Digital Commons Network^™

An Intelligent Identifying-While-Drilling Method For Geological Features Of Roof Strata In Coal Roadways Based On A 1dcnn-Bilstm-Cbam Model, Lei Zhiyong, Wang Jiawen, Fan Dong, Lu Feifei, Chen Weiming

Coal Geology & Exploration

Objective Most roof accidents in coal roadways occur in potential caving zones such as primary fissure-bearing zones and rock fracture zones. A significant approach to preventing roof accidents is to understand the geological features of roof strata in an accurate and timely manner and optimize support schemes and parameters of roofs. However, current methods for identifying the geological features of roof strata in roadways suffer from issues such as slow identification speeds, low efficiency, and high costs, thus failing to meet the demand for safe, efficient, and intelligent coal mining. Methods This study proposed a neural network model based on …

A Method For Intelligent Identification Of Weak Interlayer Characteristics During The Drilling Of Anchor Boreholes, Gao Dan, Yue Zhongwen, Wang Peng, Yue Xiaolei, Yan Yifei, Zhou Xingyuan, Li Yang

Coal Geology & Exploration

Objective The drilling quality of anchor boreholes is significantly influenced by the structural planes of weak interlayers within rock masses. Weak interlayers, tending to be hidden hazards within rock masses, affect the drilling stability and efficiency, further influencing the stability and safety of the whole support structure. Once drilled by drill bits, weak interlayers exhibit significant dynamic responses, which reflect the changes in rock mass structures during the drilling. Methods From the perspective of drilling specific energy, this study conducted digital drilling experiments on rock mass-like specimens bearing weak interlayers using the independently developed measurement while drilling (MWD) system, which …

Spatial Gap-Filling Of Himawari-8 Hourly Aod Products Using Machine Learning With Model-Based Aod And Meteorological Data: A Focus On The Korean Peninsula, Youjeong Youn, Seoyeon Kim, Seung Hee Kim, Yangwon Lee

Institute for ECHO Articles and Research

Given the complex spatiotemporal variability of aerosols, high-frequency satellite observations are essential for accurately mapping their distribution. However, optical remote sensing encounters difficulties in detecting Aerosol Optical Depth (AOD) over cloud-covered regions, creating data gaps that limit comprehensive environmental analysis. This study introduces a spatial gap-filling method for Himawari-8/Advanced Himawari Imager (AHI) hourly AOD data, using a Random Forest (RF) model that integrates meteorological variables and model-based AOD data. Developed and validated over South Korea from 1 January to 31 December 2019, the model effectively improved data coverage from 6% to 100%. The approach demonstrated high performance in blind tests, …

Multiphase Electrochemical Li-Ion Intercalation In Iron Selenite: Evidence Of Fe³⁺/⁴⁺ Redox And Single-Crystal-To-Single-Crystal Topochemical Transformation During Chemical Lithiation, Sutapa Bhattacharya, Aleksandr V. Chernatynskiy, Amitava Choudhury

Physics Faculty Research & Creative Works

An iron selenite-based cathode compound, LiFe(SeO₃)₂, is synthesized via a simple hydrothermal route. The bulk purity of the compound is confirmed by powder X-ray diffraction (PXRD), Mössbauer spectroscopy, and Fourier transform infrared spectroscopy (FTIR). The crystal structure determined from the single-crystal X-ray diffraction and Rietveld refinement of synchrotron PXRD data perfectly matches the previously reported structure in the I4̅2d space group. The crystal structure is built up of edge-sharing of FeO₆ octahedra and LiO₄ tetrahedra interconnected by SeO₃ trigonal pyramidal units, forming a three-dimensional open framework network with channels through all three axes. …

Study On The Seasonal Endobacterial Profile Of Avicennia Officinalis, Focusing On Core Bacterial Consortia Within Mangrove Pneumatophores, Devi R R, Vinod Prabhakar

Karbala International Journal of Modern Science

Microhabitats are smaller pockets of ecosystems with unique conditions and they serve as major contributors of species richness. Mangrove plants offer a diverse array of such microhabitats (rhizosphere, phyllosphere, endosphereetc), and the inhabitant bacteria benefit the host by providing better salinity tolerance, faster and better nutrient mobilization, protection from phytopathogens and assistance in seed germination. Identification of such beneficial bacteria,their growth requirementsandmetabolism, willhave direct application in the field of agriculture and ecosystem restoration. Hence in this study, effort has been made to elucidate the seasonal numerical and compositional profile of pneumatophore bacterial consortia of Avicennia officinalis, from the mangrove …

