Digital Commons Network^™

The Beauty Of Creation: God's Wonderful World, Joann Davidson

Lake Union Herald

No abstract provided.

Report On Assessing The Digital Preservation Landscape And Capacity Of Prrla Libraries, Pin Pin Yeo, Suqing Liu, Pimnapa Amaritworachai

Research Collection Library

This project evaluated the current state of digital preservation practices among PRRLA (Pacific Rim Research Libraries Alliance) member libraries. This report outlined the best practices and guidelines of the member libraries. The study involved a literature review to examine existing research and practices in digital preservation. A survey was designed to collect detailed information from PRRLA members, complemented by online interviews with selected institutions to gain deeper insights. The report has the key findings, successful strategies with some suggestions for sustainable development of digital preservation.

Echoes Of The Goddess: Reclaiming Power-Within In The Modern Workplace, Chloe E. Hanousek

Student Publications

This work examines gender inequality in the American workforce as part of a broader cultural system that consistently devalues care, embodiment, and relational labor. Rather than treating issues such as the wage gap or the motherhood penalty as isolated problems, it situates them within a historical pattern shaped by patriarchal power, medical dismissal, and the domination of nature. Through an interdisciplinary feminist approach, this work traces how the suppression of the feminine influences women’s working lives, health experiences, and relationships to their bodies. By connecting labor inequality to burnout, ecological harm, and the erosion of inner authority, it argues that …

Public Perception And Awareness Of Shark Nets In New South Wales, Drew Rosenfeld

Australia: Rainforest, Reef, and Cultural Ecology

Shark nets have been in use along the beaches of New South Wales since 1937, with the purpose of the nets to reduce human shark encounters near popular beaches. While the purpose of the nets is to protect personal safety, the nets also entangle and harm non target marine life. This study examined public perception and awareness of shark nets in NSW through a mixed method approach that utilized survey and interview data. In total, 201 surveys were administered on Bondi and Coogee beach. Five interviews were also carried out with key stakeholder groups. Results have shown that public perception …

Learning From The Roost: An Exploration Of Public Perceptions And Education Around Grey-Headed Flying Foxes At Centennial Parklands, Sydney., Gigi Pandole

Australia: Rainforest, Reef, and Cultural Ecology

Grey-headed flying foxes (Pteropus poliocephalus) have become a familiar feature of many Australian cities, and this visibility often prompts a mix of curiosity, uncertainty and concern. In Sydney, the long-term colony at Lachlan Swamp in Centennial Parklands brings thousands of visitors into close contact with the species each week. Some people respond with interest or appreciation, while others feel uneasy due to noise, smell or common misconceptions about disease. These everyday encounters raise an important question for conservation: how do people form their perceptions of flying foxes, and what role does education play in shaping coexistence in urban environments? This …

Urban Noisy Miner Populations And Vegetation Composition Hinders Small Bird Communities In Urban Sydney, Australia And Canberra, Australia, Libby Hennes

Australia: Rainforest, Reef, and Cultural Ecology

Increasing urbanization to prioritize habitats that are eucalypt dominant with poor understory density has resulted in an overabundance of the native honeyeater the Noisy Miner (Manorina melanocephala). Noisy Miners are incredibly aggressive, especially towards birds that are smaller than them. This is believed to have contributed to declining small bird populations in remnant woodland patches that are dominated by Noisy Miners. This same pattern was discovered in urban greenspaces across Sydney, Australia and Canberra, Australia during November 2025. Small birds were almost completely absent in sites in Sydney and small birds in Canberra had a strong negative correlation with the …

It's Alive! Comparing Wet And Dry Sclerophyll Revegetation In Wollemi National Park Following The 2019-2020 Bushfires, Bethany Hall

Australia: Rainforest, Reef, and Cultural Ecology

Wollemi National Park is part of the Greater Blue Mountains World Heritage Areas and contains many endemic plants and animals. Increasingly severe fires are threatening the area. This study aims to compare how dry and wet sclerophyll sites are recovering after the 2019-2020 Black Summer bushfires. We surveyed eight wet sites and nine dry sites that were burned early in the bushfires. Diameter at breast height (DBH) and resprouting vigor was measured to determine if and how well trees were recovering. Dry sites experienced higher resprouting vigor compared to wet sites. Wet sites had a higher number of unique trees …

