Isotonic hamstring exercises are employed to mitigate the risk of a future hamstring strain and after strain, incorporated into return-to-play protocols. However, research has negated leg dominance's influence on muscle recruitment and exercise form. Therefore, the purpose of this study was to compare muscle recruitment between the dominant (DOM) and non-dominant (nonDOM) during prone hamstring exercise (PHSE) variations. METHODS: Twenty trained participants aged 18 – 33 (M = 23 years, SD = 3 years) completed familiarization and experimental protocols > 72 hours apart. Participants underwent four PHSE variations that differed by load type (barbell vs. dumbbell), exercise strategy (bilateral …

Investigating Flash Flood Occurrence Using Negative Binomial Models In Maryland, United States Of America, Zainab O. Akinsemoyin

College of Graduate Studies: Theses & Dissertations

Globally, as extreme weather patterns intensify, flash floods have emerged as one of the most destructive and immediate environmental threats. In Maryland, flash floods are particularly concerning due to its diverse topography and increasing urban development, which exacerbates runoff and overwhelms drainage systems. The state has experienced significant flash flood events, highlighting the need for effective models to manage risks and inform mitigation strategies. While regression models such as the Negative Binomial (NB) and Zero-Inflated Negative Binomial (ZINB) are commonly used for count data analysis, their application to flash flood modeling in the USA, including regions like Maryland, remains limited …

Legal Vengeance And Popular Violence: Reimagining Justice In The Heart Of Midlothian, Melissa J. Ganz

English Faculty Research and Publications

No abstract provided.

A Taxonomy Of Life Writing: Exploring The Functions Of Meaningful Self-Sponsored Writing In Everyday Life, Heather Lindenman, Dana Lynn Driscoll, Andrea Efthymiou, Matthew Pavesich, Jennifer Reid

English Faculty Research and Publications

This essay takes as its focus the everyday writing that people compose: the self-sponsored, nonobligatory texts that people write mainly outside of work and school. Through analysis of 713 survey responses and 27 interviews with accompanying writing samples, this study provides a panoramic view of the functions of self-sponsored writing and rhetorical activity for U.S. adults, ages 18 to 65+ years, from a range of geographic, cultural, and professional backgrounds. The Taxonomy of Life Writing presented in this essay demonstrates the range of ways that writing functions in people’s daily lives. It includes 19 key functions of life writing, organized …

Dual Suppression Of Glossina Pallidipes Using Entomopathogenic Fungal-Based Biopesticides And Sterile Insect Technique, Fidelis L.O. Ombura, Adly M.M. Abd-Alla, Komivi S. Akutse, Steven Runo, Paul O. Mireji, Rosemary Bateta, Joseck E. Otiwi, Inusa J. Ajene, Fathiya M. Khamis

All Peer-Reviewed Publications

Tsetse flies and trypanosomosis significantly impact bovine production and human health in sub-Saharan Africa, exacerbating underdevelopment, malnutrition, and poverty. Despite various control strategies, long-term success has been limited. This study evaluates the combined use of entomopathogenic fungi (EPF) and the sterile insect technique (SIT) to combat tsetse flies. Eleven EPF isolates were tested against teneral males of Glossina pallidipes, focusing on mortality rates, radial growth, and impacts on fly fitness. Temperature effects on conidial growth, sporulation, and spore yield of SIT-compatible/tolerant strains were also assessed. The fungal isolates significantly influenced mortality rates in both unirradiated and irradiated (SIT-treated) males (p <  0.0001). Metarhizium anisopliae strains ICIPE 20, ICIPE 32, ICIPE 41, ICIPE 62, ICIPE 78, and Beauveria bassiana ICIPE 603 showed higher SIT compatibility/tolerance with LT50 values of 11–30 days, compared to other more virulent isolates with LT50 values of 4–9 days. Temperature significantly affected the radial growth of SIT-compatible EPF strains (p <  0.0001), with M. anisopliae ICIPE 78 exhibiting the fastest conidia growth at 25°C. Spore yield varied significantly across temperatures (15–40°C), and the thermal range for conidia germination of SIT-compatible strains was 8.1–45.4°C, with an optimal range of 26.7–31.1°C. Moreover, infected unirradiated females and irradiated males (donors) successfully transmitted conidia to untreated flies (receivers) without significant differences in survival rates (p = 0.6438) and no observed sex dimorphism. Our findings highlight the potential of combining EPF and SIT as a novel dual approach that could effectively and synergistically suppress tsetse fly populations.