A Systematic Review Of The Effects Of Ai-Assisted Moderation On Individuals And Groups, Zehui Yu, Lukas Otto, Dennis Assenmacher, Claudia Wagner

Human-Machine Communication

This review paper provides a conceptualization of AI-assisted content moderation with various degrees of autonomy and summarizes experimental evidence for how different levels of automation in content moderation and related losses of autonomy affect individuals and groups. Our results show that current research predominantly focuses on individuallevel effects, necessitating a shift toward understanding the impact on groups. The study highlights gaps in exploring different levels of AI-assisted moderation interventions and misalignments of different conceptualizations that make comparing research results difficult. The discussion underscores the prevailing emphasis on harmful content removal and advocates for investigating more constructive moderation techniques, emphasizing the …

Clarifying Pascal's Wager: Charity As Decided, Earl Allyson P. Valdez

Budhi: A Journal of Ideas and Culture

Most of Blaise Pascal’s commentators see his famous wager as an argument on the practicability of faith, according to which, given the absence of certainty about the existence of God, one must believe in God because it is the most beneficial action. However, this interpretation of the wager fails to see it as a part of Pascal’s philosophical thought, which is centered on the primacy of charity through which the human being can find the happiness and fulfillment he seeks. This essay, in contrast, presents an interpretation of the wager that sees it as the culminating point of Pascal’s philosophical …

How Are We To Think About The Knowledge That We Should Know?, RaúL Fornet-Betancourt

Budhi: A Journal of Ideas and Culture

As a precondition of philosophical dialogue among different cultures, this essay forwards a series of questions regarding the epistemological presuppositions of the current dominant knowledge culture, which is characterized by a capitalistic, technological, and colonial ethos. By stating its presuppositions, situating these in the historical context of its development, and drawing their consequences, the essay opens up the possibility of overcoming this dominant ethos of knowledge through the recuperation of epistemological plurality by way of exchanges among a multiplicity of knowledge cultures. The essay proposes that it is philosophy’s task today to resist the dehumanization of knowledge by asking what …

How Does A Foreign Religion Thrive In An Indigenous Culture? A Comparative Study Of The Spread Of Foreign Religions In The Chinese-Speaking Cultural Sphere, Wei-Ding Tsai

Budhi: A Journal of Ideas and Culture

Religion can be considered, on one hand, to be a human practice dependent on its own culture. On the other hand, religion is also a system of beliefs with a dogmatic character. Because religion has the tendency to preserve its cultural form, it therefore encounters a paradoxical problem of adaptation when it spreads within a foreign cultural area: How can an extending religion retain both its own cultural core as well as be adaptable and modifiable, in order to be accepted by other foreign cultures? Through a comparison of the history of the spread of Buddhism, Christianity, and Islam within …

Dwelling Near In Mountains Farthest Apart: A Conversation, Remmon E. Barbaza

Budhi: A Journal of Ideas and Culture

In November 2012, Amsterdam-based Spanish visual artist Paloma Polo came to the Philippines for the initial phase of her project on land use and vulnerability. She was hosted by the Department of Philosophy at the Ateneo de Manila University, with some of whose members she began collaborating, including Remmon E. Barbaza, an associate professor of philosophy who is currently working on an interdisciplinary project on disaster risk management. Polo is currently based in Manila to develop a research project and to work on a film project on the topics mentioned earlier, and is collaborating and teaching as an adjunct professor …

The Search For Authentic Understanding And The Birth Of Radical Hermeneutics, Tran Van Doan

Budhi: A Journal of Ideas and Culture

This paper argues that it is the human search for authentic understanding that gives birth to radical hermeneutics, and not the reverse. Radical hermeneutics in the "contemporary" sense begins with Martin Heidegger's critical reinterpretation of Immanuel Kant's answer to the question of "What is the man?" (Was ist der Mensch?), and continues with his reflection on Being as the foundation of hermeneutics. Hans-Georg Gadamer has developed Heidegger's thesis into what he termed philosophical hermeneutics, while Jacques Derrida seized Heidegger's Kehre as the momentum to launch a typically Nietzschean interpretation, that is, to "return" to understanding in its genetic stage. Despite …

Informal Mathematics: In Tribes And Streets, Queena N. Lee-Chua

Budhi: A Journal of Ideas and Culture

Informal Mathematics: In Tribes and Streets

Development Of A Web-Based Information System For Student Leave Permission At Dar Al-Raudhah Islamic Boarding School: Iso Quality Standards Analysis, Bonita Destiana, Priyanto Priyanto, Rahmatul Irfan, Muhammad Gus Khamim, Muhammad Yusuf Ridlo, Muhammad Iqbal

