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USF Tampa Graduate Theses and Dissertations

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The Rust Belt Gothic: Charting The Affective Politics Of Deindustrialization And The Emergence Of A Great Lakes Horror Genre In Film, Micheal B. Raines Mar 2024

The Rust Belt Gothic: Charting The Affective Politics Of Deindustrialization And The Emergence Of A Great Lakes Horror Genre In Film, Micheal B. Raines

USF Tampa Graduate Theses and Dissertations

Within the past decade, a string of notable horror films set within the Steel Belt has emerged. These works collectively invoke the specter of the ‘Rust Belt’ in their narratives: the industrial Midwest’s derelict urban and suburban sprawls in the wake of the economic decline and white flight of the USA’s once-mighty manufacturing sector. Scholarship has commented upon the subtext of these works individually but fails to observe their collective nature as an emergent subgenre in horror fiction, centered upon directly confronting the Steel Belt’s twentieth-century history of stagnation. In this paper, I examine films which share clear aesthetic and …


Hurricane Impacts On Water Resources: A Look At Nature-Based Solutions To Improve Long-Term Resilience, Fautemeh Sajadi Bami Mar 2024

Hurricane Impacts On Water Resources: A Look At Nature-Based Solutions To Improve Long-Term Resilience, Fautemeh Sajadi Bami

USF Tampa Graduate Theses and Dissertations

Severe storms are a common occurrence in the state of Florida. Hurricane events may cause hazards such as flooding, property damage, death, and many others. Such far-reaching impacts may potentially result in dangerous consequences where they occur. Of interest to this study were the impacts on water resources and water quality caused by storms. Hurricanes can bring about a deluge. An apparent excess of water may cause the notion of water scarcity to seem less significant. However, problems with potable water can be quite frequent due to storms.

This research sought to address the impacts of severe storms on water …


Examining Childhood Trauma And Substance Use Problems Among Justice-Involved Adolescents In Florida, Skye C. Bristol Mar 2024

Examining Childhood Trauma And Substance Use Problems Among Justice-Involved Adolescents In Florida, Skye C. Bristol

USF Tampa Graduate Theses and Dissertations

The purpose of this dissertation was to assess the relationship between childhood trauma and substance use problems as latent constructs among justice-involved adolescents (JIA). Additionally, racial differences and spatial analyses were examined. Previous research underscores the limitations of conceptualizing childhood trauma solely through Adverse Childhood Experiences (ACEs). This justified integrating child welfare involvement, or out-of-home placement, as an additional indicator to develop a comprehensive scope of childhood trauma among JIA. Furthermore, current literature established that childhood trauma is a key predictor of substance misuse among JIA. However, the lack of a standardized measure of substance misuse across juvenile justice systems …


Forgotten Learners: An Examination Of The Experiences Of English Language Learners In Advanced Placement And International Baccalaureate Social Studies Courses, Elizabeth Rasmussen Mar 2024

Forgotten Learners: An Examination Of The Experiences Of English Language Learners In Advanced Placement And International Baccalaureate Social Studies Courses, Elizabeth Rasmussen

USF Tampa Graduate Theses and Dissertations

The number of English Language Learners (ELLs) in the United States is rapidly increasing, particularly in high schools. Although the number of ELLs is growing at a fast pace in the United States, the number of ELLs enrolled in advanced educational programming has not increased. After an in-depth review of the extant literature, it is evident that limited scholarly research on ELLs in advanced coursework exists. This is especially true in AP and IB social studies courses, where in many states where “Open Access” and “AP for All” have been adopted. This qualitative study sought to reveal the lived experiences …


Lawful Injustice: Novel Readings Of Racialized Temporality And Legal Instabilities, Danielle N. Mercier Mar 2024

Lawful Injustice: Novel Readings Of Racialized Temporality And Legal Instabilities, Danielle N. Mercier

