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Inferring Feeding Biology In Extinct Shrews (Soricidae: Mammalia): Application Of A Linear Morphometric Approach, Derek J. Den Ouden
Inferring Feeding Biology In Extinct Shrews (Soricidae: Mammalia): Application Of A Linear Morphometric Approach, Derek J. Den Ouden
Electronic Theses and Dissertations
Linear morphometrics have been used extensively to infer the ecology of fossil organisms, but shrews have not yet been thoroughly explored using this technique. Often considered to have a homogenous insectivorous diet, direct dietary observation suggests shrew dietary diversity is substantial. Diversity of this nature is well established to have influenced skull morphology in other mammal clades, so similar patterns are hypothesized to be detectable in shrews. To test this, I examined the link between known diet and morphological disparity in extant shrews using linear morphometrics and then utilized that framework to infer the dietary ecology of several fossil taxa. …
Perception Of Parents And Teachers On Discipline Strategies For Preschoolers In Some Selected Schools In Nigeria And The United States Of America, Solape Folaranmi
Perception Of Parents And Teachers On Discipline Strategies For Preschoolers In Some Selected Schools In Nigeria And The United States Of America, Solape Folaranmi
Electronic Theses and Dissertations
This study examined the perceptions of parents and teachers on discipline strategies used for preschoolers in Nigeria and the United States. It explored their choice(s) of discipline strategies, similarities and differences, and the perceived impacts on preschoolers' development. The study aimed to identify effective and appropriate strategies.
This qualitative study used semi-structured Zoom interviews with 6 teachers and 6 parents from both countries. Interview data were analyzed using Atlas.ti software to identify key themes and patterns. Findings revealed cross-cultural differences in discipline approaches, with Nigerian participants showing high acceptance of corporal punishment as a discipline strategy while the USA participants …
Rural High-School Principals’ Perceptions Of Their Understanding Of Special Education Law, Tiffany Jenkins
Rural High-School Principals’ Perceptions Of Their Understanding Of Special Education Law, Tiffany Jenkins
Electronic Theses and Dissertations
This phenomenological study aimed to determine rural high school principals’ perceptions of their understanding of special education law. Although there is some literature regarding administrators' perceptions of their understanding of special education policies and procedures, this study focused specifically on special education law and perceived versus actual levels of understanding.
Data Collection strategies include voluntary, focused interviews of rural high school principals via Zoom. Data analysis included transcriptions of interviews, member checking, open coding, identifying themes and content analysis, and finally, interpretation and triangulation of the data. The analysis of this study was based on the theoretical proposition of andragogy. …
Innovating Professional Learning: A Design Thinking Approach To Pk-12 Education Development, Shanna Hensley
Innovating Professional Learning: A Design Thinking Approach To Pk-12 Education Development, Shanna Hensley
Electronic Theses and Dissertations
The increasing complexity of 21st century education has heightened the demand for professional development (PD) that effectively support educators in adapting to evolving standards and diverse student needs. Despite extensive investment in PD, significant gaps remain in its design, implementation, and evaluation, often leading to ineffective outcomes. This qualitative, phenomenological study explored the processes involved in identifying, developing, implementing, and evaluating professional learning programs in PK-12 education, with the goal of identifying key factors that contribute to their effectiveness. Grounded in the design thinking framework, this study employs five phases: empathy, define, ideate, prototype, and test, to investigate how …
Mathematics Outcomes For Career And Technical Students Enrolled At A Community College In East Tennessee, Malissa Trent
Mathematics Outcomes For Career And Technical Students Enrolled At A Community College In East Tennessee, Malissa Trent
Electronic Theses and Dissertations
The primary purpose of this study was to compare the success of college-ready and academically underprepared community college students in a college-level math course designed for career and technical programs. A non-experimental two-group comparative design with existing data examined differences in academic metrics based on participation in a corequisite learning support mathematics course. The study used a sample size of 1070 students from a community college in East Tennessee who were enrolled in a college-level Trigonometric Applications course between the fall of 2015 and the spring of 2024. Due to a lack of prior academic preparation, 500 of these students …
