Digital Commons Network^™

Deep Learning-Based Model For Automated Prediction Of Coastal Changes: A Robust Approach To Environmental Forecasting, Tsair-Fwu Lee, Chu-Ho Chang, Chin-Shiuh Shieh, Chih-Hsien Wu, Jen-Chung Shao, Chien-Liang Chiu

Journal of Marine Science and Technology–Taiwan

The coastline stands as a critical domain encompassing industry and the environment. The escalating global warming, leading to elevated sea levels and intensified wave-current interactions, has given rise to substantial coastal erosion. This predicament, in conjunction with excessive human development and Taiwan's coastal areas' extreme climatic impact, accentuates the perceptibility of coastal beach alterations. As a result, coastal erosion has emerged as a pressing issue necessitating resolution. Traditional methodologies for assessing coastline changes have conventionally relied on manual measurements. However, owing to the fluctuating distance of coastlines, influenced by tidal patterns, extended measurement processes over several months are susceptible to …

Model Performance For Predicting Trends And Analyzing The Impacts Of Sea Surface Temperature Changes In The Gulf Of Thailand, Tanatpong Udomchaipitak, Nathaphon Boonnam

Journal of Marine Science and Technology–Taiwan

This study focuses on assessing and improving the predictive performance of sea surface temperature (SST) in the Gulf of Thailand under unique environmental challenges. Data from the Hybrid Coordinate Ocean Model (HYCOM) were utilized, covering the period from July 1994 to June 2024 at depths ranging from 0 to 30 meters. After cleaning the data using the Interquartile Range (IQR) method, the processed dataset was tested using four models: Recurrent Neural Network (RNN) architectures, including Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU), as well as Convolutional Neural Networks (CNNs). Model performance was enhanced by tuning the parameters over …

关于公共厕所商业化可持续研究, Xiaolu Zhou

Lingnan Theses (Doctoral degree)

随着全球公共卫生意识的提升，“厕所革命”已成为改善城市面貌、丰富和增进城市功能、提升公共健康水平的关键行动，公厕是城市管理和服务中较为细节的部分。但是细节不代表小事，它往往决定了一座城市的品味和气质，公厕建设得好不好，管理得行不行，直接影响到了公众的生活质量，是现代城市中必不可少的重要基础设施。公厕在城市运行、保障社会活动、方便公众生活及丰富城市文化中起着非常重要的作用，更与环境保护、水资源管理及社会经济发展紧密相连。

本文研究的问题是探索厕所革命的商业可持续性实践路径。厕所革命在商业上具备可持续性，面临着诸多挑战，如经济成本、技术创新、政策法规以及社会文化等方面的制约。

本文采取了文献综合梳理、实例深度剖析以及调查问卷等多种研究方法。为了全面衡量厕所革命在商业层面的价值潜质及其对未来社会、生态环境和经济体系的深远影响，我们首先对现阶段厕所革命的实况进行了全方位深度探究，以揭示其所主要面临的商业可持续性难题，并针对性地提出一系列应对策略。

结果显示，推动厕所革命商业化持续发展的策略核心在于产品创新、商业模式构建、战略合作关系构建以及社会文化教育宣传，这实质上是借助商业反哺公厕即“以商养厕”模式来实现这一可持续进程。为了有效降低经济负担并增强市场接纳度，采取诸如公私合作经营、引入社会资本和利用政策性财政扶持等多元化的资本筹集手段至关重要。此外，研发与普及高效节能的厕所技术及资源循环再利用技术，则为解决产品革新层面的难题提供了有力支撑。进一步讲，通过积极研发出能节约资源且运行成本低的技术方案，并将其广泛应用至市场中，无疑有助于化解产品创新环节所面临的种种挑战。最后，在社会文化层面，提升公众对厕所革命的认知意识并引导其行为习惯发生积极转变，也是克服相关难题的关键一环。唯有当社会各界普遍认识到厕所革命的重要性，并愿意在日常生活中采纳更加卫生、环保的使用方式，这场革命才能真正地深入人心，从而确保其商业可持续性的最终实现。

