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2025

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Postpartum Depression And The Relation To Maternal Sensitivity In The Context Of Infant Fear, Ainsley Richards Jan 2025

Postpartum Depression And The Relation To Maternal Sensitivity In The Context Of Infant Fear, Ainsley Richards

Electronic Theses and Dissertations 2020 - Present

The goal of this research was to examine if postpartum depression and maternal sensitivity are related, and how this relation manifests in mothers’ responses to their infants during unfamiliar mother-child interaction tasks compared to a routine interaction task. Participants included 55 mother-infant dyads. Dyads participated at one of three university sites across the United States. PPD data was collected from mothers when infants were 6 and 12 months old, while sensitivity data was taken when the infant was 12 months old. Results indicate that postpartum depression at 6 and 12 months is not predictive of maternal sensitivity within a non-clinical …


The Souls Of Black Ghosts: Centering Intergenerational Trauma Of Black Americans From Harriet Tubman To Beloved, Jasmine Mccray Jan 2025

The Souls Of Black Ghosts: Centering Intergenerational Trauma Of Black Americans From Harriet Tubman To Beloved, Jasmine Mccray

Electronic Theses and Dissertations 2020 - Present

Intergenerational trauma is being debated and researched in fields such as neuroscience and sociology, and yet many question whether one can genuinely feel the negative effects of a lived experience from a distant ancestor. This project aims to raise awareness on the attempts at erasing Harriet Tubman’s heritage through scholarship on her disability, and to highlight the presence of intergenerational trauma (as defined by Dr. DeGruy’s observations in Post-Traumatic Slave Syndrome) in Toni Morrison’s Beloved. I note the ripple effects of chattel slavery in the United States seen in the consciousness and unconsciousness of Black Americans within a …


Exploring Emotional Awareness Through Interactive Design, Mona Gandomkar Jan 2025

Exploring Emotional Awareness Through Interactive Design, Mona Gandomkar

Electronic Theses and Dissertations 2020 - Present

This research was inspired by my emotional journey after relocating to the United States. Navigating a new culture, language barriers, and unfamiliar routines brought a complex mix of emotions. These experiences led me to begin to better understand and manage my emotional responses. That process revealed the importance of emotional awareness and became the foundation for my exploration into how design can help individuals recognize and engage with their emotions more meaningfully.

Emotions are significant in human life, from social relationships to decision-making. However, many people fail to understand their emotions or how to control them. Individuals experience emotions differently, …


Meta’S Ai Bias To What Extent Do Meta's Algorithmic Processes For Classifying And Processing Information Related To Acts Of Racism Impact Fairness, Bias, And Social Justice Across Its Platforms?, Shanique Foster Jan 2025

Meta’S Ai Bias To What Extent Do Meta's Algorithmic Processes For Classifying And Processing Information Related To Acts Of Racism Impact Fairness, Bias, And Social Justice Across Its Platforms?, Shanique Foster

Electronic Theses and Dissertations 2020 - Present

Algorithmic processing and classification of racism-related content have become increasingly prevalent across Meta's platforms. While these algorithms aim to create safer online environments, their effectiveness and impact on fairness remain understudied. This research examines how Meta's algorithmic processes for classifying racist content affect fairness, bias, and social justice across Facebook, Instagram, and WhatsApp.

Using qualitative research methodology, the study conducted focus groups with diverse platform users to understand their experiences with content moderation. The research also analyzed theoretical frameworks related to algorithmic bias, fairness metrics, and social justice in digital spaces.

Key findings revealed significant variations in algorithmic effectiveness across …


The Politics Of Housing Exploitation Power, Resistance, And Compliance In Florida’S Post-Covid Affordable Housing Crisis, Annabelle Campbell Jan 2025

The Politics Of Housing Exploitation Power, Resistance, And Compliance In Florida’S Post-Covid Affordable Housing Crisis, Annabelle Campbell

Electronic Theses and Dissertations 2020 - Present

By the time of the 2022 midterm elections, housing affordability had become a prominent policy issue in Florida, as post-COVID economic conditions, including rising rents and inflation, heightened political attention and debate at the local level. Two counties—Palm Beach County and Orange County—became focal points of this debate, each introducing a ballot referendum offering divergent solutions to local housing affordability challenges. Palm Beach County pursued a market-driven approach, passing a $200 million housing bond to incentivize private-sector development, while Orange County attempted a regulatory intervention through a rent stabilization ordinance, directly challenging Florida’s dominant pro-growth housing framework.

