Digital Commons Network^™

Deep Learning In Precision Agriculture: A Systematic Review Of Methods, Datasets, And Applications, Mariam Ahmed

Sustainable Machine Intelligence Journal

With the growing demand for food and water for the world population. Deep learning is one of the most powerful approaches for smart agriculture, offering the capacity for accurate and fast data manipulation and decision-making. To this end, this study contributes to the body of knowledge as follows. We present a comprehensive review of deep learning methods commonly applied in precision agriculture, categorized into three main categories: discriminative, generative, and hybrid models. Given the data-driven nature of DL, we provided a structured overview and tabulation of available datasets in precision agriculture, by categorizing them according to modality to guide dataset …

Vigilante Violence, The Rise Of The New Right, And The Persistence Of The Texas Farmworkers, 1975–1980, Brent M. S. Campney, Tim Bowman

History Faculty Publications

This study charts the ineffective vigilante violence perpetrated by growers in the Rio Grande Valley of Texas to suppress farmworker activism from the mid-to-late 1970s and their abrupt shift in tactics with a 1980 strike in Hereford, Texas, toward the adoption of strictly nonviolent and tediously legalistic new methods associated with the neoconservative backlash. It does so in two major sections. In the first, grower violence is chronicled in detail that underscores both its rage and ineffectiveness. The second section shows how the New Right usurped the longstanding usage of physical violence against ethnic Mexicans in Texas, prompting conservatives to …

Securing U.S. Leadership In Agentic Ai Literacy And Adoption: U.S. Vs Chinese Government Policies And Initiatives, Satyadhar Joshi

Harrisburg University Other Works

This paper conducts a comparative analysis of U.S. and Chinese frameworks for AI literacy and adoption, with focus on agentic AI and Artificial General Intelligence (AGI) systems capable of autonomous reasoning and execution. We examine national policies, educational integration, governance structures, and technological roadmaps, employing both qualitative review and quantitative modeling. Mathematical formulations include multi-dimensional literacy scoring, Bass diffusion models for adoption dynamics, risk assessment functions, regulatory effectiveness indices, competitiveness metrics, and optimization frameworks for resource allocation. Our analysis reveals divergent paradigms: the U.S. Favors decentralized, innovation-driven approaches with emphasis on interoperability and public-private collaboration; while China pursues centralized, state-led …

Where The Government Steps Back, Business And Philanthropy Can Step Forward Together, Emily Brenner, Tory Martin, Anneliese Orr

Research, Reports, and Publications

No abstract provided.

Innovation And Survival: The Charitable Sector Is Looking For New Ways To Work, Jeff Williams

Research, Reports, and Publications

No abstract provided.

Employee Well-Being At Risk During Times Of Hyper Disruption, Jill Roof, Anneliese Orr, Mandy Sharp Eizinger

Research, Reports, and Publications

No abstract provided.

The Impact Of Awareness Of Campus Health Services On Utilization Of Medical Care Among Residential Students At Liberty University, Catherine Pandagade

Masters Theses

College students represent the most prominent group of individuals when considering their lifestyles throughout aging. Therefore, this age group serves as a good opportunity for health education that could build positive health behaviors for life. Existing literature have said that the 18-25 year olds tend to have fewer resources and be often uninsured and have the highest rates of preventable diseases.2 Objective: The aim of this research is to investigate the impact of awareness and its subsequent effect on utilization of available health resources on campus among the student population of Liberty University. Additionally, the purpose of the research through …

Autograft Enlargement After The Ross Procedure In Pediatric Patients: Somatic Growth Or Pathologic Dilatation?, Ioannis Zoupas, Alexander C Mills, Scott D Olson, Damien J Lapar

Faculty, Staff and Student Publications

Purpose of ReviewPulmonary autograft autotransplantation represents a popular surgical approach for pediatric patients requiring aortic valve replacement due to the potential for autograft enlargement to accommodate somatic growth. Nevertheless, autograft dilatation and the subsequent need for reintervention are quite common. Published data suggest that autograft enlargement may result from pathological passive remodeling rather than active somatic growth and vice versa. The present review serves to comprehensively evaluate available evidence related to the fate of the pulmonary autograft after the Ross procedure as it relates to the etiology, risk factors and patterns of autograft failure.ResultsStudies present conflicting results supporting both pathological …