Because I Care: The Effect Of Value Congruence And Compensation Scheme On Target Setting In Social Mission Organizations, Wioleta Olczak, Tyler F. Thomas, Dimitri Yatsenko

Accounting Faculty Research and Publications

Many organizations, including for-profit firms, seek to support a social mission. This study experimentally examines how superiors' value congruence and compensation scheme affect superiors' target-setting decisions in social mission organizations. We predict and find that more value-congruent superiors set higher targets for their subordinates than less value-congruent superiors to motivate

their subordinates to advance the organization's social mission. We also find that superiors set higher targets for their subordinates when compensated with performance-based pay rather than a fixed wage. We highlight the importance of superiors' value congruence with the organization's social initiatives and compensation scheme on their target-setting decisions. Organizations …

Disparities In Health Insurance And Delayed Care Among Hispanic Immigrants In The United States., Temitope Ayodele, Connor Fletcher, Kirk B Beredjiklian, Michael Valenzuela, Zane Mazur

Orthopedic Surgery Resident Research

BACKGROUND: Hispanic immigrants in the United States face persistent barriers to healthcare, including lower rates of insurance coverage and a greater likelihood of delaying care due to cost. Clarifying the independent effects of ethnicity and nativity on these disparities is essential to inform effective policy.

METHODS: We analyzed pooled data from the 2019-2023 National Health Interview Survey (NHIS), accessed through the Integrated Public Use Microdata Series (IPUMS). Primary outcomes were being uninsured and delayed medical care due to cost in the past 12 months. Key independent variables were Hispanic ethnicity and nativity (US-born vs. foreign-born). Covariates included survey year, age, …

Zero Textbook Cost Syllabus For Env 3070 (Agroecology), Benjamin Iuliano

Open Educational Resources

Our relationships with the food we eat are deeply personal, but also connect us to a wide array of people, plants, animals, and landscapes around the world. Encompassing a diversity of scholarly approaches, the field of agroecology seeks to understand the interactions among these components, draw attention to the consequences of our present industrial food system, and create the conditions for more sustainable and just futures. In this course, students will learn about the science, practice, and social movement of agroecology through lectures, course discussions, field trips, and hands-on activities.

Effects Of Provisioning On Two Species Of Rock-Wallaby (Petrogale Mareeba And Petrogale Assimilis) In North Queensland, Australia, Eve Oliker

Australia: Rainforest, Reef, and Cultural Ecology

Provisioning, the act of providing food, water, or shelter to wild animals, can lead to habituation, resulting in changes in behavior, abundance, and distribution (Newsome & Rodger, 2008). In North Queensland, a colony of Mareeba rock-wallaby (Petrogale mareeba) at Granite Gorge has been provisioned for over 45 years, mainly through direct hand-feeding, while a group of allied rock-wallaby (Petrogale assimilis) in Magnetic Island has experienced shorter and less consistent provisioning. This study investigated whether long-term provisioning causes more severe behavioral changes, higher aggression, and larger aggregation sizes. Approximately one week was spent observing each population. Scan sampling was utilized to …

Habits And Habitats: Activity Budgets Of Platypuses (Ornithorhynchus Anatinus) Across Varying Habitat Types And Environmental Conditions In The Hobart Rivulet, Wyatt Nowacek

Australia: Rainforest, Reef, and Cultural Ecology

The habitat preferences and activity budgets of platypuses (Ornithorhynchus anatinus) was recorded in the Hobart Rivulet in Hobart, Tasmania. Twenty-three sites were sampled for platypus presence over 21 days for a total of 784 surveys at various times between 6:00 and 20:00 during which current weather and river conditions were recorded. Fifty-eight platypuses were observed, and their behaviors were recorded in 15-minute periods for a total 5.86 hours of behavioral data. During observations the type and duration of their behaviors was recorded. The habitat assessment at the sites included factors that may impact platypus occurrence, behavior, or abundance such as …

Contradicting Effects Of Three Firefighting Chemicals On Batrachochytrium Dendrobatidis Infection, Naomi Meyers

