Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Engineering (555)
- Physical Sciences and Mathematics (501)
- Social and Behavioral Sciences (459)
- Life Sciences (301)
- Medicine and Health Sciences (292)
-
- Arts and Humanities (196)
- Psychology (175)
- Education (152)
- Chemistry (128)
- Mechanical Engineering (112)
- Environmental Sciences (92)
- Earth Sciences (90)
- Chemical Engineering (85)
- Civil and Environmental Engineering (82)
- Computer Sciences (79)
- Electrical and Computer Engineering (74)
- Materials Science and Engineering (70)
- Physics (67)
- Public Health (62)
- Computer Engineering (55)
- Operations Research, Systems Engineering and Industrial Engineering (54)
- Communication (52)
- Music (52)
- Analytical Chemistry (51)
- Geology (51)
- Nursing (50)
- Rehabilitation and Therapy (50)
- Sociology (49)
- Aerospace Engineering (47)
- Civil Engineering (47)
- Keyword
-
- Mechanical engineering (318)
- Electrical engineering (210)
- Civil engineering (148)
- Clinical psychology (133)
- Computer science (123)
-
- Chemical engineering (122)
- Ecology (79)
- Forestry (77)
- Higher education (77)
- Petroleum engineering (76)
- Aerospace engineering (74)
- Materials science (74)
- Industrial engineering (72)
- Public health (71)
- Behavioral psychology (66)
- Environmental engineering (66)
- Mining engineering (65)
- Environmental science (64)
- Educational psychology (63)
- Developmental psychology (62)
- Educational technology (62)
- Aquatic sciences (60)
- Social psychology (59)
- Machine Learning (58)
- Geology (57)
- Energy (56)
- Animal sciences (52)
- Kinesiology (52)
- Physical education (50)
- Biomedical engineering (49)
- Publication Year
- File Type
Articles 1051 - 1080 of 7646
Full-Text Articles in Entire DC Network
Design And Development Of A Novel Launch System With Energetic Materials For Unstable Free-Flight Testing, Steven Christopher Mccallister
Design And Development Of A Novel Launch System With Energetic Materials For Unstable Free-Flight Testing, Steven Christopher Mccallister
Graduate Theses, Dissertations, and Problem Reports (ETD)
Characterizing the behavior of highly unstable bodies in flight presents a variety of engineering challenges. Free-flight testing with scale models provides an efficient and economical solution to this problem. This test method requires a means of launching the test model, undamaged, at the desired velocity. The objective of this research was to develop a launch system which incorporates the use of energetic materials for free-flight testing of a model flight vehicle of predetermined mass and dimensions. A high-low pressure gun system was selected for the launcher design, as this system is capable of launching relatively high masses in the velocity …
Barriers And Opportunities To Exiting Prostitution: An Analysis Of Prostitution Diversion Programs, Marina Binti Mohd Hamdan
Barriers And Opportunities To Exiting Prostitution: An Analysis Of Prostitution Diversion Programs, Marina Binti Mohd Hamdan
Graduate Theses, Dissertations, and Problem Reports (ETD)
Problem-solving courts incorporate therapeutic and punitive measures in the court process in the criminal justice system. Prostitution Diversion Programs (PDP) are recognition of women in prostitution's inherent systemic struggles to desist and recover. Specialized Prostitution Diversion in Baltimore City and Project Dawn Court in Philadelphia are two PDPs analyzed through a longitudinal study on participants throughout their involvement as well as after they graduate from the program. By addressing the barriers to exiting prostitution through women’s turning points and providing opportunities to overcome hardships, women are more likely to successfully exit prostitution and maintain their sobriety in the long-term. Findings …
Evaluating Muskellunge (Esox Masquinongy) Catch-And-Release Mortality At Elevated Summer Water Temperature, Ian Taylor Booth
Evaluating Muskellunge (Esox Masquinongy) Catch-And-Release Mortality At Elevated Summer Water Temperature, Ian Taylor Booth
Graduate Theses, Dissertations, and Problem Reports (ETD)
Angling for Muskellunge (Esox masquinongy) has become widespread and increasingly popular throughout the fish’s range. Current management strategies for Muskellunge include high minimum harvest lengths (>1016mm), closed seasons, and catch-and-release regulations. Due to these strategies and angler sentiments, up to 97% of Muskellunge caught today are released by anglers assuming they will live and be caught again in the future. Previous research on catchand-release mortality in Muskellunge has suggested relatively low mortality rates (0%-5%). However, these studies were all conducted within the fish’s thermal optimum and generally at water temperatures25°C during the summer months, representing a need to evaluate …
