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Articles 25651 - 25680 of 713657
Full-Text Articles in Entire DC Network
Conversion Relationships And Three-Dimensional Storage And Utilization Modes Of Four Water Resources In An Open-Pit Mining Area, Chen Tianci, Xu Zhimin, Sun Yajun, Fang Jie, Wang Qiangmin, Xiong Xiaofeng, Zhu Yuhao, Lu Zihan, Wan Fei
Conversion Relationships And Three-Dimensional Storage And Utilization Modes Of Four Water Resources In An Open-Pit Mining Area, Chen Tianci, Xu Zhimin, Sun Yajun, Fang Jie, Wang Qiangmin, Xiong Xiaofeng, Zhu Yuhao, Lu Zihan, Wan Fei
Coal Geology & Exploration
Background Open-pit coal mines in China are primarily distributed in arid and semi-arid regions such as Xinjiang and Inner Mongolia. However, the contradiction between coal mining and groundwater resource conservation is increasingly prominent in these regions. Specifically, a substantial amount of mine water inflow produced during coal mining tends to lead to the further loss of groundwater resources within the influence range of a mining area. Concurrently, the failure of efficient mine water storage intensifies the regional water shortage.Methods This study investigated a typical open-pit coal mine in eastern Inner Mongolia. Using methods such as field survey and sampling, …
An Experimental Investigation Of Federal Messaging On Public Support For Enforcement- And Treatment-Based Approaches For Opioid Overdose Prevention In South Carolina, Lídia Gual-Gonzalez, Hunter M. Boehme, Peter Baker, Melissa Nolan Ph.D., Mph
An Experimental Investigation Of Federal Messaging On Public Support For Enforcement- And Treatment-Based Approaches For Opioid Overdose Prevention In South Carolina, Lídia Gual-Gonzalez, Hunter M. Boehme, Peter Baker, Melissa Nolan Ph.D., Mph
Faculty Publications
Background
As the opioid overdose crisis continues to produce excessive morbidity and mortality in the United States, government agencies have applied various approaches to prevent overdoses, including law-enforcement efforts (e.g., arresting people who use drugs, interrupting drug traffickers, etc.) and treatment-based approaches (e.g., naloxone, medications for opioid use disorder, etc.). Public perception and support of these approaches are relevant for informing policy, allocating resources, and effectively implementing community interventions to prevent drug-related harms.
Methods
Using an embedded informational survey design, we experimentally assessed whether public support for strategies to prevent overdose in South Carolina is influenced by language from federal …
Pre-Service Teachers’ Perceptions Of Creativity In Education, Merve Topak-Jamsran
Pre-Service Teachers’ Perceptions Of Creativity In Education, Merve Topak-Jamsran
Theses and Dissertations
This study examined the relationship between pre-service teachers’ self-reported creativity and their appreciation for students’ creative characteristics. The researcher replicated Kettler et al.'s (2018) "Teacher Perceptions of Creativity in the Classroom" study of in-service teachers. Specifically, the relationship among pre-service teachers’ creative self-efficacy, self-reported personal creativity, perceived importance of promoting creativity, and their preference for student characteristics in the classroom was investigated. Data were gathered using a web-based questionnaire e-mailed to pre-service teachers in educational preparation programs in a southern U.S. state. The study sample were 92 pre-service teachers who had completed at least one practicum or who were currently …
Relationship Of A Business Simulation Course To Act Applied Math Outcomes, Brenda Lorraine Savage
Relationship Of A Business Simulation Course To Act Applied Math Outcomes, Brenda Lorraine Savage
Walden Dissertations and Doctoral Studies
Little evidence links the use of business simulations to advances in the higher order thinking skills that high school students need to prepare for careers in finance. The problem for this study was that students in three southern high schools had limited success on the ACT Applied Math Assessment, and there was a need to explore the relationship of a newly implemented stock market trading simulation course to student success on the assessment. Kolb’s experiential learning theory, which was aligned to the simulation activities, guided the study. The purpose of this quantitative predictive study was to determine whether participation in …
Perceptions Of Department Chairs And Program Directors Of Ethnic Studies In The California State University System: A Convergent Parallel Mixed Methods Study, Christopher Jarrett Cox
Perceptions Of Department Chairs And Program Directors Of Ethnic Studies In The California State University System: A Convergent Parallel Mixed Methods Study, Christopher Jarrett Cox
Dissertations
The purpose of this dissertation study is to explore the conditions of Ethnic Studies departments and programs in the California State University (CSU) system nine years after the release of the CSU Ethnic Studies Task Force report released in 2016. Using a convergent parallel mixed methods analysis, this dissertation revisits several questions from the original CSU survey to assess the effectiveness of Ethnic Studies units in the CSU. Respondents to the survey included 13 of the 58 recognized department chairs and program directors for Ethnic Studies units among the 23 campuses of the CSU system, and interview participants included 5 …
Re: Approval Letter For The Butte Priority Soils Operable Unit (Bpsou) Insufficiently Reclaimed Sites Sampling: Bres No. 84 Site Evaluation Summary Report (Dated April 11, 2025), Molly Roby
Silver Bow Creek/Butte Area Superfund Site
No abstract provided.
