Digital Commons Network^™

An Understanding Of The Feeding Ecology Of Teleoceras Fossiger And Teleoceras Aepysoma Using Dental Microwear And Mesowear Analysis, Gabriel S. Goncalves

Master's Theses or Doctor of Nursing Practice

Teleoceras is a genus of rhinocerotids that belongs to the Tribe Teleoceratines and was widespread across North America from the late Early Miocene into the Early Pliocene. This genus was very successful, spreading across the continental United States from Florida and Tennessee to California and Washington state down to central Mexico and Honduras. Teleoceras is characterized by having a large, rounded chest cavity and short limbs with relatively high crowned teeth and lower incisors modified into tusk-like teeth. Initial ecological comparisons were made to the modern hippopotamus based on proportions of the chest cavity and its hypsodont dentition. Stable carbon …

Leaf Classification Using Convolutional Neural Networks And Vision Transformers, Louis Wilkie

ICT

This study investigates deep learning techniques for plant image classification using four publicly available datasets: Folio, Flavia, Swedish, and Sugarcane. Three modelling approaches—Convolutional Neural Networks (CNN), Vision Transformers (ViT), and hybrid CNN-ViT ensembles—are evaluated. Models leverage PyTorch implementations and pretrained weights from the Hugging Face hub, with hyperparameter tuning applied to optimize accuracy. Transfer learning with pretrained ViT models achieved the highest performance, attaining 100% accuracy on Folio, Flavia, and Swedish datasets, and 94.07% on Sugarcane. CNN and CNN-ViT models showed comparable results, but pretrained CNN-ViTs were more resource-efficient. The findings highlight the importance of evaluating multiple pretrained architectures to …

Evaluating Challenges And Solutions For Buckthorn Classification In Shadowed Environments, Moses Tangwam

Dissertations, Master's Theses and Master's Reports

Invasive species, such as buckthorns, pose significant ecological threats by displacing native vegetation and reducing biodiversity. This study examines the impact of shadows on the classification accuracy of buckthorns using drone-based multispectral imagery collected in a forested area near Michigan Technological University. Shadows impacted approximately 70% of the imagery, notably distorting reflectance in key spectral bands such as near-infrared (NIR) and red edge. The study evaluated vegetation indices like NDVI and the performance of machine learning models, specifically the Random Forest classifier, under these shadowed conditions. Conventional shadow correction techniques, including histogram normalization, Shadow Index (SI), and Inverse Distance Weighting …

Remote Education And Well-Being In Academia During (Post) Pandemic Times: Insights From Business Schools In V4 Countries, Agnieszka Brzozowska, Jana Kajanová, Michał Ludek, Kamila Matysová, Magdaléna Musilová, Norbert Sipos, Brigitta Szabó-Bálint, Aleksandra Wąsowska, Timea Venczel-Szakó, Jitka Volfová

Studia i Materiały Wydział Zarządzania Uniwersytet Warszawski

Purpose: The study aims to explore the dynamics shaping online education processes in the Visegrad countries (Poland, Czech Republic, Slovakia, and Hungary) during the transition to remote learning.

Design/methodology/approach: A qualitative study was conducted among 40 university students and 40 academic teachers from the four countries. The data analysis focused on identifying recurring patterns and challenges in online teaching and learning experiences.

Findings: The research revealed two negative cycles influencing online education. The first, called the cycle of declining engagement, shows how decreasing student engagement led to lower lecturer involvement, which in turn further reduced students’ motivation. The …

Donald Griffin, Cognitive Ethology, And Animal Life Histories, Walter Veit

Animal Sentience

Carolyn Ristau offers a stellar investigative biography of Donald Redfield Griffin and his influence on the science and philosophy of animal minds. This commentary focuses on his aim to study animal minds through an ethological lens—that is, by examining the evolved, adaptive functions of mental capacities and consciousness in natural environments, rather than confining research to controlled laboratory settings. I argue that, far from being romantic, this approach can be firmly grounded in modern life history theory.

