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Identifying The Technical And Teacher Skills Needed By In-Service Teachers To Effectively Teach An Agricultural Mechanics Course In West Virginia, Coleton Todd Payne
Identifying The Technical And Teacher Skills Needed By In-Service Teachers To Effectively Teach An Agricultural Mechanics Course In West Virginia, Coleton Todd Payne
Graduate Theses, Dissertations, and Problem Reports (ETD)
Agricultural mechanics remains one of the largest content sections in school-based agriculture education (SBAE). Therefore, in-service and pre-service teachers need to be effective in teaching agricultural mechanics to their students (Burris et al., 2005; Hainline & Wells, 2019). A number of studies (McKim & Saucier, 2011; Saucier et al., 2014) have identified the importance of safety in agricultural mechanics laboratories, but not the content skills specifically needed to teach the courses. The only areas of content that most new in-service teachers possess are those of basic woodworking and basic metal working. This study bases its theoretical framework off of the …
Selected Principles Of Practicing For Security In Performance, Hsing-Yi Tsai
Selected Principles Of Practicing For Security In Performance, Hsing-Yi Tsai
Graduate Theses, Dissertations, and Problem Reports (ETD)
This research focuses on extending the imagination for the purposes of activating our brain to strengthen memorization of music for a stronger and more secure performance. This research explores the concept of self-awareness in the sense of having a conversation with ourselves in order to understand the primary reasons we pianists spend hours in the practice room. I introduce selected strategies for learning pieces through a meticulous process of memorization which impacts not only new pieces, but also the resurrecting of old repertoire. Along with including the concept of the Memory Palace, I explore different methods of memorizing music to …
Effects Of Acute And Chronic Nicotine Administration On Choice Of Probabilistic Outcomes, Katya A. Nolder
Effects Of Acute And Chronic Nicotine Administration On Choice Of Probabilistic Outcomes, Katya A. Nolder
Graduate Theses, Dissertations, and Problem Reports (ETD)
Risky choice can be operationally defined as the choice for a larger, uncertain reinforcer over a smaller, certain reinforcer. Research suggests smokers engage in more risky or maladaptive decisions when compared to nonsmokers. The relation between nicotine and risky choice could benefit from further investigation, since nicotine is the active substance of tobacco products that maintains tobacco addiction. Acute nicotine administration has shown to alter risky choice; however, since the everyday smoker uses nicotine repeatedly, more research on chronic administration is warranted and would allow for assessment of tolerance or sensitization of these effects. The present study investigated effects of …
Technical Direction Process For King Lear, Ashley Noel Hungerford
Technical Direction Process For King Lear, Ashley Noel Hungerford
Graduate Theses, Dissertations, and Problem Reports (ETD)
This thesis is my account as the Technical Director of King Lear filmed at West Virginia University, College of Creative Arts, School of Theatre & Dance in collaboration with West Virginia Public Broadcasting. This production took place during the COVID-19 pandemic from September 2020 – March 2021. This document will take you through budgeting, drafting, build, load in, filming, and strike processes, including how COVID-19 affected these processes. This thesis is supported by images, schedules, drafting, and paperwork.
