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2025

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Phylogenetic Insights Into Three Turkish Native Sheep Breeds Through Microsatellite Analysis, Mesut Yildirir, Tülay Canatan, Nezi̇h Ata, Zuhal Gündüz, Emre Alarslan, Yasemi̇n Öner, Onur Yilmaz Jun 2025

Phylogenetic Insights Into Three Turkish Native Sheep Breeds Through Microsatellite Analysis, Mesut Yildirir, Tülay Canatan, Nezi̇h Ata, Zuhal Gündüz, Emre Alarslan, Yasemi̇n Öner, Onur Yilmaz

Turkish Journal of Veterinary & Animal Sciences

Animal genetic resources are recognized as an indispensable component of humanity’s natural heritage and are essential for ensuring environmental sustainability for future generations. The aim of this study was to investigate the genetic diversity, population structure, and presence of genetic bottlenecks in three indigenous Turkish sheep breeds: Dağlıç, Karagül, and Sakız, all of which are conserved as genetic resources in Türkiye. Genomic DNA was extracted from 140 blood samples using the salt precipitation technique. These samples were collected from the Sakız (n = 53), Dağlıç (n = 58), and Karagül (n = 29) breeds, which were reared on 13 farms …


Sunrise At The Salton Sea: Environmental Justice, Land Use Change, And Hydrosocial Dynamics Of Solar Energy Transitions In The Imperial Valley, California, Dustin Mulvaney, James J. A. Blair, Alida Cantor Jun 2025

Sunrise At The Salton Sea: Environmental Justice, Land Use Change, And Hydrosocial Dynamics Of Solar Energy Transitions In The Imperial Valley, California, Dustin Mulvaney, James J. A. Blair, Alida Cantor

Geography Faculty Publications and Presentations

California's Imperial Valley, with lithium-rich geothermal brines, extensive flat agricultural fields with abundant desert sunshine, and access to transmission lines, is a leading case to explore interconnected themes around just energy transitions. Despite being the poorest county in California and one of the smallest, Imperial already provides 15% of the state’s solar electricity, and the region as a whole represents on the order of 25% of the state’s electric power capacity. This paper brings to light frictions over solar energy development that have emerged over the history of solar power development in the southern Salton Sea region. It describes the …


Sunrise At The Salton Sea: Environmental Justice, Land Use Change, And Hydrosocial Dynamics Of Solar Energy Transitions In The Imperial Valley, California, Dustin Mulvaney, James J.A. Blair, Alida Cantor Jun 2025

Sunrise At The Salton Sea: Environmental Justice, Land Use Change, And Hydrosocial Dynamics Of Solar Energy Transitions In The Imperial Valley, California, Dustin Mulvaney, James J.A. Blair, Alida Cantor

Faculty Research, Scholarly, and Creative Activity

California's Imperial Valley, with lithium-rich geothermal brines, extensive flat agricultural fields with abundant desert sunshine, and access to transmission lines, is a leading case to explore interconnected themes around just energy transitions. Despite being the poorest county in California and one of the smallest, Imperial already provides 15% of the state’s solar electricity, and the region as a whole represents on the order of 25% of the state’s electric power capacity. This paper brings to light frictions over solar energy development that have emerged over the history of solar power development in the southern Salton Sea region. It describes the …


Factors Affecting Integration Of The Nurse Practitioner Workforce Into Health Systems: A Delphi Consensus Study, Joshua Porat-Dahlerbruch, Rebecca Clark, Brandon Dutchess, Nancy P. Blumenthal, Moriah E. Ellen Jun 2025

Factors Affecting Integration Of The Nurse Practitioner Workforce Into Health Systems: A Delphi Consensus Study, Joshua Porat-Dahlerbruch, Rebecca Clark, Brandon Dutchess, Nancy P. Blumenthal, Moriah E. Ellen

General Submissions: Clinical Settings Materials

Research has documented the positive impact of the nurse practitioner workforce on patient and system outcomes in multiple countries. Achieving these outcomes relies on successfully integrating the workforce into the health system. Research has reported negative effects of integration barriers on the ability for nurse practitioners to improve outcomes. Barriers include scope of practice restrictions, organizational climates inconducive to nurse practitioner care, and lacking mentorship. To design efficacious policies, organizational and national policy decision-makers require knowledge of the factors affecting the integration of this human resource into care settings. No research has synthesized these factors into an easily understandable and …


