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Influence Of Age At Harvest And Packaging Conditions On Color Stability Of Bovine Psoas Major Muscle, Xiao Lu, Xin Luo, Sulaiman K. Matarneh Jun 2025

Influence Of Age At Harvest And Packaging Conditions On Color Stability Of Bovine Psoas Major Muscle, Xiao Lu, Xin Luo, Sulaiman K. Matarneh

Nutrition, Dietetics, and Food Science Student Research

This study investigated the effect of cattle age on the color stability of Psoas major steaks under different packaging conditions, including polyvinyl chloride (PVC) film packaging, high-oxygen-modified atmosphere packaging (HiOx-MAP), and carbon monoxide modified atmosphere packaging (CO-MAP), over a 14-day storage period. Steaks from old cows had a greater myoglobin content than those from young animals (p < 0.05), resulting in a darker beef color. Regardless of animal age, steaks in PVC and HiOx-MAP exhibited poor color stability during storage, as evidenced by the low color intensity and high surface metmyoglobin (MetMb; p < 0.05). These samples also exhibited a reduced MetMb reducing activity (MRA) and oxygen consumption rate (OCR) and higher 2-thiobarbituric acid reactive substance (TBARS) levels, with these effects being evident in steaks from mature cows. In contrast, steaks stored in CO-MAP had greater redness, MRA, and OCR, along with lower surface MetMb and TBARS levels (p < 0.05), contributing to the limited discoloration of steaks from both age groups. These findings suggest that while both harvest age and packaging affect the shelf stability of bovine steaks, packaging plays a more significant role. CO-MAP proved to be more effective than aerobic packaging and may mitigate age-related differences in color stability.


Ecological Acclimation: A Framework To Integrate Fast And Slow Responses To Climate Change, Michael Stemkovski, Joey R. Bernhardt, Benjamin Wong Blonder, John B. Bradford, Kyra Clark-Wolf, Laura E. Dee, Margaret E. K. Evans, Virginia Iglesias, Loretta C. Johnson, Abigail J. Lynch, Sparkle L. Malone, Booke B. Osborne, Melissa A. Pastore, Michael Paterson, Malin L. Pinsky, Christine R. Rollinson, Oliver Selmoni, Jason J. Venkiteswaran, Anthony P. Walker, Nicole K. Ward, John W. Williams, Claire M. Zarakas, Peter B. Adler Jun 2025

Ecological Acclimation: A Framework To Integrate Fast And Slow Responses To Climate Change, Michael Stemkovski, Joey R. Bernhardt, Benjamin Wong Blonder, John B. Bradford, Kyra Clark-Wolf, Laura E. Dee, Margaret E. K. Evans, Virginia Iglesias, Loretta C. Johnson, Abigail J. Lynch, Sparkle L. Malone, Booke B. Osborne, Melissa A. Pastore, Michael Paterson, Malin L. Pinsky, Christine R. Rollinson, Oliver Selmoni, Jason J. Venkiteswaran, Anthony P. Walker, Nicole K. Ward, John W. Williams, Claire M. Zarakas, Peter B. Adler

Wildland Resources Faculty Publications

1. Ecological responses to climate change occur across vastly different time-scales, from minutes for physiological plasticity to decades or centuries for community turnover and evolutionary adaptation. Accurately predicting the range of ecosystem trajectories will require models that incorporate both fast processes that may keep pace with climate change and slower ones likely to lag behind and generate disequilibrium dynamics. However, the knowledge necessary for this integration is currently fragmented across disciplines.

2. We develop ‘ecological acclimation’ as a unifying framework to emphasize the similarity of dynamics driven by processes operating on dramatically different time-scales and levels of biological organization. The …


Cutthroat Trout In Utah, Hope Northagen, Ethan Gilliam Jun 2025

Cutthroat Trout In Utah, Hope Northagen, Ethan Gilliam

All Current Publications

This fact sheet is intended to inform anglers, aquatic recreationalists, and backyard conservationists interested in learning about a Utah native species, current restoration steps, and how their actions can help professionals restore native cutthroat trout populations.


