Digital Commons Network^™

Characterizing The Role Of Hydraulic Retention Time On Nitrate Removal Indices In Denitrifying Bioreactors By Nonlinear Models, Yuchuan Fan, Jie Zhuang, Michael Essington, Xi Zhang, Guanghui Hua, Jehangir Bhadha, Shaopan Xia, Xuanyu Lu, Jaehoon Lee

Faculty Publications

Denitrifying bioreactors (DNBRs) are a sustainable and cost-effective practice commonly used at the edge of fields to reduce nitrate from agricultural runoff. The hydraulic retention time (HRT) is a crucial variable that affects nitrate removal rate (NRR, g N m−3 d−1), nitrate removal efficiency (NRE, %), and nitrate concentration reduction per length (Nrd, mg N L−1 m−1). In this study, two nonlinear models, the developed Michaelis-Menten (MM) model and the Mitscherlich (MT) model, were developed to characterize the relationship between nitrate removal indices (NRR, NRE, and Nrd) and HRT. This study first utilizes nonlinear models to quantitatively understand the relationship …

Low Movement, Deep-Learned Sitting Patterns, And Sedentary Behavior In The International Study Of Childhood Obesity, Lifestyle And The Environment (Iscole), Paul R. Hibbing, Jordan A. Carlson, Chelsea Steel, Mikael Anne Greenwood-Hickman, Supun Nakandala, Marta M. Jankowska, John Bellettiere, Jingjing Zou, Andrea Z. Lacroix, Arun Kumar, Peter T. Katzmarzyk, Loki Natarajan

Population and Public Health Science Faculty Publications

Background/Objectives: Sedentary behavior (SB) has both movement and postural components, but most SB research has only assessed low movement, especially in children. The purpose of this study was to compare estimates and health associations of SB when derived from a standard accelerometer cut-point, a novel sitting detection technique (CNN Hip Accelerometer Posture for Children; CHAP-Child), and both combined. Methods: Data were from the International Study of Childhood Obesity, Lifestyle, and the Environment (ISCOLE). Participants were 6103 children (mean ± SD age 10.4 ± 0.56 years) from 12 countries who wore an ActiGraph GT3X+ accelerometer on the right hip for approximately …

Circular-Swat For Deep Learning Based Diagnostic Classification Of Alzheimer's Disease: Application To Metabolome Data, Taeho Jo, Junpyo Kim, Paula Bice, Kevin Huynh, Tingting Wang, Matthias Arnold, Peter J. Meikle, Peter J. Meikle, Corey Giles, Rima Kaddurah-Daouk, Andrew J. Saykin, Kwangsik Nho, Alexandra Kueider-Paisley, P. Murali Doraiswamy, Colette Blach, Arthur Moseley, Will Thompson, Lisa St John-Williams, Siamak Mahmoudiandehkhordi, Jessica Tenenbaum, Kathleen Welsh-Balmer, Brenda Plassman, Shannon L. Risacher, Gabi Kastenmüller, Xianlin Han, Rebecca Baillie, Rob Knight, Pieter Dorrestein, James Brewer, Emeran Mayer, Jennifer Labus, Pierre Baldi, Arpana Gupta, Oliver Fiehn

Clinical Research Faculty Publications

Background: Deep learning has shown potential in various scientific domains but faces challenges when applied to complex, high-dimensional multi-omics data. Alzheimer's Disease (AD) is a neurodegenerative disorder that lacks targeted therapeutic options. This study introduces the Circular-Sliding Window Association Test (c-SWAT) to improve the classification accuracy in predicting AD using serum-based metabolomics data, specifically lipidomics. Methods: The c-SWAT methodology builds upon the existing Sliding Window Association Test (SWAT) and utilizes a three-step approach: feature correlation analysis, feature selection, and classification. Data from 997 participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) served as the basis for model training and validation. …

Widespread Sympatry In A Species-Rich Clade Of Marine Fishes (Carangoidei), Jessica R. Glass, Richard C. Harrington, Peter F. Cowman, Brant C. Faircloth, Thomas J. Near