Studies Of Electromagnetic Counterparts To Gravitational-Wave Sources And The Nonlinear Gravitational-Wave Memory Effect, Ashok Choudhary
Studies Of Electromagnetic Counterparts To Gravitational-Wave Sources And The Nonlinear Gravitational-Wave Memory Effect, Ashok Choudhary
Graduate Theses, Dissertations, and Problem Reports (ETD)
In this dissertation, theoretical/computational results are presented from the investigations of three different topics within the general research areas of gravitational wave astrophysics and electromagnetic counterparts. First, general relativistic force-free electromagnetic theory and its application to black hole magnetospheres are discussed. In this connection, simulations of a binary black hole merger are examined using the open-source software, GiRaFFE, which is used to model black holes’ magnetospheres and to study supermassive black-hole binary mergers in an external magnetic field. In the simulations, a helical magnetic field structure around each black hole is observed. Electromagnetic energy flux is observed during the inspiral …
Adherence To Dietary Recommendations For Adolescents With Cystic Fibrosis, Kristine M. Durkin
Adherence To Dietary Recommendations For Adolescents With Cystic Fibrosis, Kristine M. Durkin
Graduate Theses, Dissertations, and Problem Reports (ETD)
Background: Adhering to dietary recommendations and nutritional supplements to ensure adequate absorption of nutrients and malnutrition plays an important role in the health of patients with cystic fibrosis (CF). Non-adherence to the CF care regimen, including nutritional recommendations, is high in adolescents. Therefore, the overall goal of this study was to identify factors related to adherence to nutritional recommendations in adolescents with CF.
Method: A total of 42 adolescents (ages 12-18) were recruited from 5 CF centers across the US. Adolescents completed surveys measuring body image/satisfaction, health literacy, perceived barriers to enzyme use, and self-efficacy, as well as the quality …
Integration Of Spectroscopic And Mass Spectrometric Tools For The Analysis Of Novel Psychoactive Substances In Forensic And Toxicology Applications, Travon Cooman
Graduate Theses, Dissertations, and Problem Reports (ETD)
Analytical methods aiming for the detection of novel psychoactive substances are continuously revised due to their utility in the seized drug and toxicology realms. One method frequently employed for the preliminary identification of illicit materials is portable Raman spectroscopy. Even when a substance in possession of an offender is identified, conclusive evidence that it may have been consumed requires additional confirmatory work and further toxicological evaluation of a biological specimen. Many times, the substance consumed may not be detected in the analyzed specimen due to its extensive metabolism. It is therefore challenging to rule out the identity of the drug …
Association Of Early Life Stressors With Deficits In Child And Adolescent Cognitive Functioning, Emily M. Deming
Association Of Early Life Stressors With Deficits In Child And Adolescent Cognitive Functioning, Emily M. Deming
Graduate Theses, Dissertations, and Problem Reports (ETD)
The purpose of this study was to determine whether the ACEs questionnaire could be a viable screener tool for identifying children in need of neuropsychological testing. This study consisted of a sample of child participants aged 8-17 years (N=53) who were divided into a no ACEs group or the ACEs group (1 or more ACEs) depending on parental responses to the ACEs questionnaire. Participants completed a series of virtual neuropsychological tests that assessed overall neurocognitive functioning, memory, and attention. No significant differences between the no ACEs group and the ACEs group in performance of the overall Neurocognitive Index, …
An Analysis On Adversarial Machine Learning: Methods And Applications, Ali Dabouei
An Analysis On Adversarial Machine Learning: Methods And Applications, Ali Dabouei
Graduate Theses, Dissertations, and Problem Reports (ETD)
Deep learning has witnessed astonishing advancement in the last decade and revolutionized many fields ranging from computer vision to natural language processing. A prominent field of research that enabled such achievements is adversarial learning, investigating the behavior and functionality of a learning model in presence of an adversary. Adversarial learning consists of two major trends. The first trend analyzes the susceptibility of machine learning models to manipulation in the decision-making process and aims to improve the robustness to such manipulations. The second trend exploits adversarial games between components of the model to enhance the learning process. This dissertation aims to …