Inner Bonds, Caitlin M. Maltbie
Inner Bonds, Caitlin M. Maltbie
Electronic Theses and Dissertations
The artist, Cait Maltbie, discusses their Master of Fine Arts exhibition, Inner Bonds, which was installed at Slocumb Galleries in Johnson City, TN, from March 24, 2025, through April 4, 2025, with a public reception held on March 27, 2025. The exhibition consisted of multi-disciplinary work: zines, screenprints, and a sculptural installation mimicking the scenery and emotional environment of the imaginary Inner Bonds world. Inner Bonds refers to their comic series about feelings and how they are handled, from which all the content for this exhibition is derived. The work is focused on deconstructing the artist’s feelings so that they …
Exploring The Antagonistic Polymicrobial Interaction Of Alcaligenes Faecalis With Prokaryotic And Eukaryotic Microorganisms, Aly Hargrave
Exploring The Antagonistic Polymicrobial Interaction Of Alcaligenes Faecalis With Prokaryotic And Eukaryotic Microorganisms, Aly Hargrave
Electronic Theses and Dissertations
Alcaligenes faecalis, a generally nonpathogenic, Gram-negative bacterium, has been observed by our laboratory to possess antagonistic activity against antimicrobial-resistant genera Staphylococcus, Candida, and Bacillus. This study focused on exploring the inhibition mechanism of A. faecalis against the three genera, with an emphasis on S. aureus. A library of A. faecalis transposon mutants was constructed and identified fourteen possible genetic factors linked to this inhibitory activity. Characterization of this inhibition indicated that A. faecalis suppressed S. aureus planktonic and biofilm growth via a contact-dependent mechanism, with pronounced effects during biofilm attachment phase. In a Caenorhabditis elegans …
Kinetic Analysis Of Hydrolysis And Hydrothermal Conversion Of Methyl Cellulose To Dodecane, Joseph Olembo Were
Kinetic Analysis Of Hydrolysis And Hydrothermal Conversion Of Methyl Cellulose To Dodecane, Joseph Olembo Were
Electronic Theses and Dissertations
Environmental pollution due to emission of greenhouse gases and increasing global energy demand are some of the concerns associated Analysis with the use of fossil fuels. These concerns have triggered the exploration of sustainable and efficient methods for renewable energy production. One such method is the conversion of cellulosic biomass to hydrocarbon fuels using hydrogen bronze metals. Cellulose is the most abundant biomass globally, and thus its utilization can lead to more sustainable energy production. Previous studies have reported the conversion of cellulose to hydrocarbons at high temperatures and hydrogen pressure. This work focuses on the conversion of methyl cellulose …
A Kinetic Analysis On Hydrolysis And Hydrothermal Conversion Of Cellulose To Dodecane, Joel Nyangoka Onyancha
A Kinetic Analysis On Hydrolysis And Hydrothermal Conversion Of Cellulose To Dodecane, Joel Nyangoka Onyancha
Electronic Theses and Dissertations
Cellulose, the most abundant biomass on Earth, offers a promising pathway for alternative energy through conversion into alkane hydrocarbons. Traditional methods rely on high temperatures and high-pressure hydrogen, often derived from petroleum. In this study, we investigated the conversion of Microcrystalline Cellulose using hydrogen metal oxides (bronzes) under milder conditions. Following ASTM E3417-24 hydrolysis protocols, we employed hydrogen bronzes with toluene for product extraction. This approach enabled conversion at lower temperatures without pressurized hydrogen. Products were analyzed using Gas Chromatography Mass Spectrometer for identification and Gas Chromatography Flame Ionization Detector for quantification. Our findings revealed the formation of a possible …
Advancing Research On Retinitis Pigmentosa: An Investigation Of Natural History, Visual System Plasticity, And Mutation-Independent Treatment., Cecilia A. Attaway
Advancing Research On Retinitis Pigmentosa: An Investigation Of Natural History, Visual System Plasticity, And Mutation-Independent Treatment., Cecilia A. Attaway
Electronic Theses and Dissertations
Retinitis Pigmentosa (RP) is an inherited retinal disease characterized by rod and then cone photoreceptor degeneration. ~25% of cases are caused by a genetic mutation that results in autosomal dominant RP (adRP). There has been a lack of exploration of the progression of degeneration in adRP models. In Chapter Two, I examined visual acuity (VA) changes, retinal structure, and function from early to late-stage disease in a murine P23H Rho ‘knock-in’ mouse model (RhoP23H/+), the most common form of adRP in North America. To establish a natural history, I evaluated behavioral VA, using the visual water task, …
“Souls Cannot Rest In Contested Places”: An Ethnographic Case Study And Archeological Environmental Assessment Of The North Shore Cemeteries., Henrietta K. Ransdell