This dissertation examines …


Education In Death: The Post-Mortem Life Of Academic Collections, Alexis Blanche Bunce Jan 2025

Education In Death: The Post-Mortem Life Of Academic Collections, Alexis Blanche Bunce

Electronic Theses and Dissertations 2020 - Present

Florida Atlantic University has a skeletal teaching collection made up of nine disarticulated individuals. Like other anatomical skeletal collections housed in universities, FAU’s collection has unknown origins. With the current shift in bioarchaeology, it is important to take any steps necessary towards a more ethical practice and properly answer for the unethical practices that led to countless collections being obtained without consent. Keeping proper documentation should always have been a necessity, but moving forward, instructors can introduce curation taphonomy forms into their routine documentation. I drafted and tested these forms on five of the nine skeletal individuals in FAU’s collection …


Assessment, Modeling, And Advanced Applications Of Marine Energy Systems, Sasha Ivana Fung Jan 2025

Assessment, Modeling, And Advanced Applications Of Marine Energy Systems, Sasha Ivana Fung

Electronic Theses and Dissertations 2020 - Present

Marine Renewable Energy (MRE) technologies, particularly Ocean Current Turbines (OCTs) and Ocean Thermal Energy Conversion (OTEC), offer promising pathways for sustainable power generation in tropical and subtropical regions. This dissertation presents a comprehensive investigation into the resource potential, modeling, hardware-in-the-loop (HIL) testing, and application-driven evaluation of these systems for green hydrogen production and offshore aquaculture.

A novel HIL testbed was developed using a dynamometer and OPAL-RT real-time platform to emulate OCT dynamics under measured ocean current conditions. This setup enabled advanced testing of variable-speed and blade-pitch control strategies. Coupled with a PEM electrolyzer model, the system achieved instantaneous hydrogen production …


Enhancing Seaport Resiliency With Unmanned Aircraft Systems, Traci Ann Johnson Jan 2025

Enhancing Seaport Resiliency With Unmanned Aircraft Systems, Traci Ann Johnson

Electronic Theses and Dissertations 2020 - Present

Seaports are essential for international commerce as they facilitate movement of cargo through global trade networks. Failure of a seaport to remain operational during a disruptive event, such as a natural disaster or security threat, not only affects that seaport and the economy it supplies but can have far reaching impacts on supply chains worldwide. Enhancing seaport resiliency is essential to maintaining functionality in the event of crises that pose a threat to trade continuity and economic stability. This research explores the efficacy of using Unmanned Aircraft Systems (UAS) to enhance resiliency building efforts in three case studies representing different …


Geospatial Methods For Interpreting And Managing Coastal Landscape Dynamics, Nithish Manikkavasagam Jan 2025

Geospatial Methods For Interpreting And Managing Coastal Landscape Dynamics, Nithish Manikkavasagam

Electronic Theses and Dissertations 2020 - Present

Coastal landscapes are dynamic interfaces shaped by natural forces and human activity, requiring precise, multiscale monitoring for effective conservation. This research investigates some of the coastal monitoring challenges related to shoreline erosion, terrain modeling, and mangrove species classification at the Jupiter Inlet Lighthouse Outstanding Natural Area (ONA), a 120-acre coastal preserve in southeast Florida. The first study applies conditional entropy and partial correlation to assess the relationship between shoreline retreat and environmental variables using UAS-derived shoreline data collected from 2017 to 2023. The second study enhances Digital Terrain Model (DTM) accuracy, a critical factor in erosion assessments, by applying RandLA-Net, …


Institutional Learning And International Student Enrollment: A Case Study Of Perceptions Of Practice, Debra Szabo Jan 2025

Institutional Learning And International Student Enrollment: A Case Study Of Perceptions Of Practice, Debra Szabo

Electronic Theses and Dissertations 2020 - Present

This dissertation examines the application of Peter Senge’s Learning Organization Theory at Florida Atlantic University (FAU), focusing on administrators' perceptions of institutional learning amid increasing international student enrollment. Higher education institutions must balance market-driven behaviors with collaborative learning environments as they navigate a competitive global landscape.