Sacramental Ethnicity: Women’S Culture And Vernacular Religion In Twentieth-Century America, Aaron J. Rovan
Sacramental Ethnicity: Women’S Culture And Vernacular Religion In Twentieth-Century America, Aaron J. Rovan
Graduate Theses, Dissertations, and Problem Reports (ETD)
This project examines the reciprocal and evolving relationship between American women’s culture, vernacular religion, and the social development of American ethnicity. This project focuses on the roles of white ethnic women, both literary and real, in the construction, maintenance, and transmission of ethnic identity. The project highlights the connections between the folkloric performances of vernacular religion and the discursive articulation of ethnicity by focusing on two women writers and two groups of Slovak American women. The fiction of Kate Chopin and Anzia Yezierska illustrates how literary authors bring their contemporary concepts of folklore into their writing. The writings of these …
Undergraduate Academic Advising Experiences With Confirmation And Supportive And Connected Communication Climate, Sara Pitts
Graduate Theses, Dissertations, and Problem Reports (ETD)
This dissertation examined undergraduate student perceptions of academic advisors use of communication confirmation and supportive and connected communication climate. Additionally, this dissertation investigated if academic advisors use of confirmation behaviors had an effect on student learning, specifically, cognitive learning outcomes, affective learning outcomes, and satisfaction. Focus groups were conducted with 33 current undergraduate students. First and second cycle coding of the data revealed four academic advisor confirming behaviors: (a) recognize students’ experiences outside the classroom, (b) collaborate on educational/career goals, (c) recall prior interactions with the student, and (d) offer praise and positive feedback. Additionally, students identified three disconfirming behaviors …
The Contribution Of Artists Sydney Laurence, Belmore Browne, And Olaus Murie To The Preservation Of Public Land In The Northwest United States, Madelyn Brodie
The Contribution Of Artists Sydney Laurence, Belmore Browne, And Olaus Murie To The Preservation Of Public Land In The Northwest United States, Madelyn Brodie
Graduate Theses, Dissertations, and Problem Reports (ETD)
This thesis analyzes the impact of artists Sydney Laurence (1856- 1940), Belmore Browne (1880- 1954), and Olaus Murie (1889- 1963) and the contribution that their artwork had to the conservation of United States public lands. This thesis examines the conservation initiatives that were brought into effect during the early 1900s, the personal motivations of these artists to preserve the land, and the interactions between these artists and the United States government which demonstrates their involvement in land preservation. The impact that the artists had on tourism which extended the conservation movement is also addressed. Artworks created by Laurence, Browne, and …
The Exposome, Metabolic Dysfunction And Silicosis: A Pulmonary And Pathophysiology Study, Janet A. Thompson
The Exposome, Metabolic Dysfunction And Silicosis: A Pulmonary And Pathophysiology Study, Janet A. Thompson
Graduate Theses, Dissertations, and Problem Reports (ETD)
The exposome encompasses the concept that an individual’s health is a combination of genetic, environmental, and occupational exposures. A worker’s exposomal profile could potentially influence their susceptibility to hazardous occupational exposures. Over 35% of adults in the United States have metabolic dysfunction (MetDys), yet interactions between MetDys and hazardous occupational exposures are generally unknown. MetDys is associated with HFWD-consumption and obesity and induces a chronic low grade systemic inflammation and alters serum adipokine profiles. Silicosis, a progressive inflammatory lung disease, results from occupational inhalation exposure to respirable crystalline silica particles. This research tests the hypothesis “Inflammation resulting from HFWD-induced …
Preconception Substance Use And Risk Of Unintended Pregnancy, Saima Shafique
Preconception Substance Use And Risk Of Unintended Pregnancy, Saima Shafique
Graduate Theses, Dissertations, and Problem Reports (ETD)
Background: In the United States, unintended pregnancy is a serious public health issue due to its persistent high prevalence. In the series of three studies, our first two investigations examined the risk and potential determinants of unintended pregnancy among substance and polysubstance using women of childbearing age. In the third study, we conducted a systematic review (SR) with meta-analysis (MA) to assess the association of illicit and recreational drugs to the risk of unintended pregnancy.
