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Articles 86851 - 86880 of 5154076
Full-Text Articles in Entire DC Network
Powering Up Clinical Scholarship In Evidence-Based Practice For Nurse Residents, Evelyn Wang
Powering Up Clinical Scholarship In Evidence-Based Practice For Nurse Residents, Evelyn Wang
HSLIC Faculty and Staff Instructional Resources
This Nurse Residency Evidence-Based Practice workshop introduces core concepts of clinical scholarship for nurse residents, emphasizing how to turn clinical questions into structured literature searches and use HSLIC resources to support scholarly projects. Topics include framing answerable clinical questions (e.g., PICOT), navigating key clinical information tools (PubMed, CINAHL, PsycINFO, EMBASE, ClinicalKey, UpToDate), applying practical literature search techniques (Boolean operators, truncation, wildcards, proximity operators, subject headings), documenting basic search strategies, accessing full text (LibKey Nomad, proxy authentication, interlibrary loan and document delivery), and a brief introduction to critical appraisal tools and publishing supports available through HSLIC.
Employment Stability And Security Of Low-Wage Workers In The United States, Mathieu Despard, Guangli Zhang, Stephen Roll
Employment Stability And Security Of Low-Wage Workers In The United States, Mathieu Despard, Guangli Zhang, Stephen Roll
Center for Social Development Research
One quarter of workers in the United States make $35,000 or less, and nearly half of these are between 35 and 64 years old. Forty percent are caring for children in the home. As temporary and gig working arrangements become increasingly common, this brief explores the stability of work and income for low-wage workers. The analyses draw upon data from the Workforce Economic Inclusion and Mobility survey administered to a nationally representative sample of U.S. workers earning less than 250% of the federal poverty line. The findings from this work have direct implications for employment practices and labor policies.
Bedford Avenue Associates V. Gurley
Bedford Avenue Associates V. Gurley
All Decisions
In this project-based Section 8 non-payment proceeding, the tenant moved for summary judgment and an order to correct. The court granted the tenant's unopposed motion, dismissing the landlord's non-payment claim without prejudice due to the landlord's failure to serve the required Violence Against Women Act (VAWA) notice with the termination notice. The court also granted the tenant's demand for an order to correct housing violations, finding nine open violations in the apartment as per DHPD's report.
The Vascular Density/Angiogenesis Marker Cd31/Pecam1 Does Not Correlate With Overall Survival In Neuroendocrine Tumors, Nicholas J. Skill, Kenneth Avanzino, Yvette Bren-Mattison, J. Philip Boudreaux, Ramcharan Thiagarajan, Mary Maluccio
The Vascular Density/Angiogenesis Marker Cd31/Pecam1 Does Not Correlate With Overall Survival In Neuroendocrine Tumors, Nicholas J. Skill, Kenneth Avanzino, Yvette Bren-Mattison, J. Philip Boudreaux, Ramcharan Thiagarajan, Mary Maluccio
School of Medicine Faculty Publications
Abstract: Neuroendocrine neoplasms (NENs) are rare cancers. CD31/PECAM1 is an adhesion molecule that modulates endothelial cell-to-cell contact. Increased CD31 expression is a marker for tumor growth, and cancer aggressiveness. The purpose of this study was to better understand the prognostic value of CD31 expression in primary and metastatic NEN tumors in terms of correlations with overall survival and pathological metrics, tumor grade, and tumor primary/metastatic location. As NENs are highly vascular tumors, the hypothesis is that CD31 staining is an important prognostic biomarker and target. This is based on prior correlations between CD31 staining and 3-year recurrence-free survival in pancreas …
The Virtual Kitchen Challenge-Version 2: Validation Of A Digital Assessment Of Everyday Function In Older Adults, Marina Kaplan, Moira Mckniff, Stephanie M. Simone, Molly B. Tassoni, Katherine Hackett, Sophia Holmqvist, Rachel E. Mis, Kimberly Halberstadter, Riya Chaturvedi, Melissa Rosahl, Giuliana Vallecorsa, Mijail Serruya, Deborah A. G. Drabick, Takehiko Yamaguchi, Tania Giovannetti
The Virtual Kitchen Challenge-Version 2: Validation Of A Digital Assessment Of Everyday Function In Older Adults, Marina Kaplan, Moira Mckniff, Stephanie M. Simone, Molly B. Tassoni, Katherine Hackett, Sophia Holmqvist, Rachel E. Mis, Kimberly Halberstadter, Riya Chaturvedi, Melissa Rosahl, Giuliana Vallecorsa, Mijail Serruya, Deborah A. G. Drabick, Takehiko Yamaguchi, Tania Giovannetti
Department of Medicine Faculty Papers
BACKGROUND: Conventional methods of functional assessment include subjective self- or informant report, which may be biased by personal characteristics, cognitive abilities, and lack of standardization (eg, influence of idiosyncratic task demands). Traditional performance-based assessments offer some advantages over self- or informant reports but are time-consuming to administer and score.
