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Articles 6361 - 6390 of 659437
Full-Text Articles in Entire DC Network
Implementing Mtss In Hispanic Serving Middle Schools From The Concept Of Rurality: A Qualitative Case Study On School Mental Health And The Role Of Social Work, Rosario Elena Olivera
Implementing Mtss In Hispanic Serving Middle Schools From The Concept Of Rurality: A Qualitative Case Study On School Mental Health And The Role Of Social Work, Rosario Elena Olivera
Open Access Theses & Dissertations
Purpose: The purpose of this study was to examine the implementation of Multi-Tiered Systems of Support (MTSS) and the integration of mental health services within two middle schools in a suburban-rural mix, predominantly Hispanic school district in Southwest Texas, referred to as Desert View Independent School District. The study explored how educators and school-based mental health professionals perceive, interpret, and operationalize MTSS within their school contexts. Methods: The study employed a qualitative case study design grounded in implementation science and ecological systems theory. Data were collected through purposive sampling and included semi-structured interviews with teachers, counselors, and a district-level school …
Understanding The Role Of The School Librarian: Insights From Principals And Librarians, Ruby Shivery
Understanding The Role Of The School Librarian: Insights From Principals And Librarians, Ruby Shivery
Open Access Theses & Dissertations
This study examines how principals and school librarians understand and define the role of the school librarian with the K-12 school system. Guided by Role Conflict Theory, the study explores how differing expectations regarding instructional support, leadership, collaboration, and library management contribute to role ambiguity and professional tension. As the responsibilities of the school librarian continue to expand, inconsistencies in how the role is perceived may influence both professional relationships and the effectiveness of the library programs themselves. Using semi-structured interviews with both principals and school librarians, the study investigates areas of alignment and conflict in participants' perceptions of the …
Centering Latinx Perspectives And Cultural Identification In Music Listening: Examining Musical Consumption Behaviors And Choices Among Latinx Adults, Javier Alejandro Silerio
Centering Latinx Perspectives And Cultural Identification In Music Listening: Examining Musical Consumption Behaviors And Choices Among Latinx Adults, Javier Alejandro Silerio
Open Access Theses & Dissertations
Music is a critical cultural activity and resource for people all over the world, often used for communication, recreation, identity formation, social bonding, and many other aspects of our daily lives. Moreover, this has been reported across many cultures and is not unique to a single group. Despite this, there is currently limited information and research around Latinx American music consumption and this population's overall relationship with music. Because of this, the purpose of this study is to examine music consumption behaviors among Latinx Americans, as well as possible relationships between their Latinx cultural identification and said music consumption behaviors. …
Salience Network Circuit Dynamics In Distress Tolerance And Drug-Seeking Vulnerability, Marina Alicia Smoak
Salience Network Circuit Dynamics In Distress Tolerance And Drug-Seeking Vulnerability, Marina Alicia Smoak
Open Access Theses & Dissertations
The psychological distress experienced during drug withdrawal can lead individuals with substance use disorder to abandon their goal of abstinence. Numerous human studies demonstrate that an inability to persist in challenging, goal-directed behavior while experiencing psychological distress is associated with multiple stages of substance use, including relapse. This behavioral construct is referred to as low distress tolerance (DT). Rodent models of DT similarly show that low DT predicts elevated cocaine relapse, particularly when DT is assessed following extended abstinence. This abstinence period corresponds with the incubation of craving, a phenomenon characterized by progressively increased cocaine-seeking over time. Importantly, relapse vulnerability …
Fluoxetine Exposure During Adolescence Alters Prefrontal Cortex Signaling And Nociceptive-Related Behavior In Adulthood, Anapaula Themann
Fluoxetine Exposure During Adolescence Alters Prefrontal Cortex Signaling And Nociceptive-Related Behavior In Adulthood, Anapaula Themann
Open Access Theses & Dissertations