After The Protests: A Campus Racial Climate Case Study Of The Perception And Curricular Responses For Institutional Reforms, Following The Black Students’ Demands For Interventions At The University Of Missouri-Columbia, Bruce E. Mitchell Ii
Graduate Theses, Dissertations, and Problem Reports (ETD)
This qualitative method single case study explores the phenomenon of a racially tense campus climate at the University of Missouri Columbia, a Predominantly White Midwestern Institution. At the forefront of the media regarding student and athlete protests, leading to the resignation of senior level administrators, African American students put forth eight demands to their administrators. Included, was the creation and implementation of a required racial awareness and inclusion curriculum. The study explores the perceptions of the institutional response to an exceptional campus racial climate issue and the process of formulating and participating in a diversity training course and a semester …
Floating-Gate Design And Linearization For Reconfigurable Analog Signal Processing, Steven Michael Andryzcik Ii
Floating-Gate Design And Linearization For Reconfigurable Analog Signal Processing, Steven Michael Andryzcik Ii
Graduate Theses, Dissertations, and Problem Reports (ETD)
Analog and mixed-signal integrated circuits have found a place in modern electronics design as a viable alternative to digital pre-processing. With metrics that boast high accuracy and low power consumption, analog pre-processing has opened the door to low-power state-monitoring systems when it is utilized in place of a power-hungry digital signal-processing stage. However, the complicated design process required by analog and mixed-signal systems has been a barrier to broader applications. The implementation of floating-gate transistors has begun to pave the way for a more reasonable approach to analog design. Floating-gate technology has widespread use in the digital domain. Analog and …
Association Of Incident Cancer To Low-Value Care And Healthcare Cost Burden Among Elderly Medicare Beneficiaries, Chibuzo Iloabuchi
Association Of Incident Cancer To Low-Value Care And Healthcare Cost Burden Among Elderly Medicare Beneficiaries, Chibuzo Iloabuchi
Graduate Theses, Dissertations, and Problem Reports (ETD)
In the United States (US), 25% of healthcare spending is considered wasteful because it is spent reimbursing low-value care. Low-value care is the utilization of healthcare services, medical tests, and procedures that have unclear or no clinical benefit to patients but still exposes them to risk. World-wide, low-value care imposes a significant economic burden on patients, payers, governments, and society. Cancer care among older adults > 65 years is one of the biggest drivers of healthcare expenditure in the US and accounts for nearly 40% of all spending, and low-value care among cancer patients is prevalent and contributes to the financial …
Exploring The Perceptions Of Produce Processors Operating In Non-Profit Commercial Kitchens In West Virginia, Megan Christine Govindan
Exploring The Perceptions Of Produce Processors Operating In Non-Profit Commercial Kitchens In West Virginia, Megan Christine Govindan
Graduate Theses, Dissertations, and Problem Reports (ETD)
According to the Centers for Disease Control and Prevention, 48 million people get sick, 128,000 are hospitalized and 3,000 die each year from foodborne illness. The Food Safety Modernization Act (FSMA) shifted the focus of the Food and Drug Administration from response, to prevention of foodborne illness. The FSMA identified seven rules related to food safety prevention measures, including inspection and compliance, response and enhanced partnerships to ensure food safety along the food system, and employee-training compliance measures. Increasing access to healthy, local foods has economic, public health, and environmental benefits. Farm to Institution policies are becoming more popular nationally, …
Doctors, Miners, And Black Lung: A Transatlantic Comparison Of Organized Medicine's Role In The Fight For Black Lung Recognition In West Virginia And Wales, Mollie M. Cecil Md
Doctors, Miners, And Black Lung: A Transatlantic Comparison Of Organized Medicine's Role In The Fight For Black Lung Recognition In West Virginia And Wales, Mollie M. Cecil Md
Graduate Theses, Dissertations, and Problem Reports (ETD)
Black lung disease is a crippling occupational lung disease experienced by coal miners throughout the world. However, this disease was not always recognized by the medical profession and required significant efforts on the part of miners’ unions to force mainstream recognition. The historiography on the subject is limited, especially with respect to the relationship between organized medicine and organized labor. This work further explores this relationship, particularly how this relationship differed between the parties in Wales and in West Virginia. In doing so, it portrays a more detailed picture of the fight for black lung recognition as well as highlights …
