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Phosphorus Adsorption Capacity Of Volcanic Scoria, Easton Jeffrey Perkins
Phosphorus Adsorption Capacity Of Volcanic Scoria, Easton Jeffrey Perkins
Theses and Dissertations
Phosphorus (P) pollution in stormwater runoff poses a significant threat to water quality, contributing to eutrophication and ecosystem degradation. This research evaluates the potential of volcanic scoria (VSco), an abundant and cost-effective resource in Utah, USA, to influence P concentrations in urban stormwater systems. Batch adsorption experiments examined the behavior of VSco across three particle sizes—fine (<0.841 mm), medium (0.841–2 mm), and granular (2.38–9.5 mm)—under conditions mimicking stormwater scenarios. The results reveal that fine VSco exhibited higher adsorption efficiency than medium and granular sizes, achieving notable P removal at higher concentrations. However, at lower concentrations, fine VSco showed potential for P release due to desorption of pre-existing P. Medium and granular VSco showed minimal adsorption capacity and, in some cases, acted as P sources, highlighting a dual potential depending on stormwater conditions. Adsorption isotherms indicate that the adsorption behavior of fine VSco aligns with the Langmuir model, with a finite and relatively low adsorption capacity. Calculated distribution coefficient (Kd) values for fine VSco ranged from 0.04 to 0.005 L/g, indicating weak adsorption efficiency compared to materials like activated carbon (1–10 L/g) or soils with moderate adsorption capacity (0.1–0.5 L/g). Loss-on-ignition tests confirmed that VSco’s performance is driven by its physical and chemical properties, particularly its calcium content, rather than organic matter. The study emphasizes caution in applying fine VSco for stormwater remediation due to its potential to release P under typical runoff conditions. However, fine VSco may still be viable in specific scenarios where P levels are higher, such as in stormwater hotspots or localized areas with elevated concentrations, allowing for targeted remediation. The research underscores the need for further testing to refine VSco’s applications, particularly in low-impact development (LID) practices, such as infiltration basins and rain gardens, to effectively manage P levels while supporting ecological and aesthetic goals. These findings contribute to understanding the complex role of VSco in urban stormwater systems, offering insights for sustainable water quality management and nutrient cycling in urban landscapes.
Navigating Displacement: Jewish-Brazilian Identity In Lasar Segall's Encontro, Kendall Evonne Da Silva
Navigating Displacement: Jewish-Brazilian Identity In Lasar Segall's Encontro, Kendall Evonne Da Silva
Theses and Dissertations
Jewish-Lithuanian artist Lasar Segall's 1924 painting Encontro has historically been interpreted as representing Segall's integration and assimilation into Brazilian society. This reading, however, generally overlooks Segall's experience as an Eastern European Jew living in Brazil during the early twentieth century. In this thesis, I examine the influence of Segall's ethnic background on his art and investigate how Segall appropriates pardo identity in Encontro, not unproblematically, in an effort to convey feelings of alienation and exclusion. Along with looking at his visual art, my analysis incorporates my translations of Segall's essays on Jewishness, which shed light on his relationship to Judaism …
Ethnic Group Affiliation And Perceptions Of Ethnic Russians In Lithuania, Morgan Lindsay Hassell
Ethnic Group Affiliation And Perceptions Of Ethnic Russians In Lithuania, Morgan Lindsay Hassell
Theses and Dissertations
There are many factors that influence language acquisition and use, particularly in multilingual environments. The ethnic group affiliation (EGA) of speakers, or the degree to which a speaker identifies with their native language or culture, has been shown to have a significant impact on language use (Gatbonton, Trofimovich & Segalowitz 2009, Zabrodskaja 2015). EGA can also impact the judgments of and attitudes toward these speakers by others (e.g., Trofimovich & Turuševa 2020). Lithuania is a multilingual state with a complex political and linguistic history, particularly in relation to the Russian language and people. In this study, 150 native Lithuanians and …
Developing A New Liquefaction Ejecta Prediction Model Considering Soil Properties Of Non-Liquifiable Surface Layers Using New Large Database From The 2012 Emilia Romagna, Italy Earthquakes, Jonah Bradley Dundas
Developing A New Liquefaction Ejecta Prediction Model Considering Soil Properties Of Non-Liquifiable Surface Layers Using New Large Database From The 2012 Emilia Romagna, Italy Earthquakes, Jonah Bradley Dundas
Theses and Dissertations