The long-term neurobiological consequences of adolescent antidepressant exposure remain poorly understood, despite the substantial increase in selective serotonin reuptake inhibitor (SSRI) prescription rates in youth. Therefore, the goal of this dissertation was to determine whether adolescent exposure to the SSRI fluoxetine (FLX) produces lasting molecular and behavioral adaptations, using rodents as a model system. To do this, in Chapter 2, I assessed whether adolescent FLX exposure (postnatal day [PD] 35-49) alters signaling molecules associated with survival and synaptic plasticity (extracellular signa- regulated kinase [ERK]) within the adult prefrontal cortex (PFC) - a brain region that plays a central role in …
The Moderating Role Of Cannabis Use Motives On The Relationship Between Intragroup Marginalization And Cannabis Use In Hispanic Emerging Adults, Austin Ray Vernon
The Moderating Role Of Cannabis Use Motives On The Relationship Between Intragroup Marginalization And Cannabis Use In Hispanic Emerging Adults, Austin Ray Vernon
Open Access Theses & Dissertations
Cannabis use has become increasingly normalized among emerging adults, yet associated risks to health remain a growing concern. Cannabis use among Hispanic populations has risen over the past decade, underscoring the need to examine culturally relevant factors that may influence use patterns and related harm. Intragroup marginalization, a culturally specific form of identity-based rejection from one's own ethnic group, may represent one such factor. The present study examined whether intragroup marginalization is associated with cannabis use outcomes and whether cannabis use motives moderate these associations. Participants were 358 Hispanic college students recruited from a U.S.-Mexico border university. Following informed consent, …
The Role Of Service-Learning & Critical Pedagogy In Student Empowerment Through Self-Consciousness, Democratic, And Culturally Responsive Education, Shahbaa Zaidan
Open Access Theses & Dissertations
This qualitative phenomenological research examines the role of service learning that is based on critical pedagogy in empowering students and developing identity and consciousness in a Hispanic-Serving Institution (HSI) on the United States-Mexico border found in South Texas. This study challenges the top-down paradigm, in which empowerment and learning are considered in view of the practices of educators, their teaching methods, and their impacts on student achievement. The research is bottom-up and student-centered. This research explores how students' experiences during service-learning courses shape their sense of identity, voice, and empowerment. Key theories include critical pedagogy (Freire), experiential learning (Dewey), transformative …
Unveiling The Longitudinal Dynamics Of Discrimination, Identity, And Mental Health Over Time Within U.S. Muslims Among On-Going Palestine Genocide, Manal Aboargob
Open Access Theses & Dissertations
Discrimination is a pervasive stressor that shapes mental health through both direct experiences and indirect, or vicarious, exposure. In contemporary contexts marked by global media saturation, individuals may repeatedly witness discrimination and violence directed toward their social group, amplifying psychological burden. The present longitudinal study examined how direct and vicarious discrimination were associated with affective well-being among U.S. Muslims during the ongoing genocide in Palestine, and whether religious identity and religious coping moderated these associations over time. Participants (N = 103) completed a baseline survey and up to 11 weekly surveys over a three-month period. Multilevel mixed-effects growth models were …
Environmental Movements In El Paso And Ciudad Juarez: Possibilities And Limitations Of Cross-Border Organization At The U.S.-Mexico Border, Vanessa Maria Almada
Environmental Movements In El Paso And Ciudad Juarez: Possibilities And Limitations Of Cross-Border Organization At The U.S.-Mexico Border, Vanessa Maria Almada
Open Access Theses & Dissertations
At the U.S.-Mexico border, the anthropogenic and nationalistic construction of the landscape has accelerated urbanization and unequal development without establishing effective binational institutions for governance over a shared commons. Borderlanders, then, contest unsustainable development with the added complexity of navigating a barrier which creates diverse socioeconomic and political realities that challenge cross-border cooperation. This qualitative research analyzes environmental organizations in El Paso and Ciudad Juarez. Through ethnographic study of mobilization in response to environmental legislation and administrative action in each city, the immediate barriers to cross-border cooperation and limitations of nationalistic institutions in the borderlands can be better understood.