Re: Comment Letter For The Butte Priority Soils Operable Unit (Bpsou) Draft Final 2022 Unreclaimed Sites Sampling: Ur-06 Site Evaluation Summary Report (Dated April 1, 2025), Molly Roby
Silver Bow Creek/Butte Area Superfund Site
No abstract provided.
Re: Comment Letter For The Butte Priority Soils Operable Unit (Bpsou) Unreclaimed Sites Ur-22 Site Evaluation Summary Report (Dated April 2, 2025), Molly Roby
Silver Bow Creek/Butte Area Superfund Site
No abstract provided.
Towards Scalable Taxi Demand Prediction, Yifei Shen
Towards Scalable Taxi Demand Prediction, Yifei Shen
Lingnan Theses (MPhil & PhD)
Accurate taxi demand prediction is essential for optimizing urban mobility systems across varying spatial-temporal resolutions and data conditions. Scalable taxi demand prediction refers to the capability of forecasting models to adapt to different granularities of spatial and temporal data while maintaining prediction accuracy, a critical requirement for practical urban applications ranging from fleet management to transportation planning. However, two fundamental challenges impede this scalability: data sparsity and multi-resolution forecasting requirements. Data sparsity, particularly pronounced in high-resolution predictions where numerous regions exhibit minimal activity, significantly compromises model performance. Concurrently, different urban applications necessitate predictions at varying temporal and spatial granularities, requiring …
Engagement, Motivation, And Interest In K-12 Science Education, Neil T M Bailie
Engagement, Motivation, And Interest In K-12 Science Education, Neil T M Bailie
Masters Projects
Interest, motivation, and engagement amongst science students is declining. This decline is primarily due to a loss of interest, motivation, self-efficacy, and perceived utility value (Bathgate & Schunn, 2017; Britner, 2008; Kraft, 2017). With crucial topics such as climate change and the legitimacy of vaccines coming under scrutiny, it is vital for our society that we keep our secondary students actively engaged and motivated with the science that they are learning in the classroom (Kolenatý et al., 2024; Schlopsna & Scheersoi, 2024). The main goal of this project was to create a complete unit curriculum covering the topics of the …
Adaptive Bayesian Clinical Trials: The Past, Present, And Future Of Clinical Research, Donald A Berry
Adaptive Bayesian Clinical Trials: The Past, Present, And Future Of Clinical Research, Donald A Berry
Faculty, Staff and Student Publications
Background/Objectives: Decision-analytic Bayesian approaches are ideally suited for designing clinical trials. They have been used increasingly over the last 30 years in developing medical devices and drugs. A prototype trial is a bandit problem in which treating participants is as important as treating patients in clinical practice after the trial.
Methods: This article chronicles the use of the Bayesian approach in clinical trials motivated by bandit problems. It provides a comprehensive historical and practical review of Bayesian adaptive trials, with a focus on bandit-inspired designs.