Elinvo (Electronics, Informatics, and Vocational Education)

Dar Al-Raudhah Entrepreneur, Islamic Boarding School, has adopted digital technology by upgrading hardware and software also investing in reliable internet infrastructure. However, this school still faces issues with students’ leave permission process due to reliance on manual bookkeeping and Excel, which leads to potential errors. Based on those problems, this research aims to create a web-based student leave permission system called SIPERSAN. The SIPERSAN system was developed with a Waterfall development model, which includes requirements analysis, design, implementation, testing, and deployment. The database is managed with MySQL, and the system is developed using PHP with the Laravel framework. Based on …

Conformational Flexibility Of The C-Terminal Region Influences Distal Active Site Residues Across The Tautomerase Superfamily, Christopher Argueta, Andrew Parkins, Georgios Pantouris

Pacific Faculty Work

Consisting of more than 11,000 members distributed over five families, the tautomerase superfamily (TSF) is a large collection of proteins with diverse biological functions. While much attention has been given to individual TSF enzymes, a majority remain structurally and functionally uncharacterized. Given its large size, studying a representative member of each family offers a viable approach for extracting mechanistic insights applicable to the entire superfamily. In this study, cis-3-chloroacrylic acid dehalogenase (cis-CaaD), 5-carboxymethyl-2-hydroxymuconate isomerase (CHMI), malonate semialdehyde decarboxylase (MSAD), and 4-oxalocrotonate tautomerase (4-OT) were referenced against the well-studied macrophage migration inhibitory factor (MIF) and D-dopachrome tautomerase (D-DT) using triplicate 1 …

Conquer And Prevail Issue 176 November 21 2024, Wofford College. Office Of Marketing And Communications

Conquer and Prevail Newsletter

No abstract provided.

What Works When Working Together?: Cross-Sector Collaboration Barriers & Facilitators Of A Built Environment Health Impact Assessment In Southern Nevada, Maxim Gakh, Courtney Coughenour, Bertille Assoumou, Emily C. Strickler, Timothy J. Bungum, Jennifer R. Pharr, Pashtana Usufzy, Megan Mcdonough, Nicole Williams Bungum, Mindy Meacham

Environmental & Global Health Faculty Research

Purpose: Cross-sector collaboration can improve community health because decisions made across sectors influence health. Health Impact Assessments (HIAs) and other health-focused, cross-sector collaborations encounter challenges. This case study uses a completed HIA to explore factors impeding and supporting health-related cross-sectoral collaboration.

Methods: Semi-structured key informant interviews with 10 of 12 HIA working group participants were conducted and analysed using a content analysis approach.

Results: Analysis generated 48 codes across seven themes in three primary groups: HIA as a collaborative tool; logistical and systemic barriers; and benefits and logistical, interpersonal, and sectoral facilitators. Recognizing the importance of knowledge, analysis, and …

Bound States And Particle Production By Breather-Type Background Field Configurations, Abhishek Rout, Brett Altschul

Faculty Publications

We investigate the interaction of fermion fields with oscillating domain walls, inspired by breather-type solutions of the sine-Gordon equation, a nonlinear system of fundamental importance. Our study focuses on the fermionic bound states and particle production induced by a time-dependent scalar background field. The fermions couple to two domain walls undergoing harmonic motion, and we explore the resulting dynamics of the fermionic wave functions. We demonstrate that while fermions initially form bound states around the domain walls, the energy provided by the oscillatory motion of the scalar field induces an outward flux of fermions and antifermions, leading to particle production …

Using Practitioner Research To Improve An Instructor’S Practice In An Accelerated Developmental Reading And Writing Course, Pamela Herrington-Moriarty

Language, Literacy, and Sociocultural Studies ETDs

This dissertation study utilized practitioner research to analyze a developmental reading and writing course focused on an accelerated curriculum, problem-based learning, and a sociocultural perspective on academic literacy, which I taught at a community college. The study collected information-rich data from three students who participated in semi-structured interviews. This study applied the Framework for Success in Postsecondary Writing to analyze the course curriculum and resulted in recommended changes to three assignments based on the Framework for Success in Postsecondary Writing: (1) The Educational Autobiography, (2) the Summary Assignment, and (3) Letter Assignment, and four themes based on the student …

Statistical Analysis And Modeling Of Colon Cancer, Nessrin Bukhshim

USF Tampa Graduate Theses and Dissertations

Cancer is considered a health issue in the world. Many cancer research studies focus on improving the survival time of patients diagnosed with cancer, and they make an effort to find the methods that help them detect cancer and find effective treatments to increase the patient's survival time. In this study, we aim to understand the behavior of malignant tumor size in four stages. Our investigation seeks to uncover whether any statistically significant difference exists between the malignant tumor sizes of male and female patients at different cancer stages. We also investigate whether any parametric probability distribution function best fits …

