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Morphology And Distribution Of Lakes Under The Laurentide Ice Sheet: Implications For Ice Flow Dynamics, Sarah M. Principato, Carissa Mobley Aug 2025

Morphology And Distribution Of Lakes Under The Laurentide Ice Sheet: Implications For Ice Flow Dynamics, Sarah M. Principato, Carissa Mobley

Environmental Studies Faculty Publications

This study examines the distribution and morphology of lakes under the Laurentide Ice Sheet (LIS) to investigate relationships with ice flow velocity, bedrock and basal thermal regime. Palaeo-ice streams and lobes were important components of the LIS, and properties of lakes in those regions are quantified at high resolution. Lake polygon shapefiles obtained from the HydroLAKES database contain data including water depth, volume and elevation. ArcGIS Pro is used to measure lake area, length, width, elongation, orientation, parallel conformity, density and packing. Approximately 982 282 natural lakes were identified in the region of North America covered by the maximum extent …


Resistance And Adaptation: How Religion Survived A War, Iris Mascio Aug 2025

Resistance And Adaptation: How Religion Survived A War, Iris Mascio

History Theses, Dissertations, and Student Creative Activity

This paper investigates the survival strategies employed by Bosnian Muslims during the civil wars of the 1990s, with a focus on how these strategies influenced the practice and evolution of Bosnian Islam. Drawing on primary and secondary sources, survivor interviews, and analyses of religious and social practices, the study identifies two key modes of response: adaptation and resistance. While resistance—including underground organizing, covert publications, and occasional armed defense—played a role during periods of extreme threat, it was primarily historical patterns of adaptation that enabled long-term survival and continuity. Therefore, the paper covers the challenges encountered and survival strategies used by …


Danicamtiv Reduces Myosin’S Working Stroke But Activates The Thin Filament By Accelerating Actomyosin Attachment, Brent Scott, Lina Greenberg, Caterina Squarci, Kenneth S. Campbell, Michael J. Greenberg Aug 2025

Danicamtiv Reduces Myosin’S Working Stroke But Activates The Thin Filament By Accelerating Actomyosin Attachment, Brent Scott, Lina Greenberg, Caterina Squarci, Kenneth S. Campbell, Michael J. Greenberg

Physiology Faculty Publications

Heart failure is a leading cause of death worldwide, and even with current treatments, the 5-y transplant-free survival rate is only ~50 to 70%. As such, there is a need to develop new treatments for patients that improve survival and quality of life. Recently, there have been efforts to develop small molecules for heart failure that directly target components of the sarcomere, including cardiac myosin. Danicamtiv is one of these molecules; however, its direct effects on myosin’s single molecule mechanics and kinetics are not well understood. Using optical trapping techniques, stopped flow transient kinetics, and in vitro reconstitution assays, we …


Indifferentiability Analysis Of Symmetric Key Ciphers, Sayantan Paul Aug 2025

Indifferentiability Analysis Of Symmetric Key Ciphers, Sayantan Paul

Doctoral Theses

The thesis presented here analyses the security of certain selected symmetric key ciphers - The ciphers analyzed are the 2 and 3-round Confusion-Diffusion Network, the 3-round Cascade Cipher with two independent keys, and the Feistel Construction with 7 and 8 rounds. Substitution Permutation Networks (SPNs) are widely used in the design of modern symmetric cryptographic building blocks. Attacks against the 2-round Confusion-Diffusion Network construction have been exhibited by Dodis et al. (2016a) in their Eurocrypt 2016 paper titled ‘Indifferentiability of Confusion-Diffusion Networks’, and by Da, Xu and Guo (2021b) in their paper ‘Sequential Indifferentiability of Confusion-Diffusion Networks’. Both attacks mentioned …


Anionic Azo Dyes: Wastewater Pollutants As Functionalizing Agents For Porous Polycarbonate Membranes Aiding In Water Decolorization, Alan Jarrett Messinger, Isabella S. Mays, Brennon Craigo, Jeffrey Joering, Sean P. Mcbride Aug 2025

Anionic Azo Dyes: Wastewater Pollutants As Functionalizing Agents For Porous Polycarbonate Membranes Aiding In Water Decolorization, Alan Jarrett Messinger, Isabella S. Mays, Brennon Craigo, Jeffrey Joering, Sean P. Mcbride

