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2026

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A Data-Driven Framework For Automation Readiness In Minnesota State University, Mankato Course Scheduling, Prisca Bongu Payanzo Maba Jan 2026

A Data-Driven Framework For Automation Readiness In Minnesota State University, Mankato Course Scheduling, Prisca Bongu Payanzo Maba

All Graduate Theses, Dissertations, and Other Capstone Projects

University course scheduling is one of the most complex optimization problems in higher education institutions. With universities growing in size and offering a broad spectrum of majors and disciplines, the number of possible course scheduling combinations increases exponentially, rendering traditional ways of scheduling ineffective.

Although operations research has extensively studied automated scheduling algorithms, there has been limited investigations into the organization readiness of academic departments to implement such systems. This paper offers a hybrid data science framework that assesses departmental readiness for scheduling automation.

The study combines qualitative Zoom interview data from 19 academic departments with institutional scheduling rules from …


A Kaleidoscope Of Sentiments, Emily Hartman Jan 2026

A Kaleidoscope Of Sentiments, Emily Hartman

English Senior Capstone

This is a Creative Writing portfolio with many different genres and themes.


Reflections On Linear B, (Part 15): Sign 81 In Linear A And The Egyptian Four-Headed Ram God, Gerald Leonard Cohen Jan 2026

Reflections On Linear B, (Part 15): Sign 81 In Linear A And The Egyptian Four-Headed Ram God, Gerald Leonard Cohen

Arts, Languages and Philosophy Faculty Research & Creative Works

This article makes several tentative suggestions, including:

1. Linear A sign 81 (antecedent of Linear B81) may be an abbreviated image (two heads) of the four-headed Egyptian ram god Banebdjedet, with the horizontal line designating his horns shifted downward to the middle of the character.

2. A few other Linear A characters (e.g., sign 305) may represent slight alterations of sign A81.

3. Linear A82 includes two sets of three short horizontal lines. Those might signify brightness, and in the case of Banebdjedet the brightness would be his wisdom.


Celebration Of Faculty Scholarship 2025, Olin Library Jan 2026

Celebration Of Faculty Scholarship 2025, Olin Library

Celebration of Faculty Scholarship

No abstract provided.


2025-2026 Book-In-Common Teaching Guide, Collin College Jan 2026

2025-2026 Book-In-Common Teaching Guide, Collin College

Book in Common

Introduction: Let's surround our students and community members this coming academic year with some common reading amongst the disciplines. 5 This year, we're reading Hua Hsu's Stay True. Not only is this book a Pulitzer-Prize winning memoir, but it's also a coming-of-age story about college life, friendship, music, identity, grief, race, 90's pop culture, philosophers, and technology. It's bound to be of interest to students as they, too, are encountering challenges of the day.


Genomic Surveillance: Your Dna Is Not Neutral, You Don’T Even Own It., Uri Kim Jan 2026

Genomic Surveillance: Your Dna Is Not Neutral, You Don’T Even Own It., Uri Kim

Mitchell Hamline Law Journal of Public Policy and Practice

No abstract provided.


Impact Of Oxidative Stress On Mapk Signaling In Human Pancreatic Ductal Cell Line, Alexis Fink Jan 2026

Impact Of Oxidative Stress On Mapk Signaling In Human Pancreatic Ductal Cell Line, Alexis Fink

Theses

The main processes linked to diabetes (type 1 or type 2) and obesity are impaired insulin production and glucose intolerance. The imbalance between antioxidant defense systems and oxygen-reactive species are known as oxidative stress. Understanding oxidative stress and its substantial effects on diabetes is crucial. Reactive oxygen species (ROS) can activate mitogen-activated protein kinases (MAPKs). We hypothesize that altered MAPK phosphorylation and hence downstream signaling is associated with changes in oxidative stress in the human pancreatic duct epithelial cell line (H6C7). While H6C7 cells are often engineered to be cancerous precursors, the natural phenotype of these cells and their expression …