Africa's Global Influence, Faez Al-Haq - Abidemi Salami

Masters Theses

This thesis believes in the design and production of an interactive kids' coloring book on Africa's extensive influence on world cultures, history, economies, and artistic heritage. In a bid to reverse centuries of misrepresentation and large-scale miseducation regarding Africa within early childhood textbooks, this work aims to design an interactive, kid-friendly guide that informs young readers about the central role Africa plays in today's world. Informed by thorough literature review and referencing case studies of successful education and culture intervention, the proposal positions Africa's global reach, spanning from its precolonial trading networks, philosophic structures, diaspora contributions, art heritage, and cultural …

Black Girl Magic Is Real, Bethany M. Duff

Masters Theses

This thesis began with an inquiry into the state of representation of Black women authors within the fantasy fiction genre. The artist statement delves into the development of a fantasy story with a Black young woman protagonist written by a Black woman. The story serves as a vehicle for the author to continue the authorial legacy begun by Black women authors decades before. The critical research paper operates as a literature review of five books within the fantasy fiction genre, written by Black women. It discusses the themes of: the connection between race and the narrative, race and the magic …

Investigating The Reliability And Validity Of The Social Connectedness Instrument Among U.S. Adults, Blake A. Fraser

Doctoral Dissertations and Projects

Growing evidence shows that poor social connectedness is becoming a public health threat, with rising prevalence and connections to poor mental and physical health across the lifespan. Therefore, there is an urgent need to develop feasible and effective social connectedness interventions. There is limited evidence for the effectiveness of current interventions, with studies recommending tailoring the intervention to an individual’s specific social connection needs. However, previous measures of social connectedness provide little information about potentially modifiable contributors of poor connection. Thus, the Social Connectedness Instrument (SCI) was developed to fill in this gap by proposing two novel latent constructs of …

Experiences Of Victim Advocates Serving Military Sexual Assault Victims In The State Of New York: A Phenomenological Study, Neisha Louhar

Doctoral Dissertations and Projects

The purpose of this phenomenological study is to describe victim advocates’ (VAs’) experiences serving victims of sexual assault (SA) in the State of New York. Current researchers emphasize experiences in the areas of professional satisfaction, development of new skills, and work relationships. The theories guiding the current research are Maslow’s hierarchy of needs and social cognitive theory (SCT). Maslow’s hierarchy of needs suggests that individuals are motivated to meet their needs in a specific order. Social cognitive theory’s observational learning shapes decision-making factors. have an important role in supporting victims of SA emotionally. Understanding victims’ experiences can provide awareness of …

Women, Religion, And Education In North Carolina: How The Feminization Theory Applies From The Nineteenth Century To Present Day, Jennifer Lauren Walker

Doctoral Dissertations and Projects

In the state of North Carolina southern traditions run deep. The strong foundation of religion and family have been a constant in this state. However, not everything about this state’s history has been equal or fair, especially in the case of women and education. It would take the Progressive era for the feminization of southern life and culture to work its way into the lifestyle found amongst North Carolina residents. Women across the state would lay witness to the changes that both feminization and religion brought into their lives. Education would be one major factor that played into the equation …

Vietnam Music Education For Professional Careers In The Music Industry, Dylan Bao Nguyen

Doctoral Dissertations and Projects

Vietnam, a country in Southeast Asia, holds a rich cultural heritage and diverse musical traditions that span more than four thousand years. The country began commercializing its music industry around 1997 and expanded it into a significant national sector by 2015. Even with this expansion, Vietnamese music remains largely unfamiliar to global listeners, creating an urgent need for strong music education programs that support the industry’s development. To understand why Vietnamese music struggles to achieve global visibility in the age of globalization, researchers must examine the current conditions of music education and identify the specific factors that limit its international …

The George-Anne Daily, Georgia Southern University

George-Anne Media Group: Newsletters & Magazines

No abstract provided.

Go On Take Everything, Take Everything, I Want You To: Corporate Cash Accumulations, Broken Promises, And The Failure Of The Accumulated Earnings Tax, Meredith R. Conway

Seton Hall Law Review

No abstract provided.

Perceptions Of Stigma Of Pregnant Individuals Experiencing Substance Use Disorder Receiving Prenatal Care At Magdalene Clinic: A Cross-Sectional Study, Hannah F. Mckinnon, Melissa L. Fair, Jody Teel, Courtney Lubaczewski, Alison Kimura, Kimbley Smith, Kacey Eichelberger

Open Access Fund Publications

Background

Substance use disorder (SUD) is highly stigmatized with pregnant individuals experiencing substance-related stigma at greater levels than the general population due to perceived deviance from societal norms. Pregnant individuals experiencing stigma may be more likely to delay or receive inadequate prenatal care. The purpose of this cross-sectional study was to understand self-reported enacted, anticipated, and internalized stigma of pregnant individuals experiencing SUD receiving prenatal care at Magdalene Clinic, a collaborative, trauma-informed OB-GYN clinic.

