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Articles 51481 - 51510 of 1824323
Full-Text Articles in Entire DC Network
Spectral Methods And Wavelets In Quantitative Finance Problems, Davood Damircheli
Spectral Methods And Wavelets In Quantitative Finance Problems, Davood Damircheli
Theses and Dissertations
This dissertation leverages advanced spectral methods and wavelet techniques to address complex quantitative finance models, enhancing the computation of financial derivatives and risk assessments. Building on foundational studies, this research extends these methods to broader, intricate financial contexts. The first section explores fractional-order generalized Chebyshev wavelets (FOCW) applied to fractional advection equations, relevant in both mathematics and physics. Using a regularized beta function to compute the Riemann-Liouville fractional integral operator, this study introduces a novel numerical scheme with robust accuracy, confirmed through error analysis and empirical tests. The second part examines the fractional Black-Scholes equations for option pricing under subdiffusive …
Considerations For Cottonseed Oil As A Feedstock For Renewable Fuels, John Elmore
Considerations For Cottonseed Oil As A Feedstock For Renewable Fuels, John Elmore
Theses and Dissertations
As the world population grows and the standard of living improves in developing countries, global energy demand will continue to rise, with energy use in the developing world expected to increase dramatically more than the per capita reductions in developed countries from efficiency improvements. Nearly a third of the total global energy demand is used for transportation, resulting in a substantial contribution to greenhouse gas (GHG) emissions. While the demand for energy rises, initiatives and regulations are underway to mitigate the amount of GHG emissions to Earth’s atmosphere. As efforts progress in industry, governments, and society to reduce the total …
Impacts Of Upgrading Gcc On The Srtuner Compiler Autotuning Algorithm, Jonathan D. Butterfield
Impacts Of Upgrading Gcc On The Srtuner Compiler Autotuning Algorithm, Jonathan D. Butterfield
Theses and Dissertations
An often-overlooked research gap is the applicability of research over time. The impact of updating the GNU Compiler Collection version was investigated for the SRTuner compiler optimization research. Versions 7 through 14 were tested using documented flags and recommended flag dependencies. Quality controls measured and enforced consistency across test runs and benchmarks. The performance of SRTuner was compared to a random control while the impact of enforcing flag dependencies was evaluated. The most influential flags were investigated by turning them off in isolation, but results were mixed. It was determined that enforcing flag dependencies resulted in improved performance, but the …
Responding To The Urban Canvas: Murals, Preservation, And Placemaking In Meridian, Ms, Katy Kemalyan
Responding To The Urban Canvas: Murals, Preservation, And Placemaking In Meridian, Ms, Katy Kemalyan
Theses and Dissertations
Public murals that depict elements of local culture and history are a creative placemaking tool increasingly used by preservationists invested in the revitalization of their historic districts. As this trend rises, it becomes necessary for preservationists to ask what should be painted, restored, or left alone? Research on public murals neglects Southern mid-sized towns, considerations of existing murals, and historic architecture used as substrates. Rectifying this omission and employing geographic surveys and stakeholder interviews, this study seeks to expand which genres of murals are considered for their creative placemaking value. Normally distinguished primarily by source in literature, community murals, ghost …
The Biology Of Green Antelopehorn Milkweed (Asclepias Viridis Walter) And Hemp Dogbane (Apocynum Cannabinum L.) And Response To Triclopyr Formulations And Other Auxin Herbicides, Kayla L. Broster
Theses and Dissertations
Studies were conducted in Oktibbeha and Clay Counties in Mississippi to determine the response of green antelopehorn milkweed and hemp dogbane to triclopyr and other auxin herbicides in non-cropland areas. These studies were conducted at four locations with well established populations for each species throughout 2020 to 2023, with applications repeated at each location the following year if populations persisted. Treatments included a high and low rate of each herbicide studied, with all four triclopyr formulations included for both species. Injury response data were collected two and four weeks after treatment and population density data were evaluated using individual stem …
Rapid Kinetic Fluorogenic Quantification Of Malondialdehyde In Ground Beef, Keshav Raj Bhandari
Rapid Kinetic Fluorogenic Quantification Of Malondialdehyde In Ground Beef, Keshav Raj Bhandari