USF Tampa Graduate Theses and Dissertations

This project, “Lawful Injustice: Novel Readings of Racialized Temporality and Legal Instabilities,” examines three specific BIPOC communities across literature—Native American, African American, and Asian American—to understand the influence of U.S. legal frameworks and temporalities upon both the collective and the individual. I assess how legal frameworks create and protect their own instabilities as well as understand how they are produced by the uneven temporal structures of the law. I examine how such legal and settler colonial temporalities are at odds with Native American, African American, and Asian American temporalities. These temporalities—a legal/juridical temporality which reinscribes settler colonial oppression and the …


Curricula As Ideology: A Study Of Cultural Representations In Arabic As A Foreign Language (Afl) Textbooks, Zakaria Fahmi Mar 2024

Curricula As Ideology: A Study Of Cultural Representations In Arabic As A Foreign Language (Afl) Textbooks, Zakaria Fahmi

USF Tampa Graduate Theses and Dissertations

The present study examines cultural representations in two widely used AFL textbook series, namely Al-Kitaab and Arabiyyat al-Naas. Fundamentally, three main issues motivate this study: (1) the cultural politics of language textbooks underlying the construction and dissemination of cultural knowledge and its prioritization of the latter on grounds of subjectivity, ideology, and power, (2) the politicization of Arabic as a foreign language (AFL) in light of the post 9/11 language advocacy, and (3) the prevailing standard language ideology of al-Arabiya al-fuṣħaa (العربية الفصحى) and the pedagogical challenges posed by Arabic diglossia. The data comprise five textbooks from the aforementioned series, …


Good Times, Politics, And Collapse: The Archaeology Of Old St. Joseph, Florida, Christopher N. Hunt Mar 2024

Good Times, Politics, And Collapse: The Archaeology Of Old St. Joseph, Florida, Christopher N. Hunt

USF Tampa Graduate Theses and Dissertations

The town of St. Joseph, established in 1835, served as a deep-water port for receiving and shipping dry goods up the Apalachicola River north along the vast network of navigable inland waterways in the southeastern U.S. during the early nineteenth century. Unfortunately, this town was hit with a yellow fever epidemic, a fire, and a series of hurricanes that, combined with the infancy of its cotton trade activities, eventually devastated its economy and population. The town disappeared by 1842, only much later to be replaced by modern Port St. Joe (est. 1909), located north of the original settlement. However, St. …


“Urban Renewal” Surrounding Florida Solar Plants: A Study On Low-Carbon Gentrification, Megan Amber Grove Mar 2024

“Urban Renewal” Surrounding Florida Solar Plants: A Study On Low-Carbon Gentrification, Megan Amber Grove

USF Tampa Graduate Theses and Dissertations

Renewable energy and sustainable living are growing trends in Florida as the state “develops” rural landscapes and “redevelops” urban ones, resulting in neighborhood changes, including displacement of low-income and minority populations (LIMP). Solar energy has not historically been a root cause of such changes, but in recent years it has increasingly accompanied neighborhood development which prioritizes the interests of the elite and middle class. As such, it has become a contributor to “urban renewal,” which must be addressed to avoid future LIMP displacement. This study used geospatial and data science technologies and techniques to empirically explore and analyze urbanization and …


The Effect Of The Covid-19 Pandemic On The Environmental Perceptions Of College Students, Sydney H. Kaylor Mar 2024

The Effect Of The Covid-19 Pandemic On The Environmental Perceptions Of College Students, Sydney H. Kaylor

USF Tampa Graduate Theses and Dissertations

In this study, the environmental perception changes in college students during the COVID-19 pandemic were investigated. During the almost worldwide lockdown between March and December 2020, many students experienced dramatic changes in their socioeconomic life that have affected their well-being, ability to learn, and environmental perceptions. Students were sent home from college campuses, many businesses were shut down, and changes were seen in the environment throughout the world. The many industries and businesses that were shut down decreased the pollution that was in the atmosphere, in our water, and on the land. In many places, lockdown policies lead to improved …