Physics Faculty Research

Efficient water decolorization techniques are vital for ensuring fresh water for future generations. Azo dyes are used heavily in the textile industry and are a challenge to remove from industrial wastewater. This research expands on recent innovative work where anionic azo dyes themselves were used to functionalize track-etched porous polycarbonate filtration membranes with decolorized water obtained as a byproduct. The objective of this research is to determine whether the observed dye rejection is dependent on the magnitude of the intrinsic charge of the dye molecule or on its structure, using two selectively chosen anionic azo dye series during functionalization. The …


Exploring The Moderating Effect Of Boundary Management Strategy In A Remote Work Environment, Brandon M. Vasquez Aug 2025

Exploring The Moderating Effect Of Boundary Management Strategy In A Remote Work Environment, Brandon M. Vasquez

Master's Theses

Remote work has evolved significantly, especially during the COVID-19 pandemic, and continues to influence employee experiences in both positive and negative ways. Managing the separation between work and personal life is of importance. More specifically, using a boundary management strategy of segmentation may be more effective than an integration strategy because those who separate the two domains of work and family/personal life may be less prone to conflict in their lives. The present study aimed to examine the moderating effect of boundary management strategy on the relationship between remote work and job satisfaction, work-life balance, and well-being. Specifically, it was …


Staff Education To Enhance Nursing Knowledge And Confidence In Withdrawal Management Using The Clinical Institute Withdrawal Assessment And Clinical Opiate Withdrawal Scale, Margaret Sarana Hector Aug 2025

Staff Education To Enhance Nursing Knowledge And Confidence In Withdrawal Management Using The Clinical Institute Withdrawal Assessment And Clinical Opiate Withdrawal Scale, Margaret Sarana Hector

Walden Dissertations and Doctoral Studies

This quality improvement staff education project addressed the inconsistent use of the Clinical Institute Withdrawal Assessment (CIWA) and Clinical Opiate Withdrawal Scale (COWS) assessment tools among nursing staff in an adult psychiatric and addictions unit located in the Mid-Atlantic region of the United States. Inconsistent use of the CIWA and COWS tools may lead to unfavorable patient outcomes. The goal of this project was to enhance nursing familiarity, confidence, and sense of importance in using CIWA and COWS tools for assessing and managing withdrawal symptoms in patients with co-occurring depression and substance use disorders. A pre- and posteducation survey design …


Quantum Error Correction: Studying Correlated Errors On Surface Codes, Reu/Fri Program Physics And Astronomy, Pritesh Thakur Aug 2025

Quantum Error Correction: Studying Correlated Errors On Surface Codes, Reu/Fri Program Physics And Astronomy, Pritesh Thakur

Student Works

No abstract provided.


Tabletop Isotropic Source For Neutron Science Training Poster, Reu/Fri Program Physics And Astronomy, Jarom Peterson Aug 2025

Tabletop Isotropic Source For Neutron Science Training Poster, Reu/Fri Program Physics And Astronomy, Jarom Peterson

Student Works

To develop affordable tabletop neutron sources for neutron science research and education, GS20 scintillator glass doped with Americium-241 is being evaluated inside the BYU Isotropic Fission Chamber (IFC). Our 1985 sample was assessed for radiation damage and found to be in good condition. Neutrons from Am-241 interactions were optically flagged and observed using the IFC in conjunction with the LGB-PVT Neutron Pseudo Spectrometer Detector. Data was recorded via a CAEN desktop digitizer. The analysis code continues to be developed, and the neutron detector will be calibrated using deuterium-deuterium (DD) interactions in the future.


The Atmospheric Characterization Of Abnormally Blue Early T-Dwarfs Midterm Presentation, Reu/Fri Program Physics And Astronomy, Madalyn Chapleski Aug 2025

The Atmospheric Characterization Of Abnormally Blue Early T-Dwarfs Midterm Presentation, Reu/Fri Program Physics And Astronomy, Madalyn Chapleski

Student Works

No abstract provided.