Bravery In The Delicate: An Actor's Exploration Of Thea Elvsted In Henrik Ibsen's Hedda Gabler, Mary Catherine Goff
Bravery In The Delicate: An Actor's Exploration Of Thea Elvsted In Henrik Ibsen's Hedda Gabler, Mary Catherine Goff
Graduate Theses, Dissertations, and Problem Reports (ETD)
This purpose of this document is twofold: to examine the process of character creation over the course of my experiences performing the role of Thea Elvsted in West Virginia University’s spring 2020 production of Henrik Ibsen’s Hedda Gabler, and to define Thea’s dramatic significance to Hedda Gabler as a whole. The following text will provide a detailed look at the research I collected in the interest of building a cohesive view of the world of the play. Additionally, it will describe the various techniques I employed throughout the rehearsal and performance process of the production, with specific attention paid to …
Dynamic Optimization Algorithms For Baseload Power Plant Cycling Under Variable Renewable Energy, Rebecca Hyen Hae Kim
Dynamic Optimization Algorithms For Baseload Power Plant Cycling Under Variable Renewable Energy, Rebecca Hyen Hae Kim
Graduate Theses, Dissertations, and Problem Reports (ETD)
The growing deployment of variable renewable energy (VRE) sources, such as wind and solar, is mainly due to the decline in the cost of renewable technologies and the increase of societal and cultural pressures. Solar and wind power generation are also known to have zero marginal costs and fuel emissions during dispatch. Thereby, the VRE from these sources should be prioritized when available. However, the rapid deployment of VRE has heightened concerns regarding the challenges in the integration between fossil-fueled and renewable energy systems. The high variability introduced by the VRE as well as the limited alignment between demand and …
Effects Of Changes In Land Use Land Cover And Climate On Long-Term Total Dissolved Solids Trends In The Mid-Atlantic Region Of The United States, Melaine Edouard Kolimedje
Effects Of Changes In Land Use Land Cover And Climate On Long-Term Total Dissolved Solids Trends In The Mid-Atlantic Region Of The United States, Melaine Edouard Kolimedje
Graduate Theses, Dissertations, and Problem Reports (ETD)
The Mid-Atlantic region (MAR) of the U.S. is subjected to a variety of stressors that affect the headwaters of the major rivers. Some of these stressors are abandoned mine drainage, agriculture, municipal point sources, urban areas, out-of-basin diversions, competing water uses, rapid population growths in the lowlands, alterations in water availability due to climate change and habitat alteration. In addition to these regional stressors, the rapid population growths and energy sources shifting have resulted in changes in land use and land cover (LULC) over the last few decades. The interactive effects of LULC and interannual/long-term climate changes have resulted in …
Discriminative Stimulus Effects Of Cannabidiol Oil In Rats, Rebecca L. Chalme
Discriminative Stimulus Effects Of Cannabidiol Oil In Rats, Rebecca L. Chalme
Graduate Theses, Dissertations, and Problem Reports (ETD)
Cannabidiol (CBD) is one of the major centrally active phytocannabinoid components of cannabis, and has been approved by the FDA only for the treatment of two rare seizure disorders. However, CBD has been touted as a potential treatment for anxiety in place of more traditional treatments like benzodiazepines. Although there is some evidence of anxiolytic effects of CBD, its suitability as a substitute for benzodiazepines is unknown. This experiment was designed to assess to what extent CBD shares interoceptive discriminative-stimulus properties with the anxiolytic chlordiazepoxide (CDP), a benzodiazepine. In the present experiment, a range of doses (0-333.3 mg/kg) of over-the-counter …
Jerome Franke’S “Architectural Practice” Exercises For Mendelssohn’S Violin Concerto In E Minor, Op. 62 And Lalo’S Symphonie Espagnole In D Minor, Op. 21, Yaniv Gutman
Graduate Theses, Dissertations, and Problem Reports (ETD)
Since their original publications, Otakar Ševčík’s Analytical Studies & Exercises books have been used as practical guides to practicing standard violin repertoire. Jerome Franke (1948-2019) was Assistant Concertmaster of the Milwaukee Symphony Orchestra for approximately twenty-five years, Concertmaster of the Milwaukee Ballet Orchestra and the Green Bay Symphony Orchestra, string advisor for the Milwaukee Youth Symphony Orchestra and the Fox Valley Youth Symphony Orchestra, founder of the Cedarburg Chamber Ensemble and a founding member of Quartet Dubuffet, violin instructor at Wisconsin Lutheran College and conductor of the school’s “Chamber Strings'' orchestra, and a crossover musician and recording artist. Franke, who …
In Vitro And In Vivo Toxicological Evaluation Of Emissions From The Fused Filament Fabrication Three-Dimensional Printing, Mariana T. Farcas
In Vitro And In Vivo Toxicological Evaluation Of Emissions From The Fused Filament Fabrication Three-Dimensional Printing, Mariana T. Farcas
Graduate Theses, Dissertations, and Problem Reports (ETD)