The presence of a non-liquefied crust overlying a liquefied layer has been found to have a significant effect on sand ejecta and surficial liquefaction damage, as observed by Ishihara (1985). Following the 2010-2011 Canterbury seismic sequence in New Zealand, almost no foundation deformation occurred in areas with liquefaction susceptible soils overlain by at least a 3 meter thick crust [1]. In contrast, the 2012 Emilia-Romagna earthquake in Italy provided surface evidence of liquefaction despite 6+ meter thick crusts. Several researchers have proposed liquefaction prediction models [e.g. LPI [2], Ishihara Curves [3], LSN [4], LPIISH [5] and the methods proposed by …
Assessing Coincidence Of Satellite Acquisitions And Flood Events To Predict Suitability For Flood Map Synthesis, Lyle Dale Prince
Assessing Coincidence Of Satellite Acquisitions And Flood Events To Predict Suitability For Flood Map Synthesis, Lyle Dale Prince
Theses and Dissertations
Flooding is a global problem that impacts people, communities, and governments every year. Better understanding of flooding in an area can enable improved emergency response before a flood hits. Flood maps are a crucial tool to translate what for most is an abstract flow, into a more understandable and actionable representation of who and what are at risk. Satellite based flood maps are a useful tool that has potentially global applications. We developed methods to determine which areas are suitable for generating satellite-based synthetic flood maps. For our processes we used Forecasting Inundation Extents using REOF analysis (FIER): a data-driven …
Relations Among Academic Program Elements And Students' Sense Of Belonging, Rosemary Ashby
Relations Among Academic Program Elements And Students' Sense Of Belonging, Rosemary Ashby
Undergraduate Honors Theses
This thesis studies specific elements of an academic program and their relationship with students’ sense of belonging. To gather data, participants responded to a questionnaire that contained items designed to understand their experience in their major. The quantitative portion asked about the program elements (independent variables) and used the General Belongingness Scale to measure their sense of belonging (dependent variable). This also included questions that had participants report their perception of how each element affected their sense of belonging. The final item was open-ended and asked for their general thoughts on belonging in their program. The findings suggest that the …
Music Is My Language: Analyzing Autism Acceptance Within Communities, Cielo Bake
Music Is My Language: Analyzing Autism Acceptance Within Communities, Cielo Bake
Undergraduate Honors Theses
This thesis explores the intersection of music and romanticism, drawing upon the emotional expressionism of Romantic era composers, inspired by Romantic literature, such as Frederic Chopin and Franz Liszt as a vehicle for communication. The ultimate goal was to determine a way to bridge the neurodivergent and neurotypical gaps in connection, enabling a stronger community that values every member of its locale and allows for a sense of belonging. The format for this research is through a performance, comprised of a piano recital of Romantic Era music by Frederic Chopin and Franz Liszt and improvised original music with a speech. …
Detecting Multiple Paternity In Mule Deer Using Kinship Values, Madeline K. Martin, Brock Mcmillan, Paul Frandsen, Sydney Lamb, Randy Larsen
Detecting Multiple Paternity In Mule Deer Using Kinship Values, Madeline K. Martin, Brock Mcmillan, Paul Frandsen, Sydney Lamb, Randy Larsen
Undergraduate Honors Theses
Multiple paternity is an ecological phenomenon that plays an important role in reproductive dynamics and population genetics; the presence and rate of multiple paternity can shed light on reproductive behavior and the potential genetic effects of human management. Previous methods have estimated multiple paternity using genetic markers such as microsatellites, and require DNA from both parents and their offspring. However, evolving genomic technology promotes use of alternative genomic methods and acquiring paternal DNA from free-ranging animals is often difficult or impossible. We propose kinship values derived from single-nucleotide polymorphisms (SNPs) as a tool to predict multiple paternity. Calculating kinship values …
Discharge-To-Water Level Conversion Using Monthly Duration Curves (Dwl-Mdc): Enhancing The Utility Of The Geoglows Ecmwf Hydrological Model, Darlly Judith Rojas Lesmes
Discharge-To-Water Level Conversion Using Monthly Duration Curves (Dwl-Mdc): Enhancing The Utility Of The Geoglows Ecmwf Hydrological Model, Darlly Judith Rojas Lesmes
Theses and Dissertations