Australia: Rainforest, Reef, and Cultural Ecology

The spread of Batrachochytrium dendrobatidis around the world has led to the decline of many species; however, Australian amphibian populations are especially vulnerable to the effects of the fungus. The combination of endemism, small geographical ranges, and a climate that supports fungal growth has led to the presumed extinction of 6 endemic species since the disease was first discovered. In addition to this fungus, amphibians are also facing pressure from the increasing prevalence of wildfires. As wildfires become more common and more destructive, scientists are rushing to find chemicals that aid firefighters in slowing down and reducing the intensity of …

Way Kambas National Park: The Human-Wildlife Conflict Success Story Still In Need Of Improvement, Eleanor Lefkowicz

Indonesia: Arts, Religion, and Social Change

This paper investigates the negative interactions between humans and animals in Way Kambas National Park of Sumatra, Indonesia, and the prevention and mitigation tactics the community utilizes. The numerous villages surrounding the National Park suffer from elephant activity damaging their farms, while the elephants are frequently harmed by poaching within the park. Participate observations and interviews concluded that the Way Kambas community responds to human-wildlife conflict with a collaborative effort by locals, government park police, and non-governmental organizations to both deter elephant presence outside of the park and poaching activity within the park, as well as to mitigate the negative …

The Imperative Of Regeneration: Exploring The Dimensions Of Tourism And Agriculture In Bali, Ava Whitney

Indonesia: Arts, Religion, and Social Change

This research centers on the impacts of mass tourism, development, and modernization on the landscape and culture of Bali and investigates regenerative alternatives in agriculture and tourism. Regenerative thinking offers a vision of travel and subsistence that preserves the ecology of the landscape and the integrity of Balinese culture. Organic farming and permaculture principles are traditional agricultural practices in Bali that have existed for generations, imbued with the Tri Hita Karana philosophy of Balinese Hinduism. Agriculture is a facet of Traditional Ecological Knowledge (TEK) that transmits ecological and cultural wisdom to future generations about how to relate to the natural …

Piping Up: Exploring Body Length And Density Metrics Of Dominant Pipefish Species Urocampus Carinirostris Across Spatially Distinct Sites In Moreton Bay, Qld, Leah Esser

Australia: Rainforest, Reef, and Cultural Ecology

The morphologically unique family Syngnathidae faces high levels of anthropogenic pressures in Moreton Bay Marine Park where seagrass beds, habitat to many syngnathid species, are increasingly vulnerable. Among these species, the pipefish Urocampus carinirostris is especially prevalent, making it a strong candidate as an indicator and model species. Threats to seagrass, including pollution and nutrient overload, largely stem from sources on the bay’s western banks. This study aimed to conduct a preliminary investigation of how U. carinirostris size, density, and site-level pipefish diversity compares across locations, with particular attention to differences between eastern and western sites. An exploratory comparison between …

Helping The Natural World Speak For Itself: Art's Role In Communicating Environmental And Sustainability Concepts In Sydney, Australia, Elizabeth Clark

Australia: Rainforest, Reef, and Cultural Ecology

Climate change and its broadening scope have made awareness of environmental issues, as well as ways to mitigate them, essential to securing our planet's future. Artistic venues, such as art galleries and even theatres, are becoming increasingly prominent in this conversation due to their ability to engage broad audiences and make scientific concepts more accessible. To understand the effectiveness of artistic efforts in science communication, it is necessary to assess the strategies by which both successful scientific venues, like zoos or natural history museums, and emerging artistic venues in science disseminate information. This project aimed to assess science communication strategies …

Blooming Questions: The Potential Impact Of The Ongoing Harmful Algal Bloom On Pinnipeds On Kangaroo Island, South Australia, Rose Cassidy

Australia: Rainforest, Reef, and Cultural Ecology

The ongoing harmful algal bloom in South Australia that began in March 2025, which resulted in over 106 marine animal mortalities across 550 taxa, was recently identified as having brevetoxins, which can harm marine mammals and human beings (Murray et al., 2025). This algal bloom is currently affecting Kangaroo Island, South Australia, a key habitat for the endemic Australian sea lion (Neophoca cinerea), as well as long-nosed fur seals (Arctocephalus forsteri) (Goldsworthy et al., 2021), (Goldsworthy and Shaughnessy, 1994). Because these pinniped species were observed eating algal bloom affected prey, previous research on other pinnipeds suggests that the subject pinnipeds …