Optimizing Microbe-Infected Mosquito Release: A Stochastic Model For Malaria Prevention, Steeven Belvinos Affognon, Henri E.Z. Tonnang, Philip Ngare, Benard Kipchumba Kiplangat, Shirley Abelman, Jeremy K. Herren

All Peer-Reviewed Publications

Malaria remains a critical public health challenge in Africa, demanding innovative control strategies. This study introduces a novel approach using Microsporidia MB-infected mosquitoes and stochastic optimal control within a Lévy process framework to regulate mosquito release strategies. The primary goal is to optimize Microsporidia MB prevalence within mosquito populations to disrupt Plasmodium transmission to humans. By incorporating Lévy noise into the modeling process, we capture the inherent randomness of mosquito dynamics, improving intervention accuracy. The model, guided by the Hamilton–Jacobi–Bellman (HJB) equation, optimizes release protocols while accounting for key environmental factors like seasonality and temperature fluctuations. Results show that intervention …

Insect Frass Fertilizer As A Regenerative Input For Improved Biological Nitrogen Fixation And Sustainable Bush Bean Production, Agnes Chepkorir, Dennis Beesigamukama, Harun I. Gitari, Shaphan Y. Chia, Sevgan Subramanian, Sunday Ekesi, Birachi Eliud Abucheli, Jean Claude Rubyogo, Theodore Zahariadis, Gina Athanasiou, Aikaterini Zachariadi, Vasileios Zachariadis, Abdou Tenkouano, Chrysantus M. Tanga

All Peer-Reviewed Publications

Bush bean (Phaseolus vulgaris L.) production is undermined by soil degradation and low biological nitrogen fixation (BNF) capacity. This study evaluated the effect of black soldier fly frass fertilizer (BSFFF) on bush bean growth, yield, nutrient uptake, BNF, and profitability, in comparison with commercial organic fertilizer (Phymyx, Phytomedia International Ltd., Kiambu, Kenya), synthetic fertilizer (NPK), and rhizobia inoculant (Biofix, MEA Fertilizers, Nairobi, Kenya). The organic fertilizers were applied at rates of 0, 15, 30, and 45 kg N ha−1 while the NPK was applied at 40 kg N ha−1, 46 kg P ha−1, and 60 kg K ha−1. The fertilizers …

A Worldwide Overview Of The Status And Prospects Of Edible Insect Production, R. Caparros Megido, F. Francis, E. Haubruge, P. Le Gall, J. K. Tomberlin, C. D. Miranda, H. R. Jordan, C. J. Picard, M. J.M. Pino, J. Ramos-Elordy, E. Katz, K. B. Barragán-Fonseca, E. M. Costa-Neto, R. Ponce-Reyes, G. Wijffels, S. Ghosh, C. Jung, Y. S. Han, B. Conti, A. Vilcinskas, C. M. Tanga, M. O. Kababu, D. Beesigamukama, J. A. Morales Ramos, A. Van Huis

All Peer-Reviewed Publications

There has been continuous and growing interest in edible insects. Worldwide, various levels of insect farming are emerging, ranging from small domestic farms to vertical farms reaching heights of 36 meters, accommodating several million growing insects. The appeal of insects lies in their ecological benefits, as they contribute to the valorization of unde-rutilized organic residues while requiring minimal space and water. The selection of insect species is influenced not only by their biology and behavior but also by local preferences and customs, varying with the scale of production and geographi-cal location. This review article aims to provide an updated overview …