The Link Between Environmental Change And Invasive Species, Marion Murray, Meg Kast Jun 2025

The Link Between Environmental Change And Invasive Species, Marion Murray, Meg Kast

All Current Publications

Climate change and invasive species represent two pressing environmental challenges facing our planet. Each poses a threat to global biodiversity and ecosystem stability, and together, they amplify the impacts of the other. As global temperatures rise and ecosystems are disrupted, new conditions are created that allow invasive species to spread more easily, establish themselves in new areas, and outcompete native species.


Utah Surface Irrigation Water Optimization Opportunities And Barriers, Matt Yost, Clara Anderson, Burdette Barker, Justin Wyatt Clawson, Kalen Taylor, Michael Pace Jun 2025

Utah Surface Irrigation Water Optimization Opportunities And Barriers, Matt Yost, Clara Anderson, Burdette Barker, Justin Wyatt Clawson, Kalen Taylor, Michael Pace

All Current Publications

Surface irrigation systems are still the predominant system used in some parts of Utah, representing nearly half of the irrigated area in the state and the region. Understanding the barriers to water optimization and opportunities for improvement in surface irrigation systems will help ensure their viability. This article presents the results of a survey of surface irrigators in Utah.


Global Variation Of Mesospheric Gravity Waves Observed By Awe, Yucheng Zhao, Jiarong Zhang, Pierre-Dominique Pautet, Ludger Scherliess, Michael J. Taylor Jun 2025

Global Variation Of Mesospheric Gravity Waves Observed By Awe, Yucheng Zhao, Jiarong Zhang, Pierre-Dominique Pautet, Ludger Scherliess, Michael J. Taylor

Space Dynamics Laboratory Publications

USU Presentation on the Global Variation of Mesospheric Gravity Waves Observed by AWE


Awe Data Status, P.-Dominique Pautet, Anh Phan, Ludger Scherliess, Yucheng Zhao, Jiarong Zhang, Dallin Tucker, Connor Waite, Pedro Sevilla, Russell Kirkham, Harri Latvakoski, Jacob Adams, Keith Paskett Jun 2025

Awe Data Status, P.-Dominique Pautet, Anh Phan, Ludger Scherliess, Yucheng Zhao, Jiarong Zhang, Dallin Tucker, Connor Waite, Pedro Sevilla, Russell Kirkham, Harri Latvakoski, Jacob Adams, Keith Paskett

Space Dynamics Laboratory Publications

SDL Presentation on the AWE data status.


Designing Electric Vehicle Infrastructures And Opportunities To Benefit All Residents, Polly Parkinson, Emma Mecham, Fawn Groves, Ivonne Santiago, Amy Wilson-Lopez Jun 2025

Designing Electric Vehicle Infrastructures And Opportunities To Benefit All Residents, Polly Parkinson, Emma Mecham, Fawn Groves, Ivonne Santiago, Amy Wilson-Lopez

Teacher Education and Leadership Student Research

Countries around the globe have set electric vehicle adoption goals to address environmental and health concerns, but engineering planners and community policy experts cannot separate the socioeconomic factors from transportation needs. This mixed-methods case study indicates that because transportation decisions are inextricably linked to health, work, and housing, EV adoption must also address multifaceted human needs. To avoid the transportation mistakes of the past, it is essential that people in communities are consulted in the adoption process and have opportunities so all may actively benefit from the infrastructures and economic growth caused by electrification. “If you don't know the space …


The Perfect Pairing: Early Stand Dynamics In Conventional Aspen And Mixedwood Forests In Northern Minnesota, Usa, Chelsea C. Semper, John M. Zobel, Sawyer S. Scherer, Michael R. Reinikainen, Matthew B. Russell, Tyler S. Gifford, Marcella A. Windmuller‑Campione Jun 2025

The Perfect Pairing: Early Stand Dynamics In Conventional Aspen And Mixedwood Forests In Northern Minnesota, Usa, Chelsea C. Semper, John M. Zobel, Sawyer S. Scherer, Michael R. Reinikainen, Matthew B. Russell, Tyler S. Gifford, Marcella A. Windmuller‑Campione