OBJECTIVE: This study aims to evaluate the validity and reliability of the Virtual Kitchen Challenge-Version 2 (VKC-2), an objective, standardized, and highly efficient alternative to current functional assessments for older adults across the spectrum of cognitive aging, from preclinical to mild dementia.
METHODS: A total of 236 community-dwelling, diverse older adults …
Esg Performance In The Regulatory Transformation Era: A Systematic Thematic Review (2020–2024), Jiyeon Kim Ph.D., Wooyoung Yang
Esg Performance In The Regulatory Transformation Era: A Systematic Thematic Review (2020–2024), Jiyeon Kim Ph.D., Wooyoung Yang
Faculty Publications
Introduction:
The 2020-2024 period represents a regulatory transformation era in ESG research, marked by mandatory disclosure frameworks (CSRD/ESRS, SEC climate rules, ISSB standards) replacing voluntary approaches. This creates a natural experiment for examining ESG-performance relationships under compulsory reporting. Despite extensive voluntary-period literature, limited research addresses how mandatory frameworks alter these relationships during regulatory transformation.
Methods:
We conducted a systematic thematic review following PRISMA 2020 guidelines (INPLASY202570105). Comprehensive database searches (2020–2024) yielded 4,441 records; after screening (Cohen's κ = 0.89), 17 high-quality studies met inclusion criteria (12 primary search, 5 ESRS-specific supplementary search). Thematic analysis identified ten interconnected themes grounded in …
The Role Of Micrornas As Potential Biomarkers In Diffuse Large B-Cell Lymphoma, Eirini Panteli, Epameinondas Koumpis, Vasileios Georgoulis, Georgios Petros Barakos, Evangelos Kolettas, Panagiotis Kanavaros, Alexandra Papoudou-Bai, Eleftheria Hatzimichael
The Role Of Micrornas As Potential Biomarkers In Diffuse Large B-Cell Lymphoma, Eirini Panteli, Epameinondas Koumpis, Vasileios Georgoulis, Georgios Petros Barakos, Evangelos Kolettas, Panagiotis Kanavaros, Alexandra Papoudou-Bai, Eleftheria Hatzimichael
Computational Medicine Center Faculty Papers
Diffuse large B-cell lymphoma (DLBCL) is the most common and clinically aggressive subtype of non-Hodgkin lymphoma (NHL). While novel therapies such as rituximab and polatuzumab vedotin have led to improved outcomes, approximately 35% of patients eventually develop relapsed or refractory disease. MicroRNAs (miRNAs), a class of endogenous single-stranded RNAs approximately 22 nucleotides in length, play a pivotal role in the regulation of gene expression at the post-transcriptional level through interactions with complementary target RNAs and contribute significantly to the development, progression, and treatment response of DLBCL. Oncogenic miRNAs, such as miR-155, miR-21, and the miR-17-92 cluster, promote proliferation, survival, immune …
January 2026, Office Of Sustainability
January 2026, Office Of Sustainability
Office of Sustainability Newsletter
No abstract provided.