Faculty Publications

A universal paradigm describing patterns of speciation across the tree of life has been debated for decades. In marine organisms, inferring patterns of speciation using contemporary and historical patterns of biogeography is challenging due to the deficiency of species-level phylogenies and information on species' distributions, as well as conflicting relationships between species' dispersal, range size and co-occurrence. Most research on global patterns of marine fish speciation and biogeography has focused on coral reef or pelagic species. Carangoidei is an ecologically important clade of marine fishes that use coral reef and pelagic environments. We used sequence capture of 1314 ultraconserved elements …

Influences Of Yogurt With Functional Ingredients From Various Sources That Help Treat Leaky Gut On Intestinal Barrier Dysfunction In Caco-2 Cells, Ricardo S. Aleman, Ryan Page, Roberto Cedillos, Ismael Montero-Fernández, Jhunior Abraham Marcia Fuentes, Douglas W. Olson, Kayanush Aryana

Faculty Publications

The impact of yogurts made with starter culture bacteria (L. bulgaricus and S. thermophilus) and supplemented with ingredients (maitake mushrooms, quercetin, L-glutamine, slippery elm bark, licorice root, N-acetyl-D-glucosamine, zinc orotate, and marshmallow root) that can help treat leaky gut were investigated using the Caco-2 cell monolayer as a measure of intestinal barrier dysfunction. Milk from the same source was equally dispersed into nine pails, and the eight ingredients were randomly allocated to the eight pails. The control had no ingredients. The Caco-2 cells were treated with isoflavone genistein (negative control) and growth media (positive control). Inflammation was stimulated using an …

Comparison Of Rheological Methods To Measure Grease Degradation, Alan Gurt, Michael Khonsari

Faculty Publications

In a previous paper, methods that have been used to quantify grease mechanical degradation were compared, finding that crossover stress is a practical method for estimating the cone penetration value of a grease using a small sample. This paper covers techniques that have not generally been applied to modeling grease degradation and indicates their usefulness in characterizing the state of a grease. Three methods are examined, each using a different flow profile: rotation, oscillation, and normal force/extension. It is found that crossover stress is likely still the best choice for estimating cone penetration, and a fast, practical method is introduced …

A Descriptive Study Of Louisiana 4-H 8th Through 12th Graders' Perceptions Of Career And College Readiness, Carrie M. Lane

LSU Master's Theses

As youth leave primary education and enter college or a career path, preparing those youth to ensure success has fallen, in large part, upon formal and non-formal youth educators. Encouraging students to apply and complete college has been a focus of education professionals for many years. Historically, gauging college and career readiness (CCR), academic institutions have relied on academic performance in areas of English Language Arts and Mathematics (Mattern, et. al, 2014). The use of academic focused measures instead of student-based evaluation had its drawbacks. While core education is important, measuring soft skills needed for the workforce and college environment …

Integrating The Concept Of Complete Streets Into Pavement Preservation, Sirisha Gangireddy

LSU Master's Theses

This study is motivated by the evident gap in integrating Complete Streets principles into pavement preservation. Complete Streets opportunities, which aim to accommodate all road users, are typically encouraged in all kinds of projects including new construction, reconstruction, preservation, and rehabilitation. While the concept of Complete Streets is understood in terms of new construction (e.g., building sidewalks), its application through pavement preservation programs is not well-developed. To bridge the gap between the Complete Streets and pavement preservation, this study conducted a comprehensive review on how state Department of Transportation (DOTs) are currently incorporating Complete Streets into pavement preservation and identified …

Applications Of Cone Penetration Testing In Organic Soils In Coastal Louisiana, Hanssel Omar Ulloa