Results: The 20th century saw advances in Bayesian methodology involving computer simulation. In the …
Mixed Galerkin- Implicit Differences Methods For Solving Couple Nonlinear Parabolic System With Constant Coefficients, Wafaa Abd Ibrahim, Jamil A. Ali Al-Hawasy
Mixed Galerkin- Implicit Differences Methods For Solving Couple Nonlinear Parabolic System With Constant Coefficients, Wafaa Abd Ibrahim, Jamil A. Ali Al-Hawasy
Baghdad Science Journal
In this paper, the mixed Galerkin- implicit difference method (MGIFDM) is used to solve a couple of nonlinear systems of parabolic partial differential equations with constant coefficients which are abbreviated by (CNPSCC). At first the weak form of the CNPSCC is formulated and then it is discretized using the proposed method, the method mixes the Galerkin finite element method (GFEM) in space variables with the implicit finite difference method (IFDM) in time variables, so the method was named by MGIFDM. At any discrete time tj the method transforms the CNPSCC into a couple Galerkin nonlinear algebraic system (CGNAS), which is …
A Study Of The Atangana Baleanu Fractional Differential Equation With An Application In Gas Dynamic Problem, Amjad Shaikh, Shashikant Waghule, Dinkar Patil, Kottakkaran Sooppy Nisar
A Study Of The Atangana Baleanu Fractional Differential Equation With An Application In Gas Dynamic Problem, Amjad Shaikh, Shashikant Waghule, Dinkar Patil, Kottakkaran Sooppy Nisar
Baghdad Science Journal
This article presents an analytical approximation for the nonlinearity of the fractional order gas dynamics equation in both homogeneous and nonhomogeneous cases, with a particular emphasis on shock fronts. The approach utilizes the fractional differentiation operator proposed by Atangana and Baleanu. By employing this operator, an approximate solution for the fractional order gas dynamic equations in scenarios involving shock fronts is derived. The solution process primarily involves an iterative procedure that leverages the Laplace transform for numerical computations. The use of the Laplace transform minimizes round-off errors, resulting in a solution that is both precise and straightforward to implement. The …
Creation Of Bacteria In Tongue Diagnosis Based On Fractal Methods, S. Pavithra, G. Jayalalitha
Creation Of Bacteria In Tongue Diagnosis Based On Fractal Methods, S. Pavithra, G. Jayalalitha
Baghdad Science Journal
Bacteria play a vital role in helping with digestion and protecting against harmful infections. However, the Gram-negative bacteria in Tongue will have some disadvantages in the human body. These can be diagnosed by employing the fractal concept. Bacteria's irregular shape and Complex nature can be quantified using fractal dimensions that exhibit self-similarity at different scales. The fractal measurement procedure deliberates the dissimilarity and surface complexity of the tongue-inclusive spot on the tongue. An image of the tongue is analyzed by the HarFa Fractal Method. The Sobel improved Box counting Method is employed to enumerate the outgrowth of Bacteria in Tongue. …
Re: Comment Letter For The Butte Priority Soils Operable Unit (Bpsou) Draft Final 2025 Residential Metals Abatement Program (Rmap) Valley Sand & Gravel (Builders Firstsource) Borrow Submittal #1 (Dated June 27, 2025), Molly Roby
Silver Bow Creek/Butte Area Superfund Site
No abstract provided.
Re: Comment Letter For The Butte Priority Soils Operable Unit (Bpsou) Draft Final 2022 Unreclaimed Sites Sampling: Ur-12 Site Evaluation Summary Report (Dated April 8, 2025), Molly Roby
Silver Bow Creek/Butte Area Superfund Site
No abstract provided.
Re: Comment Letter For Bpsou Uncontrolled Surface Flow Areas Drainage C 30% Design Rawp (Dated June 23, 2025), Molly Roby
Silver Bow Creek/Butte Area Superfund Site
No abstract provided.