Women's Learning For Community Peacebuilding, Robin Neustater Jun 2025

Women's Learning For Community Peacebuilding, Robin Neustater

Peace and Conflict Studies

Around the world, every day, women work on building peace in their communities. Through various roles, paid and unpaid, women’s community care work is significant to the lives of individuals, families, communities, and the women themselves. Understandings of peace are varied, and often nuanced to the context and experience of who is defining peace. How women define peace will inform how they think about peacebuilding. Women engage in learning about peace and for their peacebuilding work, through nonformal and formal programs, and through experience and role models. Their learning to do peace is vital to getting things done. This article …


Social Capital And Protests In The United States, Carolyn Chisadza, Matthew Clance, Rangan Gupta Jun 2025

Social Capital And Protests In The United States, Carolyn Chisadza, Matthew Clance, Rangan Gupta

Peace and Conflict Studies

In the last decade we have witnessed rising protests in the United States associated with issues that form part of society’s social fabric that can either facilitate or break down collective behaviour. Rising social inequalities can cause people to no longer share the same values and force individuals to work against each other. This breakdown in social capital can be a key driver for protests as the marginalised attempt to voice their grievances. Using social capital data from the Social Capital Project and protest data from the GDELT Project for U.S counties, we find that higher social capital is negatively …


Convergence Research For Microplastic Pollution At The Watershed Scale, Heejun Chang, Elise Granek, Amanda Gannon, Jordyn M. Wolfand, Janice Brahney Jun 2025

Convergence Research For Microplastic Pollution At The Watershed Scale, Heejun Chang, Elise Granek, Amanda Gannon, Jordyn M. Wolfand, Janice Brahney

Watershed Sciences Faculty Publications

Microplastics are found in Earth's atmosphere, lithosphere, hydrosphere, pedosphere, and ecosphere. While there is a growing interest and need to solve this grand challenge in both the academic and policy realms, few have engaged with academics, policymakers, and community partners to co-identify the problem, co-design research, and co-produce knowledge in tackling this issue. Using a convergence research framework, we investigated the perception of microplastic pollution among different end users, delivered educational materials to K-12 teachers and practitioners, and identified key sampling points for assessing environmental microplastic concentrations in the Columbia River Basin, United States. Three community partner workshops identified regional …


Transforming Heritage Narratives: Harnessing The Power Of Four Truth Inquiry To Reclaim Women’S History And Reinvent Climate Communication At Interpretive Sites, Pamela Blair-Bruce Jun 2025

Transforming Heritage Narratives: Harnessing The Power Of Four Truth Inquiry To Reclaim Women’S History And Reinvent Climate Communication At Interpretive Sites, Pamela Blair-Bruce

Dissertations

Abstract

Heritage sites, particularly national parks, serve as powerful spaces for storytelling that shape public understanding of American history, cultures, ecological processes, and diverse landscapes. However, their narratives often omit critical aspects of women’s history and climate change, perpetuating historical erasure and selective storytelling. This qualitative research study applies the Four-Truth Framework developed by the South African Truth and Reconciliation Commission to examine how heritage interpretation can improve the recognition of women’s contributions and strengthen climate communication at heritage sites. To explore approaches to women’s history interpretation, the study employed semi-structured, focus group interviews with educators, historians, and interpreters across …


No. 42: Remittance Practices, Digital Technologies And The Ghana-Canada Migration Corridor, Naomi Sunu, Sujata Ramachandran Jun 2025

No. 42: Remittance Practices, Digital Technologies And The Ghana-Canada Migration Corridor, Naomi Sunu, Sujata Ramachandran

Migration and Food Security (MiFOOD) Network

Migrant remittances have been recognized as vital resources for the well-being of recipient households and communities, as well as for sustainable development in the Global South. However, these flows can be impeded by limitations in the infrastructure, financial systems, and regulatory environments of both sending and receiving countries, as exemplified by the high costs associated with remitting to sub-Saharan Africa. Consequently, the use of less secure but more affordable informal remittance channels persists. Driven by the rapid growth of fintech technologies in recent years, including mobile money and web-based platforms, the digitalization of remittance-sending and receiving processes has the potential …


Academic Senate - Agenda, 6/3/2025, Academic Senate Jun 2025

Academic Senate - Agenda, 6/3/2025, Academic Senate

Academic Senate Agendas

No abstract provided.