The Endorsement Test’S Early Years, 1983–1985: Notes From The O’Connor Files, Jay Wexler

William & Mary Bill of Rights Journal

One of Justice Sandra Day O’Connor’s signature contributions to U.S. constitutional law was the endorsement test, a subtle but critically important reformulation of the Court’s then prevailing approach to applying the Establishment Clause that focused on the message sent by government action supporting religion and the potentially harmful effects of that message on religious minorities and the political community. Now that the current Court has discarded the endorsement test, leaving the government freer than ever to support religion in a variety of ways, we should expect to see the harms that Justice O’Connor cared about become increasingly widespread and prevalent. …

Justice In Colorado: Achieving Animal Plaintiffhood Through The State's Common Law, Mason Liddell

William & Mary Environmental Law and Policy Review

The common law of Colorado embraces all of the premises necessary to conclude that non-human animals are legal persons who may bring suits on their own behalf. All that is necessary is for a case to bring those premises together. The state endorses a Hohfeldian understanding of rights and duties, meaning the two concepts are necessarily corollaries. So, humans’ existing statutory duty to avoid being cruel to animals entails that those same animals have a right to be free from cruelty under state statute. Then, premised on a long line of legal philosophy and the state’s understanding of “legal personhood,” …

Fall 2025

La Louisiane

The magazine of the University of Louisiana at Lafayette.

Extreme Prison Sentences: Legal And Normative Consequences, Melissa Hamilton

Cardozo Law Review

The article examines the phenomenon of extreme sentences—defined as those exceeding 200 years—in the federal criminal justice system, raising critical questions about their rationale, proportionality, and alignment with traditional theories of punishment. Through an empirical study of 55 such cases, the analysis highlights the role of mandatory minimums, cognitive biases, and an exclusionist mindset in driving these sentences. It critiques the normalization of extreme penalties and their implications for mass incarceration, deterrence, and human dignity.

Delving Into Invisible Semantics For Generalized One-Shot Neural Human Rendering, Yihong Lin, Xuemiao Xu, Huaidong Zhang, Cheng Xu, Weijie Li, Yi Xie, Jing Qin, Shengfeng He

Research Collection School Of Computing and Information Systems

Traditional human neural radiance fields often overlook crucial body semantics, resulting in ambiguous reconstructions, particularly in occluded regions. To address this problem, we propose the Super-Semantic Disentangled Neural Renderer (SSD-NeRF), which employs rich regional semantic priors to enhance human rendering accuracy. This approach initiates with a Visible-Invisible Semantic Propagation module, ensuring coherent semantic assignment to occluded parts based on visible body segments. Furthermore, a Region-Wise Texture Propagation module independently extends textures from visible to occluded areas within semantic regions, thereby avoiding irrelevant texture mixtures and preserving semantic consistency. Additionally, a view-aware curricular learning approach is integrated to bolster the model's …

Stroke2sketch: Harnessing Stroke Attributes For Training-Free Sketch Generation, Rui Yang, Huining Li, Yiyi Long, Xiaojun Wu, Shengfeng He

Research Collection School Of Computing and Information Systems

Generating sketches guided by reference styles requires precise transfer of stroke attributes, such as line thickness, deformation, and texture sparsity, while preserving semantic structure and content fidelity. To this end, we propose Stroke2Sketch, a novel training-free framework that introduces cross-image stroke attention, a mechanism embedded within self-attention layers to establish fine-grained semantic correspondences and enable accurate stroke attribute transfer. This allows our method to adaptively integrate reference stroke characteristics into content images while maintaining structural integrity. Additionally, we develop adaptive contrast enhancement and semanticfocused attention to reinforce content preservation and foreground emphasis. Stroke2Sketch effectively synthesizes stylistically faithful sketches that closely …

Cross-Subject Mind Decoding From Inaccurate Representations, Yangyang Xu, Bangzhen Liu, Wenqi Shao, Yong Du, Shengfeng He, Tingting Zhu