Formulating Utopian Pasts: Time As A Coping Method For Lgbtq+ Floridians, Elise M. Kuechle Feb 2024

Formulating Utopian Pasts: Time As A Coping Method For Lgbtq+ Floridians, Elise M. Kuechle

USF Tampa Graduate Theses and Dissertations

Florida has emerged in recent years as a breeding ground for a new generation of anti-LGBTQ+ legislation. The state has introduced 10 anti-LGBTQ+ laws so far in 2023, touching on issues such as bathroom access, healthcare, and education. This paper analyzes the experiences of queer and transgender people living in Florida to ask: How do LGBTQ+ people in Florida cope phenomenologically with rising anti-LGBTQ+ discrimination? Drawing on data from 22 interviews with LGBTQ+ people situated in and around Florida in 2023, this paper captures a distinct political moment for the people that I spoke with, as anti-LGBTQ+ sentiments continue to …


Borderlands: (Un)Covering The Narratives Of Teacher Candidates Of Color In A Pds Context, Jennifer I. Perez Nov 2023

Borderlands: (Un)Covering The Narratives Of Teacher Candidates Of Color In A Pds Context, Jennifer I. Perez

USF Tampa Graduate Theses and Dissertations

This research aims to uncover the narratives of teacher candidates of color and their experiences with race and racism while learning to teach in a PDS context, develop an understanding of how state and local policies manifest within these experiences, and explore the roles of pláticas as a context for critical conversations. This research study captured the stories of three teacher candidates of color, Ms. L, Susan, and Amerie, learning to teach in a PDS context. I used the transformative framework of Critical Race Methodologies in conjunction with case study methods to uncover the experiences of the study contributors and …


Great Power Cyberpolitics: Re-Interpreting Offensive Realism And Power Transition Theory For Cyber Deterrence, Yavuz Akdaǧ Nov 2023

Great Power Cyberpolitics: Re-Interpreting Offensive Realism And Power Transition Theory For Cyber Deterrence, Yavuz Akdaǧ

USF Tampa Graduate Theses and Dissertations

This dissertation assesses the empirical relevancy of realist International Relations (IR) theory in cyberspace and shows how a richer IR-based theory of cyber conflict can enhance the understanding of interstate cyber deterrence, especially in the context of US-Sino hegemonic cyber conflict or cyberwar. As states increasingly engage in cyber conflict by exploiting security vulnerabilities due to global interconnectivity (i.e., the Internet), cyber threat has become relevant for national security. Scholars constructed cyber deterrence to counter the threat using the fundamentals of the Cold War nuclear deterrence. Yet this approach is highly contested; cyberspace defies traditional deterrence concepts. Further theoretical analysis …


Lgbtq+ Inclusivity In The Implicit And Explicit Social Studies Curriculum: A Descriptive Exploratory Study In Teacher Self-Efficacy, K. B.F. Francis Nov 2023

Lgbtq+ Inclusivity In The Implicit And Explicit Social Studies Curriculum: A Descriptive Exploratory Study In Teacher Self-Efficacy, K. B.F. Francis

USF Tampa Graduate Theses and Dissertations

This descriptive exploratory study describes teacher self-efficacy in providing LGBTQ+ support in the implicit and explicit social studies curriculum in the wake of numerous anti-LGBTQ+ legislation in education in Florida. Four high school social studies teachers from three different Florida public school districts were interviewed to answer three main questions. All participating teachers expressed broad knowledge of their subject matter but could not identify LGBTQ+ inclusivity in their state and district-mandated curriculum. All participants had a great sense of self-efficacy in supporting their LGBTQ+ students but low self-efficacy in educating their colleagues about these issues. All participating teachers expressed a …


Integrated Periphyton Biofilters In Marine Recirculating Aquaculture Systems, Adam N. Bell Nov 2023