Theses and Dissertations
Presented herein is rapid kinetic fluorogenic method to quantify malondialdehyde (MDA) in ground beef, utilizing 2-thiobarbituric acid (TBA) as the fluorogenic probe. This assay significantly shortens the total analysis time, from sample preparation to data acquisition, to just six minutes presenting a major advancement over traditional methods that typically require two hours and multiple instruments. The assay’s robustness against matrix interferences was validated using sample volume variation and standard addition calibration methods. Additionally, the effects of ambient exposure to air, washing, and cooking on MDA content in raw ground beef were quantified. While both ambient exposure to air and cooking …
Spatiotemporal Ecology Of Mycobacterium Ulcerans And Mycolactone Functions In French Guiana And Southeastern United States Aquatic Environments, Magdalene Dogbe
Spatiotemporal Ecology Of Mycobacterium Ulcerans And Mycolactone Functions In French Guiana And Southeastern United States Aquatic Environments, Magdalene Dogbe
Theses and Dissertations
Mycobacterium ulcerans, the causative agent of Buruli ulcer, produces mycolactone, a polyketide toxin traditionally studied for its role in human pathogenesis. This dissertation presents a comprehensive spatiotemporal analysis of M. ulcerans and mycolactone producing mycobacteria (MPM) ecology in the Americas and also reveals mycolactone's role in the environment as a microbial community regulator. Through comparative studies in French Guiana (endemic) and the southeastern United States (non-endemic), combined with experimental microcosm investigations, this research contributes to environmental pathogen ecology understanding. Environmental surveillance across 2,226 samples from French Guiana revealed complete MPM restriction to freshwater environments, with zero detections from 1,226 coastal …
Small Area Estimation Methods For County-Level Forest Biomass Estimation, Pratyush Dhungana
Small Area Estimation Methods For County-Level Forest Biomass Estimation, Pratyush Dhungana
Theses and Dissertations
We evaluated small area estimation (SAE) methods for county-level forest biomass across four Forest Inventory and Analysis (FIA) regions in the contiguous United States using the coefficient of variation and relative root mean squared error. The Standard Fay–Herriot (FH) model was compared with multivariate, spatial, and measurement-error extensions, while the unit-level Battese–Harter–Fuller (BHF) model was compared with mixed-effects random forests (MERF) with auxiliary data from remote sensing. Spatial FH improved precision when spatial dependence was strong; otherwise, Standard FH was more reliable. All FH models were effective with fewer than 100 plots. Measurement-Error FH produced more accurate estimates than FIA …
Advancing Equity In Adolescent Mental Health: A Literature Review And Telehealth Program Design For School-Based Access, Renatta Lindsey
Advancing Equity In Adolescent Mental Health: A Literature Review And Telehealth Program Design For School-Based Access, Renatta Lindsey
Theses and Dissertations
Adolescents in the United States (U.S.) are experiencing a mental health crisis, with disproportionately high prevalence rates among marginalized youth. Approximately 1 in 5 adolescents are diagnosed with a mental, emotional, or behavioral condition (Panchal, 2024; Sappenfield et al., 2024). Yet, an estimated 40% (1.8 million) of adolescents aged 12-17 who experience a major depressive episode did not receive treatment (Substance Abuse and Mental Health Service Administration, 2024). This project examines existing barriers that hinder access to care for this population. While schools are the most common settings for adolescent mental health supports, more than half report difficulties with meeting …
Leveraging Google Earth Engine For Computationally Efficient Pixel-Level Analysis And Vector Delineation From Satellite Data., Rishita Garg
Leveraging Google Earth Engine For Computationally Efficient Pixel-Level Analysis And Vector Delineation From Satellite Data., Rishita Garg
Theses and Dissertations
Analyzing large-scale, high-resolution satellite imagery is a computationally intensive task requiring time and computing resources. This can be accelerated using cloud computing platforms such as Google Earth Engine (GEE) where computational and storage requirements can be scaled based on demand. However, cloud-based platforms for processing high-resolution imagery remain underutilized in environmental applications such as agriculture, and forest health. This thesis explored the application of GEE to two geospatial problems in agricultural conservation and disease mapping in forestry: 1) Extraction of agricultural field boundaries from Sentinel-2 satellite imagery, for use in conservation, precision agriculture, land management, and organization, etc., and 2) …