本研究对于推动厕所革命的商业可持续性具有重要的理论和实践意义。它不仅为政府、企业和社会提供了有益的参考和建议，也为未来的研究和实践指明了方向。通过研究者和实践者不断的努力，探索出中国厕所革命商业可持续发展的新模式，将厕所革命的成果作为“一带一路”讲好中国故事，给世界其他欠发达地区提供可参考案例。

With the increasing awareness of global public health, the "toilet revolution" has become a key action to improve urban appearance, enrich and enhance urban functions, and enhance public health levels. Public toilets are a more detailed part of urban management and services. However, details do not represent small things. They often determine the taste and temperament of a city. The construction and management of public toilets directly affect the quality of life of the public and are essential infrastructure in modern cities. Public toilets play a very important role in urban operations, ensuring social activities, …

Racial-Ethnic Differences In The Associations Between Functional Disabilities And Subsequent Depression Among Community-Dwelling Midlife And Older Adults In The Us, Debasree Das Gupta, Uma Kelekar, Kallol Kumar Bhattacharyya, Sidney Carl Turner

Kinesiology and Health Science Faculty Publications

Background: The intersection of race/ethnicity with disability is a critical dimension of mental health outcomes in later ages that remains under-investigated.

Objective: We examined the role of race-ethnicity in moderating the associations between functional disabilities and subsequent depression among Americans 51 and older and stratified into the two age-groups of midlife (51-64) and older adults (≥65).

Methods: Using a nationally representative sample of community-dwelling Americans (≥51; n=7,475) in the 2016-2018 Health and Retirement Study, we conducted bivariate and multivariable regression analyses. Racial-ethnic groups included non-Hispanic (NH) Black, Hispanic, and NH White and a binary (0/1) outcome defined subsequent depression in …

Stress Dynamics Between Clinical Supervisors And Allied Health Students: A Scoping Review Protocol, Piao Wang

Funded Scholarship

Introduction: The aim of this scoping review is to connect theoretical research related to stress with practical applications to supervision experiences within allied health professions. Understanding the implications of stress between clinical supervisors and allied health students will allow for better insights to improve supervisory methods within clinical training, stronger mentorship and lead to better quality patient care.

Methods and analysis: This review is conducted according to Joanna Briggs Institute (JBI) methodology for scoping reviews, which includes defining the research question, developing inclusion criteria and searching for, selecting, extracting and analysing the evidence. A literature search will be conducted in …

Body Perception Attributes As Reflected On The Holistic Wellness Mirror, Priscilla Njeri Gitimu, Rudolph T. Bedeley, Lucy W. Gichaga, Caroline Kobia Kobia, Andie N. Day, Carmi Bobwealth-Omontese, Shinina Shani

Funded Scholarship

Pressure about body perception impacts well-being, and adopting holistic wellness promotes lasting health. The purpose of this study was to explore how body perceptions relate to holistic wellness by modeling a holistic wellness mirror based on the human triad of the body, mind, and spirit. The survey research method and convenient sampling were used, yielding 317 respondents from college classes and social media platforms. The survey was a combination of body perception scales and questions about holistic wellness: healthy eating, happiness, and religiosity. Analysis of variance results indicate that body appreciation and neutrality are significantly higher for individuals with higher …

New Laws Aim To Improve Oral Health, Lance Plunkett Jd, Llm

The New York State Dental Journal

Increased access to fluoride varnish and expanded health and wellness campaign is expected to improve oral health of children and adults. The end of 2024 brought two new laws that specifically affect dentistry. The first such law, Chapter 457 of the Laws of 2024, took effect on Nov. 15. It amended Section 6608 of the New York State Education Law to allow registered dental assistants to apply topical fluoride varnish. Topical fluoride varnish had previously been limited to dentists and dental hygienists. It also amended Section 6902(2) of the Education Law to allow licensed practical nurses (LPNs) to apply topical …

A Question For Dentists Why Mediation?, Shahram (Sean) Shekib J.D., D.D.S., Martin Applebaum J.D., M.A.

The New York State Dental Journal

Like peer review, carefully structured and executed mediation is a beneficial tool for resolving disputes.