Fused filament fabrication (FFF), a three-dimensional (3-D) printing process, is an emerging technology that has recently gained wide popularity among both consumers and manufacturers. As filament is heated to above its glass transition temperature in a 3-D printer, a portion may undergo thermal decompostion, which releases ultrafine particles (UFP) and volatile organic compounds (VOCs) with potential adverse respiratory health effects are released into the air. This study's central hypotheses is that emissions generated during 3-D printing are toxic and exposure to these emissions induces pulmonary and systemic adverse health effects. Considering that currently, limited understanding is available on the health …
An Analysis Of Coordinated Responding, Brian Katz
An Analysis Of Coordinated Responding, Brian Katz
Graduate Theses, Dissertations, and Problem Reports (ETD)
Experimental analyses of coordinated responding (i.e., cooperation) have been derived from a procedure described by Skinner (1962) in which reinforcers were delivered to a pair of subjects (a dyad) if both responded within a short interval, thus satisfying a mutual-reinforcement contingency. Although it has been suggested that this contingency enhances rates of temporally coordinated responding, limitations of past experiments have raised questions concerning this conclusion. The present experiments assessed three of those limitations by holding the schedule of reinforcement (Experiment 1: fixed-ratio 1; Experiment 2; variable-interval 20 s) constant (1) across phases and (2) between dyad members, and (3) varying …
Effects Of Blended Integrity Failures On Reinforcement-Based Interventuions, Stephanie Hope Jones
Effects Of Blended Integrity Failures On Reinforcement-Based Interventuions, Stephanie Hope Jones
Graduate Theses, Dissertations, and Problem Reports (ETD)
Reinforcement-based interventions reduce problematic behavior when implemented as designed. However, the effectiveness of these interventions may decrease when deviations from treatment protocols (i.e., treatment-integrity errors) occur. Treatment-integrity errors differentially impact reinforcement-based interventions based on multiple factors, including how frequently errors occur and the intervention type. Even nominally acceptable integrity values (e.g., 80%) may be detrimental depending on the intervention. To evaluate this possibility and directly compare the effectiveness of multiple reinforcement-based interventions, we conducted two within-subject evaluations using laboratory arrangements. For both experiments, we recruited four undergraduate students to participate in a computer task that involved clicking on moving circles …
Effect Of Pad Design And Bracket Manufacturing Method On Bracket Bond Strength, Dustin Osborne
Effect Of Pad Design And Bracket Manufacturing Method On Bracket Bond Strength, Dustin Osborne
Graduate Theses, Dissertations, and Problem Reports (ETD)
Objective: The objective is to determine if there is a significant difference in shear bond strength and debonding characteristics between one-piece metal brackets made by metal injection molding (MIM) and multi-piece metal brackets made by machining then soldering/brazing with differing pad designs. Methods: A total of thirteen metal orthodontic brackets manufactured by 8 different companies were divided into two groups: one-piece MIM and multi-piece brackets. Each group consisted of 10 brackets for a total of 130 brackets. Brackets were bonded to stainless steel tubes with a universal bonding technique. Samples were tested on the universal Instron testing machine to measure …
Evaluation Of Dental And Skeletal Changes With Sequential Distalization Of Maxillary Molars Using Clear Aligners: A Preliminary Study, Minh Phi Nguyen
Evaluation Of Dental And Skeletal Changes With Sequential Distalization Of Maxillary Molars Using Clear Aligners: A Preliminary Study, Minh Phi Nguyen
Graduate Theses, Dissertations, and Problem Reports (ETD)
Introduction: Class II malocclusions can be treated with appliances such as the pendulum appliance or distal jets to distalize maxillary molars to achieve a Class I molar relationships. It is not clear in the literature whether these clear aligners can distalize maxillary molars, dental tipping, or translation. The objective was to evaluate the dental and skeletal changes in three planes spaces using CBCT scans and compare the treatment changes with a control group of subjects. Methods: Eight Class II division 1 malocclusions patients treated with maxillary molar distalization using clear aligners. Twelve molars were evaluated for tooth movement in three …
Three Essays On “Energy , Environment, And Developmental Economics”, Bolarinwa Ajanaku
Three Essays On “Energy , Environment, And Developmental Economics”, Bolarinwa Ajanaku
Graduate Theses, Dissertations, and Problem Reports (ETD)