Comparison Of Test Performance Of A Conventional Pcr And Two Field-Friendly Tests To Detect Coxiella Burnetii Dna In Ticks Using Bayesian Latent Class Analysis, Maureen W. Kamau, Carmel Witte, Wynand Goosen, Mathew Mutinda, Jandouwe Villinger, Dennis Getange, Rua Khogali, Michael E. Von Fricken, Eric Maurice Fèvre, Dawn Zimmerman, Yvonne Marie Linton, Michele Miller

All Peer-Reviewed Publications

Introduction: Coxiella burnetii (C. burnetii)-infected livestock and wildlife have been epidemiologically linked to human Q fever outbreaks. Despite this growing zoonotic threat, knowledge of coxiellosis in wild animals remains limited, and studies to understand their epidemiologic role are needed. In C. burnetii-endemic areas, ticks have been reported to harbor and spread C. burnetii and may serve as indicators of risk of infection in wild animal habitats. Therefore, the aim of this study was to compare molecular techniques for detecting C. burnetii DNA in ticks. Methods: In total, 169 ticks from wild animals and cattle in wildlife conservancies in northern Kenya …

Preparation And Characterization Of Silver Nanoparticles And Its Medical Application Against Pathogenic Bacteria, Azhin Zainel Abbas, Rosure Borhanalden Abdulrahman, Thikra A. Mustafa

Baghdad Science Journal

The fabrication of Solid and Hollow silver nanoparticles (Ag NPs) has been achieved and their characterization was performed using transmission electron microscopy (TEM), zeta potential, UV–VIS spectroscopy, and X-ray diffraction (XRD). A TEM image revealed a quasispherical form for both Solid and Hollow Ag NPs. The measurement of surface charge revealed that although Hollow Ag NPs have a zeta potential of -43 mV, Solid Ag NPs have a zeta potential of -33 mV. According to UV-VIS spectroscopy measurement Solid and Hollow Ag NPs both showed absorption peaks at wavelengths of 436 nm and 412 nm, respectively. XRD pattern demonstrates that …

Synthesis, Characterization And Anticancer Activity Of Chitosan Schiff Base / Pvp Gold Nano Composite In Treating Esophageal Cancer Cell Line, Maha A. Younus, Baker F. Abdallaha

Baghdad Science Journal

In the present paper, chitosan Schiff base has been synthesized from chitosan’s reaction with the salicyldehyde. The AuNPs was manufacture by extract of onion peels as a reducing agent. The Au NPs that have been prepared were characterized through the UV-vis spectroscopy, XRD analyses and SEM microscopy. The polymer blends of the chitosan Schiff base / PVP has been prepared through using the approach of solution casting. Chitosan Schiff base / PVP Au nano-composites was prepared. Nano composites and polymer blends have been characterized by FTIR which confirm the formation of Schiff base by revealing a new band of absorption …

Water Treatment Using Zinc Nanoparticles And Apricot Plant Extracts From Organic And Inorganic Pollution, Suzan Muslim Abdullah, Abbas Ali Salih Al-Hamdani, Labeeb Ahmed Al-Zubaidi

Baghdad Science Journal

The apricot plant was washed, dried, and powdered after harvesting to produce a fine powder that was used in water treatment. created an alcoholic extract from the apricot plant using ethanol, which was then analysed using GC-MS, Fourier transform infrared spectroscopy, and ultraviolet-visible spectroscopy to identify the active components. Zinc nanoparticles were created using an alcoholic extract. FTIR, UV-Vis, SEM, EDX, and TEM are used to characterize zinc nanoparticles. Using a continuous processing procedure, zinc nanoparticles with apricot extract and powder were employed to clean polluted water. Firstly, 2 g of zinc nanoparticles were used with 20 ml of polluted …