Methods: We performed a secondary data analysis on a subset of Pregnancy Risk Assessment Monitoring System (PRAMS) 2016-17 phase 8 data (n=75,543). The outcome variable …
Polychromatic Colorings Of Certain Subgraphs Of Complete Graphs And Maximum Densities Of Substructures Of A Hypercube, Ryan Tyler Hansen
Polychromatic Colorings Of Certain Subgraphs Of Complete Graphs And Maximum Densities Of Substructures Of A Hypercube, Ryan Tyler Hansen
Graduate Theses, Dissertations, and Problem Reports (ETD)
If G is a graph and H is a set of subgraphs of G, an edge-coloring of G is H-polychromatic if every graph from H gets all colors present in G on its edges. The H-polychromatic number of G, polyHG, is the largest number of colors in an H-polychromatic coloring. We determine polyHG exactly when G is a complete graph on n vertices, q a fixed nonnegative integer, and H is the family of one of: all matchings spanning n-q vertices, all 2-regular graphs spanning at least n-q vertices, or all cycles of length precisely n-q. …
Hydrocarbon Pay Zone Prediction Using Ai Neural Network Modeling., Darren D. Guedon
Hydrocarbon Pay Zone Prediction Using Ai Neural Network Modeling., Darren D. Guedon
Graduate Theses, Dissertations, and Problem Reports (ETD)
This paper captures the ability of AI neural network technology to analyze petrophysical datasets for pattern recognition and accurate prediction of the pay zone of a vertical well from the Santa Fe field in Kansas.
During this project, data from 10 completed wells in the Santa Fe field were gathered, resulting in a dataset with 25,580 records, ten predictors (logs data), and a single binary output (Yes or No) to identify the availability of Hydrocarbon over a half feet depth segment in the well. Several models composed of different predictors combinations were also tested to determine how impactful some logs …
An Exploration Of The Effects Of Mindfulness On Pain: The Role Of Pain Catastrophizing, Ilana Haliwa
An Exploration Of The Effects Of Mindfulness On Pain: The Role Of Pain Catastrophizing, Ilana Haliwa
Graduate Theses, Dissertations, and Problem Reports (ETD)
Chronic pain is a complex global public health concern associated with a host of negative outcomes, including loss of productivity, decreased quality of life, and greater likelihood of developing a mental health disorder. Initial evidence indicates that mindfulness-based interventions (MBIs) improve pain symptomatology. However, most MBIs are time and resource intensive, and it is unclear how mindfulness may improve the pain experience. The purpose of the present set of studies was to test the effects of a brief, app-based MBI on pain experience, and to examine whether pain catastrophizing was a statistical mediator of any effect. Two studies were conducted …
Experience Of Parents Caring For A Child With An Acquired Disability, Brad E. Phillips
Experience Of Parents Caring For A Child With An Acquired Disability, Brad E. Phillips
Graduate Theses, Dissertations, and Problem Reports (ETD)
Background: Parents caring for a child with an acquired disability often report a negative impact on physical, psychological, emotional, and spiritual health associated with caregiver burden related to their child’s complex health needs. This is further complicated by additional challenges related to the loss of a previously healthy child. Traditional patterns of loss follow linear, time-bound stages that have been observed to be unrelated to the experiences of these specific parents and their families. Therefore, the concept transforming loss has been developed to better understand how these parents navigate loss and find meaning in spite of their suffering.
