Digital Commons Network^™

Artificial Intelligence In Mycology: A Systematic Review Of Species Identification, Biotechnological Assessment, And Explainable Deep Learning Methods, Fati̇h Eki̇nci̇, Mehmet Serdar Güzel, Ilgaz Akata

Turkish Journal of Botany

This review offers a comprehensive analysis of the expanding role of artificial intelligence (AI) in mycological research. It highlights how AI supports the identification of fungal taxa at both microscopic and macroscopic levels, facilitates the detection of toxic species, contributes to ecological mapping, aids in discovering new fungal bioproducts, and enhances precision agriculture practices. Advanced techniques such as convolutional neural networks, you only look once, U-shaped network (UNet), and residual network have demonstrated strong performance in classification, segmentation, and object detection tasks. Additionally, explainable AI (XAI) methods like gradient-weighted class activation mapping (Grad-CAM), local interpretable model-agnostic explanations (LIME), and SHapley …

2025 San Diego Regional Climate Collaborative Annual Report, San Diego Regional Climate Collaborative

San Diego Regional Climate Collaborative

The San Diego Regional Climate Collaborative is a network for public agencies that serves the San Diego region to share expertise, leverage resources and advance comprehensive solutions to facilitate climate change planning. By partnering with academia, nonprofits, and businesses, the SDRCC also works to leverage the profile of regional leadership. This is the 2025 San Diego Regional Climate Collaborative Annual Report.

Tribal Rights Of Nature Laws: Fulfilling Sacred Obligations, Ashley Dawn Anderson

Tulsa Law Review

No abstract provided.

“The Color Question In The Supreme Court”: Black, White, And Red In United States V. Perryman, Gretchen D. Yelmini

Tulsa Law Review

No abstract provided.

Law Enforcement Response To Mental Health Crises In Oklahoma: The Case For Co-Response, Forrest Kinney

Tulsa Law Review

No abstract provided.

Addressing Anti-Black Racism In Nursing, Registered Nurse's Association Of Ontario

General Submissions: Organizations - Position Statements, White and Resource Papers

RNAO’s BPGs are systematically developed, evidence-based documents that include recommendations on specific clinical, healthy work environment and health system topics. They are intended for nurses, other members of the interprofessional team in direct care positions, educators, administrators and executives, policymakers and researchers in health and social service organizations and academic institutions. BPGs promote consistency, cultural humility and excellence in clinical care, administrative policies, procedures and education, with the aim of achieving optimal health outcomes for people, communities, and the health system. RNAO aims to meet international reporting standards for clinical practice guidelines, including the standards outlined in the Appraisal of …

How Does Striving Against Adversity Impact Emotional Well-Being And Cardiovascular Risk In Children?, Brooks B. Gump, Stefanie Pilkay, Xiafei Wang, Sara Vasilenko, Nader H. Attallah-Yunes, Sarah Woolf-King, Stephen Maisto, Edith Chen, Craig K. Ewart

Population Health Research Brief Series

Working hard and persisting through challenges (i.e., striving) are often encouraged for children who face adversity.  But for children facing severe adversity, striving can come with hidden costs. This brief summarizes findings from a study using data from the Environmental Exposures and Child Health Outcomes (EECHO) cohort (N=283, 2013-2017) of children ages 9-11 in Syracuse, NY. The authors find that children facing adversity who strived harder reported lower depression and hostility. However, high-striving high-adversity children also experienced significantly higher blood pressure and enlarged heart chambers than their lower striving peers, both risk factors for future heart disease.

Revised Draft Final Butte Priority Soils Operable Unit (Bpsou) Insufficiently Reclaimed Sites Josephine Shaft (Bres No. 37) Remedial Action Work Plan (Rawp), Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: Approval Letter For The Butte Priority Soils Operable Unit (Bpsou) Draft Final Rock Creek Cattle Company Borrow Submittal #2 (Dated February 4, 2026), Molly Roby

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Perceived Partner Substance Use, Genetic Predispositions, And Their Associations With Problematic Alcohol Use, Emotional Well-Being, And Relationship Quality, Megan E Cooke, Kathleen K Bucholz, Vivia V. Mccutcheon, Et Al.

2020-Current year OA Pubs

BACKGROUND: Romantic relationships are important contexts for substance use and emotional well-being. We tested the hypotheses that (i) genetic predispositions for alcohol consumption would be positively associated with partner substance use, (ii) partner substance use would moderate genetic influences on one's own alcohol outcomes, and (iii) partner discordance in substance use would be associated with lower emotional well-being and relationship quality.