Navigating The Endemic Era: Understanding The Carry-On Forces That Influence Business Travel Decisions, Cheuk Ki, Eliver Lin

Department of Hospitality and Business Management

The COVID-19 pandemic has significantly affected global trade, including business travel, despite its importance in promoting economic growth and innovation. This study investigated the factors that motivate companies and organisations to engage in business travel during the pandemic era, using data from 1948 decision-makers in the Asia Pacific region. The results showed that the significance of the trip and the demand of clients were critical influencers of business travel decisions. These findings address the research gap in explaining organisational travel decisions and behaviours and can help stakeholders in the aviation, hospitality, and tourism industries develop effective strategies to attract business …

Impacts Of Southern Pine Beetle (Dendroctonus Frontalis Zimmerman) On Loblolly Pine (Pinus Taeda L.) Canopy And Water Use In The Homochitto National Forest, Mississippi, Usa, Sasha Goodnow, Yun Yang, Hui Liu, Ashley Schulz

Endeavors: Mississippi State Undergraduate Research Journal

Abiotic and biotic forest disturbances can have many impacts to forest ecosystem services, including to forest water use. Studies on impacts to forest evapotranspiration have been conducted on the mountain pine beetle (Dendroctonus ponderosae) in western North America, but not on the southern pine beetle (Dendroctonus frontalis), which is a native pest of loblolly pine (Pinus taeda) and shortleaf pine (Pinus echinata), in the southeastern United States. Stressed pine trees produce pheromones that attract southern pine beetles and, with enough stressed trees, beetle populations can quickly grow to epidemic levels and attack healthy trees, which results in widespread tree mortality. …

Investigating The Presence Of Individuality And Behavioral Syndromes In Northern Cottonmouths (Agkistrodon Piscivorus), Joshua Lowy

Graduate Theses/Dissertations

Within the last 15 ̶20 years, research on behavioral syndromes has seen a surge in prominence and popularity in behavioral ecology, revealing that many animals exhibit individually consistent behavioral tendencies. Behavioral syndromes occur when behavioral traits are correlated with one another within the same context or across different contexts. Despite new appreciation for the ecological, evolutionary, and conservation implications of behavioral syndrome data, the taxonomic breadth of studies is uneven. Snakes are underrepresented within squamate reptiles and, among venomous species, only two rattlesnakes (Crotalus) have been investigated for evidence of behavioral syndromes. My study investigates individuality and the presence of …

An Integrated Data-Driven Framework For Coupling Upland Process Models And In-Stream Hydraulic Geometry Estimation, Ahmet Nazim Sahin

Electronic Theses and Dissertations

Large-scale watershed simulation platforms, such as the Agricultural Integrated Management System (AIMS), are essential for water resource management but are often limited by a critical lack of detailed in-stream channel data required for comprehensive river analysis. This study addresses this gap by developing and validating an integrated, data-driven framework that couples upland process models with in-stream hydraulic geometry estimation at a national scale. The research was executed through two complementary thrusts founded on the National Hydrography Dataset Plus (NHDPlus).

First, a geospatial workflow was developed to create NHDPlus-driven input files for the Annualized Agricultural Non-Point Source (AnnAGNPS) model—a tool for …

Assessing Genetic Diversity And Population Structure In The Imperiled Aconitum Reclinatum (White Monkshood), An Endemic Wildflower Of Central Appalachia, Diamanda A. Zizis

Master’s Theses

Aconitum reclinatum, white monkshood (Ranunculaceae), is a Pennsylvania critically imperiled plant species found in five states of the Appalachian region of the United States: Pennsylvania, West Virginia, Virginia, North Carolina, and Tennessee. This plant is adapted to cool, moist environments but faces threats from increasing habitat loss, deer browse, logging, and changes in rainfall and temperature associated with climate change. Comprehensive knowledge of A. reclinatum genetic population structure remains limited. To address this, we collaborated with Natural Heritage programs within the range of A. reclinatum to sample populations across the species distribution and generate a genotyping-by-sequencing data set of …