Purpose: The …
Gender Leadership Imbalance In Sport Organizations In Latin America, Monica Yamile Gonzalez-Cuevas
Gender Leadership Imbalance In Sport Organizations In Latin America, Monica Yamile Gonzalez-Cuevas
Graduate Theses, Dissertations, and Problem Reports (ETD)
The purpose of the study was to examine gender imbalance at the leadership level of sport administration at National Olympic Committees (NOC), National Paralympic Committees (NPC), and National Sport Organizations (NSF) of countries members of the Pan American Sports Organization (PASO). Specifically, this study examined how social and human capital, socio-cultural aspects of each country, and power-based discourses affect the advancement of women’s careers at the micro, meso, and macro levels of analysis.
A total of 12 participants were selected to participate in this study. Participants were all female sport administrators holding the position of president, vice-president, or secretary-general of …
Design And Control Of Intensified Membrane Reactor Systems Through Module-Based Design Approach, Brent Bishop
Design And Control Of Intensified Membrane Reactor Systems Through Module-Based Design Approach, Brent Bishop
Graduate Theses, Dissertations, and Problem Reports (ETD)
As interest in the modularization and intensification of chemical processes continues to grow, more research must be directed towards the modeling and analysis of intensified process units. Intensified process units such as membrane reactors pose unique challenges pertaining to design and operation that have not been fully addressed in the reported literature. This work aims to address the design and control challenges caused by the integration of phenomena and the loss of degrees of freedom (DOF) that occur in the intensification of modular membrane reactor units.
First, a novel first-principles approach for modeling membrane reactors is developed using the AVEVA …
The Purpose And Process Of Commissioning New Music For Low Brass Instruments: A Guide, Michael Kennard Waddell
The Purpose And Process Of Commissioning New Music For Low Brass Instruments: A Guide, Michael Kennard Waddell
Graduate Theses, Dissertations, and Problem Reports (ETD)
The euphonium, trombone, and tuba do not have the breath of solo and chamber music repertoire that other instruments such as the piano or violin do. The majority of works being written for these instruments today is being written via direct commissions and commission consortiums. This research analyzes the importance of expanding the repertoire of these instruments, along with detailed guidance on starting a consortium project and seeing it through to completion. The author, and interviewees Frank Gulino, Adam Frey, and George Alberti, detail their experiences working on consortium projects, and their views on the ethical importance of advancing the …
Carbon Monoxide Sensing Of Nickel Oxide At 1000 ℃ To 1200 ℃ For In Situ Combustion Control: Behavior, Mechanism, And Application, Yi Wang
Graduate Theses, Dissertations, and Problem Reports (ETD)
An advanced smart sensor network is essential to a combustion system, which is in favor of in situ, locally placed, and low-cost gas sensors. However, most chemical/electrochemical sensors fail to work in a combustion boiler, due to the demanding working temperatures (> 1000 ℃). This work for the first time reports a well-functioning mixed-potential type CO sensor at 1000 ℃ - 1200 ℃ using nickel oxide (NiO) as the sensing material. The influence of feed gas flow rate, electrode thickness, and porosity on sensor behavior is investigated, delivering notable and fast responses to 1000 ppm in 3% O2: …
Playing-Related Medical Injuries And Health Conditions In Collegiate Saxophonists: A Survey Of Saxophonists In North American Universities, Michael Anne Tolan
Playing-Related Medical Injuries And Health Conditions In Collegiate Saxophonists: A Survey Of Saxophonists In North American Universities, Michael Anne Tolan
Graduate Theses, Dissertations, and Problem Reports (ETD)