N Y State Dent J January 2025

The New York State Dental Journal

In the January 2025 issue, the reader will find the following feature articles:

• The Open Apex Challenge: A Case Series
• Pathological Changes in Soft Tissues Associated with Radiographically Normal Impacted Teeth
• Bridging the Dental Care Gap: Addressing Oral Health Disparities in New York State Nursing Homes
• Dental Management of a Talon Cusp on a Permanent Incisor in Traumatic Occlusion

This issue includes regular columns with regional news impacting the New York membership including: editorial and perspectives columns, legal, association activities, component news, continuing education opportunities, and classifieds.

Bulletin 2025-2026, Seattle University School Of Law

Viewbooks

No abstract provided.

He's A Builder, But Does Trump Have An Urban Agenda?, Mark Davidson

Geography

For 20 years, turbulence has defined American urbanism. In the late noughties, a global financial crisis pushed many US cities to the brink of bankruptcy. Austerity followed, with belt-tightening squeezing city services. Then came Trump, then came COVID. The pandemic would, unpredictably, make US cities cash rich thanks to the Federal government's largesse. And now we await Trump 2.0. For US cities the prospect of radical change seems real. But what type of reform will Trump bring? Herein lies the difficulty. Trump 2.0 is as hard to predict as the first version was. Immigration, tariff reform and government efficiency are …

Bed Allocation Model For Infection Control During A Pandemic, Rosemary R. Seva, Dennis E. Cruz, Lourdes Marie Tejero

DLSU Business & Economics Review

This study proposes a model of allocating beds in a hospital considering infection control during a pandemic. The problem was formulated using the quadratic assignment problem (QAP) in a multi-period planning horizon. The main objective is to

minimize the spread of infection by maximizing the total distance (TD) between areas assigned to the pandemic and non- pandemic patients. Model validation using GAMS showed that the assignment of patient groups to areas is determined by

the arrival rates of patients and the area’s capacity. The model was able to identify periods when the sharing of space was more advantageous. The model’s …

Modified Waspas Technique For Triangular Fuzzy Neutrosophic Number Multiple-Attribute Decision-Making To Safe Operation Risk Assessment Of Batteries In Energy Storage Power Stations, Lunsen Zou, Zhiqiang Wang, Jin Wang, Linwei Wang, Liangrui Zhou

Neutrosophic Sets and Systems

With the proposal of China's "dual carbon" goals and the rapid development of the energy storage industry, in recent years, there have been more and more reports on safety accidents of energy storage power stations in the application of the energy storage industry. It can be seen that the pressure and safety hazards of the safe operation of energy storage power stations have significantly increased, and safety issues have become the main bottleneck restricting the good development of the energy storage industry. The safe operation risk assessment of batteries in energy storage power stations could be considered (MADM). Recently, the …

Correlation And Regression Coefficients Of Neutrosophic Graph Products Using Minimum Spanning Tree For Enhancing Healthcare Strategies, A. Meenakshi, Shivangi Mishra J

Neutrosophic Sets and Systems

This paper investigates the correlation and regression coefficients (CRCs) of single-valued neutro sophic graph products (SVNGPs) with a focus on the minimum spanning tree (MST) and their applications in enhancing healthcare strategies. Single-valued neutrosophic Graph (SVNG) is an extension of traditional graph theory that uses neutrosophic logic to solve uncertainties and indeterminacy. We have introduced the modular and strong products of SVNGs and calculated the CRCs with and without using MST to evaluate the relationships within healthcare networks. A comparative analysis has been done for CRCs with and without MST which helps to increase the accuracy and efficiency of CRCs. …

, Superhypersoft-Driven Evaluation Of Smart Transportation In Centroidous-Moosra: Real-World Insights For The Uav Era, Mona Mohamed, Ahmed M. Abdelmouty, Khalid Mohamed, Florentin Smarandache

