Digital Commons Network^™

Machine Learning-Enabled Chemical Ecology For Integrated Pest Management: From Volatiles To Field Applications, Steve B.S. Baleba, Victor O. Omondi, Pascal Aigbedion-Atalor, Emmanuel Peter, Souleymane Diallo, Komi Mensah Agboka

All Peer-Reviewed Publications

Machine learning is transforming chemical ecology by accelerating the discovery and deployment of semiochemical-based tools for precision pest management. These advances are particularly important in the face of climate change, pesticide resistance, and the growing need for sustainable agricultural intensification. This review synthesizes how machine learning can be applied across the semiochemical discovery and implementation pipeline, from chemical signal detection to field deployment and decision support for integrated pest management. We review major machine learning approaches and demonstrate how they extract biologically relevant information from high-dimensional chemical, electrophysiological, behavioral, sensor, and field datasets. These methods accelerate semiochemical discovery, prioritize candidate …

Pseudo-Traveling Waves And Bumps In Quantum And Classical Hierarchical Cellular Neural Networks, Wilson A. Zuniga-Galindo, B. A. Zambrano-Luna, Chayapuntika Indoung

School of Mathematical & Statistical Sciences Faculty Publications

We study the existence of pseudo-traveling waves and bump solutions for two classes of hierarchical cellular neural networks (CNNs) defined over the ring of p-adic integers Zp. The first type is a p-adic CNN described by a reaction-diffusion equation, while the second type is its quantum analog obtained via Wick rotation. The p-adic CNNs are hierarchical versions of the classical Chua-Yang CNNs; these networks have a tree-like hierarchical architecture with infinitely many cells and hidden layers. The states are governed by integro-differential equations on Zp. The p-adic traveling waves behave fundamentally differently from their Archimedean counterparts. A traveling wave restricted …

Selecting Force Plate Tests And Metrics To Complement Physical Preparation Strategies Prior To Commencing Strenuous Military Training Courses, Peter Ladlow, Nicholas J. Ripley, Damjana V. Cabarkapa, Dimitrije Cabarkapa, Dale W. Chapman, Mary Claire Geneau, G. Gregory Haff, Lachlan P. James, Paul Jones, Jason P. Lake, Christopher J. Sole, Anthony Turner, Marina De Vecchis, Natalie Masters, Charles Coussens, Robyn Holton, Russell J. Coppack, Colin Suffield, Paul Comfort

Research outputs 2022 to 2026

Background: The aim of this study was to seek opinion (via an online survey) and gain consensus of which force plate tests and metrics may be considered by military operating/training staff to better screen physical performance characteristics prior to military personnel attending a physically arduous military training course.

Methods: Ten responders with known experience and/or expertise in using force plate technology for the measurement of force production characteristics completed the survey. Responders were asked to select the most important force plate test and metrics to complement a pre-course physical performance battery to assess physical readiness, musculoskeletal injury risk and likelihood …

Understanding Barriers To Systems Change Among Regional Western Australian Food Security Initiative Leaders, Isabelle Chiera, Melissa Stoneham, Jess Doe, Amanda Devine, Stephanie L. Godrich

Research outputs 2022 to 2026

Food security (FS) is a complex, 'wicked' issue involving regular and reliable physical, social, and economic access to food. People living in geographically isolated areas are disproportionately affected by FS challenges and addressing these issues demands a systems-based approach. The Food Community project has implemented an adapted Systemic Innovation Lab (SIL) approach to support FS initiatives operating across rural, regional, and remote Western Australia to enhance their effectiveness. This paper aimed to identify what FS initiative leaders perceive as barriers to delivering their services, in relation to undertaking activities that align with the 36 systems change characteristics embedded within the …

Underfunded And Undervalued: Community-Based Health Promotion Practitioners’ Experiences Of Western Australia’S Prevention Sector, Ruth M. Wallace, Leesa N. Costello, Elizabeth J. Cook

Research outputs 2022 to 2026

Prevention is a central policy focus of contemporary health promotion, offering cost-effective strategies to reduce disease burden and improve population well-being. Despite this, Australia allocates a small proportion of its health budget to prevention, with funding models characterized by short-term cycles and competitive tendering. While the consequences for public health are well documented, the impact on the health promotion workforce remains underexplored. Workforce health and stability are critical for program delivery, ethical practice, continuity of relationships with communities, and the capacity to sustain long-term prevention efforts. This qualitative study examined the experience of 19 community-based health promotion practitioners in Western …

Culturally Safe Nursing: Transformative Learning Experiences Through Critical Reflection Assessment, Lesley Andrew, Michelle Pedlow, Bev Ewens

Research outputs 2022 to 2026

Aim: To explore the transformative learning experiences of postgraduate nursing students engaging in an Aboriginal culture and history module, through an analysis of a critical reflection assessment, in particular the student development of cultural awareness and culturally safe practice.