When compared to other areas of musical performance, medical research on the performing arts is limited when it comes to studies on woodwind players, particularly saxophonists. The gap in research may be attributed to the circumstances surrounding selection processes and identifying subjects for study. For example, saxophonists are not salaried professionals in orchestras, which are commonly pooled for medical research. Establishing contact with saxophonists to conduct studies can prove difficult due to the wide range of genres that utilize the saxophone. Some issues may also be attributed to research methodology. To find the onset of injuries, researchers in previous studies …
Assessment Of Quechers Extraction Protocol For The Lc-Ms/Ms Detection Of Emerging Fentanyl Analogs In Biological Specimens For Clinical And Forensic Purposes, Kylea M. Morris
Graduate Theses, Dissertations, and Problem Reports (ETD)
Drug abuse within the United States is a dynamic and pervasive issue that affects the quality and life expectancy of our society. One of the major drug classes that are constantly utilized is opioids. Opioids are prescribed for pain management in patients suffering from cancer and other medical illnesses. Long-term use of opioids could lead to tolerance in humans, which poses a risk of reaching fatal overdose levels. Unfortunately, opioids are abused recreationally, and in some instances, individuals are unaware of the presence of dangerous synthetic drugs like fentanyl, hidden in materials such as heroin, cocaine, oxycodone, and methamphetamine. Recent …
Pathfinding Fast Radio Bursts Localizations Using Very Long Baseline Interferometry, Pranav Rohit Sanghavi
Pathfinding Fast Radio Bursts Localizations Using Very Long Baseline Interferometry, Pranav Rohit Sanghavi
Graduate Theses, Dissertations, and Problem Reports (ETD)
Fast radio bursts (FRBs) are millisecond-duration, bright radio transients of extragalactic origin. The Canadian Hydrogen Intensity Mapping Experiment (CHIME) telescope’s CHIME/FRB instrument and other radio telescopes across the globe have detected hundreds of FRBs. Their origins are a mystery. Precise localization within the host is critical to distinguish between progenitor models. This can be achieved through Very Long Baseline Interferometry (VLBI). Until now, VLBI localizations have only been carried out in targeted follow-up observations of some repeating sources which comprise a small fraction of the FRBs.
For this work, an interferometric array of 6m dishes was constructed at the Green …
Post-Processing Precise Point Positioning Solutions With Parameter Optimization, Maria A. Gonzalez Castaneda
Post-Processing Precise Point Positioning Solutions With Parameter Optimization, Maria A. Gonzalez Castaneda
Graduate Theses, Dissertations, and Problem Reports (ETD)
Precise Point Positioning (PPP) technique can offer position solutions with centimeter-level accuracy by fusing precise satellite orbits and clocks with un-differenced, dual-frequency, pseudo-range, and carrier-phase observables. PPP presents a compelling alternative to Differential Global Positioning Systems, with the benefit that it only requires a single receiver and does not require simultaneous observations from many stations, making it appealing for ongoing research on hydro-graphic survey applications. The National Oceanic and Atmospheric Administration has been working on a buoy system tracked with a Global Positioning Systems receiver and Inertial Measurement Unit sensor using the PPP technique. In the interest of obtaining accurate …
Three Essays In Healthcare Economics And Policy Analysis, Tuyen Pham
Three Essays In Healthcare Economics And Policy Analysis, Tuyen Pham
Graduate Theses, Dissertations, and Problem Reports (ETD)
This dissertation research consists of three essays on healthcare economics and policy analysis. Chapter 1 investigates and explains the failure of a proposition on limiting dialysis clinic profits in California in 2018. The proposition would have required dialysis clinics to issue refunds to patients or their payers for revenue that exceeds 115% of the direct cost of treatment. In this chapter, a conceptual framework of how voters weigh costs and benefits is developed and two different empirical approaches, simple OLS and Double Post LASSO, are employed to identify key determinants of the voting outcome. The empirical results suggest that counties …