Exploring Interpenetrating Networks Derived From Compostable Polymers In Separations, Hailey Holshouser Jan 2026

Exploring Interpenetrating Networks Derived From Compostable Polymers In Separations, Hailey Holshouser

Theses

The increasing demand for environmentally friendly and sustainable water treatment technologies drives the development of membranes that work to balance mechanical durability, tunable selectivity, and long-term stability. In this exploratory work, an interpenetrating polymer network (IPN) membrane system composed of poly(butylene adipate-co-terephthalate) (PBAT) and poly(2-hydroxyethyl methacrylate) (pHEMA) was developed to provide a more compostable and compatible platform for advanced separation applications. While the compostability of the entire framework was not tested, the dominant presence of PBAT in the matrix makes the membrane intrinsically favorable for composting. Mechanochemical Ionic Electrochromic Generators (IEGens) were synthesized and incorporated into the PBAT backbone for …


Effects Of Energetic State On Male Mating Preferences In Poeciliid Fishes With Differing Mating Strategies, Katherine E. Taylor Jan 2026

Effects Of Energetic State On Male Mating Preferences In Poeciliid Fishes With Differing Mating Strategies, Katherine E. Taylor

Theses

Reproduction is energetically costly, making condition (i.e., energetic state) a potential factor in shaping reproductive behavior. However, its role in male mate choice remains largely unexplored. Here, we investigate condition-dependent effects on male mate choice in two species of Poeciliids: one coercive species (Gambusia affinis) and one courting species (Xiphophorus hellerii). Diet treatments were used to manipulate male and female conditions, and male preferences were assessed in dichotomous-choice tests using animated female stimuli. X. hellerii males showed a preference for high-condition females, whereas G. affinis males showed no overall net preference. Diet influenced preference in G. affinis, with high-fed males …


2025 - 2026 Faculty Senate Annual Report, University Of South Carolina Jan 2026

2025 - 2026 Faculty Senate Annual Report, University Of South Carolina

Faculty Senate

The primary file includes the 2025 - 2026 Admissions Committee Report. Additional annual reports are attached.


Experience And Barriers In Pediatric Dysphagia Rehabilitation: A Quantitative Survey Study, François-Xavier Brajot, Ai-Ju Wu, Pao-Chuan Torng Jan 2026

Experience And Barriers In Pediatric Dysphagia Rehabilitation: A Quantitative Survey Study, François-Xavier Brajot, Ai-Ju Wu, Pao-Chuan Torng

Rehabilitation Practice and Science

Purpose: Despite an important need for health care services targeting pediatric dysphagia, there exist a number of barriers to doing so, including workforce competence. The current study surveyed practicing Speech-Language Pathologists to determine (1) the importance of pediatric dysphagia in their caseload, (2) the adequacy of existing educational resources, and (3) perceived barriers to providing quality care in Taiwan.

Methods: An anonymous survey was completed by Speech-Language Pathologists working in Taiwan. Responses were analyzed with respect to current work setting, experience, preparation, and perceived barriers.

Results: Survey results from 122 respondents indicated that the pediatric dysphagia caseload is unexpectedly low …


College Of Liberal Arts Faculty Bylaws 2026-2027 - Amended 09/2026), College Of Liberal Arts Faculty, Rollins College Jan 2026

College Of Liberal Arts Faculty Bylaws 2026-2027 - Amended 09/2026), College Of Liberal Arts Faculty, Rollins College

College of Liberal Arts Bylaws

No abstract provided.


Winter 2026, Southwestern Oklahoma State University Office Of Institutional Advancement And Alumni Jan 2026

Winter 2026, Southwestern Oklahoma State University Office Of Institutional Advancement And Alumni

Echoes from the Hill

From The Interim President

Fellow members of the SWOSU Community,

I have been grateful for the opportunity to serve Southwestern Oklahoma State University for nearly three decades. As the Spring 2026 semester gets underway, we welcome the opportunity to pause and reflect on what we have learned—and what we continue to achieve together.