Acoustic Energy For Use In Mass Spectrometry, Ashton N. Taylor

USF Tampa Graduate Theses and Dissertations

Analyzing lipid assemblies, including synthetically produced liposomes and naturally produced extracellular vesicles (EVs), is challenging due to their size, diverse composition, and tendency to aggregate. EVs contain a complex variety of lipids, proteins, and other metabolites. EVs composition can provide us insight into what is happening inside the body and a subcellular level and have potential for noninvasive biomarkers. Liposomes are vesicles that form with a simple phospholipid bilayer membrane and play important roles in drug delivery systems. The use of mass spectrometry (MS) allows for broad analysis of lipids from different classes but their release from the higher order …

Characterizing West Florida Shelf Reef Fish Communities Using A Scientific Echosounder, Edmund A. Hughes

USF Tampa Graduate Theses and Dissertations

The advancement and application of non-invasive fisheries survey technologies, such as the scientific echosounder, have significantly enhanced our understanding of fish populations and their habitats, more recently in regions where traditional sampling methods are limited, such as complex reef habitats. This research, conducted as part of the Continental Shelf Characterization, Assessment, and Mapping Project (C-SCAMP) on the West Florida Shelf, leverages acoustic and visual technologies to investigate the distribution of fish densities, fish target strength and length relationships, and the relationship between seafloor topography and fish biomass distribution.

The first study compared reef fish densities estimated from near-concurrent acoustic (Simrad …

Relationship-Influenced Cyber Hygiene (Rich) In Community Banks, Monte L. Ward

USF Tampa Graduate Theses and Dissertations

This dissertation is a research study that introduces the theoretical model of Relationship-Influenced Cyber Hygiene (RICH) through its investigation of the phenomenon the researcher experienced: how the interpersonal relationship between top management and cybersecurity personnel within smaller community banks influences the cyber hygiene of top management. Due to the value proposition of community banks to their clients and the limited budget of smaller institutions for investment in cybersecurity controls and initiates, community banks need additional strategies to achieve stronger cyber hygiene, especially as it relates the greatest weakness in most cybersecurity infrastructures—the human element. This study identifies and addresses a …

Descriptions That Tell, Katerina Sturgis

Dissertations, Theses, and Projects

In special education evaluations, a common assessment is the Woodcock-Johnson IV Test of Achievement. Special educators struggle to write clear and concise subtest descriptions that allow future educators and support staff to read the students’ results and come away with a clear understanding of the student’s present levels at the time of the evaluation. When giving the Woodcock-Johnson Assessment the evaluator must be familiar with the assessment, how it is given, and how to write the results. With personalized results for each sub-test, the reader should be able to pull information to determine the student’s present levels of learning, recovery …

Analysing Sound Characteristics Of Cello And Violin Using Fast Fourier Transform, Sinin Hamdan, Khairul Anwar Mohamad Said, Ahmad Faudzi Musib, Marini Sawawi, Aaliyawani Ezzerin Sinin

ASEAN Journal on Science and Technology for Development

The unique sound characteristics of music are based on multiple harmonic frequencies that exist within the sound waves. Through Fast Fourier Transform (FFT) software, the wave can be broken down into frequency and amplitude components. Spectrum analysis can be used quantitatively to describe these sound characteristics. In this paper, the frequency range present in the spectrum and the average intensity of the first 10 high notes in the sound are used to classify the sound characteristics of the cello and violin. This is done by generating a frequency (x-axis) and amplitude (y-axis) graph for the sounds of the cello and …

Cabotegravir Maintains Protective Efficacy In The Setting Of Bacterial Stis: A Secondary Analysis Of Hptn 083, Meredith E. Clement, Brett Hanscom, Daniel Haines, Jose A. Bazan, Nuntisa Chotirosniramit, Ryan Kofron, Sharon Mannheimer, Kenneth H. Mayer, Mayara Secco Torres Silva, Lydia Soto-Torres, Alex R. Rinehart, James F. Rooney, A Jennings, K Gomez-Feliciano, Marybeth Mccauley, Beatriz Grinsztejn, Raphael J. Landovitz, Et Al.