METHODS: Analyses included 2,357 participants (M

RESULTS: Participant PGS

CONCLUSIONS: The results highlight the importance of partner substance use in etiological models of alcohol use, emotional health outcomes, and relationship quality.

“I’M So Hungry”: Assessing Stem Sensemaking Through Data-Informed Writing, Bailey Nafziger, Alesia Mickle Moldavan, Katie Brkich

Elementary & Special Education: Faculty Publications

To engage elementary learners in the complex task of STEM sensemaking, teachers must entice and inspire learners to ask questions, explore, and communicate their findings. This article shares a 5E/3D lesson designed and taught in our elementary science methods courses to model how preservice teachers can integrate literacy and mathematics into a science investigation for STEM sensemaking. We modified a traditional lesson on bird beak adaptations to have a differentiated, interdisciplinary writing component justified by data. We discuss why data-supported literacy is a non-negotiable in science education reforms and how teachers can differentiate tasks to make scientific writing more approachable …

Photoplethysmography For Measuring Cognitive Load In Xr Environments: A Systematic Review, Alya Alshehhi, Qammer H. Abbasi, Rami Ghannam

School of Engineering Technology Faculty Publications

Photoplethysmography (PPG) is a low-cost, low-power biosensing technology with growing applications in education, particularly for monitoring cognitive load in eXtended Reality (XR) learning environments. Measuring cognitive load is critical for preventing overload and optimising immersive learning, yet existing approaches such as self-reports or Electroencephalography (EEG) are often intrusive, costly or impractical for real-time use. This systematic review is the first to synthesize a decade of research (2015–2025) on the use of PPG for cognitive load measurement in XR. Twenty-three studies were identified and analysed according to PRISMA guidelines, with attention to sensor placement, integration with other modalities, research design, and …

Spartan Daily, March 24, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 166, Issue 26

Marine Vehicle Dynamics Using Koopman Operator Theory With Hybrid Observables, Mikhalib A L Green

LSU Master's Theses

Accurate modeling of marine vehicle dynamics remains challenging due to strong nonlinear hydrodynamic effects, environmental disturbances, and sensitivity to configuration changes, particularly for small-scale platforms. Classical physics-based models require extensive parameter identification and often exhibit degraded performance outside narrow operating regimes, while purely data-driven approaches may lack structure or impose high computational cost. This thesis presents a data-driven Koopman operator framework with hybrid observables for modeling the dynamics of unmanned marine vehicles. The proposed approach combines structured monomial observables with a learned neural network embedding to construct a lifted state representation in which the nonlinear vehicle dynamics are approximated by …

Large-Scale File Fragment Classification Via Multi-View Learning, Samuel Hildebrand

LSU Master's Theses

File reassembly is one of the most fundamental tasks in digital forensics, enabling recovery of data from potentially damaged storage media even when file system metadata is unavailable. This thesis reviews more than two decades of work in the realm of file carving, with a particular focus on fragmented file carving, which remains a focus of research, and file fragment classification, a principal component of fragmented file carving. This thesis serves a literature review of both file carving and fragmented file carving, surveys the massive amounts of data needed for the task of fragment classification and the datasets that serve …

Teachers' Perspectives On The Inclusion Of Children With Autism In Preschool And Kindergarten Programs Within Inclusive Classrooms In Saudi Arabia, Budur Alsalamah

USF Tampa Graduate Theses and Dissertations

In recent years, Saudi Arabia has witnessed a significant increase in the number of students with autism being integrated into mainstream classrooms. This is thanks to laws and regulations enacted to provide appropriate education for students with special needs, particularly those with autism, in less restrictive environments. This is a positive step towards providing equal educational opportunities for students with special needs. However, teachers' views on integrating children with autism into mainstream education remain varied. Studies have shown that teachers with positive attitudes towards inclusion are more likely to provide inclusive education in the classroom (Dev & Hayes, 2015). This …

Comparison Of Heavy Metal Accumulation In Soil And Wood Core Within Tallassee And Tuskegee, Alabama, Alicia R. Wilson, Brianna Smith, Latricia Miller, Rashidah Farid

