Social and Behavioral Sciences Commons^™

A Probabilistic Deep Learning Framework For Retrieving Chlorophyll-A From Hyperspectral Imagery: Integrating Channel Attention And Mixture Density Networks, Wenzhao Li, Surendra Maharjan, Rejoice Thomas, Junde Chen, Hesham Morgan, Michael J. Garay, Olga V. Kalashnikova, Shahryar Fazli, Charles Ichoku, Hesham El-Askary

Mathematics, Physics, and Computer Science Faculty Articles and Research

Accurate monitoring of Chlorophyll-a (Chla) is critical for assessing aquatic ecosystem health, yet ecological complexity often leads to ambiguous spectral signatures in satellite data. Traditional deterministic models assume a one-to-one mapping between spectra and pigments, often failing to capture these high-dimensional analytical challenges. In this study, we propose a novel deep learning architecture, the Channel Attention-Mixture Density Network (CA-MDN), to retrieve Chla from the National Aeronautics and Space Administration (NASA) Earth Surface Mineral Dust Source Investigation (EMIT) hyperspectral mission. The CA-MDN integrates an attention mechanism to dynamically select ecologically relevant spectral bands and employs a probabilistic output layer to quantify …

Opioid Use Knowledge And Attitudes Among U.S. Adults, Jadyn E. Knox

Master's Theses

The opioid epidemic remains a public health crisis, with overdose rates continuing to rise. Associations between individuals opioid use and knowledge of and attitudes toward opioid substances and overdoses have been investigated to inform educational interventions. However, many studies utilize college student or adolescent samples, and findings remain inconclusive. An assessment of opioid knowledge and attitudes across broader adult populations is lacking. Concurrently, replication literature in the social sciences is limited, therefore, the present study replicated and expanded upon Williams et al. (2013) and Vyas et al. (2023) studies. Reliability and validity of the Opioid Knowledge scale, Opioid Overdose Knowledge …

Vandiver Crowned Miss Una, Lisa Myers

Documents

Sarah Vandiver crowned Miss UNA 2004.

*Article from The Flor-Ala*

The Crown Affair, The Flor-Ala

Documents

Miss UNA 2001, Bridgett Helms, crowns Miss UNA 2002, Elishaba Graben.

Phil Campbell Native Wins Miss Una, Franklin County Times Staff Reports

Documents

Miss UNA 2003 Jamie Hutcheson.

Lifelong Dream Comes True For Miss Una, Ty West

Documents

Miss UNA 2005 Mallory Wooten has dreamed of participating in the Miss Alabama pageant since she was a little girl-now she gets the chance.

*Article from The TimesDaily*

Helms Captures Crown At Miss Una Pageant Friday, Staff Reports

Documents

Bridgett Helms crowned Miss UNA 2001.

*Source of Article unknown*

Bobo Crowned Miss Una 1997, Jennifer Wright

Documents

Rachel Bobo crowned Miss UNA 1997 by Miss UNA 1996, Laura Parker.

*Article from The Flor-Ala*

Hargett Chosen Miss Alabama First Alternate, Stephen Moore

Documents

Miss UNA 1998 Melanie Hargett chosen as first alternate for Miss Alabama Pageant.

*Article from Red Bay News*

Hutcheson To Compete For Miss Alabama, Patricia Thorpe

Documents

Getting ready to participate in Miss Alabama 2003.

*Article from The Franklin County Times*

Book 'Em, Jim Hannon/Staff

Documents

Miss UNA 1996 Laura Parker reads to children at the Handy Recreation Center.

*Article from The TimesDaily*

Quest For The Crown, Shannon Heupel

Documents

Miss UNA 1998 Melanie Hargett to compete in Miss Alabama Pageant.

*Article from Franklin County Times*

Senior Wins Miss Una 2017, Hannah Zimmer

Documents

Victoria Roose is crowned Miss UNA 2017 by Miss UNA 2016, Jocelyn Barnes.

*Article from The Flor-Ala*

Williams Selected Winner At Una, Robert Palmer

Documents

Kimberly Williams crowned Miss UNA 1999.

*Article from The TimesDaily*

Nix Crowned Miss Una, Andy Hutto/Una Student Photographer

Documents

Miss UNA 2005 Mallory Wooten crowns the new Miss UNA, Nicole Nix.

*Article from The Franklin County Times*

Here They Go...To Miss Alabama..., Franklin County Times

Documents

Miss UNA 2006 Nicole Nix, along with Miss Hamilton and Miss Northern Highlands enjoy a reception to wish them well at the Miss Alabama pageant.

Phil Campbell's Graben Crowned 2002 Miss Una, Franklin County Times

Documents

Miss 2002 Elishaba Graben.

Parker Wears Two Crowns, Ralonda Boddie

Documents

Miss UNA 1996 Laura Parker also was named UNA Homecoming Queen.

*Article from The Flor-Ala*

Retrospective Narrative Analysis Of Perceived Manifestations Of Burnout Among Emergency Physicians Amid Covid-19 Pandemic, Nicole Jauregui

Walden Dissertations and Doctoral Studies

The COVID-19 pandemic has placed stress on healthcare systems globally, with emergency department (ED) physicians experiencing an acute impact due to their frontline role. Burnout, characterized by emotional exhaustion, depersonalization, and a reduced sense of personal accomplishment, has been widely reported by healthcare providers during the pandemic. However, the specific manifestations of burnout among ED physicians remain underexplored, particularly from their own perspectives. This study is grounded in Maslach’s Multidimensional Theory of Burnout and Alan Card’s theory of Avoidable versus Unavoidable Suffering, providing a framework to interpret ED physicians’ experiences and distinguish between the inherent challenges of frontline work and …