The study stresses the need to investigate institutional learning outcomes and the impact of rising international student enrollment on university policies, procedures, and organizational learning. It explores the relationship between espoused theories, strategic goals designated by FAU, and theories-in-action, which reflect actual practices in recruiting and supporting international students. By integrating Argyris and Schön's …


Naming Abilities In Aging Monolinguals And Bilinguals: Longitudinal Analyses Of The Multilingual Naming Test, Kyara Y. Velez Jan 2025

Naming Abilities In Aging Monolinguals And Bilinguals: Longitudinal Analyses Of The Multilingual Naming Test, Kyara Y. Velez

Electronic Theses and Dissertations 2020 - Present

Individuals who can speak more than one language may score lower than monolinguals on verbal naming tasks. The Multilingual Naming Task (MINT) is a 32-item assessment that is used at the Alzheimer’s Disease Research Center in the USA. This study looks at the impact of monolingualism and bilingualism on language abilities over three years in three clinical groups (cognitively normal, mild cognitive impairment, and dementia), using the MINT as a measure. The results show that bilingual individuals perform worse on the MINT than monolinguals at each time point, after controlling for demographic factors; however, there is no difference between language …


Investigating The Portrayal Of Native Americans In Florida’S K-12 Social Studies/History Textbooks: A Critical Content Analysis, Marisa Miceli Schnirman Jan 2025

Investigating The Portrayal Of Native Americans In Florida’S K-12 Social Studies/History Textbooks: A Critical Content Analysis, Marisa Miceli Schnirman

Electronic Theses and Dissertations 2020 - Present

Textbook bias is an enduring and contentious issue in the United States. U.S. textbooks have long been criticized for perpetuating bias and reinforcing dominant narratives that marginalize minority groups, such as members of Indigenous nations. This study confirms that biases continue to exist in textbooks and promote the harmful narrative that Indigenous peoples are people of the past. This narrative undermines the survivance (Vizenor, 1998), contributions, and very existence of Indigenous peoples. Using a critical lens, this content analysis examines the portrayal of Indigenous peoples in select fourth-grade, eighth-grade, and high school social studies and history texts used in Florida …


The Effect Of Political Ideology On The Persuasiveness Of Gainvs. Loss-Framed Climate Change Messages: Testing Competing Hypotheses, Sada Rice Jan 2025

The Effect Of Political Ideology On The Persuasiveness Of Gainvs. Loss-Framed Climate Change Messages: Testing Competing Hypotheses, Sada Rice

Electronic Theses and Dissertations 2020 - Present

Motivating climate change mitigation is a critical priority. This study examined how message framing (gain vs. loss) interacts with political ideology to influence persuasion. Two competing hypotheses were tested. The Regulatory Focus Fit Hypothesis predicted that liberals (promotion-oriented) would prefer gain-framed messages, while conservatives (prevention-oriented) would prefer loss-framed ones. The Differential Context Hypothesis predicted the opposite: liberals would respond better to loss frames due to alignment with threat-based media narratives, while conservatives would prefer gain frames due to lower reactance and perceived novelty. Messages were also tailored to match individual regulatory focus or the broader political context. Results did not …


Investigating Treatment Planning Parameters For Proton Arc Technique In Pencil Beam Scanning (Pbs) Proton Therapy, Umesh Rana Jan 2025

Investigating Treatment Planning Parameters For Proton Arc Technique In Pencil Beam Scanning (Pbs) Proton Therapy, Umesh Rana

Electronic Theses and Dissertations 2020 - Present

Proton arc pencil beam scanning (PBS) proton therapy is a novel approach to treating complex cancer in the field of radiation therapy. It provides conformal dose coverage to the CTV while reducing dose to healthy tissues. Unlike traditional proton therapy modalities, such as intensity-modulated proton therapy (IMPT), which primarily relies on static beam delivery, proton arc utilizes a rotational approach to irradiate the tumor from a multitude of angles, utilizing an arc of proton beams. The successful clinical implementation of proton arc PBS technology necessitates the development and validation of advanced treatment planning optimization algorithms and treatment planning techniques to …


Clinical Validation Of Delivery Analysis Software For Patient-Specific Quality Assurance Of Radixact (Tomotherapy) Treatment, Gagandeep Pama Jan 2025

Clinical Validation Of Delivery Analysis Software For Patient-Specific Quality Assurance Of Radixact (Tomotherapy) Treatment, Gagandeep Pama

Electronic Theses and Dissertations 2020 - Present

The primary objective of this study was to evaluate the patient-specific quality assurance (PSQA) performance for various disease sites treated with the Radixact machine using Gamma (γ) passing rate analysis (%GP) as per AAPM TG-218.