This dissertation examines topics related to renewable energy development and investment planning, energy markets, environment degradation and economic development. The substantial ecological costs of deforestation are well known and considered globally important due to biodiversity loss, land degradation, soil erosion, and contributions to climate change. The first essay focuses upon understanding the tradeoff between development and deforestation in Africa. In the second essay, spatial analysis and Geographic Information System (GIS) are applied to determine potential locations for wind farms development in the state of West Virginia. Lastly, the third essay examines the role of wind power penetration on wholesale electricity …
Enabling Technologies For Medicinal Chemistry And Synthesis: I. Cannabinoids; Ii. Illudalic Acid; Iii. Microwave Chemistry, Harvey Fulo
Graduate Theses, Dissertations, and Problem Reports (ETD)
Innovations in synthetic organic chemistry such as methodology improvements, new chemical transformations and technology development significantly impact medicinal chemistry and continue to drive the drug discovery process. Here, new cyclization strategies to the pharmaceutically underexplored 3,3-dimethylcyclopentane-fused aromatic rings are described. One approach highlighted oxidative cycloisomerization, intermolecular [2+2+2] cyclotrimerization and 5-exo-dig cyclization providing indanoylindole cannabinoids that possess high affinity for human CB2 receptors at nanomolar concentration and good selectivity index. Another featured a [4+2]-type benzannulation reaction which enabled the 5-step synthesis of illudalic acid — compared to the current available sequences (≥16 steps) — and its equipotent and LAR-selective analogs. …
Examining Changes In Learning And Engagement Of Higher Education Students In A Fully Online Flipped Learning Distance Education Classroom, James David Riel
Examining Changes In Learning And Engagement Of Higher Education Students In A Fully Online Flipped Learning Distance Education Classroom, James David Riel
Graduate Theses, Dissertations, and Problem Reports (ETD)
The challenge of implementing effective online distance education courses for academics and institutions is a centuries-old task. We can look across early developments in the 18th century with the creation and delivery of correspondence courses; into the 20th century with teaching and learning across analog methods such as audio and video; and now in the current era of digitized mechanisms that enable the online classroom. This includes advances in internet technologies and computing abilities that are the empowering the backbone processes, bridging connectivity between the student and the instructor. As society has trended toward massive increases in online …
Quantifying The Impact Of Load-Following On Gas-Fired Power Plants, Yifan Wang
Quantifying The Impact Of Load-Following On Gas-Fired Power Plants, Yifan Wang
Graduate Theses, Dissertations, and Problem Reports (ETD)
Due to rapid penetration of renewables into the grid, natural gas combined cycle (NGCC) power plants are being forced to cycle their loads more frequently and rapidly than for which they were designed. However, the impact of load-following operation on plant efficiency and equipment health are currently poorly understood. The objective of this work is to quantify the impact of load-following on the gas-fired plants by developing high-fidelity multi-scale dynamic models. There are four main tasks in this project. First, dynamic model of an NGCC power plant has been developed. The main components of the NGCC plants are the gas …
Investigation Of Novel Mitoneet Ligand Nl-1 As A Therapeutic For Cerebral Ischemia And Reperfusion Injury, Pushkar Saralkar
Investigation Of Novel Mitoneet Ligand Nl-1 As A Therapeutic For Cerebral Ischemia And Reperfusion Injury, Pushkar Saralkar
Graduate Theses, Dissertations, and Problem Reports (ETD)
Cerebral ischemia reperfusion injury, a common type of stroke, is a neurodegenerative disorder which is the leading cause of permanent disability in the United States. The underlying pathophysiology of ischemic stroke involves an occlusion in the vasculature supplying oxygen and glucose to the brain tissue, leading to infarction and eventual necrosis in the brain. MitoNEET is an outer mitochondrial protein that plays a role in the cellular bioenergetics and its redox physiology. Although its endogenous ligands are under investigation, mitoNEET binds molecules with a thiazolidinedione moiety, such as NL-1. This dissertation investigates NL-1 as a potential cytoprotective agent, and its …
An Examination Of The Start Now Dialectical Behavior Therapy-Based Intervention Plus A Behavioral Level System On Male Inmate Misbehavior, Aggressive Behavior, And Mental Health, Victoria Disciullo
An Examination Of The Start Now Dialectical Behavior Therapy-Based Intervention Plus A Behavioral Level System On Male Inmate Misbehavior, Aggressive Behavior, And Mental Health, Victoria Disciullo
Graduate Theses, Dissertations, and Problem Reports (ETD)