LSU Doctoral Dissertations

Piezocone Penetration Tests (CPTu) are widely used in engineering practice. Because of its wide application among engineering companies, and government agencies such as Louisiana Coastal Protection and Restoration Authority (CPRA) and United States Army Corps of Engineers (USACE) for geotechnical investigations encompassing all types of projects, there is an enormous database comprising CPTu derived and soil boring parameters. Both datasets are used in conjunction to derive geotechnical properties and are often co-located (within 150 m), which enables comparison between CPTu and soil boring parameters. Furthermore, with the advance of machine learning methods in geotechnical engineering, the capacity to understand the …

An Investigation Into The Challenges Of Contemporary Additive Manufacturing: Insights Into The Metallurgical Response Of Materials And Relevant Solution, Huan Ding

LSU Doctoral Dissertations

Additive Manufacturing (AM) has gained attention in recent years due to its unique capabilities in the fabrication of complex parts. As with any new research, there is still a lack of sufficient understanding in the field of additive manufacturing, and further investigation is needed to solve existing problems. Ultimately, the aim is to enable the widespread use of AM components across various industries.

Chapter One provides a brief introduction to the background and current bottlenecks of additive manufacturing technology. Chapter two focuses on the development of high-strength 7075 aluminum alloy (Al7075) for Fused Deposition Modeling and Sintering (FDMS) technology. Al7075 …

Electrophertic Deposition And Characterization Of Molybdenum Disulfide On Silicon Substrates, Alex J. Young

LSU Doctoral Dissertations

The electrical characteristics of 2D materials such as high electron mobility and current density are of great interest to various fields from optoelectronics to renewable energy. Researchers have focused their efforts on transition metal dichalcogenides (TMDCs) due to their direct energy band gap. One such TMDC that has garnered much attention is molybdenum disulfide (MoS2). MoS2 has electrical properties comparable to graphene and is a TMDC with characteristics amenable to applications such as solar cells and sensors. Commonly deposited through time-consuming and complex deposition methods such as chemical vapor deposition (CVD), the viability of MoS2 as an electronic material will …

Understanding And Modeling Drivers’ En-Route Diversion Behavior During Congestion, Mohammad Shapouri

LSU Doctoral Dissertations

In the field of transportation, traffic assignment models primarily have been used to forecast driver route preferences, translating their choices into traffic flow patterns across networks. These models are grounded in distinct behavioral theories and strive to explain how drivers navigate routes based on network features and personal tendencies. Using an aggregation approach, conventional traffic assignment models distribute demand among paths, considering utility and attractiveness. Despite their prevalent use in transportation planning and operations, the fundamental behavioral assumptions of these models have rarely been thoroughly explored. This gap is further compounded by their limited consideration of real-time adjustments and choices …

Effects Of Fertigation Versus Palletized Fertilizer On Height And Caliper Growth In Oaks, Zachary M. Davis

LSU Master's Theses

The Covid-19 pandemic and ensuing lockdowns led to an increase in revenue and production for green industry products in early 2020. In Study 1. an evaluation of fertigation (liquid feed, quick release) and controlled release fertilizers (CRFs, slow release) were applied to container-grown (7 gallon) live oak (Quercus virginiana) and Nutall oak (Quercus nuttallii) trees (100% Liquid feed, 0% CRF, 67% Liquid feed, 33% CRF, 33% Liquid feed, 67% CRF, 100% Liquid feed, 0% CRF). Live oak trees fertilized with CRFs had increased stem calipers (>30%). Nuttall stem caliper and height were significantly increased by …

A Mixed Methods Study: The Experiences Of Community College Students With Open Educational Resources (Oers) In Biology Courses, Adronisha T. Frazier

LSU Doctoral Dissertations

Purpose: The purpose of this dissertation study was to explore community college students’ experiences with open educational resources (OERs). These students were enrolled in biology courses during Spring 2020, Fall 2020, and Spring 2021 at a community college in Southeastern Louisiana. Methodology: This study followed a mixed-methods research design to collect and analyze data about student experiences with OERs through a critical realist and neo-positivistic lens and the Technology Affordances Constraint Theory (TACT). Students completed a survey that assessed their satisfaction with OERs. The survey included demographic questions, Likert-scale items, and a qualitative item. An interview protocol was created using …