Background: Despite mandated inclusion of Aboriginal cultural content in Australian nursing curricula, culturally unsafe practices and racism persist. Transformative learning, underpinned by critical reflection, can challenge fixed assumptions and promote cultural awareness and culturally safe care.

Design: A qualitative descriptive study using thematic analysis. Methods: Written critical reflections from 15 consenting postgraduate nursing students who completed the Ngany Kalyakal Katatjiny Boordawan …

Disrupted Trajectories: Covid-19, Transnational Youth Mobility And Unequal Transitions To Adulthood, Simon Chambers, Anita Harris, Loretta Baldassar

Research outputs 2022 to 2026

While the impact of COVID-19 on youth development has been widely studied, less is known about its effects on transnationally mobile young adults. This longitudinal study of Australian outbound and inbound mobility examines how the pandemic disrupted this population's experiences abroad as they navigated transitions to adulthood. It draws on two waves of survey data collected using a convenience sample between July 2020 and September 2022. Our findings reveal that COVID-19 presented significant challenges to young adults living away from home, with disruptions to their future plans, social connections, and well-being. However, these impacts were not uniform. The pandemic magnified …

Forty Years In The Making: Reporting On The Co-Creation Of A National Roadmap For Birthing On Country Services For The Best Start To Life, Res Mccalman, Anneka J. Bowman, Roianne West, Kristie Watego, Jyai Allen, Claire Clack, Sue Kildea, Sue Kruske, Melanie Briggs, Cleone Wellington, Rebecca Coddington, Yu Gao, Isabella Garti, Sascha Kowalenko, Sarah Ireland, Catherine Austin, John D. Boffa, Marah Prior, Kelsie Kahl, Bettina Chaseling, Sarah Khaw, Emily Armstrong, Donna Hartz (Kamilaroi), Yvette Roe (Njikena Jawuru)

Research outputs 2022 to 2026

For over 40 years, First Nations communities in Australia have called for community-controlled birthing and maternal–infant health programs that restore First Nations-led, community-controlled birthing systems grounded in cultural authority and sovereignty. ‘Birthing on Country’ services have demonstrated improved First Nations maternal–infant health outcomes, more babies kept out of the child protection system, and reduced health system costs. Restoration and expansion of Birthing on Country services across regions has been inconsistent, and has lacked support for national implementation. In 2022, a large national gathering (‘Best Start to Life’) was co-hosted in Mparntwe (Alice Springs). The focus was Birthing on Country service …

Killer Whales (Orcinus Orca) In The Indo-Pacific: A Review Of Their Distribution, Population Structure, And Ecology, Paola Lacetera, Paul Tixier, Isabella M. Reeves, Maeva Terrapon, Aaron Barnes, Christophe Guinet, Simon H. Elwen, John Totterdell, Jennah Tucker, Paul Cross, Georgia K. Bisset, John Dickie, John P.Y. Arnould

Research outputs 2022 to 2026

Aim: Killer whales, Orcinus orca, are cosmopolitan top predators showing highly variable ecology and behaviour across populations. In the Indo-Pacific, baseline knowledge in general remains scarce, limiting the assessment of their vulnerability to the accelerated environmental changes, including expanding fisheries this region is undergoing.

Methodology: This review synthesises 170 sources found between 2000–2025 to evaluate the current knowledge on distribution, population structure, and feeding ecology (including depredation) of killer whales in the Indo-Pacific, and to identify priorities for future research and management.

Results: Occurrence was highly variable, from sporadic sightings in most tropical sectors to seasonal and year-round presence at …

Rank, Degrading Treatment, And The Italy-Albania Agreement, Jamal Barnes, Obed Adonteng-Kissi

Research outputs 2022 to 2026

In November 2023, Italy signed a five-year agreement with Albania to transfer asylum seekers intercepted in international waters by Italian vessels to Italian-run detention centres in Albania for asylum processing and deportation. The agreement has been controversial and raises several human rights issues. This article examines these human rights concerns and argues that the agreement is degrading by design. Analysing policy documents, legal cases, speeches, international human rights and refugee law, and philosophical and legal scholarship on the concept of degrading treatment, this article argues that the cumulative effect of subjecting people to unnecessary suffering, discrimination, and dehumanisation creates a …

Acute Hamstring Fatigue In Elite Male Sixes Lacrosse Players Following A Single Competitive Match, Nicholas Joel Ripley, Jack Fahey, Matthew W. Collier, Christopher Bramah

Research outputs 2022 to 2026

Background/Objectives: Decreases in hamstring isometric strength have been observed post-competition, but research has currently focused only on soccer players. Therefore, the purpose of the present study was to observe if acute reductions in isometric hamstring force production in elite male lacrosse players occur post-match.