Language Attitudes In El Paso: Investigating Language Loyalty, Public Perception, And The Impact Of English-Only Policies, Dalton S. Ascone
Language Attitudes In El Paso: Investigating Language Loyalty, Public Perception, And The Impact Of English-Only Policies, Dalton S. Ascone
Open Access Theses & Dissertations
Language attitude studies have been a vital aspect of Sociolinguistics research along the U.S.-Mexico border, with significant contributions having been made by Hugo Mejias and his colleagues in the Lower Rio Grande Valley (1986; 2003) and Hidalgo (1986) in Ciudad Juarez. However, there has been a lack of updated language attitude research in the region in recent decades, particularly in the city of El Paso, which, up to now, has not been the subject of a general language attitude survey. The present project seeks to investigate the language attitudes of bilingual Spanish-speakers living in the El Paso region through the …
‘Enemy Communist Cocksuckers’: Conceptualizing Patriotic Masculinity In Threats To Election Officials, Alma Harrison
‘Enemy Communist Cocksuckers’: Conceptualizing Patriotic Masculinity In Threats To Election Officials, Alma Harrison
Graduate Theses and Dissertations
Research on political violence demonstrates how certain aspects of masculinity are linked to asserting ideological authority and reinforcing exclusionary social identities through physical aggression, such as assaults, homicides, and gender-based violence. However, little research analyzes the use of violent threats as masculinity performances to achieve these same ends. To address this gap, this study analyzes messages from qualitative interviews with 26 election officials who experienced violent threats, examining performances of a distinct form of masculinity – patriotic masculinity – which fuses hegemonic masculine norms with patriotic values. Findings reveal ways in which actors construct and perform patriotic masculinity to frame …
Religious Extremism & Courtroom Cooperation: Examining Variability In Terrorism And Religiosity, Amanda P. Hux
Religious Extremism & Courtroom Cooperation: Examining Variability In Terrorism And Religiosity, Amanda P. Hux
Sociology and Criminology Undergraduate Honors Theses
While prior studies have investigated the impact of religion on terrorism, our study specifically aims to inform the literature of religious affiliation's effect on a defendant's propensity to plead guilty. Our study uses data from the American Terrorism Studies (ATS) database from the University of Arkansas’s Terrorism Research Center. The study focuses on twelve variables in relation to pleading guilty, gender, categories of terrorism, race, and ethnicity. Crosstabulation and Binary Logistic Regression were used to analyze the subset “Offender” within the ATS. Three hypotheses were reviewed, finding that religious affiliation has a positive correlation with a defendant’s propensity to plead …
Pictured And Framed: A Media Analysis Of Local News Coverage Of The Unhoused In Fayetteville, Sabine Skoch
Pictured And Framed: A Media Analysis Of Local News Coverage Of The Unhoused In Fayetteville, Sabine Skoch
School of Social Work Undergraduate Honors Theses
Amid a growing housing crisis in Fayetteville, local media serves as an influential force in shaping public understanding of homelessness. This study examines how homelessness is framed in local news coverage through a reflexive thematic analysis of ten randomly selected articles published between May 2022 and November 2025. Guided by media framing and attribution theory, this analysis explores how causes, consequences, and solutions to homelessness are constructed within a rapidly growing Southern city.
Three central themes emerged. First, local reporting centers empathy through lived experiences and community testimonies, emphasizing dignity, vulnerability, and structural precarity rather than individual failure. Second, coverage …
The Political Transformation Of Corporate America, 2001–2022, Reilly S. Steel
The Political Transformation Of Corporate America, 2001–2022, Reilly S. Steel
Faculty Scholarship
This article reconciles conflicting views about the political landscape of corporate America with new data on the revealed political preferences of 97,469 corporate directors and executives at 9,005 different U.S. companies. Driven largely by turnover, I find that average observed ideology for directors and executives has shifted meaningfully to the left over time, changing from modestly conservative in 2001 to roughly centrist by 2022. This finding supports a middle-ground position between conventional wisdom casting “big business” as a conservative stronghold and revisionist views holding the opposite. Counterfactual simulations and a difference-in-differences design suggest multifaceted reasons for these changes, and hand-collected …
Developing A Questionnaire For The Interoceptive Awareness Of Stuttering, Leslie Williams
Developing A Questionnaire For The Interoceptive Awareness Of Stuttering, Leslie Williams
Graduate Theses and Dissertations