Neutrosophic Sets and Systems

Over recent decades unmanned aerial vehicles (UAVs) have significantly impacted many areas and applications that affect our daily lives. Such as transportation, healthcare, and agricultural surveillance and management. Along with intelligently digitizing these sectors. Hence, this study focuses on exhibiting UAVs' contributions to transportation systems to be smart. An intelligent decision-maker framework is constructed to evaluate smart transportation systems (STSs) that leverage UAVSs in their operations. Preferencing candidates of STSs conduct the evaluation process based on a set of criteria and attributes. Moreover, the new multi-criteria decision-making (MCDM) of centroidous to obtain criteria attribute weights. As well as Multi-objective optimization …

A Robust Neutrosophic Model For Risk Management In Livestock Supply Chains: A Case Study Towards Sustainable Practices, Abdullah Ali Salamai

Neutrosophic Sets and Systems

This study proposed a decision machining methodology to identify and evaluate the risks based on the livestock supply chain (LSC). The risks related to LSC are identified and collected by the opinion of the experts and decision-makers. We collected 11 LSC criteria and nine alternatives. We proposed an uncertainty framework to deal with uncertainty and vague information in the evaluation process. We used the type-2 neutrosophic set (T2NSs) to deal with vague data. The T2NSs were proposed under multi objective optimization based on simple ratio analysis (MOOSRA) to rank the alternatives. We identified nine strategies to reduce risks in LSC. …

A Triangular Fuzzy Neutrosophic Model For Assessing And Optimizing Educational Quality In University Badminton Initiatives: A Comprehensive Study, Yi Zheng, Jun Chen

Neutrosophic Sets and Systems

The evaluation of teaching quality in public badminton classes at general universities primarily considers students' learning outcomes, teachers' teaching abilities, class organization, and the appropriateness of the teaching content. Evaluation criteria include students' mastery of skills, participation, interest development, and teachers' teaching methods, classroom management, and interaction effectiveness. By combining quantitative and qualitative approaches, the evaluation aims to assess teaching quality, promote improvements, enhance students' physical fitness and sports skills, and support teachers' professional development and improvement of teaching standards. The teaching quality evaluation of public badminton classes at general universities is a multi-attribute decision-making (MADM). In this paper, a …

An Efficient Neutrosophic Weighted Sum Approach With Insights Into Engineering Project Management Performance Assessment, Rong Yan, Yongguang Han, Liqing Hao

Neutrosophic Sets and Systems

Project engineering management performance evaluation is a systematic assessment of various tasks in the project management process to measure performance in areas such as efficiency, quality, schedule, and cost control. Through evaluation, strengths and weaknesses in management can be identified, ensuring the achievement of project objectives and optimizing resource allocation. This evaluation not only helps improve the overall management level of engineering projects but also provides valuable experience and insights for future projects, thereby facilitating smooth implementation and successful delivery. The project engineering management performance evaluation is multiple-attribute decision-making (MADM). Recently, the weighted sum method (WSM) method has been established …

A Statistical Comparison Study Of A Real-Life Survey Data On Procedural Justice Via Neutrosophic Likert Scale With Score Function And Classical Likert Scale, Seher Bodur, Selçuk Topal, Hacı Gürkan

Neutrosophic Sets and Systems

The present study aims to examine the distinctions between Likert and Neutrosophic scales in their ability to measure organizational behaviors and the many dimensions of organizational justice. To evaluate procedural justice, 6 questions measuring procedural justice from the Learning Environment Questionnaire were used. Compared to the Likert scale, the Neutrosophic scale exhibited greater decision weights and a more distinct expression of participants' ideas due to its ability to capture more complex replies. The reliability of both scales was found to be high, as indicated by satisfactory Cronbach's alpha coefficients. The results of the exploratory factor analysis indicated that both scales …

Analysis Of The Menstrual Product Initiative At The University Of Northern Iowa, Catrina Marie Tounjian

Honors Program Theses

Period poverty is defined as the inability to access menstrual products or adequate feminine hygiene due to economic vulnerability. This ultimately can cause social, political, and educational barriers. In the USA, 1 in 5 menstruating students will miss school since they are unable to obtain period products. The relationship between period poverty and educational disparities is not well understood but needs to be addressed to ensure equitable education. The provision of free menstrual products in public restrooms has slowly become more prevalent as a potential interventional approach. At the University of Northern Iowa (UNI) in Cedar Falls, Iowa, there is …

A New Application Of The Coimbra Method On Cranial Entheseal Changes, Emily Marie Carlo

Honors Program Theses

No abstract provided.