Aspen Bibliography

In North America, mixedwood management is being increasingly considered by natural resource managers as an alternative to single species management for a variety of ecological, economic, and cultural reasons. In northern Minnesota, USA, natural resource managers are increasingly using treatments to establish mixedwood forests in aspen (Populus tremuloides Michx, Populus grandientata Michx) dominated ecosystems by planting white spruce (Picea glauca (Moench). However, little quantitative information is known regarding differences between stand structure and composition in conventional aspen and aspen-white spruce during early stand development. To provide greater clarity for managers, we sampled 40 aspen stands across a chronosequence …


Usu Luminescence Lab Project 356: Durango Colorado Glacial And Fluvial Deposit Luminescence Age Results, Tammy M. Rittenour Jun 2025

Usu Luminescence Lab Project 356: Durango Colorado Glacial And Fluvial Deposit Luminescence Age Results, Tammy M. Rittenour

Browse all Datasets

Luminescence dating of outwash terraces and glacial moraines. Project investigated the age of older (Bull Lake?) glacial advance sequences near Durango Colorado. Project was supervised by Dr. Jon Harvey at Fort Lewis College. Research was part of an undergraduate research project conducted by Josh Lingbloom.


Voting And Civic Engagement Among Utah Women: A 2025 Update, Corinne Clarkson, Susan R. Madsen, Kolene Anderson Jun 2025

Voting And Civic Engagement Among Utah Women: A 2025 Update, Corinne Clarkson, Susan R. Madsen, Kolene Anderson

Marketing and Strategy Faculty Publications

In 2016, the Utah Women & Leadership Project (UWLP) released a research snapshot called “Voting and Civic Engagement Among Utah Women.”1 At the time, despite having a strong history of women’s political and civic involvement, Utah had fallen to the bottom of national rankings in terms of women’s political participation.2 In 2019 and 2021, UWLP released updates of this report, which showed some improvement in voter participation rates for both the United States (US) and for Utah women. Since 2016, the level of political participation among women in Utah and the US has grown, and civic engagement—a critical …


Potential Epigenetic Impacts Of Phytochemicals On Ruminant Health And Production: Connecting Lines Of Evidence, Sebastian P. Schreiber, Juan Villalba, Mirella L. Meyer-Ficca Jun 2025

Potential Epigenetic Impacts Of Phytochemicals On Ruminant Health And Production: Connecting Lines Of Evidence, Sebastian P. Schreiber, Juan Villalba, Mirella L. Meyer-Ficca

Wildland Resources Student Research

The once mysterious “dark matter of nutrition”, comprising countless plant derived secondary compounds, also known as phytochemicals, is now understood to have significant and wide-ranging effects on consumers, including myriad health benefits in humans and livestock. The selective consumption of phytochemically rich and diverse plants, in appropriate doses, by ruminants represents an adaptive means of therapeutic and prophylactic self-medication. Due to their chemical structure, phytochemicals have long been recognized as antioxidants. However, the mechanisms that underlie numerous additional phytochemical-based health benefits are generally less understood. These effects (i.e., anti-inflammatory, immunomodulatory, and anticarcinogenic effects) are likely related to epigenetic processes. Evidence …


Just Distribution Of Tree Canopy? A Digital Approach To Tree Equity, Alexandra G. Ponette-González, Matthew Fry, Daniella Hirschfeld, Jeff Rose, Evan Elderbrock Jun 2025

Just Distribution Of Tree Canopy? A Digital Approach To Tree Equity, Alexandra G. Ponette-González, Matthew Fry, Daniella Hirschfeld, Jeff Rose, Evan Elderbrock