School of Medicine Faculty Publications

BACKGROUND: Sexually transmitted infections (STIs) have been shown to facilitate HIV transmission and acquisition. HPTN 083, a global clinical trial, demonstrated superiority of long-acting cabotegravir (CAB-LA) versus daily oral tenofovir disoproxil fumarate/emtricitabine (TDF/FTC) for HIV prevention among transgender women and cisgender men who have sex with men. This analysis assessed whether CAB-LA maintained protective efficacy when bacterial STIs (syphilis, rectal/urethral gonorrhea and chlamydia) were present. METHODS: STI events per 100 person-years (PY) were calculated, including by subgroups (age, race/ethnicity, gender, education, treatment arm, drug use, alcohol use, region/country, condom usage, partner number, marital status, baseline STI). Association between baseline factors …

Climatological Trends And Effects Of Aerosols And Clouds On Large Solar Parks: Application Examples In Benban (Egypt) And Al Dhafrah (Uae), Harshal Dhake, Panagiotis Kosmopoulos, Antonis Mantakas, Yashwant Kashyap, Hesham El-Askary, Omar Elbadawy

Mathematics, Physics, and Computer Science Faculty Articles and Research

Solar energy production is vastly affected by climatological factors. This study examines the impact of two primary climatological factors, aerosols and clouds, on solar energy production at two of the world’s largest solar parks, Benban and Al Dhafrah Solar Parks, by using Earth observation data. Cloud microphysics were obtained from EUMETSAT, and aerosol data were obtained from the CAMS and assimilated with MODIS data for higher accuracy. The impact of both factors was analysed by computing their trends over the past 20 years. These climatological trends indicated the variations in the change in each of the factors and their resulting …

Evaluating How Malaria Transmission Season, Residency, And Travel History Modify The Association Between Vector Control Method Use And P. Falciparum Infection In Accra, Ghana., Anna Beltrame

USF Tampa Graduate Theses and Dissertations

Background. Urbanization and population movements increase urban malaria risk, necessitating adjustments to traditional control strategies. Data on vector control methods in urban African settings and their association with malaria risk remain limited.

Objectives. To evaluate the association between vector control methods and Plasmodium falciparum infection in Accra, Ghana, and how this association varies by malaria transmission season, residency, and travel history.

Methods. This observation study utilized data from two cross-sectional household surveys conducted in March-April and June-July 2024 as part of the MUSE study. Participants were household members over six months old who gave consent, randomly selected from 13 health …

Compositional Characteristics And Relationships Between Oceanic Basement, Sediment, And Volcanic Arc Rocks: Geochemical Evolution Of The South China Sea And Luzon-Taiwan Arc, Antonio J. Luna

USF Tampa Graduate Theses and Dissertations

In this dissertation, I have characterized the geochemical signatures of the South China Sea (SCS) igneous basement and marine sediments with the intent to examine the results in the context of the understanding the origin and evolution of the SCS oceanic mafic crust, the type of sediments found in the SCS, and finally their impact on the composition of the island arc lavas within the northern Luzon Arc. This dissertation research has three main objectives:

1. Examining the origin, composition, and evolution of the SCS mid-ocean ridge basalt (MORB), as well as the preexisting crustal rocks recovered near the continent-ocean transition …

Artificial Reefs As Management Tools, Tiff Raetzel

USF Tampa Graduate Theses and Dissertations

Artificial reefs are attractive tools for fisheries management and reef conservation, as they can host large fish biomasses, including fisheries-important species, and they may supplement natural recruitment. Prior studies have established that artificial and natural reefs differ in habitat complexity and host both taxonomically and functionally distinct assemblages. These differences may impact how the reef types respond to environmental disturbance because ecosystem stability is dependent upon habitat structure, species composition, and trophic interactions. A question of management importance is whether artificial reefs host a less- or more-sensitive suite of species than natural reefs, and whether the assemblage is conducive to …

A Retrospective Analysis Of Thrombosis And Covid-19 Mortality In Rural Midwestern Population, John Dunton, Kaitlin Bierman-Macke, Taylor Little, Nicholas Zuk, Nova Beyersdorfer, Scott Goade, Kerry Johnson, Greg Stahl, Robert Arnce

Student Publications

Background

COVID-19 disease has caused a major global impact on health and mortality. This infection may predispose patients to thrombotic disease, caused by excessive inflammation, endothelial dysfunction, platelet activation, and stasis. In this study, we compared mortality rates in patients admitted to the hospital with the diagnosis of COVID-19, who also had the additional diagnosis of thrombosis with those who did not have thrombosis as an additional diagnosis.

Methods

This retrospective observational study compared mortality rates in patients admitted to the hospital with the diagnosis of COVID-19, with and without thrombosis, as well as those patients admitted to the hospital …