“Souls Cannot Rest In Contested Places”: An Ethnographic Case Study And Archeological Environmental Assessment Of The North Shore Cemeteries., Henrietta K. Ransdell
Electronic Theses and Dissertations
This thesis is an ethnographic case study and archeological-environmental assessment of the North Shore Cemeteries to derive condition commentary and care recommendations for the landscape, cultural resources, descendant community, and Great Smoky Mountains National Park. Framed by theories of space-place culture, dispossession, and public lands co-management, this multi-methods, interdisciplinary thesis combines historical context, environmental conditions, archeological documentation, participant observations, and ethnographic interviewing of NPS and community affiliates to derive applied strategies for cemetery repair, operational efficacy, and this specific, public lands “co-management” relationship. With data from 12 interviews, eight participant observations, and six condition assessment surveys, it’s argued that perceptions …
Achieving Racial Equity In An Urban School District: Historical Conditions, Critical Policy Analysis, And Community Perspective., Whitney Taylor
Achieving Racial Equity In An Urban School District: Historical Conditions, Critical Policy Analysis, And Community Perspective., Whitney Taylor
Electronic Theses and Dissertations
This dissertation examines the development and impact of the Jefferson County Public Schools (JCPS) Racial Equity Policy through a historical analysis and the perspectives of African American community leaders. The study explores how systemic inequities, rooted in a legacy of racial discrimination, continue to shape the educational experiences of Black students within JCPS. Drawing on archival research and interviews with key community figures, it evaluates the policy’s intended role in dismantling structural barriers and the community’s cautious optimism regarding its effectiveness. Findings highlight persistent disparities in educational access and outcomes, emphasizing the enduring influence of deep-rooted biases and limitations of …
New Bayesian Methods For Longitudinal Data Analysis With Complex Dependence Structures., Anish Mukherjee
New Bayesian Methods For Longitudinal Data Analysis With Complex Dependence Structures., Anish Mukherjee
Electronic Theses and Dissertations
Longitudinal data in real-world settings are frequently found to be heterogeneous and exhibit intricate spatio-temporal dependence structures. Analyzing such complex data to obtain reliable estimation while quantifying uncertainty necessitates using sophisticated Bayesian methodology. In this work, we present novel Bayesian methods developed to address these challenges. We often observe heterogeneity in longitudinal data, where the mean and variance for certain profiles meaningfully differs from the rest. Some profiles may also exhibit outliers at a limited number of measurements. Using a standard mixed effects model, which assumes homogeneity, can lead to overestimating the residual variance and inefficient estimation. In this work, …
"I Never Really Saw Anybody That Looked Like Me In A Book": A Positioning Theory Analysis Of Preservice Teachers' Critical Reflections., Melissa Lee Zipper
"I Never Really Saw Anybody That Looked Like Me In A Book": A Positioning Theory Analysis Of Preservice Teachers' Critical Reflections., Melissa Lee Zipper
Electronic Theses and Dissertations
The purpose of this qualitative case study is to understand how preservice teachers develop their criticality within a semester long undergraduate course focused on children’s literature. This study addresses a well-documented practical knowledge gap in education research: although preservice teachers claim to understand the importance of a culturally relevant and sustaining curriculum, they do not know how to effectuate that curriculum when it comes to their future classrooms. Using Positioning Theory as a theoretical lens and an analytical tool, the study explores how preservice teachers position themselves in relation to developing their criticality through participation in a course curriculum purposefully …
From Slaveship To Championship: Pan-Africanism, The Black Atlantic, And Reframing The Rumble In The Jungle., Garret S. Mccorkle
From Slaveship To Championship: Pan-Africanism, The Black Atlantic, And Reframing The Rumble In The Jungle., Garret S. Mccorkle
Electronic Theses and Dissertations
The “Rumble in the Jungle” is often remembered as Muhammad Ali’s triumphant return to boxing glory, yet its deeper historical and cultural context remains understudied. This thesis reframes the 1974 heavyweight championship in Zaire as a global spectacle shaped by Pan-Africanism and Paul Gilroy’s theory of the Black Atlantic. More than a fight, it was a performance of Black identity, unity, and cultural return. However, this work argues that these themes—though deeply meaningful to many—were also strategically deployed by figures like Don King and Mobutu Sese Seko for promotional and financial gain. Through an analysis of marketing materials, fighter personas, …