The bonds formed among our students, faculty, and staff as we deliver high quality, affordable programs of instruction and training are deep and enduring. The Southwestern Spirit—marked by friendly cooperation, thoughtful inquiry, and hard work—gives SWOSU a distinctive strength and instills in our graduates a lasting sense …


Spring/Summer 2026, Southwestern Oklahoma State University Office Of Institutional Advancement And Alumni Jan 2026

Spring/Summer 2026, Southwestern Oklahoma State University Office Of Institutional Advancement And Alumni

Echoes from the Hill

From The President

SWOSU Community,

SWOSU is 125 years old this year, and 2026 has been an exciting year here on the Hilltop! We are gearing up for a great Fall Semester!

This issue of Echoes highlights the wonderful time we had in the Spring when our students, faculty, and staff joined donors, alumni, dignitaries, and community leaders from throughout Oklahoma and beyond for the dedication of the Jerry & Margaret Hodge Center for Pharmacy & Rural Health. The Center represents an innovative private-public partnership that will enable our university to graduate more healthcare professionals to meet the workforce needs …


Reply To: S. N. Katkuri Et Al. And H. Liu Et Al. On Early And Sustained Improvements In Sense Of Smell With Tezepelumab Treatment In Patients With Chronic Rhinosinusitis With Nasal Polyps (Waypoint), Joaquim Mullol, Joseph K. Han, Tanya M. Laidlaw, Claire Hopkins, Anju T. Peters, Oliver Pfaar, Martin Desrosiers, Stella E. Lee, Andrew P. Lane, Claudia Chen, Yun Chon, Sandhia S. Ponnarambil, Andrew Foster, Andrew W. Lindsley, Christopher S. Ambrose Jan 2026

Reply To: S. N. Katkuri Et Al. And H. Liu Et Al. On Early And Sustained Improvements In Sense Of Smell With Tezepelumab Treatment In Patients With Chronic Rhinosinusitis With Nasal Polyps (Waypoint), Joaquim Mullol, Joseph K. Han, Tanya M. Laidlaw, Claire Hopkins, Anju T. Peters, Oliver Pfaar, Martin Desrosiers, Stella E. Lee, Andrew P. Lane, Claudia Chen, Yun Chon, Sandhia S. Ponnarambil, Andrew Foster, Andrew W. Lindsley, Christopher S. Ambrose

Department of Otolaryngology (ENT) Faculty Publications

[Introduction] We thank Dr. S. N. Katkuri, Dr. H. Liu, and their coauthors [1, 2] for their interest in our recent publication describing the improvements in loss of smell symptoms with tezepelumab versus placebo in patients with uncontrolled chronic rhinosinusitis with nasal polyps (CRSwNP) in the WAYPOINT trial (NCT04851964) [3]. We are grateful for the authors' feedback on the clinical significance of the data presented and their appreciation of the consistency observed across a range of baseline clinical characteristic and demographic subgroups.


Early And Sustained Improvements In Sense Of Smell With Tezepelumab Treatment In Patients With Chronic Rhinosinusitis With Nasal Polyps (Waypoint), Joaquim Mullol, Joseph K. Han, Tanya M. Laidlaw, Claire Hopkins, Anju T. Peters, Oliver Pfaar, Martin Desrosiers, Stella E. Lee, Andrew P. Lane, Claudia Chen, Yun Chon, Sandhia S. Ponnarambil, Andrews Foster, Andrew W. Lindsley, Christopher S. Ambrose Jan 2026

Early And Sustained Improvements In Sense Of Smell With Tezepelumab Treatment In Patients With Chronic Rhinosinusitis With Nasal Polyps (Waypoint), Joaquim Mullol, Joseph K. Han, Tanya M. Laidlaw, Claire Hopkins, Anju T. Peters, Oliver Pfaar, Martin Desrosiers, Stella E. Lee, Andrew P. Lane, Claudia Chen, Yun Chon, Sandhia S. Ponnarambil, Andrews Foster, Andrew W. Lindsley, Christopher S. Ambrose

Department of Otolaryngology (ENT) Faculty Publications

Background

Loss of smell is a principal symptom of chronic rhinosinusitis with nasal polyps (CRSwNP), affecting health-related quality of life and posing a safety hazard.