Perception Of Quality Of Life, Brain Regions, And Cognitive Performance In Hispanic Adults: A Canonical Correlation Approach, Juan C. Lopez-Alvarenga, Jesus D. Melgarejo, Jesus Rivera-Sanchez, Lorena Velazquez-Alvarez, Rosa V. Pirela, John Blangero, Jose E. Cavazos, Michael C. Mahaney, Joseph D. Terwilliger, Gladys E. Maestre
Perception Of Quality Of Life, Brain Regions, And Cognitive Performance In Hispanic Adults: A Canonical Correlation Approach, Juan C. Lopez-Alvarenga, Jesus D. Melgarejo, Jesus Rivera-Sanchez, Lorena Velazquez-Alvarez, Rosa V. Pirela, John Blangero, Jose E. Cavazos, Michael C. Mahaney, Joseph D. Terwilliger, Gladys E. Maestre
School of Medicine Publications
The quality of life (QoL) perception has been studied in neurological diseases; however, there is limited information linking brain morphological characteristics, QoL, and cognition. Human behavior and perception are associated with specific brain areas that interact through diffuse electrochemical networking. We used magnetic resonance imaging (MRI) to analyze the brain region volume (BRV) correlation with the scores of Rand’s 36-item Short Form Survey (SF-36) and cognitive domains (memory and dementia status). We analyzed data from 420 adult participants in the Maracaibo Aging Study (MAS). Principal component analysis with oblimin axis rotation was used to gather redundant information from brain parcels …
Replication Of Sensor-Based Categorization Of Upper-Limb Performance In Daily Life In People Post Stroke And Generalizability To Other Populations, Chelsea E Macpherson, Marghuretta D Bland, Christine Gordon, Allison E Miller, Caitlin Newman, Carey L Holleran, Christopher J Dy, Lindsay Peterson, Keith R Lohse, Catherine E Lang
Replication Of Sensor-Based Categorization Of Upper-Limb Performance In Daily Life In People Post Stroke And Generalizability To Other Populations, Chelsea E Macpherson, Marghuretta D Bland, Christine Gordon, Allison E Miller, Caitlin Newman, Carey L Holleran, Christopher J Dy, Lindsay Peterson, Keith R Lohse, Catherine E Lang
2020-Current year OA Pubs
BACKGROUND: Wearable movement sensors can measure upper limb (UL) activity, but single variables may not capture the full picture. This study aimed to replicate prior work identifying five multivariate categories of UL activity performance in people with stroke and controls and expand those findings to other UL conditions.
METHODS: Demographic, self-report, and wearable sensor-based UL activity performance variables were collected from 324 participants (stroke
RESULTS: Two PCs explained 70-90% variance: PC1 (overall UL activity performance) and PC2 (preferred-limb use). A five-variable, five-cluster model was optimal across samples. In comparison to clusters, two PCs and individual accelerometry variables showed higher convergent …
Creating Learning Bridges: Redesigning Homework Within The Framework Of Multiple Intelligences, Vasileios Zagkotas
Creating Learning Bridges: Redesigning Homework Within The Framework Of Multiple Intelligences, Vasileios Zagkotas
Journal of Educational Research and Practice
The article explores the application of Howard Gardner’s theory of multiple intelligences to homework and the potential of this approach to enhance the educational experience. Through a pilot application in philological subjects in Greek secondary education, the article presents the Homework Toolkit for Cultivating Multiple Intelligences, which offers various activities adapted to different types of intelligence. The findings from the case study research indicated that applying multiple intelligence theory to homework design improved academic performance, responsibility, and student collaboration, while also enhancing critical thinking and creativity. The results indicate that designing homework based on multimodal learning can reform the learning …
Introduction To Thomas Aquinas, Thomas Aquinas
Introduction To Thomas Aquinas, Thomas Aquinas
Hannah Arendt Marginalia - All
New York, Modern Library [1948] Call #: BX890 .T62 E6 1948
Contains underlining, marginal lining and endpaper notes
PDF Information: 59 pages – 40.1 MB
Operator Information Quantities Of Semigroups Associated With Functions Of The Number Operator, Ryo Inayoshi, Kimiaki Saito
Operator Information Quantities Of Semigroups Associated With Functions Of The Number Operator, Ryo Inayoshi, Kimiaki Saito
Journal of Stochastic Analysis
In this paper, we present recent developments on the operator information quantity acting on white noise functionals. In particular, we give a stochastic expression of the operator information quantity of a semigroup generated by some function of the number operator through a white noise delta distribution centered at an infinite dimensional Ornstein-Uhlenbeck process.