The purpose of this study was to evaluate the impact of the START NOW program + behavioral level system (BLS) in a self-contained therapeutic community (SCTC) on inmate misbehavior at a correctional facility in a southern state. The SCTC includes the START NOW manualized mental health treatment, recreation groups, process groups as needed, and additional positive reinforcement to target inmate prosocial behavior (i.e., level system to obtain privileges). Inmate data was evaluated at 3-months pre-START NOW intervention and 3-months post-START NOW intervention to determine if there were differences in the number of referrals to mental health services for misbehavior, write-ups …
A Performance Guide To Prokofiev: Romeo And Juliet For Solo Tuba, John Christopher Dicesare
A Performance Guide To Prokofiev: Romeo And Juliet For Solo Tuba, John Christopher Dicesare
Graduate Theses, Dissertations, and Problem Reports (ETD)
As the most recent brass instrument to be added to the standard orchestra, the tuba’s solo repertoire is relatively new compared to other orchestral instruments. Ralph Vaughan Williams composed the first major concerto for tuba in 1954, over 100 years after the tuba’s creation in 1835 by Wilhelm Friedrich Wieprecht and Johann Gottfried Moritz. Though many composers — including Bruce Broughton, Eric Ewazen, Paul Hindemith, Gunther Schuller, and John Williams — have written solos for the tuba since Vaughan Williams, performers rely on arrangements and transcriptions of existing works to fill gaps in the repertoire. In 2011, Chicago Symphony Orchestra’s …
Static And Dynamic Analysis Of Composite Plates Using The Monna Finite Element, Mohamed Emadeldin Omar Abdelhadi
Static And Dynamic Analysis Of Composite Plates Using The Monna Finite Element, Mohamed Emadeldin Omar Abdelhadi
Graduate Theses, Dissertations, and Problem Reports (ETD)
Composite materials are replacing metals in many fields due to their favorable qualities such as strength-to-weight ratio, fatigue characteristics, and corrosion resistance. An efficient, versatile, and accurate composite plate element applicable to the dynamic analysis of composite plates would help the advancement of composites tremendously.
The objective of this research is to analyze composite plates using the classical laminated plate theory (CLPT), first-order deformation theory (FSDT), and higher-order deformation theory (HSDT) with the applicable finite element modeling (FEM) for each theory. This thesis investigates which theory is more efficient and accurate and evaluates the benefits of using an h-p-version …
Topic Modeling And Cultural Nature Of Citations, Marie Coraline Dumaz
Topic Modeling And Cultural Nature Of Citations, Marie Coraline Dumaz
Graduate Theses, Dissertations, and Problem Reports (ETD)
Ever since the beginning of research journals, the number of academic publications has been increasing steadily. Nowadays, especially, with the new importance of online open-access journals and databases, research papers are more easily available to read and share. It also becomes harder to keep up with novelties and grasp an idea of the general impact of a given researcher, institution, journal, or field. For this reason, different bibliometric indicators are now routinely used to classify and evaluate the impact or significance of individual researchers, conferences, journals, or entire scientific communities. In this thesis, we provide tools to study trends in …
Updates And Improvements To The Satellite Drag Coefficient Response Surface Modeling Toolkit, Phillip Logan Sheridan
Updates And Improvements To The Satellite Drag Coefficient Response Surface Modeling Toolkit, Phillip Logan Sheridan
Graduate Theses, Dissertations, and Problem Reports (ETD)
For satellites in Low Earth Orbit, the drag coefficient is a major area of uncertainty. Researchers at the Los Alamos National Laboratory have created a Response Surface Modeling (RSM) toolkit to provide the community with a resource for simulating and modeling satellite drag coefficients in Free Molecular Flow. The toolkit combines the high fidelity of numerical simulation techniques with the speed of regression modeling. Specifically, it uses a training sample of drag coefficients simulated with the Test Particle Monte Carlo method with the robust Gaussian Process Regression approach. The RSM toolkit is the prime process to become a toolkit of …
Plant Species Identification In The Wild Based On Images Of Organs, Meghana Kovur
Plant Species Identification In The Wild Based On Images Of Organs, Meghana Kovur
Graduate Theses, Dissertations, and Problem Reports (ETD)
Image-based plant species identification in the wild is a difficult problem for several reasons. First, the input data is subject to a very high degree of variability because it is captured under fully unconstrained conditions. The same plant species may look very different in different images, while different species can often appear very similar, challenging even the recognition skills of human experts in the field. The large intra-class and small inter-class image variability makes this a fine-grained visual classification problem. One way to cope with this variability and to reduce image background noise is to predict species based on the …