Landscape Architecture and Environmental Planning Faculty Publications

Trees in U.S. cities are unevenly and inequitably distributed. To address this challenge, planners increasingly use digital tools to prioritize areas and communities for tree projects. The goal is to achieve tree equity wherein all populations have access to the benefits of urban trees. Here we identify limitations and opportunities in the operationalization of the tree equity concept via digital platforms. We call on planners using digital tools in urban forest planning to (1) incorporate data that capture the heterogeneity of spaces in which urban trees grow, (2) include and support marginalized communities in urban forest planning, and (3) couple …


Expansively Framing Mathematics And Computer Science Teaching With Digital Technology In Elementary Classrooms, Kimberly E. Beck, Jessica F. Shumway, Patrick Ocran, Jody Clarke-Midura, Mimi Recker Jun 2025

Expansively Framing Mathematics And Computer Science Teaching With Digital Technology In Elementary Classrooms, Kimberly E. Beck, Jessica F. Shumway, Patrick Ocran, Jody Clarke-Midura, Mimi Recker

Publications

Expansive Framing (EF) is a theory and an instructional technique to facilitate connections between content and contexts. We employed EF as an approach to create a series of integrated mathematics and computer science (CS) lessons, using digital technology as a tool to leverage shared mathematical and computational ideas. We used deductive theoretical qualitative analysis of transcripts of classroom implementations to investigate how two fifth-grade teachers and one computer lab paraprofessional educator used EF during their teaching and what the EF approach looked like in practice. Findings suggested that educators engaged in EF principles when they were present in curricular materials, …


Roles Of Organic Agriculture For Water Optimization In Arid And Semi-Arid Regions, Shikha Sharma, Matt A. Yost, Jennifer R. Reeve Jun 2025

Roles Of Organic Agriculture For Water Optimization In Arid And Semi-Arid Regions, Shikha Sharma, Matt A. Yost, Jennifer R. Reeve

Plants, Soils and Climate Student Research

Water scarcity is a critical challenge in arid and semi-arid regions, where agricultural water consumption accounts for a significant portion of freshwater use. Conventional agriculture (CA) methods with high reliance on chemical and mechanical inputs often exacerbate this issue through soil degradation and water loss. This review aims to examine how different organic practices, such as mulching, cover cropping, composting, crop rotation, and no-till (NT) in combination with precision technologies, can contribute to water optimization, and it discusses the opportunities and challenges for the adoption and implementation of those practices. Previous findings show that organic agriculture (OA) may outperform CA …


Veterans In Utah: Services, Gaps, And Opportunities, Troy Allan Jun 2025

Veterans In Utah: Services, Gaps, And Opportunities, Troy Allan

All Current Publications

This fact sheet, the first in a series, provides an overview of veteran services in Utah, identifying existing resources, areas of unmet need, and opportunities for strategic investment. It is intended for veterans, policymakers, community leaders, and organizations committed to strengthening the health and well-being of Utah’s veteran community, with particular attention to those aging in rural and underserved areas.


From Picturebooks To Play: Dialogic Pedagogy For Cultivating Agency And Social Awareness In Young Learners, Amanda Deliman Jun 2025

From Picturebooks To Play: Dialogic Pedagogy For Cultivating Agency And Social Awareness In Young Learners, Amanda Deliman

Teacher Education and Leadership Faculty Publications

This study examines how young children engage with picturebooks, discussion, dramatic inquiry, and writing to negotiate diverse perspectives and develop empathy in an early childhood classroom. Grounded in sociocultural and critical literacy theories, the research explores the role of dialogic pedagogy in fostering young learners’ agency and social awareness. Utilizing a qualitative single-case study design, data were collected over a full academic year in a second-grade classroom through video recordings, field notes, interviews, and student artifacts. Thematic analysis revealed that dialogic engagements supported students in developing a shared language about empathy, resolving classroom conflicts, and exploring actionable ways to support …


Morphological And Physiological Responses Of Cymbopogon Citratus And Pennisetum Alopecuroides To Saline Water Irrigation, Haifeng Xing, Asmita Paudel, Julie Hershkowitz, Youping Sun Jun 2025