Professional Agricultural Workers Journal

Heavy metals are natural components of the environment and can be relatively non-impactful in low concentrations. However, high concentrations of heavy metal toxicity can result in air, water, and soil contamination that adversely impacts environmental, human, and wildlife health. This study focuses on detecting the presence of heavy metals in soil, Loblolly Pine tree bark, and wood core samples from sites near a landfill in the Tallassee, Alabama, community and a post-agricultural site in Tuskegee, Alabama. It has been hypothesized that heavy metals are present in soil, tree bark, and the tree’s wood core from sampling sites. Samples were taken …

Impact Of In-Depth Adoption Of System Of Rice Intensification On Food Security Of Smallholder Farm Households In Mali, Moussa Macalou, John Baptist D. Jatoe

Professional Agricultural Workers Journal

The system of rice intensification (SRI) was implemented in Mali to boost rice productivity. The objectives of this paper are to identify the constraints faced by SRI adopters, estimate the food security index, and assess the impact of in-depth adoption of SRI on smallholder farm households’ food security. The study uses Kendall’s ranking to rank the six main constraints identified from the literature. The study uses the Household Food Insecurity Access Scale to estimate households’ food security index. Using primary data collected on rice farm households, the study combines the multivalued treatment effect inverse probability weighted regression adjustment and the …

Scaling Sustainable Propellants To Address Rocket Emissions: Lessons From The U.S. Aviation Industry, Zhizhou (Josie) Liu

Duke Law & Technology Review

The rapid growth of the U.S. commercial space industry has exposed a profound regulatory gap in addressing rocket emissions. By releasing greenhouse gases and particulates like black carbon, alumina, and water vapor, rocket launches not only contribute to climate change but also accelerate stratospheric ozone depletion. The U.S. aviation industry encountered similar environmental challenges decades ago, which eventually prompted legal and policy frameworks to curtail aviation emission through sustainable fuel technologies. Unlike aviation, however, the space industry now operates in a legal vacuum, with no binding international environmental standards or domestic regulations targeting rocket atmospheric pollution. As rocket emissions penetrate …

“For Us, Drones Mean Health”: How Medical Drone Delivery Affects Healthcare Outcomes, Accessibility, And Trust In Remote Regions Of Madagascar, Brianne O'Sullivan, Christallin Lydovick Rakotoasy, Lorie Donelle Phd, Rn, Fcan, Nicole Haggerty, Elysée Nouvet

Faculty Publications

Medical drone delivery (MDD), defined as the use of uncrewed aerial vehicles to transport medical products, is an emerging technological innovation responding to persistent health supply chain challenges in rural and low-resource settings. Within sub-Saharan Africa, MDD systems have demonstrated large-scale success in improving key health outcomes, health supply chain efficiency, and reductions in medical product stockouts and wastage. However, the existing evidence base on the effectiveness of this technology is dominated by quantitative, performance-based evaluations, with limited emphasis on the community-driven mechanisms that shape such outcomes. Drawing on original qualitative research, this article presents a qualitative secondary analysis (QSA) …

Cdj-Pontryagin Optimal Control For General Continuously Monitored Quantum Systems, Tathagata Karmakar, Andrew N. Jordan

Mathematics, Physics, and Computer Science Faculty Articles and Research

The Chantasri-Dressel-Jordan (CDJ) stochastic path integral formalism (Chantasri et al. 2013 and 2015) characterizes the statistics of the readouts and the most likely conditional evolution of continuously monitored quantum systems involving a few qubits or quantum harmonic oscillators in Gaussian states. In our work, we generalize the CDJ formalism to arbitrary continuously monitored systems by introducing a costate operator. We then prescribe a generalized Pontryagin's maximum principle for quantum systems undergoing arbitrary evolution and find conditions on optimal control protocols. We show that the CDJ formalism's most likely path can be cast as a quantum Pontryagin's maximum principle, where the …

Use Of Transversus Abdominis Plane Block In Laparoscopic Surgery, Riley Byars, David Fort

Group: Samford University Moffett & Sanders School of Nursing

The transverse abdominis plane (TAP) block has been suggested as a pain management adjunct for laparoscopic surgical approaches. The administration of a TAP block involves using ultrasound guidance to inject local anesthetic into the fascial plane between the internal oblique and transversus abdominis muscles. Current evidence demonstrates that the utilization of TAP blocks lead to lower postoperative pain scores and overall lower narcotic consumption in the postoperative period. A 64-year-old female presented for a laparoscopic assisted vaginal hysterectomy. After induction of general anesthesia with placement of an endotracheal tube, a bilateral TAP block was administered by the anesthesiologist. During the …