The Effect Of Sars-Cov-2 On Bacterial Diversity And Abundance In Community Wastewater, Joshua Lambert

Graduate Theses, Dissertations, and Problem Reports (ETD)

Severe acute respiratory syndrome corona virus 2 (SARS-CoV-2) enters human respiratory cells through binding of its spike (S) protein to the ACE-2 receptor, which is highly expressed in lung cells, but is also found in over 150 other cell types encompassing major organs including GI enterocytes. SARS-CoV-2 causes gut dysbiosis in infected individuals and patients with COVID-19 and also coincides with lower alpha diversity of the individual’s gut microbiome. Certain gut microbiome-associated genera are lower in abundance in COVID-19 patients including Lachnospira, Prevetolla, Roseburia, Bifidobacterium, and Faecalibacterium while genera such as Bacteroides, Enterococcus and Proteobacteria are increased during a SARS-CoV-2 …

Aspen Stands Enrich Bird Communities Following A Wildfire In A Montane, Mixed Conifer Forest, Cody Q. Lane

Graduate Student Theses, Dissertations, & Professional Papers

Fire is a major ecological force in most terrestrial systems, but the responses of animal communities to fire vary markedly across ecosystems due to variability in fire regimes and vegetation communities. Quaking aspen (Populus tremuloides) is unique within coniferous forests of western North America for its ability to regenerate following wildfire via vegetative resprouting. As managers employ techniques to restore fire regimes and conserve declining aspen forests, it becomes important to understand how aspen alters postfire communities. Our objectives were to (1) assess how aspen interacted with fire severity and years since fire to influence avian species and …

“Being Away From Everything”: Exploring The Importance Of Access To Nature For Individuals Living With Chronic Low Back Pain, Alexander Smith, Kayleigh Wyles, Patricia Schofield, Sam Hughes

School of Psychology

Chronic low back pain is a persistent and debilitating condition, and therapeutic outcomes in the long term are generally poor. There is growing evidence to support the ineffectiveness of ‘one-size-fits-all’ pharmacological approaches to pain management. To that end, alternative non-pharmacological therapies such as green social prescribing and time spent in nature are gaining popularity. But it is imperative to understand to what extent these potential interventions are viable by gaining a deeper insight into the lived experiences of the chronic low back pain community. The present qualitative cross-sectional study employed ten semi-structured interviews (9 women, M age = 50.1, M …

A Study Of Glyphosate, Pesticide Mixtures, And Metabolic Health Outcomes: Integrating Epidemiologic, Mechanistic, And Ecological Evidence On Environmental Drivers Of Metabolic Health, Sarah Otaru

Electronic Theses & Dissertations (2024 - present)

Glyphosate, the most extensively used herbicide worldwide, has become a ubiquitous environmental contaminant. Although initially considered safe due to its specific biochemical target in plants, emerging evidence suggests that chronic, low-level human exposure may disrupt metabolic processes. Simultaneously, the global rise in metabolic disorders such as metabolic syndrome (MetS), obesity, and type 2 diabetes, has created a pressing need to identify novel, potentially modifiable environmental contributors. This dissertation investigates the relationship between glyphosate and metabolic health through a triangulated framework that integrates individual-level epidemiological analysis, systematic synthesis of mechanistic evidence, and ecological evaluation of pesticide mixtures.