Methods: Peak isometric force measurements were collected from ten male outfielders from the British Lacrosse squad (24.6 ± 2.3 years, 1.80 ± 0.08 m, 86.3 ± 4.5 kg) using force plates. The 90:90 isometric assessment was conducted before and after a single sixes lacrosse match to observe changes in hamstring force production. Bayesian paired sample’s t-test …

Development And Psychometric Validation Of The Multidimensional Measure Of Purpose In Life Ii (Mmop-Ii), Louis Fang, Alfred Allan, Joanne M. Dickson

Research outputs 2022 to 2026

Purpose in life is a central motivational construct that has a profound influence on wellbeing. However, existing measures lack the breadth and precision needed to accurately capture this complex construct. In the present study, we aimed to develop a new measure rooted in a holistic, systems-based theoretical framework of purpose in life: the 18-item Multidimensional Measure of Purpose in Life II (MMOP-II). In Study 1, our confirmatory factor analyses in a sample of 303 university students (female = 82.5.%, white = 78.5%) supported a strong five-factor higher-order model fit, outperforming the three-factor and unidimensional alternatives. The Study 2 results replicated …

How Conditions Within Immigration Removal Centres In The United Kingdom Affect The Mental Wellbeing Of Detainees: A Scoping Review, Niamh Gallagher, Tristan Price, Matthew Griggs

Peninsula Medical School

BackgroundImmigration Removal Centres (IRCs) are used to detain people for immigration control by the UK government. This scoping review aims to examine the experiences of detainees within UK IRCs, specifically how conditions within them, including the regime, affect their mental wellbeing.MethodsThe Joanna Briggs Institute guideline for scoping reviews was followed. Six bibliographic databases and additional grey literature sources were searched for quantitative and qualitative evidence. Descriptive analyses and quality assessments were conducted.ResultsFifteen research studies and nine pieces of grey literature were included, comprising a total of 1353 participants and 11 IRCs. The majority of data was qualitative in methodology and …

Social Prescribing For People In Vulnerable Situations In Europe: Protocol For A Process Evaluation Of An Rct In Eight Countries, Kerryn Husk, Elizabeth Gilmour, Stephanie Tierney, Debra Westlake, Anuschka Arni, Hendrik Napierala, Farhad Rezvani, Marius Dierks, Wolfram J. Herrmann

Peninsula Medical School

Objective Social prescribing is a pathway that connects individuals to non-clinical services. It supports and addresses social needs, such as those related to loneliness, housing instability and mental health. Social Prescribing Europe (SP-EU), a European Union funded project, seeks to co-create an adaptation of the social prescribing pathway based on the needs of the following target groups: LGBTIQ+ people, refugees and first-generation immigrants, older people living alone. This adapted social prescribing pathway will be tested in a pragmatic randomised controlled trial (RCT) in ten hubs, covering eight countries, across Europe. The aim of this process evaluation is to explore the …

The Influence Of Childhood Experiential History On U.S. Vice President Jd Vance’S Personality, Amelia Brower, Aubrey Immelman

Psychology Faculty Publications

This paper presents the results of a developmental causal analysis of the adult personality of U.S. vice president JD Vance, from the conceptual perspective of personologist Theodore Millon.

Psychodiagnostically relevant data relating to Vance’s personality were collected from biographical sources and media reports and synthesized into a personality profile using the Millon Inventory of Diagnostic Criteria (MIDC), which yields 34 normal and maladaptive personality classifications congruent with DSM-III-R, DSM-IV, and DSM-5-TR.