Functional Resilience Of Healthcare In The Critical Juncture Of The Covid-19 Pandemic, Avner Kronisch, Christian Bongiorno, Kerane Smith, John Baker Jun 2025

Functional Resilience Of Healthcare In The Critical Juncture Of The Covid-19 Pandemic, Avner Kronisch, Christian Bongiorno, Kerane Smith, John Baker

Working Papers Series

This paper offers a comparative analysis of eight national healthcare systems—spanning democracies, autocracies, and various institutional models—to evaluate resilience during the COVID-19 pandemic. Drawing on Shvetsova et al.’s framework of informational and authority redundancies, and Parker & Klein’s “choke point” theory of healthcare rationing, we examine how institutional structure shaped pandemic response, system adaptability, and continuity of non-COVID services. Using indicators like life expectancy, under-five mortality, hospital capacity, cancer survival, and excess mortality, we explore how systems absorbed shock and maintained essential care. We find that decentralized and polycentric governance structures, when paired with coordination and resource adequacy, enhanced resilience—exemplified …


Shedding Light On Inequities Of Power Outages Through Data Transparency, Kelly A. Stevens, Sanam K. Aksha, Mohammed Siddiqur Rahman, Elizabeth Trader, Herbert Longenecker, Rebecca Entress Jun 2025

Shedding Light On Inequities Of Power Outages Through Data Transparency, Kelly A. Stevens, Sanam K. Aksha, Mohammed Siddiqur Rahman, Elizabeth Trader, Herbert Longenecker, Rebecca Entress

Faculty Publications

In a changing climate, the electricity grid is increasingly exposed to more extreme weather that results in significant power outages. Further, lower income and racial-ethnic minority households are more likely to experience a higher frequency and duration of power outages compared to less socially vulnerable groups. The literature on the unequal impacts of power outages is a new, growing area of research that has been stymied in part due to the difficulty acquiring high spatial resolution, historical power outage data from utilities. In this Perspectives article, we review the availability of power outage data, and what can be learned from …


Shedding Light On Inequities Of Power Outages Through Data Transparency, Kelly A. Stevens, Sanam K. Aksha, Mohammad Siddiqur Rahman, Elizabeth Trader, Herbert Longenecker, Rebecca Entress, Thomas Wahl, Christopher Emrich, Kristopher O. Davis Jun 2025

Shedding Light On Inequities Of Power Outages Through Data Transparency, Kelly A. Stevens, Sanam K. Aksha, Mohammad Siddiqur Rahman, Elizabeth Trader, Herbert Longenecker, Rebecca Entress, Thomas Wahl, Christopher Emrich, Kristopher O. Davis

Faculty Publications

In a changing climate, the electricity grid is increasingly exposed to more extreme weather that results in significant power outages. Further, lower income and racial-ethnic minority households are more likely to experience a higher frequency and duration of power outages compared to less socially vulnerable groups. The literature on the unequal impacts of power outages is a new, growing area of research that has been stymied in part due to the difficulty acquiring high spatial resolution, historical power outage data from utilities. In this Perspectives article, we review the availability of power outage data, and what can be learned from …


Race, Reflection And Resistance: An Autoethnographic Journey In Social Studies Curriculum Development, Jesse Nicholas Hendryx-Dobson Jun 2025

Race, Reflection And Resistance: An Autoethnographic Journey In Social Studies Curriculum Development, Jesse Nicholas Hendryx-Dobson

Dissertations and Theses

The purpose of this qualitative, self- study, autoethnography is to explore my instructional practices, strategies and decision making as I navigate my attempts to build a more anti-racist, racial justice social studies curriculum in a predominantly white school environment. Critical Race Theory as well as racial literacy provided me with a conceptual framework, but also with the language I need to articulate the research problem and my findings. Three research questions guided how I collected and analyzed my data: 1) How do I plan social studies lessons that address the topic of race/racism? 2) How can I use social studies …


Convergence Research For Microplastic Pollution At The Watershed Scale, Heejun Chang, Elise F. Granek, Amanda Gannon, Jordyn M. Wolfand, Janice Brahney Jun 2025

Convergence Research For Microplastic Pollution At The Watershed Scale, Heejun Chang, Elise F. Granek, Amanda Gannon, Jordyn M. Wolfand, Janice Brahney

Geography Faculty Publications and Presentations

Microplastics are found in Earth’s atmosphere, lithosphere, hydrosphere, pedosphere, and ecosphere. While there is a growing interest and need to solve this grand challenge in both the academic and policy realms, few have engaged with academics, policymakers, and community partners to co-identify the problem, co-design research, and co-produce knowledge in tackling this issue. Using a convergence research framework, we investigated the perception of microplastic pollution among different end users, delivered educational materials to K-12 teachers and practitioners, and identified key sampling points for assessing environmental microplastic concentrations in the Columbia River Basin, United States. Three community partner workshops identified regional …