The Influence Of Objective Self-Awareness And Select Demographics On Team Psychological Safety Among State Employees In Louisiana, Marcus Sylvas

LSU Doctoral Dissertations

The primary purpose of this study is to determine the influence of objective self-awareness and selected demographic characteristics on the perceived psychological safety of Louisiana Department of Transportation and Development (LADOTD) employees. The target population for this study was LADOTD employees. The experimentally accessible population consisted of employees who have taken one of the required leadership courses within the last three years. A total of 219 employees participated in the study and 194 provided usable responses.

This study used a researcher-designed instrument. The instrument consisted of sections from in the literature. The final instrument consisted of 25 statements and was …

Work Hard For The Money: Performance-Based Funding In The State Of Louisiana, Victoria C. Lloyd

LSU Doctoral Dissertations

The purpose of this study is to examine in what ways, if any, the introduction of the equity incentive portion of Louisiana’s performance-based funding model impacted the underserved student groups it was designed to support. I employed a quantitative quasi-experimental design for this study by running three outcome variables (Adult Learner Enrollment, First-Time Enrollment for Racially Minoritized Students, and Low-Income Student Enrollment) by sector (two- and four-year public institutions) and employing a differences-in-differences regression with panel data. In my analysis I uncovered two main findings: 1) Louisiana’s equity incentive is showing early signs of success for all three underserved groups …

Design, Synthesis And Post Functionalization Of Bodipy Dyes For Use As Chemo Sensors., Caroline Njeri Ndung'u

LSU Doctoral Dissertations

An overview of BODIPYs history, basic structure, electronic properties is described. Additionally, their attribute of tenability in their photophysical and electronic properties has been discussed. Lastly, their application in the biomedical field as bio imaging, labeling, chemo sensors and photosensitizers are also discussed. In Chapter 2, a library of meso- Pyridyl and meso pyridinium BODIPY dyes was designed, synthesis and comparison on their photophysical, electrochemical and cytotoxic studies done. From this study chlorine atoms at the 2, 6 positions was shown to enhance their relative fluorescence quantum yields in different organic solvents and water. In chapter 3, 8(meso)-pyridyl-BODIPYs with a …

A Comparative Analysis Of Models Of Cybersecurity In Louisiana Public School Systems, Bonnie B. Chelette

LSU Doctoral Dissertations

K-12 schools in Louisiana face unique cybersecurity challenges due to the state's high poverty rate, resource constraints, infrastructure weaknesses, and vulnerability to natural disasters. Public school systems in Louisiana have been particularly vulnerable to these attacks, with incidents of cyberattacks tripling in 2020 alone. The Louisiana Department of Education (LDOE) has implemented several cybersecurity initiatives, including the Louisiana Cybersecurity Commission and the Louisiana Cybersecurity Information Sharing and Analysis Organization (LaCISO). However, there is limited research on the effectiveness of these initiatives and cybersecurity models in Louisiana public schools. This study aims to address this gap in understanding by conducting a …

Μconadapter: Reinforcement Learning-Based Fast Concurrency Adaptation For Microservices In Cloud, Jianshu Liu, Shungeng Zhang, Qingyang Wang

Faculty Publications

Modern web-facing applications such as e-commerce comprise tens or hundreds of distributed and loosely coupled microservices that promise to facilitate high scalability. While hardware resource scaling approaches [28] have been proposed to address response time fluctuations in critical microservices, little attention has been given to the scaling of soft resources (e.g., threads or database connections), which control hardware resource concurrency. This paper demonstrates that optimal soft resource allocation for critical microservices significantly impacts overall system performance, particularly response time. This suggests the need for fast and intelligent runtime reallocation of soft resources as part of microservices scaling management. We introduce …

Multichannel Low-Cost Sensor For Iaq Monitoring: Implementation And Guidelines, Isaac Ntiamoah