Concurrently Implementing Islam And Democracy In Afghanistan: Failure Causes And Future Prospects., Mohammad Riaz Nassiry
Concurrently Implementing Islam And Democracy In Afghanistan: Failure Causes And Future Prospects., Mohammad Riaz Nassiry
Electronic Theses and Dissertations
Islam and democracy have been widely considered incompatible, especially in Muslim-majority countries. This thesis, with a contextual focus on Afghanistan, looks into the failure of the concurrent implementation of Islam and democracy in that country. The thesis takes a nuanced perspective and proposes a theory in which institutions (laws and regulations) and education play a prominent role in consolidating Islam and democracy. The research employs a mixed-method research design, with an aim to explore the influence of constitutional design and public education in shaping democratic outcomes within Islamic contexts. The findings reveal that Afghanistan’s constitution and laws were broadly compatible …
The Ten Commandments Goes Hollywood: A Century's Film Adaptations Of The Moses Narrative As Reflections Of American Culture., Aaron Nusz
Electronic Theses and Dissertations
This dissertation examines the various film adaptions that the American Hollywood has released about the Biblical character Moses. The scope of this examination is limited to theatrical releases from Hollywood in English, which spans roughly 100 years of history. Each of the five films examined in this dissertation represents a different period in American culture, and all are from a different film genre. Starting with The Ten Commandments (1923) which represents the silent-film era of Hollywood, to the 2014 blockbuster Exodus: Gods and Kings, the film industry has continued to produced films which examine the life and deeds of Moses …
The Role Of Tgfβ-Activated Kinase 1 In Fibroblast Differentiation And Cardiac Remodeling After Injury., Daniel Chien Nguyen
The Role Of Tgfβ-Activated Kinase 1 In Fibroblast Differentiation And Cardiac Remodeling After Injury., Daniel Chien Nguyen
Electronic Theses and Dissertations
Immediately following myocardial injury, a robust reparative response is orchestrated through intercellular communication. While various cell populations play critical roles in this process, cardiac fibroblasts have long been recognized as essential mediators of collagen synthesis and scar maturation; however, recent investigations have uncovered significant heterogeneity within the cardiac fibroblast population, revealing distinct subpopulations with roles that extend beyond their traditional functions. Notably, after tissue injury, fibroblasts exposed to damage signals can transition to an inflammatory phenotype, utilizing paracrine and autocrine signaling to coordinate immune cell recruitment and activation. Yet, the mechanisms underlying inflammatory cardiac fibroblast differentiation and their influence on …
Everyday Justice And Neighborhood Associations., Rebecca Wells-Gonzalez
Everyday Justice And Neighborhood Associations., Rebecca Wells-Gonzalez
Electronic Theses and Dissertations
This study explores the lived experiences of residents in marginalized neighborhoods, focusing on the impact of neighborhood associations on perceived justice and resilience. Utilizing a feminist qualitative approach, the Everyday Justice and Neighborhood Associations (EJANA) framework integrates Human Capabilities, Everyday Life Experiences, and Resilience Justice frameworks. Semi-structured interviews across three distinct neighborhoods (Bashford Manor, Oakdale, and Shelby Park in Louisville, Kentucky) revealed that neighborhood associations were often perceived as inaccessible and ineffective, failing to address prevalent inequities. Participants reported feelings of alienation and marginalization, highlighting a disconnect between association activities and community needs. This study emphasizes the need for inclusive, …
Investigating Factors That Influence Rural Student Degree Attainment At Urban Institutions., Kevin Kelleher Buckley
Investigating Factors That Influence Rural Student Degree Attainment At Urban Institutions., Kevin Kelleher Buckley
Electronic Theses and Dissertations
Decades of research have shown that rural students attend college at rates lower than their non-rural peers. When they do attend college, they tend to stay closer to home. Considering that over two-thirds of higher education institutions in the United States are in urban areas, this presents two challenges—rural students limit their options for where to attend college, and urban institutions face difficulty attracting and retaining rural students. Very little quantitative research is available that explains what may make a rural student more likely to be successful at an urban institution or if the geographic origin of a student plays …
Necessitating Autonomy: Performing Black Womanhood., Krystal Chavonne Waller