Semi-Analytical Assessment Of Magneto-Hydrodynamic Nano-Fluid Flow Jeffrey- Hamel Problem, Saja I Abdulridah, Abeer M Jasim

Baghdad Science Journal

In this paper, analyzing the non-dimensional Magnesium-hydrodynamics problem Using nanoparticles in Jeffrey-Hamel flow (JHF) has been studied. The fundamental equations for this issue are reduced to a three-order ordinary differential equation. The current project investigated the effect of the angles between the plates, Reynolds number, nanoparticles volume fraction parameter, and magnetic number on the velocity distribution by using analytical technique known as a perturbation iteration scheme (PIS). The effect of these parameters is similar in the converging and diverging channels except magnetic number that it is different in the divergent channel. Furthermore, the resulting solutions with good convergence and high …

On Semigroup Ideals And Right N-Derivation In 3-Prime Near-Rings, Enaam Farhan

Baghdad Science Journal

The current paper studied the concept of right n-derivation satisfying certified conditions on semigroup ideals of near-rings and some related properties. Interesting results have been reached, the most prominent of which are the following: Let M be a 3-prime left near-ring and A_1,A_2,…,A_n are nonzero semigroup ideals of M, if d is a right n-derivation of M satisfies on of the following conditions,d(u_1,u_2,…,(u_j,v_j ),…,u_n )=0 ∀ 〖 u〗_1 〖ϵA〗_1 ,u_2 〖ϵA〗_2,…,u_j,v_j ϵ A_j,…,〖u_n ϵA〗_u;d((u_1,v_1 ),(u_2,v_2 ),…,(u_j,v_j ),…,(u_n,v_n ))=0 ∀u_1,v_1 〖ϵA〗_1,u_2,v_2 〖ϵA〗_2,…,u_j,v_j ϵ A_j,…,〖u_n,v_n ϵA〗_u ;d((u_1,v_1 ),(u_2,v_2 ),…,(u_j,v_j ),…,(u_n,v_n ))=(u_j,v_j ) ∀ u_1,v_1 〖ϵA〗_1 ,u_2,v_2 〖ϵA〗_2,…,u_j,v_j ϵ A_j,…,〖u_n,v_n ϵA〗_u;If d+d is …

Secure Smart Contract Based On Blockchain To Prevent The Non-Repudiation Phenomenon, Noor Sabah Mohammed, Omar A. Dawood, Ali M. Sagheer, Ahmed Adil Nafea

Baghdad Science Journal

Blockchain is an innovative technology that has gained interest in all sectors in the era of digital transformation where it manages transactions and saves them in a database. With the increasing financial transactions and the rapidly developed society with growing businesses many people looking for the dream of a better financially independent life, stray from large corporations and organizations to form startups and small businesses. Recently, the increasing demand for employees or institutes to prepare and manage contracts, papers, and the verifications process, in addition to human mistakes led to the emergence of a smart contract. The smart contract has …

Molecular Characterization Of Fecundity-Related Gene Regions In Some Of Türkiye’S Native Sheep Breeds, Ramazan Aymaz, Fulya Özdi̇l, Yalçın Yaman

Turkish Journal of Veterinary & Animal Sciences

In this study, the BMP15 and GDF9 gene regions were examined through DNA sequencing in some native sheep breeds of Türkiye (Kıvırcık, Karacabey Merino, Chios, Gökçeada, Çine Çaparı, Awassi, and Karakacan). In the BMP15 exon 2 region, two single nucleotide polymorphisms (SNPs) were identified: one synonymous SNP, P248P (proline/proline), and one nonsynonymous SNP, L251P (leucine/proline), resulting in a missense mutation. In the GDF9 exon 1 region, only a nonsynonymous SNP, R87H (histidine/ arginine), was found. In the GDF9 exon 2 region, four SNPs were identified: two nonsynonymous SNPs, E241K (glutamate/lysine) and V332I (valine/isoleucine), and two synonymous SNPs, L159L (leucine/leucine) and …