The Library Is Open: Making The Case For Academic Libraries As The Planning Hub For Frederick Douglass Day, Shaina V. Anderson Jun 2025

The Library Is Open: Making The Case For Academic Libraries As The Planning Hub For Frederick Douglass Day, Shaina V. Anderson

Urban Library Journal

This case study showcases the value of having a library act as the central planning and event location at a public, land-grant university. Frederick Douglass Day is a hybrid day of “…collective action for Black history” (Center for Black Digital Research, n.d.) that was founded by Dr. Jim Casey, an African American Studies faculty member at Pennsylvania State University. It is a day where students and community members from higher education institutions, archival institutions, and museums from around the world log onto a transcription program and participate in transcribing historical documents. Some of the participants are assigned to be “transcribers” …


Enhancing Team Effectiveness: A Study On The Efficacy Of Servant Leadership Experiential Training As An Intervention, Jason R. Weber Jun 2025

Enhancing Team Effectiveness: A Study On The Efficacy Of Servant Leadership Experiential Training As An Intervention, Jason R. Weber

Servant Leadership: Theory & Practice

Purpose: This paper aims to identify the impact of servant-leadership training on team effectiveness. It proposes using a perceptive behavior assessment tool (team effectiveness questionnaire (TEQ)), along with six servant leadership themes will increase a team’s effectiveness. This study aims to expand the literature on methods used when seeking to improve operational effectiveness of work teams.

Design/methodology/approach: This intervention study followed the two-group pre-test-post-test design. 18 teams were randomly assigned to either a control or experimental group. Each team completed the TEQ and identified one to two domains to focus their development on over an 8-week period. Experimental group teams …


Midwestern Landscapes, Immigrant Hands: Swedish Artists And The Regionalist Movement, Grace Finney Jun 2025

Midwestern Landscapes, Immigrant Hands: Swedish Artists And The Regionalist Movement, Grace Finney

Celebration of Learning

The Regionalist movement in American art attempted to define an authentic national identity through depictions of the American landscape, rural life, and working-class values and communities. From the mid-19th to early 20th century, over a million Swedes immigrated to the United States, many of whom settled in the Midwest, a region frequently depicted by Regionalist artists. Swedish immigrant artists captured the beauty of the same landscapes, portrayed similar rural values, and even created public art, all of which are defining elements of the Regionalist movement. Their artistic expressions align with the themes of Regionalism, yet they remain absent from the …


Effects Of Vegetation Change On Streamflow In The Tolt River, Samhita Tovinkere, Se-Yeun Lee Jun 2025

Effects Of Vegetation Change On Streamflow In The Tolt River, Samhita Tovinkere, Se-Yeun Lee

SUURJ: Seattle University Undergraduate Research Journal

The City of Seattle depends on the Tolt River for both drinking water and hydropower. Hydrologic models have been employed to assess the future effects of climate change on streamflow in the area, which ultimately impact hydropower generation and the drinking water supply. However, the main issue with these models is that they assume vegetation growth and change to be static, overlooking the potential impact on streamflow. The objective of this study is to investigate the effects of vegetation change on streamflow in the Tolt River by analyzing climate and streamflow data and vegetation indexes. The study examines the impact …


Volume 151, Issue 151, 2018, Megan Alfaro, Ursula K. Le Guin, Ahmed Moneim, Keenan Norris, Meg Tinsley, T.C. Boyle, Willy Lizarraga, Sophie Anne Berti, Sativa January, Susan Lowell, Brian Barrientez Ii, Steve H. Vu, Ellen Bass, James K. Zimmerman, Cb Follett, Joyce Schmid, James Brasfield, Meredith Davies Hadaway, Gustavo Hernandez, Marin Nelson, Silvia Bonilla, Katherine Morgan, Tommy Mouton, Sally Ashton, Anna Bernstein, Genevieve Deguzman, Suzanne Rico, Peyton Harvey, William Finnegan, Margaret Mcmullan, Don George, Clare Frank, Grace Schaffer, Robert D. Kirvel, Kelly Grogan, Kelley Jhung, Marisa Murrow, Terry Phimister, Sharon Simonson, Susan Shillinglaw, Talia Adry, Noelle Brada-Williams Jun 2025