Methods

The Substance Use Stigma Mechanism Scale was administered to 226 individuals to measure past, present, and anticipated future experiences of substance use related stigma from …

Improving Mathematical Problem-Solving Performance Through The Use Of Reading Comprehension Strategies, Rebecca Yonan

Masters Projects

Research shows that math problem solving relies on more than arithmetic computation. Word problem solving is a combination of text comprehension and word memory. Being able to successfully solve word problems at the elementary level helps prepare students for algebra, and higher academics. Learning to solve word problems teaches students problem solving techniques that can be applied in their adult lives. This project creates an instructional routine where lessons are built around teaching primarily through word problem solving. Students will receive instruction on text comprehension, math vocabulary building, word memory, and arithmetic computation in order to simultaneously increase their math …

Basil Oil As An Environmentally Friendly Corrosion Inhibitor For Aisi 1010 Mild Steel Pipes In The Cooling Towers, Mohammed Ali Kadhim, Nagam Obaid Kariem, Rasha Al-Saedi

Baghdad Science Journal

One of the most significant industrial problems is the corrosion of construction metals such as mild steel in pipes and storage tanks of cooling towers. Several preventive measures are used to minimize corrosion. One of them uses various corrosion inhibitors, some of which are organic and others inorganic. Most inorganic corrosion inhibitors are environmentally unfriendly materials. These inhibitors, mixed with cooling tower water, are discharged into rivers or seawater. Many of them are toxic and affect biological life through their ingestion by humans and animals or through their entry into the soil. Basil plant oil is suggested as a new …

Design Of Nanomaterial-Based Sensors For Enhanced Halogen Bonding, Ben H. Edelman, Charles W. Sheppard, Lucas A. Chuidian, Arielle Vinnikov, Felix Bevc, Lillian B. Hughes, Carol A. Parish, Michael C. Leopold

Chemistry Faculty Publications

Halogen bonding is a highly directional, noncovalent, intermolecular interaction which has been harnessed for a variety of applications, including sensor design. A halogen bond (XB) is formed between a region of positive electrostatic potential on a halogen atom (X) and electron rich portions of target molecules. The strength of XB interactions relies on shorter XB bond distances and more linear R–X···B bond angles, which facilitate stronger, more negative binding energies. While prior studies have sought to maximize interactions, few have explored or experimentally demonstrated how geometries and bond angles can enhance XB interactions. Herein, fundamental studies are conducted at self-assembled …

Examining The Psychological Impact Of Adverse Childhood Traumatic Experiences In Adult Survivors: Creating A Community Of Awareness And Intervention, Lawanda T. Mobbs

Doctoral Dissertations and Projects

Childhood trauma encompasses experiences such as abuse, neglect, and household dysfunction, experiences which have profound and lasting effects on an individual’s development and well-being. These behaviors can manifest in many ways. The intricate interplay between childhood trauma, mental health challenges, and maladaptive behaviors creates a complex clinical picture, often requiring specialized and trauma-informed approaches within the community. Understanding the efficacy of interventions tailored to this population is crucial for improving the quality of life and fostering resilience. Despite extensive research, there remain significant gaps in understanding the full scope of these effects and how to mitigate them. This study investigated …

Cattle Drives To Coal Cars: Norfolk & Western And The New South Industrialization Of Tazewell County, Virginia, 1880-1930, Hannah Beth Hensley

Doctoral Dissertations and Projects

Addressing the impact of the New South gospel of industrialization on Tazewell County, Virginia, this research seeks to examine the county’s shift from a primarily agricultural, barter economy prior to 1880 to one of both industry and agriculture by 1930. It traces Virginia’s early railroads and coal mines, following the creation and collapse of the Atlantic, Mississippi & Ohio Railroad and subsequent birth of the Norfolk & Western Railroad, and details early geographic studies indicating the presence of coal in Southwest Virginia’s mountains. Tazewell County became the gateway to the rich Pocahontas coal fields of West Virginia with the boom …

Evaluating The Central Themes Of The Pentateuch In Apocalypse In Light Of The Pentateuch Author’S Compositional Strategy, Donald Registe