Ousmane Savane V. Secretary United States Department Of Homeland Sec
Ousmane Savane V. Secretary United States Department Of Homeland Sec
2026 Decisions
USDC for the Eastern District of Pennsylvania
Titlemax Of Virginia, Inc. V. Secretary Pennsylvania Department Of Banking And S
Titlemax Of Virginia, Inc. V. Secretary Pennsylvania Department Of Banking And S
2026 Decisions
USDC for the Middle District of Pennsylvania
The Role Of Extracellular Vesicles As Diagnostic Tools In Gut-Brain Axis Disorders, Patricia Marçal Da Costa, Paulo Iury Gomes Nunes, Gabriella Cunha Vieira Ciurleo, José Wagner Leonel Tavares Junior, Pedro Braga Neto, Ludmila Belayev, Reinaldo Barreto Oriá
The Role Of Extracellular Vesicles As Diagnostic Tools In Gut-Brain Axis Disorders, Patricia Marçal Da Costa, Paulo Iury Gomes Nunes, Gabriella Cunha Vieira Ciurleo, José Wagner Leonel Tavares Junior, Pedro Braga Neto, Ludmila Belayev, Reinaldo Barreto Oriá
School of Graduate Studies Faculty Publications
The gut–brain axis represents a dynamic two-way signaling network whose dysregulation has been implicated in a wide range of neurogastrointestinal disorders. In this context, extracellular vesicles (EVs) have emerged as critical mediators of intercellular signaling and as promising non-invasive biomarkers. Derived from host and microbial cells, EVs carry bioactive cargo—including proteins, lipids, nucleic acids, and metabolites—that reflect the physiological or pathological state of their cells of origin. Their ability to cross biological barriers, such as the blood–brain barrier, underscores their potential for diagnosing and monitoring gut–brain axis dysfunctions. In this mini-review, we integrate microbial and brain-derived EVs within the framework …
Cmsi Note 18: Flooding The Zone: The Use Of Civilian Landing Craft (Lcts) In Pla Amphibious Operations, Thomas Shugart, J. Michael Dahm
Cmsi Note 18: Flooding The Zone: The Use Of Civilian Landing Craft (Lcts) In Pla Amphibious Operations, Thomas Shugart, J. Michael Dahm
CMSI Notes
In July and August 2025, China’s People’s Liberation Army (PLA) employed a unique type of civilian deck cargo ship known as a Landing Craft Tank (LCT) to transport military vehicles directly to shore as part of an amphibious landing exercise. While civilian deck cargo ships of this type have been observed in previous PLA over-the-shore logistics exercises, they had only been used to transport vehicles and equipment from port-to-port—simulating the transport of forces into a captured port—not directly to an unimproved beachhead. If the PLA develops the ability to coordinate and employ significant numbers of civilian LCTs to transport forces …
Coworkers' Lived Experiences Of Being Exposed To Healthcare Professionals Misusing Substances, Juratu Garuba-Agbebaku
Coworkers' Lived Experiences Of Being Exposed To Healthcare Professionals Misusing Substances, Juratu Garuba-Agbebaku
Walden Dissertations and Doctoral Studies
Despite the harm of substances, coworkers in hospitals, healthcare facilities, and urgent care centers found themselves among healthcare professionals who misused substances such as alcohol and prescription medication. Grounded in social cognitive theory, the purpose of this qualitative descriptive phenomenological study was to explore the lived experiences of coworkers who have been exposed to healthcare professionals’ substance misuse. The participants consisted of 12 healthcare professionals working in various hospitals, healthcare facilities, and urgent care centers in the United States. Data were collected using semistructured interviews. Through Colaizzi’s seven-step analysis, five themes emerged: (a) emotional experiences, (b) ethical reflections, (c) cognitive …
Exploring Parenting Experiences: Fathers And Mothers Raising A Child With Autism, Simmi Santha
Exploring Parenting Experiences: Fathers And Mothers Raising A Child With Autism, Simmi Santha
Walden Dissertations and Doctoral Studies