Volume 151, Issue 151, 2018, Megan Alfaro, Ursula K. Le Guin, Ahmed Moneim, Keenan Norris, Meg Tinsley, T.C. Boyle, Willy Lizarraga, Sophie Anne Berti, Sativa January, Susan Lowell, Brian Barrientez Ii, Steve H. Vu, Ellen Bass, James K. Zimmerman, Cb Follett, Joyce Schmid, James Brasfield, Meredith Davies Hadaway, Gustavo Hernandez, Marin Nelson, Silvia Bonilla, Katherine Morgan, Tommy Mouton, Sally Ashton, Anna Bernstein, Genevieve Deguzman, Suzanne Rico, Peyton Harvey, William Finnegan, Margaret Mcmullan, Don George, Clare Frank, Grace Schaffer, Robert D. Kirvel, Kelly Grogan, Kelley Jhung, Marisa Murrow, Terry Phimister, Sharon Simonson, Susan Shillinglaw, Talia Adry, Noelle Brada-Williams

Reed Magazine

No abstract provided.


An Escape Room To Cultivate Interprofessional Skills: A Mixed Methods Study, Rita Lenhardt, Blair Carsone, Dianna Lunsford, Melissa Goodman, Andrew Caswell Jun 2025

An Escape Room To Cultivate Interprofessional Skills: A Mixed Methods Study, Rita Lenhardt, Blair Carsone, Dianna Lunsford, Melissa Goodman, Andrew Caswell

Teaching and Learning in Communication Sciences & Disorders

Interprofessional education is essential to developing future healthcare practitioners who can effectively collaborate with other professionals in practice settings. The current study examined the effectiveness of an escape room as an educational tool for interprofessional practice for occupational therapy, physical therapy, and speech-language pathology graduate students. This study employed a mixed-methods design. Eighteen healthcare graduate students agreed to participate in the educational escape room. The Students’ Perceptions of Interprofessional Clinical Education Revised instrument was used as a pre-and post-test to determine whether there were differences in the student perceptions before and after the educational escape room. In addition to the …


First Convocation Address By Hh Ghulam Ishaq Khan, President Islamic Republic Of Pakistan Jun 2025

First Convocation Address By Hh Ghulam Ishaq Khan, President Islamic Republic Of Pakistan

Speeches from convocations, inaugurations, and major events

No abstract provided.


Developing Full Performance Interpreters: Cultivating Interdisciplinary Mindsets And Skillsets To Engage Audiences In Climate Change, Women's History, And Other Contested Heritage Topics, Delia A. Lister Jun 2025

Developing Full Performance Interpreters: Cultivating Interdisciplinary Mindsets And Skillsets To Engage Audiences In Climate Change, Women's History, And Other Contested Heritage Topics, Delia A. Lister

Dissertations

Heritage sites immerse visitors in places where the impacts of climate change are readily apparent. They are also powerful places to elevate untold stories of women and girls. Heritage site interpreters interact daily with audiences who bring diverse lived experiences, different levels of subject matter knowledge, and multiple perspectives on climate change and the role of women in history. Every visitor interaction has a set of meanings, values, and narratives that visitors knowingly or unknowingly espouse. To interpret contested heritage topics, such as climate change and women’s history, interpreters must cultivate interdisciplinary mindsets and skillsets. The purpose of this basic …


Living Arrangements Of Grandparents In The Mountain West, 2021, Annie Vong, Caitlin J. Saladino, Kristian Thymianos, William E. Brown Jr. Jun 2025

Living Arrangements Of Grandparents In The Mountain West, 2021, Annie Vong, Caitlin J. Saladino, Kristian Thymianos, William E. Brown Jr.

Demography

This fact sheet examines data on living arrangements from the U.S. Census Bureau report “Grandparents and Their Coresident Grandchildren: 2021.” This fact sheet includes data on the number of grandparents living with their grandchildren, the percentage of grandparents living with grandchildren, and the percentage of grandparents that are responsible for grandchildren in the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah.


Prescribed Fire Leads A Pine Flatwoods Specialist Tree Frog To Seek Local Refugia, Ian Biazzo, Pedro F. Quintana-Ascencio Jun 2025

Prescribed Fire Leads A Pine Flatwoods Specialist Tree Frog To Seek Local Refugia, Ian Biazzo, Pedro F. Quintana-Ascencio

Faculty Publications

Pine savannas of the southeastern United States evolved with frequent low-intensity wildfires. Today, land managers use prescribed fires to restore this ecological process while also controlling vegetative fuel accumulation. Given the ubiquitous application of this management tool, studies should consider impacts on target and nontarget taxa in these systems. During fires, animal populations persist in the landscape when individuals emigrate to unburned areas or seek refugia within the burn zone; otherwise, they experience local extirpation. We examined the effect of prescribed fires on a pine flatwoods specialist frog, the pinewoods treefrog Dryophytes femoralis, in a frequently burned pine landscape. …