Advanced Process Modeling And Optimization Of Amine-Based Carbon Capture Process, Paul Jide Terhemba Akula
Advanced Process Modeling And Optimization Of Amine-Based Carbon Capture Process, Paul Jide Terhemba Akula
Graduate Theses, Dissertations, and Problem Reports (ETD)
With the rise of carbondioxide (CO2) concentration in the atmosphere to more than 400 parts per million (ppm), research efforts have been focused on achieving net-zero carbon emission technologies. Post-combustion CO2 capture (PCC) is a key strategy in reducing CO2 emissions. Amine-based CO2 capture is the baseline technology for retrofitting existing power stations. However, the integration of amine-based PCC technology with power plants to reduce greenhouse gas emissions incurs a high energy penalty, decreasing a powerplant’s efficiency by about 23 percentage points. Understanding the capture plant dynamics plays an important role in its technical and economic performance. Rigorous models are …
Study Of Resonantly Stabilized Radicals In Combustion Environments, James H. Lee
Study Of Resonantly Stabilized Radicals In Combustion Environments, James H. Lee
Graduate Theses, Dissertations, and Problem Reports (ETD)
Resonantly stabilized radicals (RSRs) play an important role in combustion environments due to their high stability resulting from resonance. Many RSRs such as the propargyl, allyl, or benzyl radicals are precursors to the formation of polycyclic aromatic hydrocarbons (PAHs), which can aggregate to form soot. Due to their stability, these RSRs can accumulate in combustion environments in significant quantities. The primary way these radical species are consumed in flames or by reactions with other abundant radicals, by self-recombination of propargyl to form benzene, or in the form of other abundant radicals such as the hydroxyl radical. Experimentally determining the pathways …
Using Landsat-Based Phenology Metrics, Terrain Variables, And Machine Learning For Mapping And Probabilistic Prediction Of Forest Community Types In West Virginia, Faith M. Hartley
Using Landsat-Based Phenology Metrics, Terrain Variables, And Machine Learning For Mapping And Probabilistic Prediction Of Forest Community Types In West Virginia, Faith M. Hartley
Graduate Theses, Dissertations, and Problem Reports (ETD)
This study investigates the mapping of forest community types for the entire state of West Virginia, USA using Global Land Analysis and Discovery (GLAD) Phenology Metrics analysis ready data (ARD) derived from the Landsat time series and digital terrain variables derived from a digital terrain model (DTM). Both classifications and probabilistic predictions were made using random forest (RF) machine learning (ML) and training data derived from ground plots provided by the West Virginia Natural Heritage Program (WVNHP). The primary goal of this study is to explore the use of globally consistent ARD data for operational forest type mapping over a …
A Workflow For Unconventional Reservoirs Optimization Using Supervised Machine Learning In Conjunction With Orthorhombic Elasticity Modeling, Aymen Ab Ali Alhemdi
A Workflow For Unconventional Reservoirs Optimization Using Supervised Machine Learning In Conjunction With Orthorhombic Elasticity Modeling, Aymen Ab Ali Alhemdi
Graduate Theses, Dissertations, and Problem Reports (ETD)
Due to the anisotropy and heterogeneous nature of unconventional reservoirs like shale, a comprehensive parametric study to optimize hydraulic fracture treatment for such reservoirs is a tough challenge, especially when natural fractures are present. Most of the current frac simulators do not consider the anisotropy of rock elasticity in the shales. Besides, using the fracture simulation linked with reservoir simulation for the parametric study to understand the impact of multiple different design parameters on fracture propagation and production is time expensive and low efficient. The study proposes a workflow including a new orthorhombic (OB) rock algorithm to interpret geomechanical properties …