This study analyzed 22 PSQA plans executed on a Radixact machine using ArcCheck phantom and delivery analysis (DA) software. The %GP was calculated using a 3% dose difference (DD), a 2 mm distance-to-agreement (DTA), and a 10% threshold. A passing criterion of ≥95% was applied for PSQA evaluation.

The %GP was analyzed for all sites. The %GP (2D) on the ArcCheck phantom mean γ passing …


Gendered Violence And Identities: Exploring The Role Of Violence Against And Abductions Of Women In Cracking India And Lajwanti, Erin Mammel Jan 2025

Gendered Violence And Identities: Exploring The Role Of Violence Against And Abductions Of Women In Cracking India And Lajwanti, Erin Mammel

Electronic Theses and Dissertations 2020 - Present

This article argues that representations of women’s bodies as symbols of honor during the partition of India and Pakistan in Bapsi Sidhwa’s Cracking India and Rajinder Singh Bedi’s Lajwanti frame violence against these bodies, and forced conversions and marriages, as forms of dishonor among religious rivals within split territories, which attempt to uphold men’s nationalistic identities. Many scholars, such as Rachna Mehra and Rituparna Roy, have studied the displacement of recovered and rehabilitated women in these texts. There has been less scholarship, however, that explores gendered forms of violence with Hindu nationalist notions of masculinity. Through the lens of postcolonial …


Experimental Characterization Of Power Generation Of A Small Wind Turbine With Variable Ducted Geometry, Robert S. Gaudreau Jan 2025

Experimental Characterization Of Power Generation Of A Small Wind Turbine With Variable Ducted Geometry, Robert S. Gaudreau

Electronic Theses and Dissertations 2020 - Present

Wind turbines provide renewable energy but must be installed at suitable locations to maximize power generation. Applying duct geometry to wind turbines can increase output power, allowing for the integration into urban applications where space is limited, and visual pollution must be minimized. Therefore, the objective was to determine the change in output power for a wind turbine with variable area ducting comprised of a converging inlet nozzle and a diverging outlet diffuser. Parametric studies of 3D-printed models were conducted in a low-speed wind tunnel at 5 m/s to determine the optimal duct angle and area ratio with the greatest …


The Interaction Of Temporal And Structural Abstractions And Their Influence On Behavior, Ryan Gallagher Jan 2025

The Interaction Of Temporal And Structural Abstractions And Their Influence On Behavior, Ryan Gallagher

Electronic Theses and Dissertations 2020 - Present

The prefrontal cortex (PFC) plays a crucial role in complex behaviors such as planning, decision-making, and adaptive problem-solving, which require integrating new information over time. Research has shown that information related to these behaviors is organized along a hierarchical rostro-caudal abstraction gradient in PFC, with abstract information represented in rostral (anterior) regions and concrete relationships in caudal (posterior) regions. Abstraction involves generalizing information by emphasizing broader concepts over specific details and can be understood more specifically by the context its applied to. However, past studies often confound different forms of abstraction, making it unclear how these different types of abstraction …


Commissioning Of Electron Blocks In Monaco And Diode Correction Factors, Sadaa Alotaibi Jan 2025

Commissioning Of Electron Blocks In Monaco And Diode Correction Factors, Sadaa Alotaibi

Electronic Theses and Dissertations 2020 - Present

This work examines the Elekta Monaco TPS Monte Carlo electron beam dose calculation model for electron treatment planning. The primary goals are to commission electron blocks and establish correction factors for diode measurements with the use of ion chamber output as references, improving dosimetric procedures and adhering to the AAPM for clinically acceptable precision. Output factor measurements of diodes were compared to ion chamber OFs on a 6 MeV to 15 MeV Elekta Versa HD linear accelerator. TPS calculations were held on the Monaco TPS system. To balance the computational costs and accuracy of the solution, grid sizes of 2 …