Arts-Based Sustainability: From New York To Malawi, Martha B. Lerski Jun 2025

Arts-Based Sustainability: From New York To Malawi, Martha B. Lerski

Publications and Research

Recognizing that libraries serve multiple constituencies and subject areas, this chapter documents and advocates for development of transdisciplinary arts-based research (ABR) and culture-related projects linked to environmental challenges. Libraries contribute collections and spaces, as well as the research of library and information scientists. Libraries are currently among invisible contributors to sustainability planning and services. The chapter will link this invisibility to the value of what visual arts refer to as negative space elements in subjects ranging from traditional ecological knowledge to environmental science. Library collections, projects, and research contribute to education for sustainable development (ESD) as required to achieve the …


Managing Values-Based Purchasing In School Nutrition Programs, Laura Lee Benavidez Jun 2025

Managing Values-Based Purchasing In School Nutrition Programs, Laura Lee Benavidez

Walden Dissertations and Doctoral Studies

School nutrition managers face the challenge of balancing values-based purchasing (VBP) with maintaining student participation and budgetary stability. While VBP integrates sustainability, environmental impact, and animal safety, these priorities may sometimes compete with traditional goals, such as cost efficiency and meal accessibility. Grounded in program evaluation theory, the purpose of this mixed methods explanatory sequential study was to examine how school food service managers implement VPB, integrating procurement and nutrition transparency while managing participation and costs. The quantitative phase focused on participation trends, cost structures, and procurement metrics across diverse school districts to establish a foundation for understanding VBP’s measurable …


Is Ride-Hailing A Potential Solution For Older Adults After Driving Cessation? The Role Of Objective And Perceived Accessibility, Minju Kim Song Jun 2025

Is Ride-Hailing A Potential Solution For Older Adults After Driving Cessation? The Role Of Objective And Perceived Accessibility, Minju Kim Song

Dissertations and Theses

Due to age-related physical and cognitive changes, older drivers have a greater risk of crashes and are restricted by age-dependent regulation. Nonetheless, many older adults in the United States maintain a car-dependent lifestyle and still prefer driving. When driving cessation or reduction becomes necessary, a primary concern is finding suitable alternative transportation modes. However, the availability of alternative transportation modes does not guarantee their actual use of these options.

As a relatively new transportation mode, ride-hailing services, such as Uber and Lyft, offer on-demand, door-to-door transportation and may be a feasible transportation solution for older adults who stop driving. While …


Short Communication: Multiscale Topographic Complexity Analysis With Pytopocomplexity, L. S.-H. Lai, Adam Booth, A. R. Duvall, E. Herzig Jun 2025

Short Communication: Multiscale Topographic Complexity Analysis With Pytopocomplexity, L. S.-H. Lai, Adam Booth, A. R. Duvall, E. Herzig

Geology Faculty Publications and Presentations

TopoComplexity is a Python package designed for efficient and customizable quantification of topographic complexity using four advanced methods: two-dimensional continuous wavelet transform analysis, fractal dimension estimation, rugosity index, and terrain position index calculations. This package addresses the lack of open-source software for these advanced terrain analysis techniques essential for modern geomorphology and geohazard research, enhancing data comparison and reproducibility. By assessing topographic complexity across multiple spatial scales, pyTopoComplexity allows users to identify characteristic morphological scales of studied landforms. The software repository also includes a Jupyter Notebook that integrates components from the surface-process modeling platform Landlab (Hobley et al., 2017), facilitating …


Privacy-Preserving Ai Framework Using He-Fl For Electric Utility Infrastructure Defect Detection, Tupac S. Moseley Jun 2025

Privacy-Preserving Ai Framework Using He-Fl For Electric Utility Infrastructure Defect Detection, Tupac S. Moseley

Tennessee State University Alumni Theses and Dissertations

In modern times, electric utility companies are utilizing on-ground and aerial drone imagery to identify physical defects on transmission and distribution infrastructure to plan for more effective maintenance. To deploy faster and more cost-efficient maintenance decisions, utility companies are considering developing automation tools powered by AI. However, for AI technology to be effectively trained for real-world implementation, there is a need for cross-collaboration among a vast number of utility companies to share their imagery and analysis to improve the global AI model. The primary challenge of this collaboration comes at the expense of requiring data cleaning, a manual process to …