Language As Privilege: Socioeconomic Status And The Politics Of Foreign Language Learning, Brenda Koumondji

Honors Program Theses

This study investigates the relationship between socioeconomic status (SES) and foreign language learning among young adult learners. Much research suggests that parental education level, household income, and access to educational resources significantly shape language learning attitudes and behaviors. However, United States scholars have lagged in this analysis. Through a mixed-methods research approach, this study combines quantitative surveys and qualitative data to gather comprehensive insights on how SES influences foreign language acquisition, motivation, and advantages. Findings reveal that students with higher SES backgrounds consistently report greater access to language learning resources and significantly higher proficiency levels. While parental education might not …

Examining The Role Of Mental Health In Prisoner Reentry, Ireland Laughlin

Honors Program Theses

No abstract provided.

Hireability Of Female Hispanic Applicants By Accent/Career Type And Participant First Language, Lauren R. Logue

Honors Program Theses

There has been an influx of Hispanic immigrants in the United States, and negative attitudes toward these individuals have been increasingly expressed in the current political climate. There is discrimination toward the Hispanic community, and this includes in the workplace. One factor that may impact discrimination is accents. This study examined perceptions of women with Hispanic accents in an organizational context. Most previous research in this area has examined the perceptions of male job candidates with other types of accents. 314 participants evaluated a female job candidate who either had a Hispanic accent, did not have an accent (but had …

A Deep Dive Into The Alignment Of Classroom Management And A Social-Emotional Learning Curriculum, Aliya James

Honors Program Theses

No abstract provided.

Dei Initiatives Through The Eyes Of Young Consumers: Analyzing Gen Z And Gen Alpha Brand Perceptions, Rachel Stephany

Honors Program Theses

No abstract provided.

How Do Documentaries Depict The Experiences Of Juveniles In Correctional Facilities?, Emma Decker

Honors Program Theses

The juvenile justice system is an entity that is separate from the criminal justice system, with the intended purpose of accommodating the unique needs of juveniles. This system has the primary goals of rehabilitation and punishment, with an emphasis on rehabilitation. Most of the general population has had little to no contact with the juvenile justice system.. In order to fill this gap, a great portion of the public relies on media representation to build up a foundation of knowledge. This can include gaining information from news sources as well as crime based tv shows and documentaries. Little research has …

Attitudes Toward Juvenile Offenders: How Juvenile Justice Personnel Perceive Juvenile Recidivism, Morgan Barnette

Honors Program Theses

This study examined the relationship between juvenile justice personnel and the predictive factors of juvenile recidivism. With rising juvenile crime rates across the country, investigation into the causes of juvenile recidivism has also risen. However, not much research has been dedicated to the way juvenile justice personnel view juvenile recidivism. This study surveyed a sample of six juvenile justice personnel including judges, a lawyer, a probation officer, and a detention officer. The survey explored the types of crimes juveniles are perceived to be committing, the frequency of interactions with repeat offenders juvenile justice personnel are having in their respective professions, …

Inked Narratives: Exploring The Motivations Behind Tattoo Culture, Katelyn Bakker

Honors Program Theses

This study explores the motivations behind tattoo acquisition and the meanings individuals attribute to their tattoos, with a focus on a college-aged population in the Midwest. Using an online survey, I gathered responses from 649 participants to understand the cultural, social, and personal factors influencing tattoo decisions. The results show that tattoos are increasingly viewed as a form of self-expression, with significant differences in motivations between genders. Key motivations for obtaining tattoos include honoring relationships, personal expression, and commemorating life events. Additionally, the study highlights the role of peer influence in tattoo acquisition, suggesting that exposure to tattooed friends is …

Who Owns The Dead: The Unequal Access To Repatriation In Us Law, Sydney Blum

Honors Program Theses

No abstract provided.