Complex-Valued Structured Parameterized Learnable Filter Banks For Time-Frequency Domain Based Classification, Sabyasachi Biswas
Complex-Valued Structured Parameterized Learnable Filter Banks For Time-Frequency Domain Based Classification, Sabyasachi Biswas
Theses and Dissertations
Most conventional radar-based classification methods, including human activity recognition (HAR) and modulation recognition, rely on computationally intensive two-stage processes involving time-frequency (TF) transformations, such as the short-time Fourier transform (STFT), to generate micro-Doppler signature (��-Ds). These ��-Ds are then classified using deep neural network (DNN), a method introducing significant temporal latency and limiting real-time applicability. To overcome these limitations, this dissertation proposes a novel complex-valued Deep learning (DL) framework employing structured parameterized learnable filter (PLF) banks, enabling direct classification from raw radar data. The research first introduces high-resolution spectrogram network (HRSpecNet), a deep learning model designed to reconstruct high-resolution ��-Ds …
Validation And Efficacy Of A Novel External Ankle Support Device For The Prevention Of Lateral Ankle Sprains, Sally Kennon Barfield
Validation And Efficacy Of A Novel External Ankle Support Device For The Prevention Of Lateral Ankle Sprains, Sally Kennon Barfield
Theses and Dissertations
Ankle sprains are a common injury in sports and in life and can lead to debilitating consequences if not managed properly. Current prevention methods are limited to bracing or taping of the ankle. While these methods have been shown to help in mitigation of ankle sprains, associated issues such as performance decrements and discomfort have been noted in the currently available literature. The BetterGuards is a novel external ankle support that has been touted as the key to the issues presented by more traditional prevention methods. The purpose of this study was to determine both the effectiveness of the BetterGuards …
Space Utilization Optimization, Troy D. Rockwood
Space Utilization Optimization, Troy D. Rockwood
Theses and Dissertations
Outer space is a crucial and increasingly leveraged resource for advancing human quality of life; however, its utility is constrained by inherent physical and spectral limitations. This thesis examines two distinct resource optimization problems critical to the sustainable development of space. The first part of this work addresses the optimization of physical orbital space. Unlike a terrestrial resource, mismanagement of this orbital space can lead to a runaway cascade of collisions, destroying the utility of entire orbital regimes. This thesis proposes a conjunction metric to quantify orbital capacity based on Keplerian parameters. We develop a computational tool to measure and …
A Tale Of Four Cities: The Effect Of Job Specialization On Employee Turnover Within Mississippi’S Local Police Departments, Wesley Bunch
A Tale Of Four Cities: The Effect Of Job Specialization On Employee Turnover Within Mississippi’S Local Police Departments, Wesley Bunch
Theses and Dissertations
Unusually high employee turnover among local law enforcement officers in the United States has been well documented. This exploratory case study examines employee turnover from a bilateral perspective of both generalists and specialists within local police departments. The purpose of this study is to determine if working in a specialized unit has any effect on employee turnover amongst local police officers in Mississippi. This study used qualitative methods to conduct interviews with thirty-four officers from four different police departments encompassing Mississippi’s northern, southern, eastern, and western regions. The interviews were conducted with individuals at the rank of officer and having …
Integrated Experimental, Numerical, And Machine-Learning Framework For The Analysis Of Spray Dynamics In Diesel And Gasoline Direct-Injection (Gdi) Engines, Yassine El Marnissi
Integrated Experimental, Numerical, And Machine-Learning Framework For The Analysis Of Spray Dynamics In Diesel And Gasoline Direct-Injection (Gdi) Engines, Yassine El Marnissi
Theses and Dissertations
The regulation of diesel and gasoline direct injection (GDI) during cold starts has become subject to stricter numerical limits by both the Environmental Protection Agency (EPA) in the US and the European Commission (EC). For diesel engines, the EPA’s Clean Trucks Plan (Model Year 2027+) sets a certification NOₓ limit of 0.035 g/bhp-hr and an in-use fleet average limit of 0.050 g/bhp-hr, along with a PM limit of 0.005 g/bhp-hr, representing an 82.5% reduction in NOₓ compared to the former 0.2 g/bhp-hr standard. For gasoline engines, US standards regulate cold-start pollutants such as hydrocarbons (HC) ranging from 0.03 to 0.08 …