The findings of the personality assessment were previously reported in a separate paper. Vance’s primary personality patterns were found to be Dominant/controlling and Ambitious/confident, supplemented by …

Vicarious Trauma: The Psychological Impact On Counsellors And Psychotherapists Working With Survivors Of Sexual Abuse., Deborah Down, Alison Bacon

School of Psychology

Background: Vicarious trauma (VT), the psychological distress that occurs from exposure to the trauma of others, is prevalent among therapists, but has not previously been explored in those working specifically with survivors of sexual trauma. This qualitative study explores counsellors‘ and psychotherapists‘ experiences of VT when working with survivors of sexual abuse. Method: Semi-structured interviews uncovered complex emotional and psychological impacts, highlighting how exposure to traumatic sexual abuse narratives can affect counsellors‘ and psychotherapists‘ wellbeing, and professional and personal identity. A reflexive thematic analysis was conducted. Results: Four key themes were identified. (1) The Impact of VT reveals the emotional …

Assessment Of Glycemic Control Among Patients With Type 2 Diabetes Mellitus Attending A Tertiary Diabetes And Endocrinology Center In Sulaymania City/ Iraq, Lina Ali Al-Khafaji, Bahjat Abdulridha Alsaeedy

Muthanna Medical Journal

Introduction: The sociodemographic and clinical factors play a role in type 2 Diabetes Mellitus (T2DM) glycemic control.
Objectives: To assess glycemic control among T2DM patients and its association with sociodemographic and clinical factors.
Materials and methods: A prospective observational study of 210 patients with T2DM at a tertiary diabetes and endocrinology center in Sulaymania city/ Iraq, from April to November 2024. The study involved sociodemographic data, body mass index, blood pressure, and blood tests for HbA1c, fasting blood sugar, total cholesterol, LDL, HDL, triglycerides, blood urea and creatinine. The performed HbA1c tests were compared with baseline results to identify differences, …

Generalizations Of The Dirichlet Problem For Bianalytic Functions, William L. Blair

Math Faculty Publications and Presentations

We prove the Dirichlet problem for second-order iterated Vekua equations, a natural generalization of the Bitsadze equation, is well-posed when the boundary condition is defined as a product of an exponential function and a polynomial on a non-degenerate conic that is not a circumference. Also, we extend this result, as well as other related results for the Dirichlet problem for polyanalytic and generalized analytic functions from the literature, to their analogues for bicomplex differential equations.

Reforming The Mississippi Criminal Code Part V: Justification, Judith J. Johnson

MC Law Review

No abstract provided.

Invoking The Protection Of Pupil Rights Amendment ("Ppra") To Safeguard Student Privacy Rights: My Three-Year Battle To Enforce The Ppra Against An Intractable New Jersey School District, Patricia Montana

MC Law Review

No abstract provided.

Overruling Texas V. Johnson?, Natti Perelman

MC Law Review

No abstract provided.

Investigating The Impact Of Outreach Programmes On Second Level Students In Formal And Informal Computer Science Education In Ireland, Karen Nolan

Doctoral

Computer Science (CS) education at second-level in Ireland has undergone significant development, including the introduction of the Leaving Certificate Computer Science (LCCS). However, the existing literature examined demonstrated that access to and participation in CS education is uneven, resulting in many students having limited exposure CS at second-level before making educational choices. At the same time, students who elect to study LCCS require appropriate support as they engage with programming and other aspects of a relatively new formal curriculum. This thesis investigates the function of school-based CS outreach in helping students at these various phases of their second-level CS education …

Modern Youth Or Moral Decadence: Discourses On South Korea’S “Youth Culture” In Magazines Of The Late 1960s And Early 1970s, Thibaut Diverchy

Asia Pacific Perspectives

The cultural phenomenon known as “youth culture” (ch’ŏngnyŏn munhwa) emerged in South Korean society at the turn of the 1970s. It encompasses Western fashion trends, music genres, leisure and nightlife. Labeled as a foreign and decadent trend by the authorities, this so-called counterculture was the target of repeated crackdowns. It is sometimes perceived as a force of protest or resistance, but it had more ambiguous relations to the regime. Popular entertainment magazines such as the Sunday Seoul or the Chugan Kyŏnghyang helped propagate youth culture and provided resources about new trends to young people, but also kept a certain distance …

Toward Equitable Energy Futures: The Influence Of Digital Government And Financial Development On Clean Energy Justice, Martin Spraggon, Muhammad Hafeez, Sana Ullah, Chanyanan Somthawinpongsai, Zurul Aisya Osman, Sidra Sohail

All Works

Fossil fuel energy is the largest source of carbon emissions and the main driver of climate change and global warming. Therefore, the world is switching towards clean and green energy sources as an alternative to fossil fuel-based energy sources. Nevertheless, the equitable distribution of clean energy resources in urban and rural areas among every segment of society has become a concern for policymakers. Thus, urban-rural clean energy justice is an investigation topic that needs our attention. In this analysis, our main focus is on investigating the influence of financial development and digital government on clean energy justice using an advanced …