Movie Genre Classification Using Script Texts, Michael Roman Cuomo Jan 2025

Movie Genre Classification Using Script Texts, Michael Roman Cuomo

Electronic Theses and Dissertations 2020 - Present

Genres are used to classify movies so that they can be grouped with others that have similar themes and structures. These classifications are categories created by humans. In the process of creating a movie, a script is often the first creation to write and share ideas about a topic. The script contains large amounts of text that is used to describe the dialog, setting and direction of the film. Although the script contains important information for the film, the amount of text can present a challenge for machine learning algorithms. Often in studies on film classification, if text is used, …


Interleukin-1 Type I Receptor Implicated In Emergence And Severity Of Generalized Tonic-Clonic Seizures In A Transgenic Mouse Model Of Adult-Onset, Progressive Epilepsy:, Tashi Dillon Jan 2025

Interleukin-1 Type I Receptor Implicated In Emergence And Severity Of Generalized Tonic-Clonic Seizures In A Transgenic Mouse Model Of Adult-Onset, Progressive Epilepsy:, Tashi Dillon

Electronic Theses and Dissertations 2020 - Present

Interleukin-1 β (IL- 1β) is a proinflammatory cytokine with proconvulsive properties that is elevated in epilepsy. The hippocampal dentate gyrus (DG) buffers hyperexcitability, and deficits in granule neuron gating contribute to epileptogenesis. Excess brain derived neurotrophic factor (BDNF) may drive hyperexcitable circuit assembly, promoting a seizure-producing breakdown of the gating function. We use a transgenic mouse model of forebrain BDNF (TgBDNF) overexpression that exhibit spontaneous generalized tonic/ clonic seizures (GTCSs) at ~3 months, which progress as evidenced by prolonged periods of post-generalized EEG suppression (PGES). This is accompanied by hippocampal hypertrophy and brainstem cell loss. A strain globally lacking IL-1 …


Personalized Persuasion In The Digital Age: A Data-Driven Approach To Effective Communication, Annye Braca Jan 2025

Personalized Persuasion In The Digital Age: A Data-Driven Approach To Effective Communication, Annye Braca

Doctoral

This thesis investigates the potential of Machine Learning (ML) to personalize persuasive marketing messages. It explores the identification of individuals receptive to specific persuasion techniques based on their psychometric profiles. By developing ML models that incorporate these profiles, the thesis aims to predict the impact of tailored messages and improve the effectiveness of marketing communication.


Capacity Building In The Irish Brewing And Distilling Sector For Raw Materials Utilisation, By-Products Management, And Environmental Impact Assessment, Ekene C. Umego Jan 2025

Capacity Building In The Irish Brewing And Distilling Sector For Raw Materials Utilisation, By-Products Management, And Environmental Impact Assessment, Ekene C. Umego

Doctoral

The Irish brewing and distilling sector has shown a consistent increase in number, production output, sales, and export value in the last decade. This has implications for raw materials requirements, assessment, and by-products management for the sustainability of the sector. As a result, the main aim of this research study was to evaluate the status of raw materials use and assessment within the Irish brewing and distilling sector, explore by-products management options and valorisation initiatives, and analyse the environmental impact of Irish whiskey production. The first approach was a survey study to collect data on major raw material inputs use …


The Detection Of Multiple Human Papillomavirus (Hpv) Types Through The Development Of An Isothermal Dna Amplification Assay, Lauren Powell Jan 2025

The Detection Of Multiple Human Papillomavirus (Hpv) Types Through The Development Of An Isothermal Dna Amplification Assay, Lauren Powell

Doctoral

Human Papillomaviruses (HPV) belong to the Papillomaviridae family, with over 200 known types classified into high-risk (HR-HPV) and low-risk (LR-HPV) groups based on their carcinogenic potential. While most HPV infections are asymptomatic and transient, persistent infection can lead to health issues, including cervical cancer. Given the high prevalence of HPV and its potential for malignant transformation, nucleic acid amplification assays have become a widely implemented tool for routine HPV testing. This study developed a real-time isothermal DNA amplification assay for the detection and differentiation of multiple HPV types. A universal primer set was designed to target a highly conserved region …


Decreasing Food Waste In Home Kitchens By Increasing Food Literacy, Thao Rich Jan 2025

Decreasing Food Waste In Home Kitchens By Increasing Food Literacy, Thao Rich

Student Publications

In a world that produces enough food for all of its occupants, a staggering amount of it bypasses empty stomachs and goes into landfills every day. There it sits in a plastic bag, which delays decomposition and increases the harmful greenhouse gas emissions. There are numerous reasons for the inequitable distribution of food ranging from politics to logistics, but the fact is that each person can make a dent in reducing their carbon footprint by simply reducing the amount of food they place in the trash each week. Food waste reduction is a small goal that requires no additional spending, …