Morphological And Physiological Responses Of Cymbopogon Citratus And Pennisetum Alopecuroides To Saline Water Irrigation, Haifeng Xing, Asmita Paudel, Julie Hershkowitz, Youping Sun

Plants, Soils, and Climate Faculty Publications

Reclaimed water provides a sustainable and economical alternative for landscape irrigation, but its elevated salinity can negatively impact sensitive plant species. This study evaluated the salinity tolerance of two widely used ornamental grasses, Cymbopogon citratus (lemon grass) and Pennisetum alopecuroides (fountain grass), under three electrical conductivity (EC) levels: 1.2 (control), 5.0, and 10.0 dS·m−1. Visual assessments over 62 days showed that both species maintained an acceptable appearance under saline conditions. C. citratus exhibited no foliar damage, with visual scores above 4.6 even at 10.0 dS·m−1, whereas P. alopecuroides showed slight leaf injury but retained a score …


Geoxo Ocx Prelaunch And On-Orbit Calibration, Alexandra Ocasio, Lauren Aycock, Sandra Collins, Meghan Knudtzon Jun 2025

Geoxo Ocx Prelaunch And On-Orbit Calibration, Alexandra Ocasio, Lauren Aycock, Sandra Collins, Meghan Knudtzon

The Characterization and Radiometric Calibration for Remote Sensing Annual Meeting (CALCON)

BAE will build the Ocean Color (OCX) instrument for NOAA’s next-generation Geostationary Extended Observations (GeoXO) satellite network. The OCX design provides high spatial resolution, moderate spectral resolution, high radiometric sensitivity, and calibration accuracy data at an unprecedented area collection rate to enable significant advances in Ocean Color science. This presentation addresses the OCX prelaunch and on-board calibration approach that will provide hyperspectral measurements with high absolute radiometric accuracy and stability.


Revised Unsteady Drag Force And Its Impact On Particle Dynamics At High Reynolds Numbers, Ahmad Talaei, Timothy J. Garrett Jun 2025

Revised Unsteady Drag Force And Its Impact On Particle Dynamics At High Reynolds Numbers, Ahmad Talaei, Timothy J. Garrett

Physics Student Research

The accurate modeling of particle motion in viscous fluids at high Reynolds numbers remains a fundamental challenge, particularly under unsteady flow conditions where nonlinear effects dominate. This study introduces a revised unsteady drag formulation, extending its applicability beyond previous studies. By integrating classical solutions of the Navier–Stokes equations, the new formulation overcomes the limitations of the Maxey–Riley–Gatignol (MRG) equation, addressing non-physical memory effects associated with Basset drag and extending its applicability to higher Reynolds numbers.

Through experimental comparisons and direct numerical simulations (DNS), the revised equation of motion is compared to the MRG equation, both during steady-state conditions and non-equilibrium …


Influence Of Increasing Fires On Mixed Conifer Stand Dynamics In The U.S. Southwest, Simon D. Baker, Kristen M. Waring, David Auty, Nicholas Wilhelmi Jun 2025

Influence Of Increasing Fires On Mixed Conifer Stand Dynamics In The U.S. Southwest, Simon D. Baker, Kristen M. Waring, David Auty, Nicholas Wilhelmi

Aspen Bibliography

(1) Stand-replacing fires may threaten the continued stability of mixed conifer forests in the U.S. Southwest. Increasing fire frequency and severity have made post-fire forest recovery trajectories uncertain for many coniferous species, potentially leading to long-term shifts in forest structure and composition. (2) The purpose of this study was to examine post-fire stand dynamics over a 10-year period, using a network of permanent plots established prior to wildfire events across Arizona and New Mexico. We assessed changes in over story composition, regeneration, and fuel loading across different fire severities. (3) High severity fire caused near-total over story mortality, with little …


Experiments To Enhance Post-Fire Aspen Seedling Survival And Growth, Larissa L. Yocom, Mark R. Kreider, Owen T. Burney, Tammy Parsons, Ryan T. Choi, Emily K. Liese, Karen E. Mock Jun 2025