The first study employed …

Characterization Of Novel Hantaviruses In Paraguay, Ifebuche Nnamani

Theses and Dissertations (ETD)

The genus Orthohantavirus, is a group of tripartite, negative-sense RNA viruses of which some members are the etiologic agents for hemorrhagic fever with renal syndrome (HFRS) or orthohantavirus cardiopulmonary syndrome (HCPS) in the Old and New Worlds, respectively. Sampling of wild rodents for these viruses has increased our knowledge of their host range and continues to lead to the discovery of new orthohantaviruses species and strains. HFRS and HPS have case fatality rates of up to 15% and 40%, respectively. And in some years, morbidity rates of up to 100,000 cases can be reached, globally. The epidemiological evidence of human-to-human …

Machine Learning And Uass For Managing Autumn Olive (Elaeagnus Umbellata) On Reclaimed Surface Mines, Sean Michael Keane

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research introduces an innovative approach for managing autumn olive (Elaeagnus umbellata) on reclaimed surface mines through the integration of machine learning algorithms and unmanned aerial systems. The proliferation of autumn olive presents significant ecological challenges on disturbed landscapes, necessitating more efficient detection and control methods. This study evaluated Random Forest classification and deep learning approaches using the U-Net architecture for identifying autumn olive across four phenological stages using high-resolution imagery. The RGB U-Net model achieved F1-scores of 0.927, 0.912, and 0.871 for autumn olive detection during peak, late, and senescence stages respectively, outperforming both multispectral and vegetation …

How Does Restoration Affect Food Web Dynamics Within Quail Populations In The Mckinleyville Land Trust Dow’S Prairie Educational Wetland?, Taylor Shaw, Jesika Gonzalez, Lorilynn Acosta, Logan Blank, Zen Godinez, Amir Malikyar, Nanette Durbin, Nievita Bueno Watts

IdeaFest 2025

The McKinleyville Land Trust’s Dow’s Prairie Educational Wetland is a 2.55-acre endangered coastal prairie wetland in California, conserved in 2009. Restoration efforts with the Wiyot Tribe and U.S. Fish & Wildlife removed invasives and reintroduced native plants, but coincided with declining California quail (Callipepla californica) populations. This study establishes the first baseline conditions, using wildlife cameras and botanical surveys to assess quail habitat suitability, examining invasive removal, predation, and fragmentation impacts. Findings will guide adaptive management to balance biodiversity and restoration, while honoring the Baduwa’t Wiyot’s ancestral homeland.

How Fog Shapes Foraging: Quantifying The Behavioral Impacts Of Fog Exposure On Western Thatching Ants (Formica Obscuripes), Lucky Ng

IdeaFest 2025

This project investigates how fog influences the foraging behavior and activity levels of ants (Hymenoptera: Formicidae) in coastal northern California. By observing changes in foraging intensity and specific behaviors during foggy versus non-foggy conditions, this research aims to better understand how microclimatic factors like fog affect ant ecology. Findings may inform broader ecological studies on climate adaptation and the role of fog in shaping invertebrate behavior.

Firelog: An Open-Source, Low-Cost System For Temperature Logging During Wildland Fires With High Spatial And Temporal Resolution, Nipuna Chamara, Yufeng Ge, Sabrina E. Russo

Department of Agricultural and Biological Systems Engineering: Faculty Publications

Measuring flame, air, and soil temperatures during wildland fires, including wildfires and controlled burns in land management contexts, is crucial for research and applications in fire ecology, safety, and management in a wide array of ecosystems, from grasslands to forests. However, open-source and commercial systems are needed for measuring and logging flame and air temperatures that are user-friendly, economical, modular, and customizable. This paper details the design, development, and validation of the FireLog system. Laboratory validation experiments demonstrated high measurement accuracy, with a minimum coefficient of determination (R2) of 0.98 and the highest observed root mean square error (RMSE) of …

Lichen It: Optimizing Post-Fire Caribou Lichen Transplantation And Assessment, Elise Brown-Dussault

Theses and Dissertations (Comprehensive)

Caribou lichen species are common in mid- to late-seral boreal forests, serving as an important winter diet staple for boreal woodland caribou. However, as climate change causes boreal wildfires to increase in size, severity, and frequency, available tracts of mature forest are decreasing, diminishing the extent of mature caribou lichen stands. Caribou lichens reproduce vegetatively, so bigger and more severe fires could exacerbate their dispersal limitations, potentially extending the timeline for caribou lichen stand recovery beyond 80 years. Trials have shown that “transplanting” caribou lichen fragments into disturbed areas can lead to the establishment of caribou lichen mats; as such, …