Stuttering is commonly measured through its overt characteristics (blocks, prolongations, and repetitions). This equates to stuttering “severity,” or the frequency of these behaviors. This method, however, does not reflect the lived experience of adults who stutter. This “measurement problem” has been the subject of numerous studies. In this graduate thesis, the measurement problem is addressed by using qualitative data previously gathered by Malcolm (2024) from adults who stutter about the internal experience of stuttering to create survey. Quotes from adults who stutter were gathered, categorized, edited for clarity, and formatted into a survey, The Multidimensional Interoceptive Awareness of Stuttering Scale …
Marvelous And Disturbing: Surreal Imagery, Elaboration And The Limits Of Persuasion In Women's Health Journalism, Shelby Elizabeth Gill
Marvelous And Disturbing: Surreal Imagery, Elaboration And The Limits Of Persuasion In Women's Health Journalism, Shelby Elizabeth Gill
Graduate Theses and Dissertations
Since the 1930s, surrealism has lent its abstract hand to journalism, offering a visual language for topics that resist literal depiction. Given its historical and often fraught association with the female form, surrealist imagery has found a natural home in editorial coverage of women's health, most recently in reporting on endometriosis, a condition whose invisible, stigmatized and difficult-to-articulate experience makes conventional photojournalism an inadequate representational tool. The present study experimentally compared surreal imagery, realistic imagery and a text-only control condition to assess their effects on knowledge acquisition, comprehension, attitudinal responses, perceived risk and behavioral intentions related to endometriosis in a …
Old-Growth Surveys And Landowner Outreach In The Cross Timbers Of Oklahoma, Jon Webb
Old-Growth Surveys And Landowner Outreach In The Cross Timbers Of Oklahoma, Jon Webb
Graduate Theses and Dissertations
The Cross Timbers ecoregion represents a critical ecologic transition zone, spanning approximately 17 million acres across Oklahoma, Texas, Kansas, and Arkansas. Situated between eastern deciduous forests and the southern Great Plains, the Cross Timbers are dominated by drought-tolerant post oak (Quercus stellata) and blackjack oak (Quercus marilandica). Despite retaining some of the most extensive old-growth forests in the eastern United States, this ecoregion remains threatened by urban expansion, agricultural conversion, altered fire regimes, and eastern red cedar (Juniperus virginiana) encroachment. This project sought to identify, survey, and document large, previously un-surveyed or unreported tracts of old-growth Cross Timbers in Oklahoma, …
Overwhelmed By Competing Priorities: Exploring Women’S Motivational Conflict Across The Menstrual Cycle, Arial S. Bloshinsky
Overwhelmed By Competing Priorities: Exploring Women’S Motivational Conflict Across The Menstrual Cycle, Arial S. Bloshinsky
Graduate Theses and Dissertations
This study examined whether the biological context of the menstrual cycle predicted overwhelming feelings due to competing bonding and achievement motivations (i.e., motivational conflict). Building on the motivational shift hypothesis, it was predicted that the luteal phase, characterized by elevated progesterone and heightened bonding motivation, would be associated with more overwhelming feelings from motivational conflict. To assess potential changes across the menstrual cycle, a within-person design was used where women reported their overwhelming feelings daily. Primary analyses did not support the hypothesis. Overwhelming feelings from motivational conflict did not differ across cycle phases. However, the expected mid-cycle peak in sexual …
The Use And Implications Of Visual Production Choices: Evidence From Presidential Debates And Political Interview, Emma Lorraine Rasmussen
The Use And Implications Of Visual Production Choices: Evidence From Presidential Debates And Political Interview, Emma Lorraine Rasmussen
Graduate Theses and Dissertations
Live television production has long been a powerful tool for broadcasting media to curate what an audience sees and understands about aired material. Production techniques used by broadcasting companies have the power to influence how audiences perceive and interpret political candidates. In Study One, the two 2024 presidential debates were analyzed for a variety of different trends including: who was on screen, the different camera shots used, and camera movement. Video formats of the 2024 CNN and ABC debates were coded using Observer XT, a content analysis software and were examined for the frequency and duration of each behavior. Patterns …
Self-Directed Violence In Athletes, Adela Vavrinova
Self-Directed Violence In Athletes, Adela Vavrinova
Graduate Theses and Dissertations
Self-directed violence (SDV) in athletes comprises a spectrum of behaviors, including non-suicidal self-injury (NSSI), suicidality, and self-harming behaviors that can be embed- ded within sport contexts. Competitive sport environments may intensify psychological vulnerability through factors such as performance demands, body-image pressures, injury and rehabilitation stress, and norms that discourage help-seeking. This thesis synthesizes existing literature on SDV among athletes with the aim of clarifying how SDV is concep- tualized and measured, summarizing what is known about prevalence patterns, functions, and contextual risk factors, and identifying prevention and intervention strategies relevant to athlete systems. The reviewed evidence suggests the SDV literature …