A Systematic Review Of Transmedia Literacy: Implications For Lifelong Learning, Rafel Meyerhofer-Parra
A Systematic Review Of Transmedia Literacy: Implications For Lifelong Learning, Rafel Meyerhofer-Parra
Journal of Media Literacy Education
One of the main objectives of international agendas is the promotion of lifelong learning opportunities. Transmedia literacy, usually acquired informally, offers many of the key skills, competences and strategies to ensure learning in a world where technology has a predominant role. However, no analyses reporting the impact of their use are systematically identified in the literature. Therefore, a systematic review of the literature on transmedia literacy and its practices is proposed, searching 4 databases and analysing a total of 42 articles. The results show experiences with plural thematic, extension and educational context, mainly located in the formal educational system, and …
How To Shape Digital Competences Among Pre-Service Teachers: A Global Expert Analysis, Łukasz Tomczyk, Francisco David Guillén-Gámez, Maria Lidia Mascia, Julio Ruiz-Palmero
How To Shape Digital Competences Among Pre-Service Teachers: A Global Expert Analysis, Łukasz Tomczyk, Francisco David Guillén-Gámez, Maria Lidia Mascia, Julio Ruiz-Palmero
Journal of Media Literacy Education
The article explores how to shape digital competences among pre-service teachers within the university education system. It addresses the challenges posed by the rapid development of the information society and the growing digitisation of education, necessitating the redefinition of existing teacher education models. Using the Delphi method, 36 media education experts from six continents were interviewed between June and August 2022. They identified 12 versatile solutions to enhance the effectiveness of digital competence formation in academia. These solutions aim to improve the content, methods, and forms of teacher education, ensuring future pedagogical staff are better prepared to integrate ICT into …
Custom Thin-Coat Designs For Reflective Waveguides In Augmented Reality Wearables, Jun Yang, Alexander Koshelev, Christophe Peroz
Custom Thin-Coat Designs For Reflective Waveguides In Augmented Reality Wearables, Jun Yang, Alexander Koshelev, Christophe Peroz
Defensive Publications Series
The use of reflective waveguides in augmented reality (AR) displays can reduce see-through transmission, such that a person facing the user can perceive an uneven brightness of the user’s face near the eye region. Uneven face brightness can cause some social and cosmetic discomfort. This disclosure describes a family of graded thin-film coats for reflective waveguides with multiple SKUs, each tailored to serve users of specific skin tone, color, and/or texture. The coating for the eye-pupil expander (EPE) and output coupler (OC) regions of the lens are tuned to achieve certain reflectance and wavelength-dependence criteria that render the prisms on …
Improving Large Language Models’ Summarization Accuracy By Adding Highlights To Discharge Notes: Comparative Evaluation, Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P. Deek, Zhe He, Vipina K. Keloth, Hao Liu, Gai Elhanan, Andrew J. Einstein
Improving Large Language Models’ Summarization Accuracy By Adding Highlights To Discharge Notes: Comparative Evaluation, Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P. Deek, Zhe He, Vipina K. Keloth, Hao Liu, Gai Elhanan, Andrew J. Einstein
School of Computing Faculty Scholarship and Creative Works
Background: The American Medical Association recommends that electronic health record (EHR) notes, often dense and written in nuanced language, be made readable for patients and laypeople, a practice we refer to as the simplification of discharge notes. Our approach to achieving the simplification of discharge notes involves a process of incremental simplification steps to achieve the ideal note. In this paper, we present the first step of this process. Large language models (LLMs) have demonstrated considerable success in text summarization. Such LLM summaries represent the content of EHR notes in an easier-to-read language. However, LLM summaries can also introduce inaccuracies. …
Coli@Fire2024: Findings Of Word-Level Code-Mixed Language Identification In Dravidian Languages, Asha Hegde, Fazlourrahman Balouchzahi, Sabur Butt, Sharal Coelho, Kavya G, Harshitha S. Kumar, Sonith D, Shashirekha H. L., Ameeta Agrawal
Coli@Fire2024: Findings Of Word-Level Code-Mixed Language Identification In Dravidian Languages, Asha Hegde, Fazlourrahman Balouchzahi, Sabur Butt, Sharal Coelho, Kavya G, Harshitha S. Kumar, Sonith D, Shashirekha H. L., Ameeta Agrawal
Computer Science Faculty Publications and Presentations