Necessitating Autonomy: Performing Black Womanhood., Krystal Chavonne Waller
Electronic Theses and Dissertations
This thesis examines the ways in which Black womanhood should autonomously be represented on the stage and/or the screen. By defining the theories of Black Feminist Thought, Black Performance, Trap Feminism and Sankofa, I create a praxis that provides Black femme performers with tools for authentic characterization. By acknowledging and respecting that Black women are not monolithic, this thesis also explores the evolution of theatrical representations of Black Womanhood—particularly U.S. Black womanhood from the late 19th century to modern day. Using historical narrative, analysis, acting techniques learned during my MFA program, and personal reflection, I advocate for Black women …
An Automatic Colorectal Polyps Detection Approach For Ct Colonography., Mohamed Yousuf
An Automatic Colorectal Polyps Detection Approach For Ct Colonography., Mohamed Yousuf
Electronic Theses and Dissertations
Colon cancer, also known as colorectal cancer, is a significant health concern, with increasing incidence rates, particularly among individuals under 50. This rise has led experts to recommend the introduction of regular screenings at 45 years of age for adults at average risk. Early detection through such screenings can identify precancerous polyps, allowing their removal before they develop into cancer. This proactive approach has the potential to reduce colorectal cancer deaths by up to 60%. In addition, research indicates that people diagnosed before age 50 have better survival rates, which emphasizes the importance of early diagnosis. Therefore, adhering to recommended …
Black Childhood In Focus: Counter-Histories Of Black Urban Childhood In Preserve The Baltimore Uprising, A 21st Century Digital Participatory Archive., Ameena Basheera X Ruffin
Black Childhood In Focus: Counter-Histories Of Black Urban Childhood In Preserve The Baltimore Uprising, A 21st Century Digital Participatory Archive., Ameena Basheera X Ruffin
Electronic Theses and Dissertations
This study examines the (mis)representation of Black urban childhood in the United States and proposes a framework for Black children’s inclusion in historical narratives. Black children have been excluded from constructs of childhood innocence, justifying violence against Black children and perpetuating anti-Black social hierarchies. This study builds on the work of Saidiya Hartman, advocating for a critical approach to studying, archiving, and understanding Black childhood through the lenses of region, race, age, and gender. Using the participatory digital archive Preserve the Baltimore Uprising as a case study, the research explores Black children’s presence and contributions during the 2015 Baltimore Uprising. …
Student Perceptions Of School Climate And Safety After The Collective Trauma Of Covid-19 And Racial Injustice Syndemic., Amy Catherine Lyons
Student Perceptions Of School Climate And Safety After The Collective Trauma Of Covid-19 And Racial Injustice Syndemic., Amy Catherine Lyons
Electronic Theses and Dissertations
For people in marginalized communities, particularly the Black and African American community, the combined, disproportionate damage and loss from of the pandemic and a cacophony of racial injustices offer cause for labeling the phenomenon a syndemic. Syndemic is defined as “a conceptual framework for understanding diseases or health conditions that arise in populations and that are exacerbated by the social, economic, environmental, and political milieu in which a population is immersed” (Singer et al., 2017, p. 881). The purpose of this study is to explore, describe, and analyze Kentucky students’ perceptions of school climate and safety by demographic groups, racial …
Studies Of Pathways To T2d And Interventions Through A Dynamical System Model., Rafiqul Islam
Studies Of Pathways To T2d And Interventions Through A Dynamical System Model., Rafiqul Islam
Electronic Theses and Dissertations
Existing mathematical models investigating the progression of type 2 diabetes (T2D) over time primarily focus on glucose, insulin, β-cell mass, and other related factors, while often omitting fatty acids (FA) as an explicit variable—despite FA being a major energy source for the body. There exists a complex network of dynamical interactions among glucose, insulin, FA, and β-cell mass. To gain deeper insights into the metabolic dynamics and pathophysiology of T2D, it is essential to incorporate FA into such models. In this study, we extend the classic Topp’s GIβ model by explicitly incorporating FA and exploring its interactions with glucose, insulin, …
Integration Of Multi-Omics Datasets Evaluating Structural And Functional Features Of The Gut Microbiome In People With Hiv (Pwh)., Aakarsha Vijayakumar Rao
Integration Of Multi-Omics Datasets Evaluating Structural And Functional Features Of The Gut Microbiome In People With Hiv (Pwh)., Aakarsha Vijayakumar Rao
Electronic Theses and Dissertations