Experiments To Enhance Post-Fire Aspen Seedling Survival And Growth, Larissa L. Yocom, Mark R. Kreider, Owen T. Burney, Tammy Parsons, Ryan T. Choi, Emily K. Liese, Karen E. Mock

Aspen Bibliography

Aspen forests provide wildlife, watershed, and aesthetic value, and the potential for reduced fire occurrence, behavior, and severity. There is interest in planting aspen to achieve various management objectives. However, few studies have investigated the optimal conditions for aspen seedlings in the western US. We conducted two experiments to address this knowledge gap. First, we tested the effects of shading structures (i.e., logs) and biochar on the survival and growth of 960 outplanted aspen seedlings in three exclosures in a recent fire footprint. Second, we tested whether experimentally placing logs near 120 naturally-occurring post-fire aspen seedlings affected survival or growth. …


Utah Strawberries: Consumer Preferences For Specialty Labels, Kynda R. Curtis, Makaylie Langford Jun 2025

Utah Strawberries: Consumer Preferences For Specialty Labels, Kynda R. Curtis, Makaylie Langford

All Current Publications

This fact sheet is the second of two discussing the results of a study on consumer preferences and willingness to pay (pricing) for fresh strawberries. This fact sheet highlights how specialty labeling influences consumers’ perceptions and willingness to pay. The study was conducted at Utah State University (USU) in August 2024.The study examines familiarity with production and labeling programs, as well as perceptions of local and organic food.


Transition To Organic: Alfalfa Production In Utah, Earl Creech, Ryan Larsen, Marion Murray, Jennifer R. Reeve, Michele Schahczenski Jun 2025

Transition To Organic: Alfalfa Production In Utah, Earl Creech, Ryan Larsen, Marion Murray, Jennifer R. Reeve, Michele Schahczenski

All Current Publications

Transitioning to organic production may not require drastic operational changes on the part of the producer, as alfalfa production lends itself to more organic practices by default. Producers may decide to transition to certified organic production to capture organic price premiums, access niche market opportunities, reduce the use of synthetic inputs, meet growing consumer demand, enact personal values around environmental stewardship, and support soil and biodiversity conservation. Whatever a grower’s motivation, this fact sheet covers transitioning to organic production through understanding organic production systems, the National Organic Program (NOP) regulations, and crop-specific considerations.


Utah Strawberries: Consumer Consumption And Purchasing Preferences, Makaylie Langford, Kynda R. Curtis Jun 2025

Utah Strawberries: Consumer Consumption And Purchasing Preferences, Makaylie Langford, Kynda R. Curtis

All Current Publications

This fact sheet is the first of two discussing the results of a study on consumer preferences and willingness to pay (pricing) for fresh strawberries. The study was conducted on the Logan, Utah, campus of Utah State University (USU) in August 2024, and participants were recruited via campus emails, flyers, and social media posts targeted at the greater Logan community. A total of 116 study participants completed a sensory taste test of organically, locally, and conventionally grown strawberry samples, followed by a survey that included questions about their demographics, shopping habits, and familiarity with, as well as beliefs about, various …


Utah Farmers Market Consumer Preferences For Local Cut Flowers, Alison Bingham, Kynda R. Curtis, Makaylie Langford Jun 2025

Utah Farmers Market Consumer Preferences For Local Cut Flowers, Alison Bingham, Kynda R. Curtis, Makaylie Langford

All Current Publications

In this fact sheet, we review the results of a 2024 study examining consumer preferences for local cut flowers at Utah farmers markets. Study data were collected in person via Qualtrics at six farmers markets across northern Utah, with 51 total responses. We discuss farmers market consumer purchasing preferences, familiarity with labeling programs, and preferred flower colors and varieties. Additionally, the factors influencing consumer decisions when purchasing cut flowers, as well as the product information they rely on, are discussed. Overall, the information in this fact sheet will assist cut flower growers in making informed decisions regarding production methods and …


What Utahns Can Do To Strengthen Girls & Women: Findings From Community Conversations Across Utah, Corinne Clarkson, Susan R. Madsen Jun 2025