Code-mixing, a linguistic phenomenon where multiple languages are blended within a single text, has become increasingly prevalent in multilingual societies, particularly in digital communication. The CoLI-Dravidian shared task, organized as part of Forum for Information Retrieval and Evaluation (FIRE) 2024, aimed to address these challenges by inviting researchers to develop models capable of classifying words in code-mixed texts involving Dravidian languages — Tamil, Kannada, Malayalam, and Tulu - interwoven with English. The task presents significant challenges due to the complexity of linguistic structures, mixed-language tokens, and dialectal variations, especially in low-resource languages like those in the Dravidian family. The participating …
The Sodium-Glutamate Antagonist Riluzole Improves Outcome After Acute Spinal Cord Injury: Results From The Riscis Randomised Controlled Trial Analysed Using A Global Statistical Analytic Technique, Michael G. Fehlings, Karlo M. Pedro, Mohammed Ali Alvi, Ali Moghaddamjou, James S. Harrop, Ralph Stanford, Jonathon Ball, Bizhan Aarabi, Paul M. Arnold, James D. Guest, Shekar N. Kurpad, James M. Schuster, Ahmad N. Nassr, Karl M. Schmitt, Jefferson R. Wilson, Darrel S. Brodke, Faiz U. Ahmad, Albert Yee, Wilson Z. Ray, Nathaniel P. Brooks, Jason Wilson, Diana S.L. Chow, Elizabeth G. Toups, Kevin E. Thorpe, Jiaxin Huang, Peng Huang
The Sodium-Glutamate Antagonist Riluzole Improves Outcome After Acute Spinal Cord Injury: Results From The Riscis Randomised Controlled Trial Analysed Using A Global Statistical Analytic Technique, Michael G. Fehlings, Karlo M. Pedro, Mohammed Ali Alvi, Ali Moghaddamjou, James S. Harrop, Ralph Stanford, Jonathon Ball, Bizhan Aarabi, Paul M. Arnold, James D. Guest, Shekar N. Kurpad, James M. Schuster, Ahmad N. Nassr, Karl M. Schmitt, Jefferson R. Wilson, Darrel S. Brodke, Faiz U. Ahmad, Albert Yee, Wilson Z. Ray, Nathaniel P. Brooks, Jason Wilson, Diana S.L. Chow, Elizabeth G. Toups, Kevin E. Thorpe, Jiaxin Huang, Peng Huang
School of Medicine Faculty Publications
Background: Spinal cord injury (SCI) clinical trials typically rely on a single primary endpoint to assess drug efficacy. This strategy fails to adequately capture the full impact of treatment in heterogenous neurological conditions like SCI. A more patient-centric analysis requires assessment of neurological function, functional capacity, and quality of life, incorporating meaningful patient-reported outcomes. The global statistical test (GST) addresses this challenge using a unified statistical conclusion regarding the superiority of a treatment strategy over another by evaluating multiple trial endpoints simultaneously. Methods: The RISCIS trial (Safety and Efficacy of Riluzole in Acute Spinal Cord Injury Study) data was analysed …
Magnetic Reconnection In Space: From Two-Dimensional Magnetohydrodynamic (Mhd) Simulations To Three-Dimensional Particle-In-Cell (Pic) Simulations, Shan-Chang Lin
Dartmouth College Ph.D Dissertations
Magnetic reconnection is a physical process in plasmas that converts magnetic energy into plasma kinetic energy and thermal energy. It plays an important role in the generation of solar flares, interactions between the solar wind and Earth's magnetosphere, and magnetic confinement fusion devices. This thesis focuses on studying magnetic reconnection using computational methods, including two-dimensional (2D) magnetohydrodynamics (MHD) simulations to study Petschek-type reconnection, estimating the timescale from a thin current sheet to fully developed reconnection using 2D particle-in-cell (PIC) simulations, and magnetic reconnection X-line spreading in the current direction using three-dimensional (3D) PIC simulations.
This thesis contributes to the understanding …
How Effective Are Engineered And Non-Engineered Riparian Forest Restoration Projects In Providing Salmonid-Quality Habitat In The San Francisco Bay Area?, Alexander Ivanov
How Effective Are Engineered And Non-Engineered Riparian Forest Restoration Projects In Providing Salmonid-Quality Habitat In The San Francisco Bay Area?, Alexander Ivanov
Master's Theses
Streams and their riparian zones in the San Francisco Bay Area have been degraded, severely harming salmonid populations in the region. Ecological restoration is a common approach to return stream function. Such restoration projects vary widely in intensity, from low-impact vegetation removal/planting to highly engineered projects involving structures and grading. This research investigated the effectiveness of streams restored using engineered versus non-engineered solutions in supporting salmonid habitat viability in San Francisco Bay Area streams. Fourteen streams, seven from each of the two types of restoration, were sampled in the wet and dry season in 2024, three times each season. Data …