Integrated Periphyton Biofilters In Marine Recirculating Aquaculture Systems, Adam N. Bell

USF Tampa Graduate Theses and Dissertations

Marine aquaculture is a growing industry that has the potential to reduce eutrophication, overfishing, and loss of biodiversity. Recirculating aquaculture systems (RAS) are a type of aquaculture system that decreases discharge, raises biological control, and conserves water; however, RAS are challenged due to high energy cost, low biodiversity, water quality control, and waste nutrients. Periphyton biofilters are a new technology that allows for feed production, water quality control, microbial diversity, and resource recovery in marine aquaculture systems. The overarching question that this dissertation investigates is, how can periphyton biofilters be integrated into RAS to address the challenges of modern sustainable …


A Gis Workflow For Analyzing Spatiotemporal Variance In Food Pantry Access: A Case Study For Hillsborough County, Florida, Molly J. Darby Oct 2023

A Gis Workflow For Analyzing Spatiotemporal Variance In Food Pantry Access: A Case Study For Hillsborough County, Florida, Molly J. Darby

USF Tampa Graduate Theses and Dissertations

Researchers often use geographic information systems (GIS) to measure accessibility to food pantries, but the impact operating hours have on accessibility remains understudied. Unlike grocery stores or healthcare facilities, food pantries have irregular distribution schedules, therefore, measuring geographic accessibility alone potentially creates an inaccurate or inflated representation of access. This study proposes a GIS workflow for analyzing food pantry accessibility over space and time by considering hours of operation and location, allowing researchers to examine when and where access to food assistance is most limited over the span of a typical week. The method was applied to Hillsborough County, Florida …


Quantifying The Effectiveness Of Night Vision Detection: A Comparative Study Of Visible Light, Night Vision, And Thermal Images, Feng Yeh Oct 2023

Quantifying The Effectiveness Of Night Vision Detection: A Comparative Study Of Visible Light, Night Vision, And Thermal Images, Feng Yeh

USF Tampa Graduate Theses and Dissertations

This research presents a comprehensive assessment of night vision goggles and thermal imagers, with a particular emphasis on their performance under a wide range of environmental and temporal conditions. Field testing of these devices was carried out across diverse settings, including daytime, nighttime, and different environmental temperatures. Key evaluation metrics, such as contrast, recognition distance, and image clarity, were employed to assess device performance.The findings reveal that while night vision goggles maintain consistent performance across various conditions, their image clarity and contrast are influenced by the recognition distance. Conversely, thermal imagers excel in cooler environments, successfully highlighting target objects, yet …


Stable Isotope Analysis On Yellowfin And Blackfin Tuna Eye Lenses Reveals Life History Patterns In The Gulf Of Mexico, Kylee M. Rullo Oct 2023

Stable Isotope Analysis On Yellowfin And Blackfin Tuna Eye Lenses Reveals Life History Patterns In The Gulf Of Mexico, Kylee M. Rullo

USF Tampa Graduate Theses and Dissertations

Spatial geography, ontogenetic movement, and trophic patterns of mobile species are key elements of effective marine resource management. A number of methods are currently available for tracking movements of pelagic migratory species, including the use of conventional and electronic tags. However, tagging campaigns can take years to provide useful data, can be expensive, and only capture a portion of a fish’s lifetime. For this project, I used stable-isotopic ratios of nitrogen (δ15N) and carbon (δ13C) in metabolically inert, chronologically-layered fish-eye lenses to explore lifetime movement and trophic patterns of yellowfin tuna (Thunnus albacares) and blackfin tuna (Thunnus atlanticus) in the …


An Examination Of Reward-Based Crowdfunding Performance And Success, Matthew Alan Grace Oct 2023

An Examination Of Reward-Based Crowdfunding Performance And Success, Matthew Alan Grace