What Utahns Can Do To Strengthen Girls & Women: Findings From Community Conversations Across Utah, Corinne Clarkson, Susan R. Madsen

Marketing and Strategy Faculty Publications

For many people, Utah is a great place to live.1 The state consistently ranks high in national rankings and boasts high volunteerism, affordability, happiness, outdoor recreation, social mobility, and more.2 These top rankings emphasize qualities we can—and should—be pleased with. However, extensive research continues to show that women and girls are not thriving in many critical ways, and that has detrimental effects for Utah families and communities.3 From economic insecurity, limited access to mental healthcare, sexism in the workplace, and unequal representation in all sectors of leadership, Utah women face a myriad of challenges, often without the …


A First Look Into Parental Strategies, And Challenges Around Children’S Device Usage In Urban Nepal, Rizu Paudel, Prakriti Dumaru, Ankit Shrestha, Mahdi Nasrullah Al-Ameen Jun 2025

A First Look Into Parental Strategies, And Challenges Around Children’S Device Usage In Urban Nepal, Rizu Paudel, Prakriti Dumaru, Ankit Shrestha, Mahdi Nasrullah Al-Ameen

Computer Science Student Research

There have been substantial changes in the landscape of technology use by children in Global South during COVID-19, when the shift to online learning platforms necessitated parents to avail personal devices (e.g., smartphones, computers) for their children to fulfill their educational needs. However, the use of devices by children are not limited to serving educational purpose only. Our study positions itself in a critical post-pandemic period in Nepal, characterized by the increase in device use by children, while a little study to date, investigated parental mediation in this developing country. To this end, we conducted semi-structured interviews with 20 parents, …


Mulberry Leaf Disease Detection By Cnn-Vit With Xai Integration, Mohammad Asif Hasan, Fariha Haque, Hasan Sarker, Rafae Abdullah, Tonmoy Roy, Nishat Taaha, Yeasin Arafat, Abdul Karim Patwary, Mominul Ahsan, Julfikar Haider Jun 2025

Mulberry Leaf Disease Detection By Cnn-Vit With Xai Integration, Mohammad Asif Hasan, Fariha Haque, Hasan Sarker, Rafae Abdullah, Tonmoy Roy, Nishat Taaha, Yeasin Arafat, Abdul Karim Patwary, Mominul Ahsan, Julfikar Haider

Instructional Technology and Learning Sciences Faculty Publications

Mulberry leaf disease detection is vital for maintaining the health and productivity of mulberry crops. In this paper, a novel approach was proposed by integrating explainable artificial intelligence (XAI) techniques with a convolutional neural network (CNN) and vision transformer (ViT) for effective mulberry leaf disease classification with three disease classes. Initially, in this proposed CNN-ViT model, features are extracted using a customized CNN architecture, and then the extracted features are fed into ViT for leaf disease classification in a more streamlined approach. The CNN-ViT model achieved promising results with a projection dimension of 64, utilizing 8 heads and 8 transformer …


The Paradox Of Choice: User Preferences And Completion Rates In Single-Session Vs. Multi-Session Digital Mental Health Interventions, Emily M. Bowers, Korena S. Klimczak, Ty B. Aller, Michael E. Levin Jun 2025

The Paradox Of Choice: User Preferences And Completion Rates In Single-Session Vs. Multi-Session Digital Mental Health Interventions, Emily M. Bowers, Korena S. Klimczak, Ty B. Aller, Michael E. Levin

Psychology Faculty Publications

Digital mental health interventions (DMHIs) offer scalable solutions for addressing mental health needs, but low adherence remains a significant challenge. Single session DMHIs may offer a feasible alternative to address this issue, providing an accessible and low-effort option for users. The present study examines whether adding the choice of a single session DMHI in addition to a multi-session DMHI provides a feasible alternative for users who might otherwise disengage. This study examined naturalistic data from 509 university students who registered for a 12-session DMHI, single session DMHI, or both. The majority (58%) chose only the multi-session DMHI, while 24.2% chose …