Genome-Wide Crispr Screen Identifies A Cytokine-Enhancer Circuit Driving Hif-2Α Activation In Renal Cancer, Jun Fang, Jeremy M Simon, Tao Wang, Yunpeng Gao, Xianju Bi, Lianxin Hu, Chengheng Liao, Cheng Zhang, Yayoi Adachi, Jin Zhou, Hongyi Liu, Qian Liang, James A Nathan, Ram Mani, James Brugarolas, Qing Zhang

Faculty, Staff and Student Publications

Resistance to HIF-2α inhibitors such as Belzutifan underscores the need to better understand how HIF-2α is transcriptionally regulated in clear cell renal cell carcinoma (ccRCC). Here, we uncover a cytokine-driven enhancer mechanism that sustains HIF-2α expression through the JAK1-STAT3 signaling pathway. Using a genome-wide CRISPR screen in VHL-deficient ccRCC cells, we identified SOCS3 as a key negative regulator of HIF-2α. Mechanistically, loss of SOCS3 activates JAK1-STAT3 signaling, leading to the recruitment of STAT3 to distal enhancers upstream of EPAS1 that physically loop to its promoter to drive HIF-2α transcription. This cytokine-enhancer circuit was recapitulated in ccRCC patient samples and functionally …

Ross Island: An Urgent Call To Action: Toward Public Stewardship And Long-Term Responsibility, City Club Of Portland (Portland, Or.)

City Club of Portland

Located just south of downtown Portland, Ross Island is a 400-acre landscape of islands and a lagoon shaped by decades of sand and gravel mining. It is now one of the lower Willamette River’s clearest opportunities for large-scale ecological restoration, tribal stewardship, and lasting public benefit. But that opportunity is at risk under a private ownership structure in which reclamation remains unfinished and long-term stewardship has not been secured. At the same time, emerging coordination opportunities with related cleanup efforts could either advance reclamation and stewardship or create further delay and uncertainty, underscoring the need for clear state leadership. Immediate …

Draft Final Butte Priority Soils Operable Unit (Bpsou) Insufficiently Reclaimed Sites Bres No. 30 – Atlantic 1 Remedial Action Work Plan (Rawp), Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Logic Model Development Through A Feasibility Rct For A Group-Based Weight Management Programme, Rod Sheaff, Shokraneh Moghadam, Laura Hollands, Lily Hawkins, Dawn Swancutt, Jenny Lloyd, Jonathan Pinkney, Mark Tarrant

School of Psychology

ObjectivesClinical psychology interventions for reducing obesity have developed alongside pharmacological and surgical treatments, but usually as interventions for individual patients. Any healthcare intervention rests on a logic model: assumptions that through specific physical and social mechanisms, it will produce certain intended outcomes, provided that conducive background conditions (‘contexts’) exist. Using evidence from the feasibility trial preceding a full randomised controlled trial (RCT), this paper assesses the empirical validity of the initial logic model of a new group-based weight management intervention: PROGROUP, designed for patients with body mass index (BMI) ≥40 kg/m2 or ≥35 kg/m2 with comorbidities. We aimed to test …

Butte Priority Soils Operable Unit Final Butte Hill Revegetation Specifications, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Intelligent Control Of Energy System Operating Modes Based On Neuro-Analytical And Neutrosophic Models Under Conditions Of Uncertainty, Oksana Porubay, Isamiddin Siddikov, Dilnoza Umurzakova

Neutrosophic Sets and Systems

No abstract provided.

Evaluating Kidney Failure In Age Groups With Cubic Neutrosophic Sets, B. Anitha, M. Lavanya

Neutrosophic Sets and Systems

No abstract provided.

Complications And Outcomes Of Orbital Fracture Repair In Oman, Saleh Al Ghailani, Abdulaziz Bakathir, Ahmed Al Ajmi, Shuhra Al Washahi, Tiamour Al Baloshi, Ahmed Al Hashmi

Sultan Qaboos University Medical Journal

Objective: This study aimed to investigate and analyse the complications and outcomes of orbital fracture repair in Oman. Methods: This multicentre retrospective study included all patients with orbital floor and/or medial wall fractures who underwent orbital reconstruction at four tertiary hospitals in Oman between January 2014 and December 2021. The data collected included demographics, fracture aetiology, surgical approach, reconstruction material, complications and repair outcomes. Results: A total of 41 patients were included in this study. Motor vehicle collisions (MVCs) were the most common cause of orbital fractures, accounting for (53.7%) of the patients. Isolated orbital fractures were encountered in …