USF Tampa Graduate Theses and Dissertations

Reward-based crowdfunding (RBCF), where fundraisers raise funds from a crowd of investors in return for a reward, has carved a niche as a proven option for not just entrepreneurs seeking early-stage funding, but also for established firms looking to presell or market a new product or service. Establishing crowdfunding performance and success factors is important for researchers and practitioners alike. Fortunately, a large portion of the RBCF academic literature is immediately applicable to entrepreneurs, with very little additional interpretation required. However, important questions about RBCF remain. The first paper in this three-part dissertation, a systematic literature review, examines some of …


Clinically Applied Anthropology: A Syndemic Intervention., Jason W. Wilson Oct 2023

Clinically Applied Anthropology: A Syndemic Intervention., Jason W. Wilson

USF Tampa Graduate Theses and Dissertations

This dissertation demonstrates that a critical, clinically applied anthropology is possible by testing a hypothesis that a syndemic intervention, and use of a structural vulnerability assessment tool, can achieve improved healthcare outcomes. A critical, clinically applied anthropology integrates social scientists into healthcare delivery, alongside biomedical providers, through the co-creation of new diagnostic and patient care pathways that utilize anthropological methods (ethnographically informed care, syndemics, thematic/mixed methods data analysis) and advance anthropological theory (biomedicine and culture, structural violence, structural competency/vulnerability, ontology, assemblage theory, and entanglements) to decrease healthcare inequities.

Medical anthropology has previously engaged biomedicine and other attempts at a clinical …


Determinants Of Hormonal Contraceptive Use Among Adolescent Females In The Republic Of Benin, Marlene Joannie Bewa Sep 2023

Determinants Of Hormonal Contraceptive Use Among Adolescent Females In The Republic Of Benin, Marlene Joannie Bewa

USF Tampa Graduate Theses and Dissertations

Introduction: Globally, 17 million adolescent girls—ages 15-19-- give birth every year, which affects educational and professional outcomes such as school completion, future employment, and economic empowerment. In Benin, adolescent girls have a substantial unmet need for sexual and reproductive health (SRH) information and services. More specifically, the need for hormonal contraceptive products and services, as well as accurate, age-appropriate, and comprehensive sexuality education, is not met universally.

Objective: This research objective is to understand personal, behavioral, and environmental barriers and facilitators to the access and uptake of modern contraceptive methods among adolescents in Benin. This will inform recommendations for improving …


Detection Of Subsidence In West-Central Florida Using Persistent Scatterer Interferometry And Near-Surface Geophysics, Tonian R. Robinson Jun 2023

Detection Of Subsidence In West-Central Florida Using Persistent Scatterer Interferometry And Near-Surface Geophysics, Tonian R. Robinson

USF Tampa Graduate Theses and Dissertations

This dissertation consists of three studies that employ Persistent Scatterer Interferometry (PSI, also known as PSInSAR) to better understand how subsidence in west-central Florida relates to underlying geological processes. In the first study, near-surface geophysical methods (Ground Penetrating Radar (GPR) and Electrical Resistivity (ERT)), terrestrial remote sensing applications (Light Detection and Ranging (LiDAR) and Structure from Motion (SfM)), and PSI were used to monitor the spatial and temporal behaviors of a suspected growing sinkhole in the Sandhill Boyscout Reservation, Hernando County, Florida. The survey area was located within and around a topographic low assumed to be the surface of the …


Organizing And Communicating Health: A Culture-Centered And Necrocapitalist Inquiry Of Groundwater Contamination In Rural West Bengal, Parameswari Mukherjee Jun 2023

Organizing And Communicating Health: A Culture-Centered And Necrocapitalist Inquiry Of Groundwater Contamination In Rural West Bengal, Parameswari Mukherjee