Methods

WAYPOINT (NCT04851964), a phase 3, multicenter trial in adults with uncontrolled CRSwNP, randomized patients 1:1 to receive tezepelumab 210 mg or placebo subcutaneously every 4 weeks for 52 weeks. Changes from baseline in biweekly mean Nasal Polyposis Symptom Diary (NPSD) loss of smell item, University of Pennsylvania Smell Identification Test (UPSIT), and 22-item Sino-Nasal Outcome Test (SNOT-22) loss of smell/taste item scores, as well as anosmia (UPSIT score ≤18) prevalence, were assessed over 52 …


Use Of Tezepelumab For Chronic Rhinosinusitis With Nasal Polyps By Eosinophilic Endotype: Waypoint Post-Hoc Analysis, Shigeharu Fujieda, Nobuyoshi Otori, Joseph K. Han, Tadataka Yabuta, Claudia Chen, Claudio Marchese, Andrews Foster, Sandhia S. Ponnarambil, Yun Chan, Brian J. Lipworth Jan 2026

Use Of Tezepelumab For Chronic Rhinosinusitis With Nasal Polyps By Eosinophilic Endotype: Waypoint Post-Hoc Analysis, Shigeharu Fujieda, Nobuyoshi Otori, Joseph K. Han, Tadataka Yabuta, Claudia Chen, Claudio Marchese, Andrews Foster, Sandhia S. Ponnarambil, Yun Chan, Brian J. Lipworth

Department of Otolaryngology (ENT) Faculty Publications

Background

The phase 3 WAYPOINT study (NCT04851964) reported that tezepelumab improved outcomes in patients with chronic rhinosinusitis with nasal polyps (CRSwNP), including nasal polyp size, nasal congestion, and sinonasal symptoms, and reduced the need for surgery and systemic corticosteroids (SCS).

Objective

To evaluate the efficacy and safety of tezepelumab across Japanese Epidemiological Survey of Refractory Eosinophilic Chronic Rhinosinusitis-defined eosinophilic chronic rhinosinusitis (ECRS) subgroups.

Methods

Adults with severe CRSwNP were randomized to tezepelumab 210 mg or placebo every 4 weeks. Coprimary end points were the change from baseline to week 52 in total Nasal Polyp Score and the biweekly mean Nasal …


High Strain Rate Behavior Of Soft Polymeric Materials : Polymer-Bonded Explosive Simulants And Polyimide Aerogels, Benjamin Jeffrey Solomon Jan 2026

High Strain Rate Behavior Of Soft Polymeric Materials : Polymer-Bonded Explosive Simulants And Polyimide Aerogels, Benjamin Jeffrey Solomon

Theses

Soft polymeric materials exhibit strain sensitive behaviors and are used in various applications where dynamic loading conditions may be present, making understanding the responses at high rates vital to safe application. Investigation of the mechanical response of soft materials at high strain rates has proven challenging due to low forces, mismatching impedances, and longer times to obtain dynamic force equilibrium limiting the quality and accuracy of data acquisition. Two polymeric materials were evaluated in this study. The first is polymer-bonded explosive (PBX) 9501, which experiences dynamic loading during use as solid propellant and warhead explosive material. It is found that …


Discovering The Genes And Molecular Mechanisms Involved In Increasing The Expression Of The Gad Regulon In Escherichia Coli Resistant To Macrolide Antibiotics, Lea V. Freeman Jan 2026

Discovering The Genes And Molecular Mechanisms Involved In Increasing The Expression Of The Gad Regulon In Escherichia Coli Resistant To Macrolide Antibiotics, Lea V. Freeman