The experiences of parenting a child with autism spectrum disorder (ASD) have been widely studied in Western contexts. Still, limited research has explored how sociocultural factors shape these experiences in India. This qualitative study aims to address this gap by exploring and comparing the lived experiences of mothers and fathers raising a child with ASD in Kerala, India. The purpose of this study was to investigate how gender roles, cultural expectations, and social structures impact parental adaptation, coping, and caregiving practices. Bronfenbrenner’s ecological systems theory and Crenshaw’s ideas of intersectionality provide the conceptual framework of this study. Using an interpretative …
Community College Faculty Experiences As Post-Pandemic Online Instructors, Irene Arshad
Community College Faculty Experiences As Post-Pandemic Online Instructors, Irene Arshad
Walden Dissertations and Doctoral Studies
The COVID-19 pandemic caused a sudden transition from face-to-face to online instruction. The problem that was addressed through this study is that little is known about the experiences of community college faculty members when teaching online in the post-pandemic era. Grounded in Hall’s and Hord’s concerns-based adoption model, the purpose of this qualitative study was to explore the experiences of community college faculty members’ perceptions of their teaching experiences working online post-pandemic. For this basic qualitative design, data were collected through semistructured interviews with 10 community college faculty. A thematic analysis of the data revealed the following six themes: (1) …
Spatially Resolved Integrative Analysis Of Transcriptomic And Metabolomic Changes In Tissue Injury Studies, Eleanor C Williams, Lovisa Franzén, Martina Olsson Lindvall, Gregory Hamm, Steven Oag, Muntasir Mamun Majumder, James Denholm, Azam Hamidinekoo, Javier Escudero Morlanes, Marco Vicari, Joakim Lundeberg, Laura Setyo, Trevor M Godfrey, Livia S Eberlin, Aleksandr Zakirov, Jorrit J Hornberg, Marianna Stamou, Patrik L Ståhl, Anna Ollerstam, Jennifer Y Tan, Irina Mohorianu
Spatially Resolved Integrative Analysis Of Transcriptomic And Metabolomic Changes In Tissue Injury Studies, Eleanor C Williams, Lovisa Franzén, Martina Olsson Lindvall, Gregory Hamm, Steven Oag, Muntasir Mamun Majumder, James Denholm, Azam Hamidinekoo, Javier Escudero Morlanes, Marco Vicari, Joakim Lundeberg, Laura Setyo, Trevor M Godfrey, Livia S Eberlin, Aleksandr Zakirov, Jorrit J Hornberg, Marianna Stamou, Patrik L Ståhl, Anna Ollerstam, Jennifer Y Tan, Irina Mohorianu
Faculty, Staff and Students Publications
Recent developments in spatially resolved -omics have enabled the joint study of gene expression, metabolite levels and tissue morphology, offering greater insights into biological pathways. Integrating these modalities from matched tissue sections to probe spatially-coordinated processes, however, remains challenging. Here we introduce MAGPIE, a framework for co-registering spatially resolved transcriptomics, metabolomics, and tissue morphology from the same or consecutive sections. We show MAGPIE's generalisability and scalability on spatial multi-omics data from multiple tissues, combining Visium with MALDI and DESI mass spectrometry imaging. MAGPIE was also applied to new multi-modal datasets generated with a specialised sampling strategy to characterise the metabolic …
College Of Professional Studies Helps Couple Balance Family, Duty, And Degrees, Unh Communications And Public Affairs
College Of Professional Studies Helps Couple Balance Family, Duty, And Degrees, Unh Communications And Public Affairs
UNH Today Archive
No abstract provided.
Can Birds Spread Harmful Bacteria On Dairy Farms?, Mark Wanner
Can Birds Spread Harmful Bacteria On Dairy Farms?, Mark Wanner
UNH Today Archive
No abstract provided.
The Effect Of Exercise On Cognitive Function In The Elderly, Anna Petersen
The Effect Of Exercise On Cognitive Function In The Elderly, Anna Petersen
Advocate GME
No abstract provided.
Infrasound From Prescribed Burn In Reynolds Creek Experimental Watershed, Id, Usa, Jacob Anderson, Madeline Hunt
Infrasound From Prescribed Burn In Reynolds Creek Experimental Watershed, Id, Usa, Jacob Anderson, Madeline Hunt
Boise State University Infrasound Data Repository
This dataset includes infrasound recorded during a prescribed fire in Reynolds Creek Experimental Watershed. The purpose of the dataset is to support research assessing methods and usefulness of monitoring wildland fire with infrasound.