Re: Approval Letter For Bpsou Blacktail Creek Riparian Actions Draft Field Work Plan: Wetlands Delineation And Functional Assessment (Received August 8, 2025), Emma Rott Aug 2025

Re: Approval Letter For Bpsou Blacktail Creek Riparian Actions Draft Field Work Plan: Wetlands Delineation And Functional Assessment (Received August 8, 2025), Emma Rott

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Re: 2025 Spring Migration Seasonal Report For Berkeley Pit Waterfowl Protection Plan, Mark Thompson, Loren Burmeister Aug 2025

Re: 2025 Spring Migration Seasonal Report For Berkeley Pit Waterfowl Protection Plan, Mark Thompson, Loren Burmeister

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Machine Learning And Crime Prevention, Emily Lizewski Aug 2025

Machine Learning And Crime Prevention, Emily Lizewski

Student Theses

Predictive policing uses machine learning to analyze crime patterns and help law enforcement better efficient use their resources. These tools can improve accuracy by highlighting complex trends in large sets of data. While this technology has its advantages, it also raises important ethical and social questions. Within this paper we looks at how predictive policing works, focusing on the machine learning models often used such as decision trees, random forests, gradient boosting, and models that factor in both time and location. It also explores how these tools might unintentionally reinforce biases already present in historical crime data. In reviewing the …


Fabrication Of Antibacterial And Functional Films From Starch-Polyvinylpyrrolidone Composite Using Plasma Treatment And Silver Nanoparticles, Muhammad Nazrul Islam, Nikitha Modupalli, Md Mahfuzur Rahman Aug 2025

Fabrication Of Antibacterial And Functional Films From Starch-Polyvinylpyrrolidone Composite Using Plasma Treatment And Silver Nanoparticles, Muhammad Nazrul Islam, Nikitha Modupalli, Md Mahfuzur Rahman

Food Science Faculty Publications and Presentations

Biopolymers and water-soluble nontoxic synthetic polymer composites using silver nanoparticles are astute approaches for antibacterial film fabrication. Moreover, surface treatment of the biopolymeric composite film by cold plasma can enhance the biocidal activity. Silver nanoparticles were synthesized by using the reduction method. Films were fabricated with different ratios of rice starch and polyvinylpyrrolidones (PVP) (1:0, 1:1, and 3:1), with and without silver (Ag) nanoparticles. A plasma jet was used to treat the film's surfaces by placing the Film 0.5 cm below the plasma discharge. Surface morphology was monitored by scanning electron microscopy (SEM), and the existence of Ag nanoparticles in …


Criminal Adult Perceptions Of Transition Services Following Histories Of Physical Abuse As Children, Kimberlyn Sherie Crook Aug 2025

Criminal Adult Perceptions Of Transition Services Following Histories Of Physical Abuse As Children, Kimberlyn Sherie Crook

Walden Dissertations and Doctoral Studies

It is possible that childhood abuse and neglect could be linked to adult crime and delinquency. Intervention services' apparent ineffectiveness worries social workers, law enforcement, and policymakers. The literature found that abused children are more likely to commit crimes as adults without intervention and prevention, which harms society and abused children. Research suggests child abuse and adult crime may have early roots. The purpose of this qualitative study was to address adult victims firsthand accounts to identify intervention service gaps and suggest improvements. The qualitative design was used to address adult criminals who were abused as children and their unique …


Strategies To Implement Employee Cybersecurity Awareness Programs, Felix Ngwese Aug 2025

Strategies To Implement Employee Cybersecurity Awareness Programs, Felix Ngwese

Walden Dissertations and Doctoral Studies

Lack of cybersecurity awareness among employees and end-users poses significant risks to organizations. This issue is critical because inadequate cybersecurity awareness increases organizational vulnerabilities, leading to financial losses and compromised data security. Grounded in the routine activity theory, the purpose of this qualitative multiple case study was to explore strategies that IT security managers had implemented to enhance employee cybersecurity awareness. The participants were six IT security managers in Cameroon, West Africa, with strategies to implement employee cybersecurity awareness. Data were collected using semistructure interviews and a review of documents. Through thematic analysis, three themes were identified: (a) cybersecurity awareness …


Leadership In Action: Enhancing Staff Development For Organizational Success, Reinaldo Rivera Hernández Aug 2025

Leadership In Action: Enhancing Staff Development For Organizational Success, Reinaldo Rivera Hernández