Using Landscape Ecology And Spatial Statistics To Examine The Impacts Of Proposed Removals To Natural Heritage System And The Agricultural System Of Ontario’S Greenbelt, Brianna Downey

Theses and Dissertations (Comprehensive)

The 2022 proposed removals from the Greater Toronto Area (GTA), Southern Ontario’s Greenbelt would have resulted in negative impacts including, reductions to the size and functionality of the Agricultural System and Natural Heritage System, which are components of protected Greenbelt area. Several removal sites were located either on or in close proximity to corridor areas of the NHS, reducing connectivity and negatively impacting the surrounding ecological area. The removal of Agricultural land primarily consisted of corn and soybeans, as well as large removals of woodland, wetland, and shrubland class areas. The removal sites on local Agricultural composition and configuration were …

Carbon Dynamics Across The Mangrove-Tidal Flat Ecotone In A Tropical Seascape, E. S. Yando, I. J.B. Alemu, L. Kiah Eng, T. M. Sloey, M. Van Breugel, Bhatia N. Friess

Biological Sciences Faculty Publications

Mangroves and other blue carbon ecosystems are important for climate through the storage and sequestration of carbon. Most research estimates carbon dynamics by subsampling central portions of the ecosystem and are then upscales using habitat maps to patch, landscape, or regional levels. However, heterogeneity is rarely accounted for - particularly at edges. Further, adjacent tidal flat ecosystems have only recently been considered for carbon storage, but may be undervalued if areas where they transition with vegetated systems are not accounted for. To address the lack of information at coastal ecotones, we examined both soil carbon storage and carbon dioxide flux …

Enhancing Dengue Forecasting With Remotely Sensing-Derived Vector Proxies And Random Forest Models: A Case Study For Sri Lanka, Shuyu Ye

Public Health Theses

Dengue fever is a growing global public health threat, especially in tropical and subtropical regions such as Sri Lanka, where seasonal outbreaks impose recurring burdens on health systems. Accurate and timely forecasting of dengue incidence is essential for public health preparedness, yet most existing models suffer from key limitations: they rely on historical case trends without accounting for real-time ecological dynamics, and often require entomological surveillance data that is not consistently available. This thesis addresses these gaps by proposing a machine learning forecasting framework that integrates remote sensing-derived environmental proxies to estimate latent mosquito vector abundance.Using Principal Component Analysis (PCA), …

Prevalence And Correlates Of Antipsychotic Use Without An Indicated Diagnosis Among Long-Stay Residents In Nursing Facilities In Massachusetts, Hongyi (Sophie) Liu

Public Health Theses

Background: In 2012, the Centers for Medicare & Medicaid Services (CMS) implemented initiatives to reduce unnecessary antipsychotic medication use in elderly nursing home residents to ensure quality of care. While antipsychotic use among long-stay nursing home residents has decreased nationwide, Massachusetts still exceeds the national average and ranks 6th in the U.S. This study aims to evaluate and identify both facility-level characteristics and resident-level correlates of antipsychotic use without an indicated diagnosis among long-stay residents in Massachusetts nursing homes. Methods: The study examined 30,857 long-stay residents across 345 nursing facilities in CY2023, using data from the Minimum Data Set (MDS), …

Under-Five Malaria And Malnutrition Syndemic In Rajasthan, Nandini Sinha

Public Health Theses

Background: The syndemic of severe acute malnutrition (SAM) and malaria in under-five children in Rajasthan presents a critical public health challenge. Current SAM and malaria programs are implemented as siloed interventions despite the potential benefits of integrated approaches. A better understanding of the interactions between these factors is important to strengthen the delivery of integrated services.