USF Tampa Graduate Theses and Dissertations

As a discursive point of praxis, this dissertation project seeks to record knowledge from below around the overlaps between health, water and health interventions emerging from rural communities located in North 24 Parganas and Purulia in West Bengal that are disproportionately impacted by water-insecurity. My dissertation also documents how multiple-stakeholders such as local NGOs, international NGOs, non-profits, and donor agencies organize access to safe water and health interventions for the water-insecure communities located in North 24 Parganas and Purulia. The integration of the CCA and necrocapitalism afford theoretical and methodological guidance in this dissertation to help document the localocentric stories …


Travel And Migration Behaviors Of Migrants From Puerto Rico During Disasters, Lauren C. Carter Jun 2023

Travel And Migration Behaviors Of Migrants From Puerto Rico During Disasters, Lauren C. Carter

USF Tampa Graduate Theses and Dissertations

COVID-19 and Hurricane Maria were both unprecedented disasters in Puerto Rico. Hurricane Maria caused of billions of dollars in damage and took thousands of lives in 2017, while COVID-19 challenged Puerto Rico’s already crippled healthcare infrastructure in 2020. In the literature, there were few studies that explored how compound disasters affect island nations, let alone in a hypothetical worst-case scenario of a major hurricane during a novel (pre-vaccine) pandemic. In this dissertation, I studied how such a compound disaster would impact travel behaviors of migrants from Puerto Rico to the US in three distinct studies. The first study analyzed the …


Analysis Of Ostds Failure Potential Due To Sea-Level Rise And Other Inundation Factors: An Integrated Geo-Spatial Analysis, Alec Colarusso Jun 2023

Analysis Of Ostds Failure Potential Due To Sea-Level Rise And Other Inundation Factors: An Integrated Geo-Spatial Analysis, Alec Colarusso

USF Tampa Graduate Theses and Dissertations

While many aspects of climate change are well-studied, the vulnerability of Onsite Sewage Treatment and Disposal Systems (OSTDS) to sea-level rise (SLR) has not been thoroughly examined despite the potentially significant environmental impacts, including nutrient and pathogen loading. Research gaps include the need to determine the suitability of models to predict groundwater inundation due to SLR and the consequent impact on OSTDS. As such, this study aims to compare Bathtub/hydrostatic and physics-based/MODFLOW/3D numerical modeling methods of simulating groundwater inundation from SLR to identify OSTDS vulnerability to failure due to a reduction in the height of the vadose zone (saturation or …


“I Don't Know Where The Lesbians Are”: Exploring Lgbtq+ Women’S Experiences Of Place And Community, Ashley M. Green Jun 2023

“I Don't Know Where The Lesbians Are”: Exploring Lgbtq+ Women’S Experiences Of Place And Community, Ashley M. Green

USF Tampa Graduate Theses and Dissertations

This dissertation examines LGBTQ+ women’s experiences of place and community in Central Florida. Through the use of in-depth interviews and virtual ethnography, I begin to answer the following questions: 1. To what extent does geographic location contextualize how LGBTQ+ women experience place and community?, 2. How do LGBTQ+ women within a similar geographic location utilize virtual spaces for the purpose of building community?, and 3. How are the intersections of gender, race, and sexuality significant to LGBTQ+ women’s experiences of place and community? This project provides a glimpse into the phenomenon of consuming community, which speaks to the ways in …


A Healthcare Claims Investigation Of Parasomnia Epidemiology, Associations With Attention Deficit/Hyperactivity Disorder, And Rem Sleep Behavior Disorder Correlates, Anh Thy Ha Nguyen Jun 2023

A Healthcare Claims Investigation Of Parasomnia Epidemiology, Associations With Attention Deficit/Hyperactivity Disorder, And Rem Sleep Behavior Disorder Correlates, Anh Thy Ha Nguyen