Research Collection School Of Computing and Information Systems

Decoding stimulus images from fMRI signals has advanced with pre-trained generative models. However, existing methods struggle with cross-subject mappings due to cognitive variability and subject-specific differences. This challenge arises from sequential errors, where unidirectional mappings generate partially inaccurate representations that, when fed into diffusion models, accumulate errors and degrade reconstruction fidelity. To address this, we propose the Bidirectional Autoencoder Intertwining framework for accurate decoded representation prediction. Our approach unifies multiple subjects through a Subject Bias Modulation Module while leveraging bidirectional mapping to better capture data distributions for precise representation prediction. To further enhance fidelity when decoding representations into stimulus images, …

Teaching Diffusion Models To Ground Alpha Matte, Tianyi Xiang, Weiying Zheng, Yutao Jiang, Tingrui Shen, Hewei Yu, Yangyang Xu, Shengfeng He

Research Collection School Of Computing and Information Systems

The power of visual language models is showcased in visual understanding tasks, where language-guided models achieve impressive flexibility and precision. In this paper, we ex tend this capability to the challenging domain of image matting by framing it as a soft grounding problem, enabling a single diffusion model to handle diverse objects, textures, and transparencies, all directed by descriptive text prompts. Our method teaches the diffusion model to ground alpha mattes by guiding it through a process of instance-level localization and transparency estimation. First, we introduce an intermediate objective that trains the model to accurately localize semantic components of the …

Tactile Data Comics: Combining Step-By-Step Presentation Of Tactile Graphics With Verbal Narration For The Blind And Visually Impaired, Yang Jiao, Ruoting Sun, Rong Luo, Xiwen Yao, Xinran She, Kotaro Hara, Yuewen Zhang, Xinyi Fu

Research Collection School Of Computing and Information Systems

Tactile graphics on a refreshable display have proven effective in enabling visually impaired people to comprehend pictorial content. To further evaluate the effectiveness of refreshable tactile displays in blind education, we designed tactile data comics, a method that combines step-by-step presentation of tactile graphics with verbal narration. We conducted a user study with sixteen visually impaired students to compare tactile data comics against verbal-only and static tactile graphics. Our findings show that tactile data comics significantly improve participants’ comprehension and engagement during the learning experience. These empirical results suggest that the integration of refreshable tactile displays and tactile data comics …

Emoshortcuts: Emotionally Expressive Body Augmentation For Social Mixed Reality Avatars, Hyuna Seo, Youngki Lee, Rajesh Krishna Balan, Thivya Kandappu

Research Collection School Of Computing and Information Systems

We present EmoShortcuts1, a novel social Mixed Reality (MR) framework that enhances emotional expression by dynamically augmenting avatar body gestures to reflect users’ emotional states. While social MR enables immersive remote interactions through avatars, conveying emotions remains challenging due to limitations in head-mounted display (HMD) tracking (e.g., missing lower-body movements, such as stomping or defensive postures), and users’ tendency to deprioritize nonverbal expressions during multitasking. EmoShortcuts addresses these challenges by introducing an augmentation framework that generates expressive body gestures even when users’ physical movements are restricted. We conducted a formative study with 12 participants to identify key challenges in emotional …

Learn To Fly: Enabling Deep Learning Based Perception And Control In Aerial Robotics, Krishna Muvva

School of Computing: Dissertations, Theses, and Student Research

Uncrewed Aerial Vehicles (UAVs) are increasingly deployed in dynamic, GPS degraded, and cluttered environments, yet their autonomy remains fundamentally constrained by limitations in onboard perception and real-time control. This dissertation addresses these challenges by proposing a unified framework that co-designs deep learning-based perception and model-based control, organized around three core thrusts: Learn to Track, Learn to Localize, and Learn to Evade.

Learn to Track develops dynamic and adaptive perception control mechanisms that optimize CNN inference for target tracking. A control-aware CNN framework dynamically adjusts inference frequency based on UAV motion, reducing latency while maintaining visual lock. An adaptive CNN with …

Colony Collapse Disorder And How To Mitigate Losses, Axl Taylor

Department of Entomology: Distance Master of Science Projects

What is Colony Collapse Disorder?

The Role of Varroa destructor in CCD

Viruses and Their Role in CCD

Effects of Nosema in CCD

Habitat Destruction/Nutrition and Its Effect on CCD

Pesticides and their effect on CCD

Mitigating Causes of CCD

Colony Behavior, Social Resilience, and Monitoring

Integrated Management Approaches

Conclusion