Doctoral Dissertations and Projects

This dissertation presents a theological interpretation of the thematic analogies between the Pentateuch and the book of Revelation, arguing that the central themes of the Pentateuch reach their consummation in John’s Apocalypse. Previous scholarship has not systematically traced these themes within Revelation, nor placed them in their broader canonical context. This study addresses that gap by demonstrating how the eschatological structures of the Pentateuch find their climax in Revelation. The research employs a methodology grounded in primary biblical texts, supported by critical engagement with Old and New Testament scholarship, accepting conclusions only when warranted by evidence. The first three chapters …

Medulloblastoma Stem Cell Programs: Molecular Roadmaps Of Disease Progression, Jamie Zagozewski, Parthiv Haldipur, Kathleen J Millen, Tamra E Werbowetski-Ogilvie

Faculty, Staff and Students Publications

Over the last decade, an unprecedented number of sequencing studies have characterized the molecular landscape of pediatric brain cancers, including the highly heterogeneous tumor medulloblastoma (MB). Extensive MB profiling has enabled a much deeper understanding of the primitive neurodevelopmental programs that are hijacked during tumor progression. However, we have yet to successfully target and fully eradicate the putative stem and early progenitor cells that drive MB tumorigenesis. This goal will require better human models that faithfully recapitulate oncogenic events, a deeper understanding of the mechanisms governing cell fate decisions in the primary and metastatic compartments, and comprehensive validation studies of …

Ulcers And Eosinophils: A Rare Presentation Of Pdgfra-Rearranged Myeloid Neoplasm Responding To Imatinib, Aura Calderon, Shubhank Goyal, Jose J. Loayza Pintado, Brandon Cantazaro, Everardo Cobos

School of Medicine Publications

Myeloid/lymphoid neoplasms with eosinophilia and tyrosine kinase fusions (M/LN-eo-TK) are uncommon but highly treatable disorders. Among them, FIP1L1::PDGFRA–driven disease is distinguished by marked eosinophilia and multisystem involvement that can rapidly reverse with targeted therapy. We describe a 50-year-old man with uncontrolled diabetes who presented with progressive dyspnea, abdominal discomfort, and painful necrotic scrotal ulcers. Laboratory testing revealed leukocytosis with a striking absolute eosinophil count of 22.1 × 10³/µL, while imaging showed pulmonary infiltrates, small-bowel inflammation, and splenomegaly. Bone marrow examination demonstrated hypercellularity with prominent eosinophilic proliferation. Fluorescence in situ hybridization confirmed a PDGFRA rearrangement with CHIC2 deletion, establishing the diagnosis …

The Bg News January 14, 2026, Bowling Green State University

BG News (Student Newspaper)

The BGSU campus student newspaper. January 14, 2026. Volume 105-Issue 13.

Muc13 Is A Crucial Player In Yap1-Β-Catenin Survival Complex Mediated Cancer Metastasis, Shabnam Malik, Mohammed Sikander, Murali Yallapu, Subhash Chauhan

School of Medicine Publications

No abstract provided.

Editorial

Indian Journal of Law and Technology

No abstract provided.

A Case Comment On Cryogas Equipment V. Inox India, Eashan Ghosh

Indian Journal of Law and Technology

Composite claims for copyright and design have long posed conceptual difficulties under Indian law. A pointed attempt by the Supreme Court in Cryogas Equipment v Inox India (‘Cryogas’) to resolve these difficulties, therefore, is of considerable interest.

In this Comment, I examine Cryogas in detail. I find that, despite adopting a schematic approach that is promising on the surface, Cryogas offers little assistance in untangling the constituent portions of copyright-design claims. For one, its test for telling apart artistic works from designs is entirely self-referential and requires a pre-existing understanding of what outputs statutorily constitute ‘artistic works’ and …

The Evidence Machine: Rethinking Admissibility And Privacy In India's Ai Surveillance State, Samyukta Ramaswamy

Indian Journal of Law and Technology

The proliferation of artificial intelligence (‘AI’) surveillance technologies that utilise machine learning (‘ML’) capabilities to gather and process information to derive insights about individuals has transformed the surveillance landscape by enabling governments and private entities to engage in increasingly pervasive monitoring and data-driven profiling. In India, this transformation is compounded by the presence of executive-controlled surveillance mechanisms under the legal framework of the Telecommunications Act 2023, the Telecommunications (Procedures and Safeguards for Lawful Interception of Messages) Rules 2024, and the Digital Personal Data Protection Act 2023, amongst others, which authorises wide-ranging data interception and dragnet surveillance while exempting government agencies …