USF Tampa Graduate Theses and Dissertations

Parasomnias, such as sleepwalking and nightmare disorder, are abnormal behaviors and emotions emanating from sleep or wake to sleep transitions. Parasomnias can lead to significant adverse outcomes – sleepwalking can result in injuries and hospitalizations, frequent nightmares are associated with self-harm and suicidal thoughts, and rapid-eye movement (REM) sleep behavior disorder (RBD) is linked to neurodegeneration. Despite a history of fascination with abnormal sleep behaviors in the general and medical communities, epidemiologic understanding of parasomnias remains limited, in part due to their amnestic nature and presumption that they are benign childhood problems. This work used the MarketScan® Commercial Claims and …


Exploring The Risk Narratives Of Transgender People Engaged In Do-It-Yourself Hormone Replacement Therapy, Brianna Rae Cusanno Jun 2023

Exploring The Risk Narratives Of Transgender People Engaged In Do-It-Yourself Hormone Replacement Therapy, Brianna Rae Cusanno

USF Tampa Graduate Theses and Dissertations

This dissertation analyzed the risk narratives of transgender people engaged in do-it- yourself hormone replacement therapy. Transgender (trans) people, those whose gender identities and/or expressions defy normative constructions of gender, experience a variety of health inequities as a consequence of systemic oppression within U.S. society. Many of the health inequities observed in trans people can be traced to structural determinants, such as discrimination at home, work, and school that results in housing, food, and social instability. Yet, medical and public health researchers have often attributed trans health inequities to “high risk” behaviors in which trans people engage.

One such behavior …


Predicting Groundwater Spring Locations From Topographic And Climatic Data Using Maxent Modeling, Ayten Ece Koc Apr 2023

Predicting Groundwater Spring Locations From Topographic And Climatic Data Using Maxent Modeling, Ayten Ece Koc

USF Tampa Graduate Theses and Dissertations

The World Resources Institute reveals that 17 countries face extremely high levels of water stress. Moreover, with increasing population and industrialization, the gap between water supply and demand increases day by day around the world. Groundwater is a key freshwater source, and springs are important resources as they enable to access groundwater. Therefore, it is crucial to monitor, protect, and manage groundwater springs. The first step in spring management is to recognize and define freshwater resources and to determine the locations of groundwater springs that serve as natural discharge points. Traditionally, field studies have been employed to determine the locations …


Prepare For, Respond To, Recover, And Learn From Disasters: Using Data-Driven Methods To Model And Understand Disaster Resilience, Jinwen Xu Mar 2023

Prepare For, Respond To, Recover, And Learn From Disasters: Using Data-Driven Methods To Model And Understand Disaster Resilience, Jinwen Xu

USF Tampa Graduate Theses and Dissertations

Community resilience reflects the ability of human communities to prepare for, respond to, recover, and learn from disastrous events. Community resilience carries different meanings in different phases of disaster management (i.e., preparedness, response, recovery, and mitigation). With the emergence of new geospatial data sources, human activities now can be captured through social media, mobile signals, and nighttime illuminations, which makes it possible to describe the conditions among various communities before, during, and after disasters. Therefore, this dissertation explored the use of different types of geospatial data sources (social media, nighttime light remote sensing, land-use data, and census survey data) during …


Who Goes And Who Stays: Predicting Hurricane Evacuation For Local Neighborhoods, Shakhawat Hosen Tanim Mar 2023

Who Goes And Who Stays: Predicting Hurricane Evacuation For Local Neighborhoods, Shakhawat Hosen Tanim

USF Tampa Graduate Theses and Dissertations

To reduce the devastating impacts of hurricanes on people’s lives, communities, and societal infrastructures, disaster management would benefit considerably from a detailed understanding of evacuation, including the socio-demographics of the populations that evacuate, or stay, down to disaggregated geographic levels such as neighborhoods. A detailed household evacuation prediction model for local neighborhoods requires both a robust household evacuation decision model and individual household data for small geographic units. To address the first of these, this dissertation performed a statistical meta-analysis of numerous survey-based hurricane evacuation studies to establish mean effect sizes for predictors impacting the household decision. To address the …