Flood early warning systems are crucial for disaster risk reduction strategies, enabling communities to take timely action against threats. However, the effectiveness of these systems depends on accurate and timely hydrological data, particularly river discharge and water level measurements. Unfortunately, many regions, face significant challenges in obtaining hydrological data, especially discharge data due to outdated rating curves, high equipment costs, and logistical constraints. Water level measurements, by contrast, offer reduced uncertainty and are often more accessible, providing an alternative for hydrological modeling in data-scarce regions. To address these limitations, we developed and validated the Discharge-to-Water Level Conversion Using Monthly Duration …
Effects Of Microbial Lipases On Parmesan And Feta Cheese Flavor Profiles, Erin N. Caswell
Effects Of Microbial Lipases On Parmesan And Feta Cheese Flavor Profiles, Erin N. Caswell
Theses and Dissertations
Lipolysis is crucial for cheese flavor development, as lipolytic enzymes convert fats into free fatty acids that enhance flavor. While Kid/Goat (KG) lipases are traditionally used in cheese production, microbial lipases like M. javanicus (MJ) and C. cylindracea (CC) provide vegetarian, cost-effective alternatives. This study compares the flavor, texture, and composition of Feta and Parmesan cheeses made with microbial lipases as a replacement for traditional lipase. Conventional cheese making techniques were used to make experimental batches of Feta and Parmesan cheeses using a standard KG lipase and two experimental lipases, CC and MJ, and comparing all three against a control …
Climate Change Impacts On Dryland Ecosystems, Tanner Tainui Aiono
Climate Change Impacts On Dryland Ecosystems, Tanner Tainui Aiono
Theses and Dissertations
Dryland ecosystems are some of the most prevalent ecosystems on Earth and have recently shown stress indicators from climate change. These water-limited systems are vulnerable to increases in temperature and changes in precipitation, especially when looking at carbon cycling dynamics across biological sol crusts and vegetation mortality patterns. This dissertation aims to 1) evaluate how precipitation dynamics, vegetation location, and microclimate conditions influence biological soil crust carbon conditions, and 2) evaluate how topographic influences drive patterns of plant mortality during prolonged drought on the Colorado Plateau. Using high-resolution monitoring of long-term NEE chambers, we found that intermediately disturbed biocrusts are …
The Impact Of Positive-To-Negative Teacher Interaction Ratio On Student Performance, Naomi L. Phillips
The Impact Of Positive-To-Negative Teacher Interaction Ratio On Student Performance, Naomi L. Phillips
Theses and Dissertations
Challenging behavior is a growing problem for teachers. Praise has been promoted as a positive strategy for addressing problem behavior. The ratio of praise-to-correction (positive-to-negative) may be important to the effectiveness of praise. A 4:1 ratio has been recommended as optimal to improve student performance. This ratio has never been experimentally tested. There is little known of the feasibility and social validity for maintaining a high positive-to-negative ratio. The purpose of this study was to evaluate the effect of a 4:1 positive-to-negative ratio (PNR) on problem behavior and academic performance of junior high students with an intellectual disability classification in …
Development Of Sensing Capabilities For Agricultural Robotics, Carter Noh
Development Of Sensing Capabilities For Agricultural Robotics, Carter Noh
Theses and Dissertations
Agricultural robotics is a rapidly growing industry with the possibility to revolutionize food production. Agricultural robots often require custom sensing solutions to perform specific tasks. Developing the appropriate sensing capabilities for an application is therefore an important step in the automation process. In this thesis I present two case studies in developing sensing capabilities for agricultural robotics applications. First, I introduce a sensor that can provide simultaneous measurements of force and position. The sensor was developed to enable high-throughput measurement of maize stalk stiffness on a robot platform. It uses multiple sets of strain gauges on a cantilever beam to …
Extracting Speech Content From High-Amplitude Background Machine Noise, Curtis L. Garner
Extracting Speech Content From High-Amplitude Background Machine Noise, Curtis L. Garner
Theses and Dissertations
The research presented in this dissertation aims to address the need for improved communication between heavy machinery operators and external personnel, aiming to improve safety and efficiency by overcoming the communication barriers posed by equipment noise and cab insulation. The primary purpose of this research was to develop a hands-free communication system that allows the operator to hear speech from outside the cab without requiring any personal communication devices like radios or headsets. Key objectives included effective speech extraction from ambient noise and accurate estimation of the location of the speaker. Operating without active user control, the system emphasizes clarity …