Mechanical Properties Of Oak Timbers And Mats And Toughness Of Loblolly Pine After 0 To 6 Months On The Ground., Zachary Thomas Kyzer
Mechanical Properties Of Oak Timbers And Mats And Toughness Of Loblolly Pine After 0 To 6 Months On The Ground., Zachary Thomas Kyzer
Theses and Dissertations
Testing wood in various ways is important to be able to understand the strength and recovery values. The first part of this study aims to assess the design values of mixed oak in-grade, 8 in. thick timbers and mats under various design and loading scenarios. Graded timbers were drilled, assembled into mats, and tested. Results indicated that the mat with a line load across all timbers, was nearly equivalent to the mat with a load applied to the middle timber only. Drilling did not negatively impact strength as compared to solid non-drilled timbers. The second part of this study investigates …
The Potential Use Of Generative Ai Technologies In The Work Of Female-Led Ngos To Redefine Peacekeeping: A Focus On The Russia-Ukraine War, Madison N. Wallace, Jennifer M. Ramos
The Potential Use Of Generative Ai Technologies In The Work Of Female-Led Ngos To Redefine Peacekeeping: A Focus On The Russia-Ukraine War, Madison N. Wallace, Jennifer M. Ramos
Honors Thesis
Artificial Intelligence (AI) technology has gained momentum in recent years. The potential of AI technologies continues to advance, demonstrating prospective utilizations in a variety of fields. This includes AI’s presence in war and war technology. AI has been especially critical for the defense strategies leveraged in the Russia-Ukraine War. But how can we use AI to positively impact human rights during war? Non-governmental Organizations (NGOs) and Inter-governmental Organizations (IGOs) are fundamental groups that provide humanitarian aid in zones of conflict. Female-led NGOs and the feminist lens offer a revolutionary way to shape permanent peacekeeping efforts by emphasizing human rights and …
Imagery Intelligence And Presidential Crisis Decision-Making: The Case Of The Cuban Missile Crisis, Codie Mcdonald
Imagery Intelligence And Presidential Crisis Decision-Making: The Case Of The Cuban Missile Crisis, Codie Mcdonald
Honors Theses
Although the Cuban Missile Crisis was a short period of time relative to our nation’s history, this research has illuminated how much information, tension, and impactful moments lie within each minute; and the fact is, intelligence collection absolutely is a main factor in the de-escalation of the nuclear threat. Without the intelligence collection and production that was completed and given to Kennedy, policy would not be able to be made nearly as easy. Throughout each moment of the crisis, generally speaking, IMINT was able to provide and support the most aid to President Kennedy and his advisers. While the degree …
Polyminhash: Efficient Area-Based Minhashing Of Polygons For Approximate Nearest Neighbor Search, Alima Subedi, Sankalpa Pokharel, Satish Puri
Polyminhash: Efficient Area-Based Minhashing Of Polygons For Approximate Nearest Neighbor Search, Alima Subedi, Sankalpa Pokharel, Satish Puri
Computer Science Faculty Research & Creative Works
Similarity searches are a critical task in data mining. As datasets grow larger, exact nearest neighbor searches quickly become unfeasible, leading to the adoption of approximate nearest neighbor (ANN) searches. ANN has been studied for text data, images, and trajectories. However, there has been little effort to develop ANN systems for polygons in spatial database systems and geographic information systems. We present PolyMinHash, a system for approximate polygon similarity search that adapts MinHashing into a novel 2D polygon-hashing scheme to generate short, similarity-preserving signatures of input polygons. Minhash is generated by counting the number of randomly sampled points needed before …
Evaluating Feature Importance In Antarctic Soil Biota Models: An Exploratory And Modeling-Based Approach, Rachel E. Hunter
Evaluating Feature Importance In Antarctic Soil Biota Models: An Exploratory And Modeling-Based Approach, Rachel E. Hunter
Undergraduate Honors Theses
The Antarctic McMurdo Dry Valleys are some of the harshest environments on our planet. They may not support higher fauna and vegetation, but the environment has a fairly diverse soil microbiome. The soil microbiome consists mainly of invertebrate nematodes (Plectus, Scottnema, and Eurydiolaimus), rotifers, and tardigrades. In this study, we examined ecological modeling approaches to enhance our understanding of the processes contributing to the overall population. In this process, two extensive data sets were used: the Biotic Effects Experiment (BEE) and the Elevational Transect (ET) data set compiled by the McMurdo Dry Valleys Long Term Ecological Research program were combined. …
Heat Increment Of Feeding In The Common Bottlenose Dolphin (Tursiops Truncatus) Contributes Moderately To Field Metabolic Rate Estimates, Ioulia Koliopoulou, Stacy L. De Ruiter, Jordi Altimiras, Josefin Larsson, Julietta Arenarez, David Rosen, Andreas Fahlman