LSU Master's Theses

Indoor air quality (IAQ) is adversely affected by both indoor and outdoor environments, and rental homes occupied by low-income families suffer the most. Poor indoor air can be detrimental to the health of occupants, especially for susceptible populations like those with respiratory diseases such as asthma. Although IAQ monitoring is necessary, it is a challenging, costly, and time-intensive task. Moreover, the protocol for assessing IAQ in residential settings varies, and additional research is needed to establish a standard operating procedure that incorporates new monitoring technologies, such as low-cost air sensors. However, there is a dearth of comprehensive, evidence-based protocols for …

Probing The Consequences Of Irreversibly Trapping Iron In Bacterioferritin Using Chemical And Genetic Approaches--An Omics Study, Leo S. Fontenot Jr.

LSU Doctoral Dissertations

Antibiotic resistant bacteria pose one of the most urgent threats to public health. Pseudomonas aeruginosa is a multi-drug resistant bacterium for which new antibiotics are urgently needed. My research is focused on understanding and validating iron metabolism as a target for antibiotic development by analyzing the metabolic profiles of iron-starved P. aeruginosa cells caused by irreversibly trapping iron in bacterioferritin. Iron is an essential nutrient for bacteria; however, the reactivity of the Fe²⁺ ion and insolubility of the Fe³⁺ ion present significant challenges to bacterial cells. Iron storage proteins oxidize Fe²⁺ using O₂ and H_{2 …}

Productivity Of Wood Ducks, Black-Bellied Whistling-Ducks, And Hooded Mergansers Using Nest Boxes In Louisiana, Dylan L. Bakner

LSU Doctoral Dissertations

Resident female wood ducks (Aix sponsa) in the southeastern United States are managed through nest box programs, with the goal of enhancing local hunting opportunities. Historically, hooded mergansers (Lophodytes cucullatus) were the only other cavity-nesting waterfowl species in the southeastern United States known to use these nest boxes. However, the recent northward range expansion of black-bellied whistling-ducks (Dendrocygna autumnalis) has extended into the range of wood ducks and mergansers. All three species are brood parasites, potentially using one another as hosts for their parasitic eggs and impacting their reproductive output. My research evaluated the …

Machine Learning-Based Tool To Predict The Retroreflectivity Of Pavement Markings Throughout The U.S., Ipshit I. Idris

LSU Doctoral Dissertations

Retroreflectivity plays a crucial role in pavement markings as it enhances nighttime visibility for drivers. Yet, due to budget constraints, many U.S state agencies rarely monitor retroreflectivity of their markings, and instead, restripe markings based on visual inspection or fixed schedule. Addressing this, Federal Highway Administration (FHWA) introduced a new final rule, effective September 6, 2022, that established a new minimum standard for pavement marking retroreflectivity. This rule requires state agencies to implement a method within four years for maintaining pavement marking retroreflectivity at or above minimum levels. The ultimate objective of this study was to assist state agencies comply …

Quality Control For Net Zero Energy Modular (Nzem) Homes And In-Factory Solar Plus Storage (Sps) System, Min Bahadur Pun Kayat

LSU Master's Theses

A Net Zero Energy Modular (NZEM) home provides an opportunity to achieve the quality and cost savings benefits of modular construction of zero energy homes. Compared to traditional code-built homes, the NZEM home has a better insulation system, leakage-proof envelope system, energy efficient lights and appliances, high-performance windows, and solar plus storage (SPS) system. The onsite construction industry is scrutinized for its poor productivity and quality standards compared to other sectors. In NZEM construction, the factory environment removes issues that can arise during onsite construction, including weather delays and material damage, leading to higher production costs. Most factories currently use …

The Effects Of Disruption Type, Trip Purpose, Gender, And Age On Driver Diversion Willingness In The United States Of America, James D. Fuller