Design And Synthesis Of Bimetallic Catalyst And Multifunctional Peptide Catalysis For Organic Synthesis And Synthesis Of Proteolysis Targeting Chimeras (Protacs) For Sphk1 And Sphk2, Mariur Rodriguez Moreno
Design And Synthesis Of Bimetallic Catalyst And Multifunctional Peptide Catalysis For Organic Synthesis And Synthesis Of Proteolysis Targeting Chimeras (Protacs) For Sphk1 And Sphk2, Mariur Rodriguez Moreno
Theses and Dissertations
In the first part of this dissertation (chapters 1-4) we discuss the development of bimetallic and monometallic palladium complexes scaffolded on 2-phosphinoimidazole ligands and their application to cross-coupling reactions. Specifically, we discovered a bimetallic Pd(II) dimer that performs a tandem arylation/annulation reaction to produce naphthalene products from aryl iodides and ketones (Chapter 2). We then show that bimetallic Pd(II) and Pd (I) complexes have different activity in different transformations and that the starting oxidation state of our catalysts is important for reactivity (Chapter 3). For example, we demonstrate that our Pd(I) dimer is much more active in Buchwald- Hartwig amination …
Using Supervised Learning To Predict The Band Rank Of Braids, Juliana Moraes
Using Supervised Learning To Predict The Band Rank Of Braids, Juliana Moraes
Undergraduate Honors Theses
Supervised learning has emerged as a powerful tool for solving complex classification problems across various domains, including mathematical structures. In the realm of braid theory, an intriguing challenge involves determining the number of bands in a mathematical braid, which is crucial for understanding braid complexity and its applications. This thesis introduces an approach leveraging supervised learning to tackle this problem. Using different representations of a braid (namely braid words and Lawrence-Krammer representations), we train a supervised learning model to predict the number of bands in a given braid. The approach involves constructing a labeled dataset of braids with known band …
Normative Truth Under Metamodernism, Sam Taylor
Normative Truth Under Metamodernism, Sam Taylor
Undergraduate Honors Theses
This thesis elaborates on a metamodern framework for grounding normative truth. Metamodernism is an evolving approach in the humanities and social sciences that seeks to reconcile stable truth with the genealogical skepticism of postmodernism. I follow Jason Ānada Josephson Storm in arguing that virtue ethics presents fertile ground for metamodernism with respect to normative truth.
I extend Storm’s preliminary approach to this subject by comparing it with the work of two other scholars: Pierre Manent — an Aristotelian virtue ethicist who has become very popular among Christian political theorists — and Amy Allen — a postmodern-inspired, decolonial theorist. Manent has …
Applications Of Phosphorus Geochemistry To Utah Lake, Jacob Barry Taggart
Applications Of Phosphorus Geochemistry To Utah Lake, Jacob Barry Taggart
Theses and Dissertations
This compilation of studies provides an examination of phosphorus dynamics in the suspended solids, water column, and lakebed sediments of Utah Lake, a large, shallow, and phosphorus-rich water body. The first study introduces a novel phosphorus microfractionation (P-MF) method designed for small samples of suspended solids and sediments. This method reveals that suspended solids in Utah Lake can have a significantly higher phosphorus content across most fractions compared to lakebed sediments, highlighting the importance of considering suspended solids in nutrient management strategies. The second study analyzes historical phosphorus mass and concentrations, demonstrating that water column phosphorus levels have remained stable …
How Do Religious Women Cope With Marital Conflict And Hardship? Article 2, Elizabeth M. Lyman, Loren D. Marks, David C. Dollahite, Chelom E. Leavitt, Tamara M. Chamberlain, Christina N. Cooper
How Do Religious Women Cope With Marital Conflict And Hardship? Article 2, Elizabeth M. Lyman, Loren D. Marks, David C. Dollahite, Chelom E. Leavitt, Tamara M. Chamberlain, Christina N. Cooper
Faculty Publications
Frequent and unresolved conflict is a significant relationship risk factor for divorce, but it has also been shown that religion strengthens marriages, specifically in ways that give direction and motivation for couples in resolving marital conflict or other marital hardships. Thus, a study of how successful religious couples resolve conflict is pertinent in helping us better understand how to strengthen marriages and families. Our qualitative study of 113 highly religious women of diverse faiths and races found that women’s perceived relationship or connection with God reportedly impacted conflict resolution and coping with marital hardship. Results suggest greater reconciliation and unity …
Recommendations For Adapting Religious Materials For People With Aphasia, Allison Dahl