Heat Increment Of Feeding In The Common Bottlenose Dolphin (Tursiops Truncatus) Contributes Moderately To Field Metabolic Rate Estimates, Ioulia Koliopoulou, Stacy L. De Ruiter, Jordi Altimiras, Josefin Larsson, Julietta Arenarez, David Rosen, Andreas Fahlman
University Faculty Publications and Creative Works
Digestion elevates metabolism through the heat increment of feeding (HIF) – the energy expended on mechanical and biochemical processes after eating. Quantifying this cost is essential for bioenergetic models that predict energy flow and prey requirements in populations. Using breath-by-breath respirometry, we measured oxygen consumption (V̇ O2 ) in eight common bottlenose dolphins (Tursiops truncatus) before and after feeding standardized meals (1659–2658 kcal of capelin and herring). Metabolic rate rose by ∼37% above resting levels, peaking 60 min after feeding before returning to baseline within 2 h. When scaled across the day, digestion increased daily metabolic needs by ∼8.2% of …
Gypsy Spirit Suite: An Original Jazz Manouche Composition For Large Ensemble, Nicholas Knirk
Gypsy Spirit Suite: An Original Jazz Manouche Composition For Large Ensemble, Nicholas Knirk
Electronic Theses and Dissertations
This thesis presents an original jazz manouche musical composition, Gypsy Spirit Suite, arranged for a large ensemble comprising winds, horns, strings, guitar, cimbalom, vibraphone, and percussion. The composition integrates jazz manouche (gypsy jazz) elements, such as chromatic passing chords, virtuosic melodic runs, and la pompe rhythm, into a large ensemble. Modal interchange, extended harmonies, and fusion with genres like latin and funk generate interest and reflect contemporary jazz manouche evolution. The written thesis supports the composition through a detailed analysis of jazz manouche harmonic schema, instrumental techniques, idiomatic passages, and orchestration techniques that blend jazz and classical genres. By …
A Trigger For The Autonomous Decommissioning Of Smart Devices, Ravindra Mangar, Jared Chandler, Jingyu Qian, Carl A. Gunter, Timothy J. Pierson, David Kotz
A Trigger For The Autonomous Decommissioning Of Smart Devices, Ravindra Mangar, Jared Chandler, Jingyu Qian, Carl A. Gunter, Timothy J. Pierson, David Kotz
Dartmouth Scholarship
Smart devices are ubiquitous in modern environments, yet their decommissioning phase remains poorly studied and often overlooked in system design. We define secure decommissioning as the process by which a smart device securely disconnects from its environment and makes sensitive data inaccessible. If not decommissioned, devices may retain sensitive information – such as security credentials or user-behavior data that could be recovered by an adversary. Unfortunately, some users may forget to decommission a device when they dispose or sell it, and cannot decommission a device that is lost or stolen. This paper investigates a trigger mechanism for individual wireless smart …
Pi Gain Scheduling And Stall Margin Protection For A Jt9d Turbofan Engine Using T-Mats, Ian Torres
Pi Gain Scheduling And Stall Margin Protection For A Jt9d Turbofan Engine Using T-Mats, Ian Torres
Mechanical Engineering and Materials Science Independent Study
The objective of this study was to understand the theory behind turbofan electronic engine controllers (EECs) and to develop a Simulink based controller with stall margin limits, which was then used to build a simple 1-D cruise controller for a Boeing 747. The turbofan model used was the JT9D Pratt & Whitney engine in T-MATS with an attached ”ambient” block to input altitude, Mach, and 𝐹𝐴𝑅. Holding altitude at 35000 ft, the 𝐹𝐴𝑅 controller stall lower and higher limit maps were obtained from the 6% LPC and 15% HPC stall margins at steady state for 0.83-0.85 Mach and 2000-4000 𝑁1 …
The Policy Project: Translating Menstrual Equity Resources, Ashley Jackman
The Policy Project: Translating Menstrual Equity Resources, Ashley Jackman
Undergraduate Honors Theses
This creative project focuses on translating key materials from The Period Project, a campaign by the Utah nonprofit The Policy Project that tackles menstrual inequity by pushing for free period products in schools and public spaces. Their educational toolkits guide students and parents toward menstrual resources and outline compliance requirements for school administrators. However, a significant portion of Utah’s population speaks Spanish at home, and current toolkits are not readily available in Spanish. As a Spanish translation major, I saw this as an opportunity to use my skills in a real-world setting, as the translated toolkit will be immediately electronically …
Reimagining Nurse Education: Virtual Reality & Didactic Education For Better Nurse Handoff And Documentation, Haley M. Whalen