Theses

Various genes have been proposed to play a role in the action of indole, a bacterial hormone involved in biofilm and quorum sensing. Previous work found that E. coli strains carrying a macrolide-resistant mutation in the uL22 ribosomal protein reduce tna operon mRNA levels and, consequently, decrease indole production. This ribosomal mutation also increases expression of the gad regulon, a genetic unit involved in acid resistance at pH below 2. The gad regulon is involved in bacterial survival under environmental challenges, primarily regulating intracellular acid resistance, and its expression appears to depend on indole production. In this work, we work …


The Psychiatric Burden Of Hidradenitis Suppurativa: A Trinetx Analysis Of Sex-Specific Disparities In Mental Health And Medication Use, Emily Sheetz, Julia Feord, Collette Sholi, Parker Adams, Tamas Gal, Susan G. Kornstein, Arturo Saavedra Jan 2026

The Psychiatric Burden Of Hidradenitis Suppurativa: A Trinetx Analysis Of Sex-Specific Disparities In Mental Health And Medication Use, Emily Sheetz, Julia Feord, Collette Sholi, Parker Adams, Tamas Gal, Susan G. Kornstein, Arturo Saavedra

Department of Medicine Faculty Publications

Background:

Hidradenitis suppurativa (HS) is a chronic inflammatory skin condition associated with physical and psychological burden. Prior research has shown increased rates of depression and anxiety among individuals with HS; however, sex-based disparities in the prevalence of these mental health conditions in patients with HS remain underexplored.

Objective:

To evaluate sex-based differences in the prevalence of major depressive disorder (MDD), generalized anxiety disorder (GAD), and the prescribing of antidepressants and anxiolytics among patients with HS.

Methods:

Using the TriNetX database, we identified patients over the age of 18 who had a recorded diagnosis of HS. Propensity score matching based on …


Dietary Intake Of Micro- And Nanoplastics: Potential Adverse Gi Effects On Microbiome, Inflammation, And Neoplasia, Michael Saadeh, Gordon Hong, Sana Rabeeah, Priyata Dutta, Edward C. Oldfield, Iv, David A. Johnson Jan 2026

Dietary Intake Of Micro- And Nanoplastics: Potential Adverse Gi Effects On Microbiome, Inflammation, And Neoplasia, Michael Saadeh, Gordon Hong, Sana Rabeeah, Priyata Dutta, Edward C. Oldfield, Iv, David A. Johnson

Department of Medicine Faculty Publications

Micro- and nanoplastics (MNPs) are pervasive in food-contact environments and the human diet, positioning the gastrointestinal (GI) tract as the primary portal of entry and a plausible site of early biological effects. Human exposure is supported by detection of microplastics in stool and colon tissue, and emerging clinical studies report associations between fecal microplastic burden and GI disease states, including inflammatory bowel disease (IBD) and colorectal cancer (CRC). Preclinical studies provide mechanistic plausibility, reporting that ingested MNPs can modulate microbial ecology, alter mucus membrane integrity, increase intestinal permeability through changes in cellular tight junction biology, and induce inflammatory gene expression. …


Association Of Valvular Disease Progression Using Echocardiographic Findings In A Large U.S. Cohort, Abes A. Bautista Neughebauer, Amin Yehya, Raymond L. Benza, Deepak Talreja Jan 2026

Association Of Valvular Disease Progression Using Echocardiographic Findings In A Large U.S. Cohort, Abes A. Bautista Neughebauer, Amin Yehya, Raymond L. Benza, Deepak Talreja

Department of Medicine Faculty Publications

Background

The prevalence of valvular disease in the US is approximately 2.5%. Given that over 5 million Americans are affected, it is crucial to find those at higher risk of progression. The goal of this paper is to uncover which patients are more likely to have valvular disease progression using demographic factors, EKG and echocardiogram (ECHO) findings.