Recommendations For Adapting Religious Materials For People With Aphasia, Allison Dahl
Undergraduate Honors Theses
This study aimed to discover whether text adaptations for aphasia commonly applied to secular texts are also applicable to religious texts, as religious texts are often held in a special regard by religious people. This research included five participants with aphasia who consider themselves members of The Church of Jesus Christ of Latter-day Saints. These participants indicated preferences using a 7-point scale between paired samples of religious text formatted using common aphasia-friendly text adaptations. These quantitative data were analyzed for preference trends. Additionally, qualitative data were collected through semi-structured interviews focused on adaptation preferences as well as aphasia’s effects on …
Synthesis Of Glycan Antigens For Therapeutic Antibodies And Glycoconjugate Vaccines, Synthesis Of An Inflammatory Pentasaccharide, And Design And Synthesis Of Ceragenins For Use In Medical Devices And Osteomyelitis, Shawn Gubler
Theses and Dissertations
A promising approach in combatting infections from antibiotic resistant bacteria/fungi is using therapeutic monoclonal antibodies (mAbs) that can bind the outer surfaces of microbes. We have developed a synthetic vaccine platform that can rapidly generate mAbs against surface glycans from desired strains, such as lipopolysaccharides and capsular polysaccharides. To create therapeutic antibodies against Ruminococcus gnavus, Burkholderia multivorans, and Staphylococcus aureus, we synthesize glycan antigens from each strain that are necessary for use in our glycoconjugate vaccine platform. Blooms of the Gram-positive bacterium Ruminococcus gnavus have been correlated with inflammatory bowel disease, and recently a polysaccharide produced by this organism was …
The Learner's Experience Using Augmented Reality, Michael Lionel Atkinson
The Learner's Experience Using Augmented Reality, Michael Lionel Atkinson
Theses and Dissertations
Augmented reality (AR) is a promising learning tool that has the potential to improve learning experiences in unique ways. While AR has been extensively studied in terms of learning outcomes, relatively little has been researched about the qualitative aspect of the learner experience and how that may inform better instruction. This multi-article, journal-ready dissertation addresses this gap. The first article is a review of the literature on what researchers have learned about AR in learning, systematically identifying six areas that appear salient yet underrepresented in the literature. The second article expands further upon this theme by conducting a qualitative study …
Assessing Client Satisfaction In University Counseling: Factor Structure Of A Survey Developed For A Private, Religious-Affiliated Institution, Wai Man Cheng
Theses and Dissertations
This study examined the factor structure of a client satisfaction survey developed by BYU Counseling and Psychological Services (CAPS). The survey included (a) universal, (b) individual, (c) couple, and (d) group subscales. Only the universal and individual subscales were analyzed. The couple and group subscales were excluded due to limited sample sizes. For the universal subscale, the analysis supported a first-order model with three factors: (a) clarity, (b) cultural competence, and (c) progress. For the individual subscale, the analysis supported a second-order model. Three first-order factors including (a) symptom relief, (b) insight and awareness, and (c) guidance and coping skills, …
Raman Characterization Of Elastomeric Materials, Shane Michael Drake
Raman Characterization Of Elastomeric Materials, Shane Michael Drake
Theses and Dissertations
Raman spectroscopy is often used for material identification but may be used for characterization. This document focuses on using Raman measurements to characterize polymers, specifically the curing and aging mechanism for hydroxyl-terminated polybutadiene (HTPB). HTPB is a well-known elastomer used in sealants, non-slip surfaces, rocket repellants and plastic explosives. Raman spectroscopy was used to monitor urethane linkages that form from curing HTPB with a cyanate curing agent to suggest a curing mechanism for HTPB. Since this polymer is highly susceptible to oxidation, the methods used to characterize curing were also used for the aging process to see if urethane breakages …
Cellular Air Quality Sensors With Lora Backchannel A Robust Sensor Suited For Remote Deployment In Harsh Environments, Joseph R. Miera
Cellular Air Quality Sensors With Lora Backchannel A Robust Sensor Suited For Remote Deployment In Harsh Environments, Joseph R. Miera
Theses and Dissertations