Walden Dissertations and Doctoral Studies

Nonprofit organizations face distinctive challenges that require specialized leadership and effective staff development strategies, particularly in community-focused organizations in Lancaster, Pennsylvania. Leadership deficiencies can diminish employee commitment, restrict professional growth, and weaken organizational capacity, ultimately limiting mission fulfillment. The purpose of this qualitative study was to explore leadership and staff development deficiencies within a nonprofit organization in Lancaster County and identify strategies for improvement. Guided by Kurt Lewin’s change management model, the study examined barriers and supports for professional growth, the influence of leadership on organizational culture and retention, and practices promoting equity and succession planning. Semi-structured interviews were conducted …


Exploring Cybersecurity Strategies Used To Protect Personal Health Information From Cyberattacks When Using Telemedicine, Samara Torres Aug 2025

Exploring Cybersecurity Strategies Used To Protect Personal Health Information From Cyberattacks When Using Telemedicine, Samara Torres

Walden Dissertations and Doctoral Studies

The healthcare industry has been impacted by an increase in cybersecurity breaches because of cyberattacks when using telemedicine. It is crucial that information technology (IT) managers in the private healthcare industry protect personal health information (PHI) to uphold patients’ right to privacy, maintain their trust, prevent legal ramifications, and to comply with government regulations. This qualitative pragmatic research used the integrated system theory (IST) as a road map to explore effective cybersecurity strategies used to protect PHI in telemedicine. The participants were seven IT managers in the private healthcare industry within the United States who had experience with cybersecurity strategies …


Staff Education To Improve Mental Health Knowledge Among Critical Care Staff, Ashton Barnes Aug 2025

Staff Education To Improve Mental Health Knowledge Among Critical Care Staff, Ashton Barnes

Walden Dissertations and Doctoral Studies

Mental health literacy is increasingly recognized as a critical component of nursing practice, particularly in high-acuity environments. At a local healthcare organization, leadership identified a gap in staff education related to mental health, contributing to elevated incidences of anxiety, depression, posttraumatic stress disorder (PTSD), burnout, and diminished patient outcomes. In response, I conducted this Doctor of Nursing Practice project to evaluate whether a structured educational intervention could enhance mental health knowledge and competency among critical care staff. Participants completed pre- and postintervention assessments to evaluate core concepts in mental health awareness and clinical application, with supplementary qualitative feedback gathered to …


Reforming The Indian Bar: The Limits Of Technological Solutions, Varsha Aithala, Karthik Suresh Aug 2025

Reforming The Indian Bar: The Limits Of Technological Solutions, Varsha Aithala, Karthik Suresh

Articles

A majority of Indians do not have effective access to legal services, despite the constitutional promise of access to justice. There are two intertwined reasons for this: the unavailability of a sufficient number of good quality lawyers, and the high costs of accessing legal services. The Indian legal profession is highly unequal, with ‘prestige’ being the currency of upward professional mobility. The professional regulator, the Bar Council of India, simply lacks the capacity to regulate quality. As a consequence, clients lack the information to access lawyers, and to understand the outcomes they desire from them, and the fees they have …


The Impact Of Interactive Classroom Interior Design On Student’S Perceived Well-Being: A Case Study Of Egyptian Language Schools In Cairo., Dalia Moati, Tasneem Gamal, Rodina Mostafa, Yara Farrag Aug 2025

The Impact Of Interactive Classroom Interior Design On Student’S Perceived Well-Being: A Case Study Of Egyptian Language Schools In Cairo., Dalia Moati, Tasneem Gamal, Rodina Mostafa, Yara Farrag

Architectural Engineering

The impact of classroom interior design on students’ perceived well- being, encompassing cognitive, physical, and social aspects, is substantial. While there is increasing evidence supporting the importance of individual interior elements such as lighting, colour, and furniture, most research examines these factors separately, neglecting their combined effects. This research seeks to examine how an integrated approach to interactive classroom interior design through flexible seating areas, ergonomic furniture, natural lighting, colours psychology, acoustics, and thermal comfort influences student well- being (physical, social, and cognitive). The research explores the most effective combinations of design components in fostering a positive and supportive learning …


Birth Outcomes In The Hispanic Population In The United States: Trends, Variation, And Determinants (2011–2021), Yanchao Yang, Sota Fuji '27, Thinh Nguyen '26 Aug 2025