Resource Guide To Evidence Based Practices For Children With Autism Spectrum Disorder, Guadalupe Cruz Jan 2025

Resource Guide To Evidence Based Practices For Children With Autism Spectrum Disorder, Guadalupe Cruz

Cal Poly Humboldt theses and projects

This project seeks to support new teachers who are in their first five years of teaching in the special education field using engaging and visually stimulating infographic tools. Through the analysis and review of evidence-based practices literature and NPDC training. This series of teacher-accessible resources compiles introductory information about 10 most commonly seen Evidence Based practices in the elementary special education settings. Through these resources, the goal is to increase informed decision-making among the IEP team, strengthen teacher confidence, and facilitate EBP implementation in the real-world setting.


An Assessment Of The California Logging Workforce, Kendra Jean Gerstenberg Jan 2025

An Assessment Of The California Logging Workforce, Kendra Jean Gerstenberg

Cal Poly Humboldt theses and projects

There is limited literature describing the capacity and capabilities of the logging workforce in California. This study examines the logging workforce in California to quantify the number of logging crews, assess demographic diversity, and evaluate capacity and capabilities. The target population was California Licensed Timber Operators (LTOs) who have the legal right to harvest timber. A survey was developed and distributed to LTOs on the CAL FIRE database. Surveys were also distributed at regional logging conferences or collected by phone. Data were analyzed using Statistical Package for the Social Sciences (SPSS) and emergent coding for follow-up interviews was conducted. There …


An Evaluation Of Fuel Model Accuracy And Multi-Scale Mitigation Strategies In The Wildland-Urban Interface Of Southern Humboldt County, Julia I. Cavalli Jan 2025

An Evaluation Of Fuel Model Accuracy And Multi-Scale Mitigation Strategies In The Wildland-Urban Interface Of Southern Humboldt County, Julia I. Cavalli

Cal Poly Humboldt theses and projects

Strategic placement of fuel treatments is critical for mitigating wildfire risk and reducing potential structure losses in wildland-urban interface (WUI) communities. As wildfire activity accelerates across the western United States, the need to identify high-impact fuel treatment locations grows increasingly urgent. Concurrently, housing development in the WUI is expanding, intensifying the exposure of homes and infrastructure to wildfire threats. In response, many communities are looking to mitigate the likelihood and severity of losses during wildfire events. The success of these efforts depends, in part, on robust data to support strategic placement of effective treatments that reduce fuel availability.

This study …


Factors Influencing Elk Road Crossing Behavior, Brielle Christine Jaglowski Jan 2025

Factors Influencing Elk Road Crossing Behavior, Brielle Christine Jaglowski

Cal Poly Humboldt theses and projects

Highways fragment habitat and can impose barriers to wildlife. Installing wildlife crossing systems creates opportunities for safe animal movement, improved human safety, and reduced property damage. Research identifying key zones of connectivity can aid in providing recommendations for locations of these systems and other tools to improve highway safety. Although elk-vehicle collisions occur broadly across northwestern California, factors associated with these highway crossing zones have not been studied in this region. To address this gap in research, the objective of this study was to evaluate how environmental and structural factors influence the probability of elk (Cervus canadensis) crossing US-101 in …


Snag Failure And Fuel Recovery Following Stand-Replacing Fire In The Klamath Mountains, Joseph R. Nicholas Jan 2025

Snag Failure And Fuel Recovery Following Stand-Replacing Fire In The Klamath Mountains, Joseph R. Nicholas

Cal Poly Humboldt theses and projects

High-severity wildfires can produce extensive patches of standing dead trees (snags), which later contribute to surface fuel loading and present a hazard as they decay and fall. In the Klamath Mountains of northwestern California and southwestern Oregon, recent increases in the occurrence of large stand-replacing wildfires have raised concerns about fuel and vegetation recovery trajectories, the likelihood of future fires, and resulting impacts to local communities. Nevertheless, the post-fire environment may offer opportunities to enhance ecological and community resilience. Estimates of snag failure and fuel loading can support land management planning and risk assessment following wildfire, though such work is …