Reimagining Nurse Education: Virtual Reality & Didactic Education For Better Nurse Handoff And Documentation, Haley M. Whalen
Master's Projects and Capstones
Setting: The pediatric perianesthesia unit (pre-operative and post-anesthesia care unit). Problem: Gaps in perianesthesia documentation contribute to poor handoff communication, leading to adverse events and increased hospital costs. Additionally, inconsistent documentation reduces clarity and consistency during handoffs. Context: Staff in the microsystem reported low confidence scores with required OP-Time documentation, inconsistent workflows, and I-PASS handoff expectations. These factors contribute to incomplete charting and a lack of standardization across providers. Interventions: A two-part educational intervention was conducted, consisting of eight sessions. The first component is a Virtual Reality (VR) simulation that demonstrates an accurate perianesthesia I-PASS handoff. The second …
Promoting Interprofessional Collaboration By Increasing Visibility Of Volunteer Doula Services, Ciera Rose Zelie
Promoting Interprofessional Collaboration By Increasing Visibility Of Volunteer Doula Services, Ciera Rose Zelie
Master's Projects and Capstones
Objective: The 22-bed Labor and Delivery (L&D) unit lacks a standardized model to introduce doulas, clarify their scope of practice, or communicate the value of the services they provide. To address this gap, the team developed a standardized doula awareness poster featuring each doula's name, photo, years of experience, and personal interests. Aim: Enhance visibility and promote the integration of doula support to strengthen team collaboration and patient engagement. Methods: A pre- and post-implementation survey was distributed exclusively to the volunteer doulas. After the doula awareness poster was displayed for four weeks, a post-survey assessed these same domains to determine …
Becoming A Social Worker: A Journey Through Community, Justice, And Recovery, Willow Coefield
Becoming A Social Worker: A Journey Through Community, Justice, And Recovery, Willow Coefield
Graduate Student Portfolios, Professional Papers, and Capstone Projects
This portfolio is the culminating project for the Master of Social Work program at the University of Montana and demonstrates advanced integrated practice through coursework, practicum, and professional experience. It is organized into an introduction, theoretical orientation, and focused sections on trauma‑informed care and rural and Indigenous contexts of practice, followed by a mapping of portfolio artifacts to core elements and competencies, a conclusion, references, and appendices of key graduate assignments. Drawing on artifacts such as positionality work, case studies, diagnostic assessment, group design, program evaluation, policy analysis, and leadership projects, the portfolio illustrates growth in ethical and professional behavior, …
Evaluating Three Lightweight Airfield Matting Systems Under F-35b Aircraft Loading, Brett D. Cobb
Evaluating Three Lightweight Airfield Matting Systems Under F-35b Aircraft Loading, Brett D. Cobb
Theses and Dissertations
Aircraft matting has been in service since WWII. It has provided a maneuverable substrate to allow aircraft forward operations to take place in austere environments. AM2 is the main matting system that has been used for generations. In recent years, the need for a lightweight matting system has come to the forefront of the matting community. This is not only to improve the maneuverability, but also the shipping restrictions. This research is on three different light weight matting systems above subgrade with two CBR values (i.e., 6 and 25). A specially designed load cart was adopted to simulate F-35B loading. …
Use Of Mid-Infrared Spectroscopy For Estimating Soil Chemical, Physical, And Hydrological Properties In Mississippi And Texas, Kanthake Yasas Bandara Gamagedara
Use Of Mid-Infrared Spectroscopy For Estimating Soil Chemical, Physical, And Hydrological Properties In Mississippi And Texas, Kanthake Yasas Bandara Gamagedara
Theses and Dissertations
Accurate and efficient estimation of soil properties is essential for advancing sustainable agriculture, water management, and soil survey applications. Traditional laboratory methods and pedotransfer functions (PTFs) are widely used but are often constrained by high costs, time requirements, and limited scalability. As an alternative, mid-infrared (MIR) and visible–near-infrared (vis–NIR) spectroscopy provide cost-effective, rapid, and non-destructive approaches for soil analysis. However, variability among spectrometer types, geographic regions, and soil scanning conditions poses challenges to model transferability and generalizability. This dissertation evaluated strategies to overcome these challenges and enhance the prediction of soil chemical, physical, and hydrological properties in Mississippi and Texas. …