National Survey Of Physical Therapists’ Participation As Health Educators In Physical Activity Promotion Among Older Adults, Casey Nicole Mokres
National Survey Of Physical Therapists’ Participation As Health Educators In Physical Activity Promotion Among Older Adults, Casey Nicole Mokres
Walden Dissertations and Doctoral Studies
Physical inactivity among older adults remains a major national and global public health concern linked to preventable morbidity, mortality, and rising healthcare costs. Physical therapists are uniquely positioned to promote physical activity (PA) through health education, yet their engagement in this role is not well defined. This quantitative cross-sectional study examined associations between clinical practice factors—years of experience, board certification status, and practice setting—and three domains of the theoretical domains framework (knowledge, skills, and behavioral regulation) related to PA promotion among older adults. The framework guided identification of behavioral and contextual factors influencing therapists’ delivery of PA promotion interventions. Data …
Staff Education To Expand Clinicians’ Knowledge On The Use Of Depression Screening Tools In A Longterm Care Facility, Abibatu Bakarr Bangai
Staff Education To Expand Clinicians’ Knowledge On The Use Of Depression Screening Tools In A Longterm Care Facility, Abibatu Bakarr Bangai
Walden Dissertations and Doctoral Studies
Depression exists as a common yet often undetected mental health issue which affects many elderly residents who live in long-term care facilities. The combination of multiple depression screening tools with inadequate staff training leads to delayed resident diagnosis and produces variable treatment methods which raises the possibility of negative results for residents. This Doctor of Nursing Practice (DNP) project addressed a practice gap related to inconsistent implementation of the Patient Health Questionnaire–2 (PHQ-2) and Patient Health Questionnaire–9 (PHQ-9) through the development and implementation of an evidence-based staff education intervention in a long-term care setting. The research study worked to improve …
Minority Leaders’ Impact On Corporate Diversity And Organizational Change, Nana Kwasi Amponsah
Minority Leaders’ Impact On Corporate Diversity And Organizational Change, Nana Kwasi Amponsah
Walden Dissertations and Doctoral Studies
Workplace diversity continues to face criticism due to the limited representation of minority groups, with little progress made in the corporate sector. Despite corporations’ efforts to increase diversity and inclusion in the workplace, a notable lack of minority leadership persists in upper management roles. The purpose of this explanatory sequential mixed-method study was to explore the factors that affect the selection of minority leaders and how corporate executives utilize diversity, equity, and inclusion (DEI) initiatives to foster significant organizational change, even in the face of ongoing underrepresentation in upper management. Social dominance theory, anti-egalitarianism, and social construction theory grounded this …
Marketing Strategy In The Age Of Ai, Mary C. Martin
Marketing Strategy In The Age Of Ai, Mary C. Martin
All Open Educational Resources
Marketing Strategy in the Age of AI is an Open Educational Resource designed to help students master foundational marketing strategy while understanding how artificial intelligence is reshaping marketing practice. The textbook emphasizes core strategic thinking and positions AI as a tool that enhances, rather than replaces, human judgment and decision-making. The book covers key areas of marketing strategy across the marketing mix, including environmental analysis, market research, product development, pricing, distribution, and promotion. Each chapter introduces established marketing frameworks and then explores how AI-driven tools and data improve insight, speed, and effectiveness in real-world marketing decisions. Examples and cases highlight …
A Policy Reversal As Structural Break: A Lesson From China’S Land Lease Financing For Infrastructure, Yilin Hou, Lin Li, Lei Shao
A Policy Reversal As Structural Break: A Lesson From China’S Land Lease Financing For Infrastructure, Yilin Hou, Lin Li, Lei Shao
Center for Policy Research
Land-based revenues as a fiscal instrument to finance infrastructure tie public investment to real estate markets, where demand fluctuations cause fiscal consequences. This paper takes policy reversals as structural breaks and examines their impacts on infrastructure investment. We dissect China’s 2016 policy reversal that disallowed developers to finance land purchase with debt, causing sharp declines in local government land revenues, slashing their fiscal base for infrastructure investment. Using prefecture-level panel data and continuous difference-in-differences identification, we estimate the reversal reduced land-lease revenues by 55%. Two-stage least squares estimates suggest a 10% land-revenue decline translates into 6.6% investment reduction. Decomposing the …