Objective: This study investigates the relationship between under-five SAM and malaria infections at the block level in Rajasthan to inform targeted, integrated interventions. By running regression analysis, we will identify associations between these co-occurring health threats to guide state-level policy integration. To the best …

Tomatoes, Sea Cucumbers, And Ai. Conceptualizing A Casual Loop Diagram For Assessing Challenges And Opportunities Of The Urban Ocean, Elisa Fernández Ramos, Andrés Jaque Ovejero, Eva Hurtado Torán, Oz Sahin

Capítulos de libros

Could the combination of tomatoes, sea cucumbers, and AI be the glocal recipe for sustainable urban development systems? In this text, we review some of the implications of oceanic expansion, proposing an experiment to extract these and other conclusions that may help us realize its importance and the role of architects and urban designers in it. This research assumes that the coastline is fictitious, just like the boundary of cities that usually coincides with it. The city is part of the marine ecosystem and sprawls over it, primarily for productive purposes. Productivity models have shaped our cities since the beginning …

Assessing Ecological And Food Web Responses To Small-Scale Stream Restorations In Urban And Agricultural Streams, Sydney Mcandrews

Masters Theses

Urban and agricultural streams across the Midwestern United States are vulnerable to elevated pollution, eutrophication, habitat simplification, and losses of sensitive species. Instream habitat restoration is increasingly used to mitigate the impacts of rapid land-use change. This study synthesizes habitat and biological responses from a 2020 urban stream restoration in the Saline Branch (Urbana, Illinois) and evaluates food web responses from both the Saline Branch and a 2010 restoration in Kickapoo Creek (Charleston, Illinois), an agricultural stream. In the Saline Branch, four years of fish and three years of habitat and macroinvertebrate pre-restoration surveys were compared to three years of …

Impact Of Tobacco Control Policies On Socioeconomic Inequalities In Smoking Prevalence And Quit Ratios: An Ecological Study In The European Union (2009–2020), Ariadna Feliu, Esteve Fernandez, Irene Tamí-Maury, Cristina Martinez

Faculty, Staff and Student Publications

Background: Tobacco control efforts have succeeded in reducing smoking prevalence and increasing smoking cessation rates in the European Union Member States (EU27). However, the impact of these policies has been unequal across different income groups.

Methods: Ecological study with the country as unit of analysis. We used the Tobacco Control Scale (TCS) in EU27 in 2010 and the prevalence of smoking and quit ratios from the Eurobarometer surveys (2009, n=27 788; and 2020, n=28 288). We analysed the relationship between the TCS scores (2010) and smoking indicators and their relative changes (between 2009 and 2020) using scatter plots and multiple …

Beneath The Roots: Becoming Native Through Mangrove Teachings And Wisdom, Shima Aeinehdar

Theses and Dissertations

Beneath the Roots uses the wisdom of mangroves to investigate the naturalization of humans through science, spirituality, and storytelling. The seeds of Avicennia marina, the gray mangrove, drifted to Qatar at some point in history and took root, like so many other people here. The mangrove survives in a harsh saline environment through a unique salt excretion process. As a Qatar-born expat, I relate to this struggle to survive and nativize in a land that is both my own and foreign to me, in a cyclical conversation. I explore this nativization process through a ritual of salt extraction, creating botanical …

Developing Bioinformatics Expertise Through The Annotation Of The Gut Microbiome Of Odontotaenius Disjunctus, Keidra E. Carter

Theses and Dissertations

Next-generation sequencing (NGS) technologies have revolutionized biological research by generating unprecedented volumes of genomic data, necessitating advanced bioinformatics tools and specialized expertise to fully interpret complex microbial communities. This study outlines an integrated workflow to characterize the gut microbiome of the wood-feeding beetle Odontotaenius disjunctus. Prokka is employed for functional annotation to identify protein-coding genes and other genomic features, while Kaiju is used for taxonomic classification. DIAMOND is then applied to locate and validate the taxonomic assignments generated by Kaiju by aligning sequences within the contigs to a comprehensive protein database, proGenomes. Functional analysis revealed that the contigs encode proteins …