Gut dysbiosis characterized by reduced abundance of beneficial butyrate-producing bacteria has been independently linked to HIV-1 infection and heavy alcohol drinking. Further, gut dysbiosis results in loss of gut barrier integrity, microbial translocation and host-specific systemic inflammation. Therefore, to evaluate the functional consequences of structural changes in the gut microbiome, integrated data analysis is imperative. In this dissertation, we perform integrated analyses using data from multi-omics platforms to examine the structural and functional features of the gut microbiome of PWH. Gut microbiome composition was evaluated by sequencing V4 region of 16S rDNA, concentrations of metabolites and host-specific immune markers were …
A Qualitative Study Exploring Senior Leaders’ Experiences And Perceptions In Addressing Workplace Sexual Harassment In The U.S. Federal Government: A Systems Perspective, Karen Jane Dean
Electronic Theses and Dissertations
Sexual harassment (SH) is a prevalent, costly, and often unreported problem in the U.S. Federal Government. Despite decades of research from multiple perspectives and recommendations to address SH, the problem persists and remains complex. While some researchers and U.S. Government agencies have called upon leaders to commit to eliminating workplace SH, others have suggested using an integrated conflict management system (ICMS) to manage the complexity, nuances, and conflicts. Even though there is a call for leadership to address SH, there is limited documentation in the literature about leaders’ experiences and perceptions in addressing the problem. Therefore, this qualitative study was …
An Examination Of How Professional Relationships And Professional Development Influence The Lived Experiences Of African American Women Serving As Superintendents In Texas, Tiffany L. Linwood
An Examination Of How Professional Relationships And Professional Development Influence The Lived Experiences Of African American Women Serving As Superintendents In Texas, Tiffany L. Linwood
Electronic Theses and Dissertations
This qualitative research study investigated the effects of professional relationships and professional development on the experiences of 11 African American women superintendents in Texas, a historically underrepresented minority in educational leadership. It explored the challenges these women have had in advancing to and excelling in superintendent positions, emphasizing the need for mentoring, networking, and ongoing professional development. Despite the variety of students, educational leadership, especially at the superintendent level, is primarily White and male. This study used qualitative approaches, particularly semistructured interviews, to explore the perspectives of African American women superintendents about how professional relationships and growth impact their careers. …
Brand Media And Health Perceptions: A Thematic Analysis Of Generational Differences, Julie Irene Diaz
Brand Media And Health Perceptions: A Thematic Analysis Of Generational Differences, Julie Irene Diaz
Electronic Theses and Dissertations
This thesis explores the influence of brand identity and media on shaping evolving perceptions of health across generations. The three generations considered are Generation X, Millennials, and Generation Z. The initial hypothesis predicted the popular media and brands that each generation interacts with are most likely to influence their perception. Additionally, the health brands most popular with each generation would influence their overall health perception, based on the identity and values of the brand. A qualitative study was conducted using focus groups to gather data about health perceptions, brand identity, media influence, and holistic health. The findings suggest that individuals …
Assessing The Utilization Of Building Information Modelling (Bim) In The Preservation Of Cultural Heritage: A Case Study Of Ashe-Street Courthouse, Boluwatife J. Oluwamakinde
Assessing The Utilization Of Building Information Modelling (Bim) In The Preservation Of Cultural Heritage: A Case Study Of Ashe-Street Courthouse, Boluwatife J. Oluwamakinde
Electronic Theses and Dissertations
This study examines how Building Information Modeling (BIM) was used in the Ashe Street Courthouse restoration, with an emphasis on its role in heritage preservation. It follows a context-oriented instrumental case study methodology and a systematic four-step approach: reviewing literature and historical records, conducting semi-structured interviews with renovation architects, and analyzing project documentation. The study compares BIM with traditional methods to assess documentation quality, stakeholder collaboration, and project efficiency. Findings show that BIM increases documentation accuracy through real-time modifications while preserving historical data. It also enhances collaboration by providing a centralized platform for architects, engineers, and preservation specialists, reducing errors …