Methods

This paper utilized the EchoNext Database, which pairs 100,000 electrocardiograms and echocardiograms based on specific structural heart disease labels. Univariate and multivariate logistic regression were used to find risk factors for progression for aortic stenosis (AS), aortic regurgitation (AR), mitral regurgitation (MR), …


A Framework For Evaluating Riparian Climate Refugia In The Eel River Watershed, California, Farrah Tyler Jan 2026

A Framework For Evaluating Riparian Climate Refugia In The Eel River Watershed, California, Farrah Tyler

Cal Poly Humboldt theses and projects

Climate change is increasing the need to identify and protect landscapes that support biodiversity through both habitat connectivity and climate refugia. Climate refugia are areas that remain relatively buffered from regional climatic change, enabling species to persist despite shifting environmental conditions. Riparian ecosystems can function as both movement corridors and climate refugia, yet methods for identifying these features and understanding the environmental processes that sustain them remain limited. In California's North Coast region, the identification and conservation of watersheds that may serve as climate refugia for sensitive plant and animal species will be essential for long-term ecosystem management and conservation. …


Multimodal Late-Fusion Of Radiomics, Clinical Data, And Demographics Enhances Personalized Survival Prediction In Nsclc, Zarindokht Helforoush, Mohamed Jaber, Nezamoddin N. Kachouie Jan 2026

Multimodal Late-Fusion Of Radiomics, Clinical Data, And Demographics Enhances Personalized Survival Prediction In Nsclc, Zarindokht Helforoush, Mohamed Jaber, Nezamoddin N. Kachouie

Mathematics and System Engineering Faculty Publications

Backgrounds/Objectives: Non-small cell lung cancer (NSCLC) exhibits substantial prognostic heterogeneity that is not fully captured by conventional anatomical staging, highlighting the need for individualized risk assessment. Radiomics enables non-invasive characterization of tumor phenotype, yet high dimensionality and inter-feature correlations often limit model stability and interpretability. Methods: To address these challenges, we developed a multimodal late-fusion framework integrating radiomic, clinical, and demographic information to predict patient-specific absolute risk in the Lung1 cohort (N = 398). Radomic features (N = 107) were extracted from primary tumor volumes and refined using a Group Lasso–penalized Cox model, preserving biological coherence and producing a parsimonious …


Aquatic Habitat Use By Western Toads And American Bullfrogs In California’S Central Valley: Effects Of Local Habitat Characteristics And Landscape Composition, Kaitlyn Breana Hernandez Jan 2026

Aquatic Habitat Use By Western Toads And American Bullfrogs In California’S Central Valley: Effects Of Local Habitat Characteristics And Landscape Composition, Kaitlyn Breana Hernandez

Cal Poly Humboldt theses and projects

Drastic losses of historic wetland habitat in the California Central Valley have caused widespread population declines and extirpations of aquatic breeding amphibians. Efforts to restore wetland habitat have included private land, which represents 70% of land tenure in the Central Valley. Management of these restored wetlands is focused on waterfowl with the assumption that they will provide habitat for native herpetofauna. This study used combined surveys to test the assumption that restored wetlands on private land provide habitat for native amphibians with the western toad (Anaxyrus boreas) as a case study. The objectives were to use environmental DNA …


Examining The Physiological Stress-Reducing Effects Of Virtual Nature Exposure And Slow Breathing, Jesse Benefiel Jan 2026

Examining The Physiological Stress-Reducing Effects Of Virtual Nature Exposure And Slow Breathing, Jesse Benefiel

Cal Poly Humboldt theses and projects

In a time of excess stress, it is essential to examine accessible stress-reduction methods. Research has demonstrated that virtual nature exposure and slow breathing can independently reduce stress, but the literature is lacking with regard to their combined effects. The present study aimed to replicate independent effects of breathing and nature on stress and to test for potential effects, including whether their combination would produce an interaction effect. Using a 2 Environment (Natural v. Control) by 2 Breathing (Slow v. Normal) between-subjects design, 63 participants completed a modified color-word Stroop task to induce stress and were then exposed to either …