LSU Master's Theses

When drivers encounter traffic congestion, one of the most common ways to avoid excessive delays is to divert to an alternate route. Despite the commonplace nature of such routing decisions, relatively little is known about the specific influencers, motivators, and preferences that affect diversion choices under disrupted conditions. Understanding these driver motivations is important for improving the ability of transportation authorities to plan, design, operate, and maintain transportation networks. The research described in this thesis utilizes a driver survey to investigate the situational factors and personal characteristics that may play a significant role in determining a decision to divert or …

The Effects Of Amira Learning On Literacy Development In Early Childhood Education, Caroline C. Tolentino

LSU Doctoral Dissertations

The aim of the present study was to investigate the effects of an Artificial Intelligence software, Amira Learning, on literacy development in early childhood education. Specifically, the research investigated the impact of Amira Learning software usage, the feedback it provided, and teachers' perspectives on its alignment with the Science of Reading. The study employed quantitative analyses of oral reading fluency outcomes and compared the pretest and posttest scores of the students after the 6-week usage of the software.

Augmenting External Surface Pressures’ Predictions On Isolated Low-Rise Buildings Using Cfd Simulations, Md Faiaz Khaled, Aly Mousaad Aly

Faculty Publications

The aim of this paper is to enhance the accuracy of predicting time-averaged external surface pressures on low-rise buildings by utilizing Computational Fluid Dynamics (CFD) simulations. To achieve this, benchmark studies of the Silsoe cube and the Texas Tech University (TTU) experimental building are employed for comparison with simulation results. The paper is structured into three main sections. In the initial part, an appropriate domain size is selected based on the precision of mean pressure coefficients on the windward face of the cube, utilizing Reynolds Averaged Navier-Stokes (RANS) turbulence models. Subsequently, recommendations regarding the optimal computational domain size for an …

Quantifying The Effect Of Covid-19 On Port Congestion, Corey R. Mayeux

LSU Master's Theses

The Covid-19 pandemic caused unprecedented disruptions in global supply chains and port operations, leading to congestion, delays, and container shortages. Governments implemented containment measures, affecting social behavior and economic activity. Ports faced significant challenges due to shifts in demand, labor shortages, and supply chain bottlenecks. E-commerce surge and other disruptions intensified pressures on ports. The pandemic's impact exacerbated challenges for ports and supply chains, and triggered inflationary pressures. This research aims to investigate the impact of Covid-19 on port congestion and the global supply chain at the Port of Long Beach, Port of New York and New Jersey, Port of …

Structural And Functional Characterizations Of The Two Mini-Ferritins In Pseudomonas Aeruginosa Revealed The Coexistence Of A Classic Dps (Pa0962) And A Dps-Like (Pa4880) Protein, Rajapaksha Pathirannahalage Nimesha Hansani Rajapaksha

LSU Doctoral Dissertations

In the P. aeruginosa genome, gene PA0962 codes for a probable DNA-binding protein from starved cells (Pa Dps). Pa Dps is assembled from 12 monomers, each consisting of a four-helix bundle fold typical of Dps proteins. A subunit dimer of Pa Dps harbors two ferroxidase centers. Assembly of a dodecameric structure of Pa Dps is favored by the presence of divalent metal ions and at pH 6.0 in the absence or presence of divalent cations. Pa Dps is unable to form the large DNA-protein complexes typical of many Dps proteins. Instead, Pa Dps acts on plasmid DNA to form relaxed …

Structural Health Monitoring And Repair Of Welded Thermoplastic Composite Joints Using Embedded Multifunctional Films, Wencai Li

LSU Doctoral Dissertations

Thermoplastic composites (TPCs) have gained widespread use, particularly in large or integrated structural components, necessitating effective joining techniques. Fusion bonding (welding) has emerged as a suitable method for TPCs due to their ability to be reshaped through heating and cooling, eliminating the need for mechanical fasteners, long curing times, and extensive surface preparation. Among the welding techniques, ultrasonic welding (USW) stands out for its fast-cycling time and potential for automating large-scale structures, thereby reducing energy consumption. However, limited industrial applications of USW in this context require further knowledge to instill confidence in the process. Moreover, composite structures are susceptible to …