The Role Of Mxene In The Process Of Sintering Hpcs To Ceramic, Jianyu Dai, Congjie Wei, Jeremy Watts, Chenglin Wu

Materials Science and Engineering Faculty Research & Creative Works

This work presents a detailed investigation of the pyrolysis and sintering processes of hydridopolycarbosilane (HPCS) polymers, focusing on the formation of β-silicon carbide (β-SiC) and the influence of Ti₃C₂–Ox in this process. Due to the computational limitations of density functional theory (DFT), molecular dynamics methods with appropriate potentials are necessary for simulating large-scale systems, however, the available potentials are limited when the modeling process evolves relatively more element types or complex chemical-mechanical processes are studied. In this work, a machine learning based MACE (Multi-body ACE) model is adopted and trained to accurately capture the polymer's transformation …

Benchmarking Zero-Shot Open-Vocabulary And Fine-Tuned Object Detectors For Underground Mine Personnel Detection, Ellen Essien, Samuel Frimpong

Mining Engineering Faculty Research & Creative Works

Reliable personnel detection is critical for the safe deployment of autonomous haulage systems in underground mining, where challenging environmental conditions demand robust real-time perception. Existing research has focused primarily on fine-tuned convolutional detectors, while systematic comparisons with zero-shot vision-language models remain limited. This study presents a cross-paradigm benchmark comparing four zero-shot vision-language models (YOLO-World, Grounding DINO, OWL-ViT, and OWLv2) with four fine-tuned YOLO detectors (YOLOv8s, YOLOv9s, YOLO11s, and YOLO26s) using 31,396 real-world underground coal mine images. Detection performance was evaluated using precision, recall, F1-score, average precision, inference speed, and condition- and target scale-specific recall. The experimental results show that the …

Automated Haulage Trucks: Impact On Workplace Safety And Efficiency In Surface Mining Systems, Samuel Frimpong, Mabel Obosu

Mining Engineering Faculty Research & Creative Works

The mining industry continues to face significant safety challenges, particularly with powered haulage equipment (PHE). PHE incidents account for a substantial percentage of mining-related fatalities, often resulting from vehicle collisions, equipment rollovers, operator errors, and blind-spot hazards. Despite the industry's efforts to improve safety protocols, fatal accidents involving haulage trucks remain persistent. The mining industry has increasingly adopted automation to enhance operational efficiency and improve safety, particularly in surface mines where haulage truck accidents remain a critical concern. Automation has significantly reduced human exposure to hazardous tasks by removing operators from dangerous environments, thereby mitigating risks associated with human error …

Geometric And Operational Design Principles For Autonomous Haulage Systems In Open-Pit Mining: A Systematic Review, Justina Senam Lotsu, Samuel Frimpong, Muhammad Azeem Raza

Mining Engineering Faculty Research & Creative Works

The rapid deployment of autonomous haulage systems (AHSs) in open-pit mining has significantly altered haul road geometric design requirements, as autonomous trucks operate under strict kinematic constraints related to turning radius, gradient, and braking performance. Since haulage accounts for 50–60% of total mining costs, optimizing haul road geometry is critical for improving operational efficiency, energy consumption, and safety. This study presents a systematic review of 50 highly relevant studies selected from 81 candidate publications published between 2003 and 2025 through structured database searches and citation chaining. The review synthesizes current developments in haul road layout optimization, turning radius accommodation, gradient …

Sea-Level Rise And Regional Economic Adjustment On The U.S. Gulf Coast, Md A M Hasif, Juhee Lee, Robin A. Choudhury

School of Earth, Environmental, & Marine Sciences Faculty Publications

Sea-level rise (SLR) poses escalating risks to the U.S. Gulf Coast, where critical industries, infrastructure, and populations are concentrated in low-lying areas. This study estimates the short- and long-run economic effects of SLR using a panel autoregressive distributed lag-pooled mean group framework applied to county-level data from 26 coastal counties across five Gulf Coast states from 2005 to 2021. Over this period, mean sea level increased by approximately 11 cm on average across counties, with cumulative changes ranging from about 4 cm to over 24 cm and substantial cross-county variation, providing a meaningful empirical setting for identifying economic adjustment. We …

Re: Butte Priority Soils Operable Unit (Bpsou) Final Bpsou Unreclaimed Sites Anderson Shaft Remedial Action Work Plan (Rawp) Request For Change Ur-2026-Ra-01, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.