Reporting On The Glass Runway: The Agenda-Setting And Framing Used In Fashion Media’S Coverage Of Gender Imbalances In The Luxury Fashion Industry, Natalie Murphy
Graduate Theses and Dissertations
The aim of this study is to analyze the agenda-setting and framing techniques used in coverage of the lack of women in creative director positions in the luxury fashion industry, considering the different levels of contracts and proximity each publication has to hiring gatekeepers. Using a multi-method study of content analysis and interviews with fashion media professionals, this study explores questions of how often these articles are published and whether independent and advertorial publications use different framing strategies when reporting on fashion industry accountability. Twenty-five editorial articles from seven different publications were included in the content analysis portion of the …
Understanding How Ai Chatbots Act As Gatekeepers When Recommending Destinations, Ayden Alexandra Carmack
Understanding How Ai Chatbots Act As Gatekeepers When Recommending Destinations, Ayden Alexandra Carmack
Graduate Theses and Dissertations
As artificial intelligence chatbots become a primary tool for travel discovery, questions arise about whose destinations get recommended and how. This study examines how ChatGPT (OpenAI), Claude (Anthropic), and Google Gemini function as algorithmic gatekeepers in travel recommendations, drawing on gatekeeping theory, framing theory, and growing scholarship on AI bias in tourism. Using a content analysis of 135 AI-generated responses to 15 standardized travel prompts (45 per platform, each run three times) this study coded destination selection patterns, dominant narrative frames, and informational omissions across platforms. Results show that 88.9% of recommended destinations were classified as high-income nations, with Japan, …
Behind The Screens And The Scoop: A Qualitative Analysis Of First-Person Mental Health Content On Social Media And Implications For News Coverage, Isabella Lise Marie Larue
Behind The Screens And The Scoop: A Qualitative Analysis Of First-Person Mental Health Content On Social Media And Implications For News Coverage, Isabella Lise Marie Larue
Graduate Theses and Dissertations
More young people are reporting increased viewership of health content across social media platforms, with only 55% of adults reporting this in a 2025 KFF (Kaiser Family Foundation) poll. While trust in this form of information is low, consumption is increasing, alongside traditional news articles’ agenda-setting that discusses the same information in a different format. The goal of this research is to explore the effects of consuming first-person mental health content on social media for people with mental illness, more than just documenting its existence, and if audiences report a sense of belonging through this social media content. The results …
How Consumer Awareness Of Sustainability And Labor Practices Shape Fast Fashion Purchase Intentions, Sydney Smith
How Consumer Awareness Of Sustainability And Labor Practices Shape Fast Fashion Purchase Intentions, Sydney Smith
Graduate Theses and Dissertations
This study examines how consumer awareness of sustainability issues and unethical labor practices influences fast fashion purchase intentions. Grounded in the Theory of Planned Behavior and supported by the Symbolic Interaction Theory, the research explores how awareness, subjective norms, perceived behavioral control, and price sensitive shape consumer decision-making. A quantitative research design was employed using a self-administered online survey distributed via social media platforms. The final sample included 187 participants, and data were analyzed using descriptive statistics, correlation analyses, and multiple linear regression. Findings revealed that although participants reported moderate to high levels of awareness, this awareness did not significantly …
The Biased Divide: Perceptions And Challenges Of Esports Within Universities, Alexzandra O'Neal
The Biased Divide: Perceptions And Challenges Of Esports Within Universities, Alexzandra O'Neal
Graduate Theses and Dissertations
This study examines how institutional framing and student motivations influence the development and perception of collegiate Esports programs within higher education. The research explores how Esports is positioned as either a legitimate academic and competitive pursuit or a low-priority extracurricular activity, and how these perceptions impact program growth and student experience. This non-traditional thesis is presented as a documentary film utilizing a qualitative, semi-structured interview methodology. Data were collected through interviews with students, faculty, and program leaders, focusing on a comparative analysis between University of Oklahoma and University of Arkansas. Findings indicate that institutional support and framing play a significant …