Air quality significantly impacts health and overall quality of life, making its measurement essential. However, most affordable air quality devices are designed only for use within WiFi range and cannot handle extreme temperatures, limiting their usefulness for people in remote or extreme environments, such as regions with harsh winter climates. This limitation is concerning, as winter often brings worse air quality due to temperature inversions that trap pollutants and increase fuel burning for heating. Inversion is a problem as close to home as Utah Valley, and as far away as Ulaanbaatar, Mongolia. Most low-cost air quality sensors are not built …
The Effect Of Variable Learning Contexts On Novel Word Retention In Adults, Emily A. Badoni
The Effect Of Variable Learning Contexts On Novel Word Retention In Adults, Emily A. Badoni
Theses and Dissertations
This study investigated the impact of decontextualized learning on memory recall and retention within virtual reality (VR) environments. Forty-six healthy young adult participants, both male and female, were randomly assigned to either a consistent VR learning condition (n = 23) or a diverse VR learning condition (n = 23). Both groups were exposed to the same set of 30 nonwords and their definitions across three learning phases. The participants in the consistent condition remained in the same VR environment throughout the study, while the participants in the diverse condition experienced three different VR environments. Immediate and delayed post-tests were conducted …
University Department Chair Perceptions Of Open Access Journals And Open Textbooks, Rebecca Nicole Nissen
University Department Chair Perceptions Of Open Access Journals And Open Textbooks, Rebecca Nicole Nissen
Theses and Dissertations
This study investigated the perceptions of university department chairs regarding open access journals and open textbooks. It was conducted as a qualitative single case study analysis using semistructured, in-person, one-on-one interviews. The six participants interviewed are department chairs from a large, private university in the western United States. Five levels of coding were used with thematic codes drawing from the TAM2 model. Findings revealed participant perceptions on (a) personal values, (b) university mission alignment, (c) predatory journals, and (d) promotion and tenure. The results obtained from this study can inform and influence institutional change and can also help inform future …
The Effect Of Applied Mental Health Courses On College Student Anxiety And Perfectionism, Nathan Thomas Rhees
The Effect Of Applied Mental Health Courses On College Student Anxiety And Perfectionism, Nathan Thomas Rhees
Theses and Dissertations
University students face a variety of mental health challenges, including increasingly high rates of anxiety. As demand for college counseling services among student populations rises, universities have an increasing need for effective and resource-efficient methods of intervention that support student mental health on their campuses. One area in need of research is that of using university classes themselves as a form of preventive intervention. If effective, this kind of preventive measure might be a particularly attractive method of reducing incidence of mental illness on campus and decreasing demand on university therapy resources. This study involves students at a private university …
Securing Legacy Multivalue Pick Systems Modernized By Restful Web Service Apis, Jacob S. Lee
Securing Legacy Multivalue Pick Systems Modernized By Restful Web Service Apis, Jacob S. Lee
Theses and Dissertations
With more applications accessible on the Web, organizations with mission-critical legacy systems have had to find a way to stay relevant and competitive by modernizing with RESTful APIs. REST architecture, serving as a guideline rather than a strict protocol, offers significant advantages in terms of scalability, flexibility, and independence; however, its widespread adoption has also led to notable security vulnerabilities and weaknesses. Additionally, there is not one all-encompassing security testing methodology to follow when testing RESTful APIs. For this reason, a new security testing methodology was developed for legacy MultiValue Pick systems that implement the REST API component, MVConnect. The …
Precision Reclamation For Improving Mine-Land Reclamation Using Plant-Soil Chemical Analysis And Geospatial Technology, Haley Moon
Theses and Dissertations
The objective of this research was to assess plant-soil relationships and evaluate the use of multispectral drone imagery in predicting revegetation potential and soil properties at mine-land waste rock dumps. Field sampling of soils and vegetation was conducted, followed by Bayesian statistical significance tests and linear discriminant analysis (LDA) to determine key soil variables influencing plant communities. Results indicated that pH and electrical conductivity (ECe) were significant factors in the LDA and identified several plant communities that were associated with similar soil types. In parallel, regression analyses were employed to correlate multispectral drone imagery with soil characteristics and plant cover. …