Species Boundaries Of The Rare Menzies’ Wallflower (Brassicaceae: Erysimum Menziesii), An Endemic Of The Northern California Coast, Cameron M. Jones Jan 2026

Species Boundaries Of The Rare Menzies’ Wallflower (Brassicaceae: Erysimum Menziesii), An Endemic Of The Northern California Coast, Cameron M. Jones

Cal Poly Humboldt theses and projects

Morphological similarity among geographically isolated populations can obscure deep evolutionary divergence, especially when convergent evolution under similar environmental conditions yields comparable phenotypes across independent lineages. Such cryptic diversity is likely underestimated in hotspots like the California Floristic Province (CFP), a global biodiversity hotspot, defined by its Mediterranean-like climate and encompassing most of California, southwestern Oregon, and northwest Baja California. The CFP is home to a disproportionate number of narrow endemics whose origins and evolutionary relationships remain poorly understood. Here, I investigate the evolutionary origins of Erysimum menziesii (Brassicaceae), a federally endangered California coastal dune endemic whose fragmented distribution has led …


Development Of The Core Lit Apparatus For Seaweed Hatcheries (Clash) Bioreactor Using A Germplasm Approach, Phillip O. Tahimic Jan 2026

Development Of The Core Lit Apparatus For Seaweed Hatcheries (Clash) Bioreactor Using A Germplasm Approach, Phillip O. Tahimic

Cal Poly Humboldt theses and projects

In comparison to the Asian aquaculture industry, the United States has minimal seaweed production. There are several drivers of the limited industry in the US, such as regulatory constraints and limited market demand, but the ability to scale is a considerable barrier to commercialization. One possible solution is the development of land-based systems that integrate bioreactors, which utilize fewer resources and do not wholly rely on an oceanic flow-through system. This study assessed the application of a modular bioreactor, known as Core Lit Apparatus for Seaweed Hatcheries (CLASH), as a nursery system and open-source project designed to expand land-based seaweed …


Land Cover Classification Using Optimized Imagery Resolution And Machine Learning Algorithms For A Long-Term Monitoring And Restoration Project, Jessica R. Suoja Jan 2026

Land Cover Classification Using Optimized Imagery Resolution And Machine Learning Algorithms For A Long-Term Monitoring And Restoration Project, Jessica R. Suoja

Cal Poly Humboldt theses and projects

Ecosystem services and functions are prone to water resource exploitation resulting in cascading effects that include decrease of biodiversity and loss of riparian vegetation, a keystone habitat in desert riparian ecosystems. Mono Lake is a prime example of overexploitation of water resources leading to legal action and eventually a legally mandated long-term monitoring and restoration project. Monitoring and restoration projects can benefit from techniques such as remote sensing and machine learning algorithms to generate accurate land cover classification maps for calculating land cover change over time. However, the spatial resolution of remote sensing imagery and the machine learning algorithms chosen …


Supporting Risky Outdoor Play Through Professional Development: A Quasi-Experimental Study Of Tk–6 Educators’ Attitudes, Justin Ross Burrill Jan 2026

Supporting Risky Outdoor Play Through Professional Development: A Quasi-Experimental Study Of Tk–6 Educators’ Attitudes, Justin Ross Burrill

Cal Poly Humboldt theses and projects

Children’s opportunities for active outdoor risky play have declined in many educational settings, despite evidence that manageable risk supports physical activity, self-regulation, confidence, resilience, and social participation. Educator attitudes and school culture may play an important role in determining whether children are offered developmentally appropriate opportunities for challenge, exploration, and autonomy. This quasi-experimental, single-group pretest-posttest study examined whether participation in a single-session professional development workshop was associated with changes in educators’ tolerance of risk in children’s play. Thirty educators attended a workshop focused on risky play, hazard-risk differentiation, inclusion of children with disabilities, loose-parts play, environmental affordances, and practitioner-informed implementation …