Parenthood And Mental Health Among University Populations In Sub-Saharan Africa: A Cross-Sectional Study, Tuwani A. Rasengane, Ngozika Esther Ezinne, Antor Ndep, Nnamdi John Eseme, Susarah Maria Richter, Kingsley E. Agho, Ebele Gertrude Ejidike, Michael Agyemang Kwarteng, Kelechukwu Enyinnaya Ahaiwe, Nnaemeka Meribe, Obed Adonteng-Kissi, Edith Daniel-Nwosu, Mchillary Ogiemudia Osamudiamen, Ike Onyebuchi Oforbuike, Grace Obumneke Ogbonna, Isaura Ilorena D.Alva Brito Dos Santos, Okechi Ulumma Amaechi, Ugochukwu E. Uzuegbu, Khathutshelo Percy Mashige, Uchechukwu Levi Osuagwu
Parenthood And Mental Health Among University Populations In Sub-Saharan Africa: A Cross-Sectional Study, Tuwani A. Rasengane, Ngozika Esther Ezinne, Antor Ndep, Nnamdi John Eseme, Susarah Maria Richter, Kingsley E. Agho, Ebele Gertrude Ejidike, Michael Agyemang Kwarteng, Kelechukwu Enyinnaya Ahaiwe, Nnaemeka Meribe, Obed Adonteng-Kissi, Edith Daniel-Nwosu, Mchillary Ogiemudia Osamudiamen, Ike Onyebuchi Oforbuike, Grace Obumneke Ogbonna, Isaura Ilorena D.Alva Brito Dos Santos, Okechi Ulumma Amaechi, Ugochukwu E. Uzuegbu, Khathutshelo Percy Mashige, Uchechukwu Levi Osuagwu
Research outputs 2022 to 2026
Background and Aims: This study examined the association between parenthood status and psychological well-being among university staff and students in sub-Saharan Africa (SSA). Methods: A cross-sectional, web-based survey was conducted across 22 universities in four SSA countries using convenience sampling. A total of 1189 university staff and students, including parents and non-parents, participated. Mental health outcomes were assessed using the Depression, Anxiety, and Stress Scales (DASS-21). Multinomial logistic regression models were used to examine associations between parenthood status and mental health outcomes after adjusting for sociodemographic and contextual factors. Results: Participants with children had lower odds of moderate depression (adjusted …
Volunteer Spotlighting: Costly Signaling To Promote Volunteerism, Clyde A. Raible V
Volunteer Spotlighting: Costly Signaling To Promote Volunteerism, Clyde A. Raible V
Master's Theses
Prosocial behaviors, because they are initially costly and do not guarantee a direct benefit to the actor, can nonetheless increase social status by signaling a willingness to incur cost on behalf of another. Given this signal value, nonprofit organizations may be able to leverage this knowledge to increase donations, such as through the provisioning of attention to, and recognition of, volunteers through social media. I predicted that the costliness of spotlighted behavior and the target signal clarity (i.e., individual vs. group spotlight) would interact with participants’ dispositional dominance and prestige-based status motives to influence volunteerism interest. To explore these associations, …
Staying Safe, Smart, And Well Online: Empowering Older Adults In The Digital Age Conference Summary, Minzhi Ye, Rebecca Cole
Staying Safe, Smart, And Well Online: Empowering Older Adults In The Digital Age Conference Summary, Minzhi Ye, Rebecca Cole
School of Social Work Faculty Publications
Summary of the two-day, bilingual community conference that brought older adults, caregivers, service providers, researchers, and local organizations together to build digital confidence and prevent fraud.
Evaluating The Effects Of Multi-Functional Stations, Direct, And Motivational Messaging On Paper Cup Recycling, Madisyn Wynter Slater
Evaluating The Effects Of Multi-Functional Stations, Direct, And Motivational Messaging On Paper Cup Recycling, Madisyn Wynter Slater
Masters Theses
According to the Environmental Protection Agency (EPA), within Michigan alone, the municipal solid waste that has been collected in landfills contains approximately 31.5 million dollars in mixed paper and 18.8 million dollars in plastics (U.S. Environmental Protection Agency [EPA], 2016). One important aspect of recycling awareness is the impact that recycling has on the world. Whereas products like paper and plastic are accepted in recycling programs, any lined paper products (e.g., soda cups and to-go hot cups) are typically not accepted and therefore go to a landfill. Recent technology that can separate the lining from the paper, however, enables paper-lined …
Increasing Accuracy Of Mapping Local Climatic Zones Using Building Height And Spectral Unmixing, Ian Douglas Stauffer
Increasing Accuracy Of Mapping Local Climatic Zones Using Building Height And Spectral Unmixing, Ian Douglas Stauffer
Masters Theses
Local climatic zone (LCZ) classifications are traditionally done using reflectance, population data, and often climatic data. The goal of this research is to utilize Google’s new “Open Buildings Temporal v1” building data set as well as “spectral unmixing”. With the objective of testing, assessing, and implementing this data set into the workflow of LCZ mapping. After testing the quality of the data against a validated LiDAR data set from the same year as a given “Open Buildings Temporal v1” band, I implemented it into the Random Forest machine learning process. Secondly, I justified the use of spectral unmixing as a …