Ai In Ocean Traffic Monitoring, Tyler Hawkins, Steven D. Meyers, Aishlin Ingraham, Mark E. Luther
Ai In Ocean Traffic Monitoring, Tyler Hawkins, Steven D. Meyers, Aishlin Ingraham, Mark E. Luther
Making Waves REU
The Maritime Automatic Identification System (AIS) produces over 100 terabytes of data annually. offering vital insights into globaJ vessel traffic, identity, and navigation patterns. However, the massive volume and inconsislent quality of AIS data introduce challenges for researchers seeking to extract reliable and applicable information. This study investigates the, effectiveness of Julius Al, an off-the-shelf data science platform, for streamlining the analysis of a ilarge AIS dataset, spanning 2015 to 2019 and covering over 42 million messages from Florida's five busiest ports. The results were compared to a previous human analysis. By leveraging only natural language prompts, we explore how …
Machine Learning-Based Multimodal Biomarkers Enable Accurate Diagnosis And Early Detection Of Pancreatic Ductal Adenocarcinoma, Tsung-Hung Yao, Warapen Treekitkarnmongkol, Nagireddy Putluri, Deivendran Sankaran, Tristian Nguyen, Seetharaman Balasenthil, Mark W Hurd, Meng Chen, Randall E Brand, Paul D Lampe, Abu Hena M Kamal, Vasanta Putluri, Tony Y Hu, Anirban Maitra, Eugene J Koay, Ann M Killary, Subrata Sen, Suprateek Kundu
Machine Learning-Based Multimodal Biomarkers Enable Accurate Diagnosis And Early Detection Of Pancreatic Ductal Adenocarcinoma, Tsung-Hung Yao, Warapen Treekitkarnmongkol, Nagireddy Putluri, Deivendran Sankaran, Tristian Nguyen, Seetharaman Balasenthil, Mark W Hurd, Meng Chen, Randall E Brand, Paul D Lampe, Abu Hena M Kamal, Vasanta Putluri, Tony Y Hu, Anirban Maitra, Eugene J Koay, Ann M Killary, Subrata Sen, Suprateek Kundu
Faculty, Staff and Students Publications
While there has been some progress on discovering clinically validated biomarkers for early detection in pancreatic ductal adenocarcinoma (PDAC), several challenges remain. Most approaches rely on single-modality biomarkers with limited sensitivity and/or specificity. Using data from a multicenter study with an age-matched cohort (n = 203 with healthy controls n = 46, pancreatitis controls n = 36, and diagnosed cases n = 121), we developed a machine learning approach integrating 2,096 microRNAs, 125 metabolites, and CA19-9. Our method performs unsupervised selection of an optimal subset of biomarkers with maximal discriminatory power for diagnosis and early detection. In training data, the …
Experimental And Simulation Analysis For Different Pot-In-Pot Indirect Heating Scenarios For Cooking Applications, Pamella K. Kajumba, Jimmy Chaciga, Denis Okello, Karidewa Nyeinga
Experimental And Simulation Analysis For Different Pot-In-Pot Indirect Heating Scenarios For Cooking Applications, Pamella K. Kajumba, Jimmy Chaciga, Denis Okello, Karidewa Nyeinga
Tanzania Journal of Science
The paper presents simulation and experimental results to demonstrate heat transfer performance during cooking that can be practical in pot-in-pot arrangements for indirect cooking/heating. The cases included single pots, pot-in-pot with oil, and pot-in-pot with no oil. The aim was to optimize the heat transfer through conduction and the cooking process for a recently developed small-scale sensible heat storage system integrated with a cooking unit. Cooking experiments reported were carried out using an electric hot plate with a power rating of 1.8 kW, 220V. Temperature measurements were recorded using a TC-08 data logger. The heating rates were analyzed for the …
Water Budget For Monitored Watersheds At The Edwards Aquifer Authority Field Research Park: Report For The Edwards Aquifer Authority, Keagan Farrell, Tatiana Flores, Isabella Lopez, Kemerling Obregon Lucio, Gisele-Elizabeth Perez, Andrea Realyvasquez, Magali Rodriguez, Kelly Swyers, Adan Vasquez
Water Budget For Monitored Watersheds At The Edwards Aquifer Authority Field Research Park: Report For The Edwards Aquifer Authority, Keagan Farrell, Tatiana Flores, Isabella Lopez, Kemerling Obregon Lucio, Gisele-Elizabeth Perez, Andrea Realyvasquez, Magali Rodriguez, Kelly Swyers, Adan Vasquez
Hydrogeology
The purpose of the study was to determine the change in storage of two water sheds after the impact of two rain events, considering factors such as rainfall, discharge and infiltration, and evapotranspiration. The two sub-watersheds, located on the Edward’s Aquifer Authority Field Research Park, each had a weir. The larger of the two watersheds was named Watershed 1, while the smaller one was named Watershed 2. Watershed 1 was where the weir named Arnold was located, while watershed 2 was where the weir named Danny was located. Inflow and outflow were calculated by analyzing precipitation data and water flow …