Relationship Between Vegetation Greenness (Ndvi) And Land Surface Temperature Across Land Cover Types In Ciwidey Sub-Watershed (1990–2020), Syal Syabila, Kuswantoro Marko, Revi Hernina

Jurnal Geografi Lingkungan Tropik (Journal of Geography of Tropical Environments)

Land cover change significantly influences vegetation greenness and land surface temperature (LST), particularly in upstream watershed regions experiencing rapid development. This study aims to analyze changes in vegetation greenness (NDVI), land surface temperature, and their relationship across different land cover types in the Ciwidey Sub-Watershed, Bandung Regency, during 1990–2020. Landsat 5 TM and Landsat 8 OLI images (Path/Row 122/65) acquired in July 1990, 2005, and 2020 were processed using radiometric correction, supervised classification (Maximum Likelihood), NDVI extraction, and mono-window LST algorithm. Land cover classification accuracy was assessed using confusion matrix analysis. Linear regression was applied to evaluate the relationship between …

Preparando Para Su Edad Y Su Futuro: Latina Mothers’ Perspectives Of Navigating Postsecondary Transition For Autistic Youth, Kristina Rios Dr., Katherine R. Brendli Brown, Genna Kieper, Cynthia Velasquez, Amber Brown Ruiz

Developmental Disabilities Network Journal

Families play a critical role in the education and service provision of Autistic students. However, much of the existing research on family involvement and expectations has centered on families of younger Autistic children and has disproportionately reflected the experiences of White families, even though Latinx families may include individuals of any racial background. Furthermore, while there is growing transition literature focused on families of color, Latinx families—particularly those with Spanish-speaking caregivers—remain underrepresented in studies examining the postsecondary transition. There is a critical need for research that captures Latinx caregivers’ perspectives on navigating the transition process and identifies how educators can …

February 23, 2026 Nagpra And Tribal Relations Committee Meeting Minutes, Bryan Morey

University NAGPRA and Tribal Relations Committee

February 23, 2026 minutes for the WKU NAGPRA and Tribal Relations Committee meeting. Meeting conducted via Zoom.

Library Advisory Council 2024-2025 End Of Academic Year Report, Central Washington University

Library Advisory Council for CWU Libraries

Library Advisory Council

2024-2025

End of Academic Year Report

Table of Contents

Library Advisory Council, 2024-2025 Membership List

Meeting Dates

Attendance Records

LAC Purpose

Summary of LAC Activity

Recommendations for AY 2025-2026

AY 2024-2025 Meeting Agendas

Library Advisory Council Meeting Notes, December 2024

Library Advisory Council Meeting Notes, March 2025

Library Advisory Council Meeting Notes, June 2025

Simulating Cyber-Resilience: The Strategic Role Of The Locked Shields Exercise In Enhancing International Cyber Preparedness, Christopher A. Ramezan, Ludwig Christian Schaupp, Elizabeth A. Vitullo, William J. Walker

Journal of Cybersecurity Education, Research and Practice

As cyberthreats to critical infrastructure remain prevalent, national response mechanisms must evolve beyond the technical domain to incorporate legal, communicative, strategic, and cross-sector coordination. This work explores Locked Shields, an annual exercise conducted by NATO's Cooperative Cyber Defence Centre of Excellence, as a pedagogical and conceptual framework for simulating whole-of-government responses to cyber incidents. Unlike traditional cyber exercises, Locked Shields engages legal advisors, media strategists, and civil-military roles in realistic, scenario-driven simulations that portray the political and operational conditions of a real international-scale cyber crisis. We detail the exercise architecture, contrast with other cyber exercises, and assess its pedagogical and …

Best Friends, Jim Hannon/Staff

Documents

Kicking off National Pet Week with Miss UNA 1985, Alyssa Ashley, and her dog.

Freshman Wins Miss Una Title, Timesdaily

Documents

Bridgette DeLon Smith wins crown.

Cissy Ashley Commended By Alabama Legislature, East Lauderdale News

Documents

Miss UNA 1985 commended by the Alabama Legislature for her outstanding accomplishments.

Kitchens Chosen Miss Una, Itawamba County Times

Documents

Sondra Patrice Kitchens chosen as Miss UNA 1989.

Upper Extremity Return To Sport Functional Testing: A Systematic Review, Marisa Pontillo, Eric Bellm, Patrick Barber, Matthew L. Gauthier, Casey A. Unverzagt, George J. Davies

Physical Therapy Faculty Publications

Background: Upper extremity return to sport (RTS) assessments are not standardized with respect to which metrics to use, if the metrics are appropriate for all populations and levels of competition, and what constitutes good or poor test performance. Subsequently, clinicians may utilize suboptimal metrics to evaluate RTS readiness, or forgo objective criteria altogether. The purpose of this study was to examine the psychometric properties (reliability, agreement/measurement error, hypothesis testing/construct validity, criterion/predictive validity, responsiveness) of upper extremity functional tests used to assess RTS readiness.

Methods: This systematic review followed PRISMA guidelines, with all studies included assessed via the PEDro scale. Literature …

Examining Crime Trajectories At Micro Geographic Locations Across Varied Urban Contexts In The U.S., Xiaoshuang Iris Luo

University Research

Objectives

There is a lack of research for the spatial distribution of crime at micro geographic units across a variety of places. To address the research gap, this study examines crime trajectories over the most recent decade across a wide range of cities in the U.S.

Methods

Using cities of different sizes, developmental stages, and employment levels as the three criteria, official crime data from 12 U.S. cities between 2010 and 2018 are analyzed to examine crime trajectories at the street segment level. Group-based trajectory models are used to determine the distinct longitudinal trajectory profiles of violent crime and property …