Birth Outcomes In The Hispanic Population In The United States: Trends, Variation, And Determinants (2011–2021), Yanchao Yang, Sota Fuji '27, Thinh Nguyen '26

Business Analytics Faculty Publications

Infants born to mothers who self-identify as Hispanic account for a substantial and growing share of births in the United States, yet limited research has examined disparities in birth outcomes across Hispanic origin subgroups. This study aims to document trends and identify important factors associated with Cesarean section (C-section), low birth-weight, and prematurity within the Hispanic population. We use data from the National Vital Statistics System (2011–2021), covering nearly all U.S. births. We compare outcomes across Hispanic, non-Hispanic White, and non-Hispanic Black mothers and further disaggregate by Hispanic origin (Mexican, Puerto Rican, Cuban, Central/South American, and Other/Unknown). We use logistic …


Effects Of Ambient Temperature On Nox Emissions From Heavy-Duty Diesel Vehicles Measured In Utah, Amber L. Gurecki Allen, Darrell B. Sonntag, Gary A. Bishop Aug 2025

Effects Of Ambient Temperature On Nox Emissions From Heavy-Duty Diesel Vehicles Measured In Utah, Amber L. Gurecki Allen, Darrell B. Sonntag, Gary A. Bishop

Fuel Efficiency Automobile Test Publications

This study investigates the effects of ambient temperature on NOx (NO + NO2) emissions from model year 2011 and later heavy-duty (HD) diesel vehicles. Emission measurements were collected in Perry, Utah, using the Fuel Efficiency Automobile Test (FEAT) remote sensing device. Data were limited to model year 2011 and later to focus on vehicles likely equipped with selective catalytic reduction (SCR) systems, which control tailpipe NOx emissions and are shown to be temperature sensitive. HD diesel vehicles measured in the winter of 2020 had consistently higher NOx emissions than those measured in the summer of 2023, most significantly for vehicles …


Opioid Overdose Bystander Assistance And Harm Reduction In Pennsylvania, Walkirya Peralta Aug 2025

Opioid Overdose Bystander Assistance And Harm Reduction In Pennsylvania, Walkirya Peralta

Walden Dissertations and Doctoral Studies

Bystanders play a vital role in reducing opioid overdose deaths by administering naloxone, a medication that can reverse the effects of opioids when used promptly. With opioid-related fatalities considered a public health emergency in the United States, increasing public access to naloxone and education on overdose prevention has become a key strategy in harm reduction. Research shows that these efforts effectively lower overdose deaths in affected communities. As part of this public health approach, many states allow individuals to obtain naloxone without a prescription through standing orders at pharmacies and community programs. Additionally, legal protections such as Good Samaritan laws …


Impact Of Mining Activities On Land Use Land Cover (Lulc) Using Geospatial Techniques In The Obuasi Municipality, Jonathan Arthur Quaye-Ballard, Samira Naa Yemoley Nsiah, Jephthah Marfo Nimoh, Titus Tienaah, Tina Dzigbordi Wemegah, Precious Adwoa Okyere Aug 2025

Impact Of Mining Activities On Land Use Land Cover (Lulc) Using Geospatial Techniques In The Obuasi Municipality, Jonathan Arthur Quaye-Ballard, Samira Naa Yemoley Nsiah, Jephthah Marfo Nimoh, Titus Tienaah, Tina Dzigbordi Wemegah, Precious Adwoa Okyere

Publications

Introduction: Sustainable development, which balances economic, social, and environmental factors to meet the needs of the present and future generations, is a collective responsibility. Rapid population growth and intensification of socio-economic activities are causing significant changes in Land Use Land Cover (LULC), directly impacting ecosystem services, biodiversity, and climate. The Obuasi community is already facing environmental degradation and health problems due to gold mining.

Methodology: The study assessed the spatial extent and intensity of mining activities in the Obuasi Municipality on the LULC and predicted future LULC changes due to mining activities using geospatial techniques. The LULC changes were analysed …


Not-So-Secret Authentication: The Syncbleed Attacks And Defenses For Zero-Involvement Authentication Systems, Isaac Ahlgren, Rushikesh Shirsat, Omar Achkar, George K. Thiruvathukal, Kyu In Lee, Neil Klingensmith Aug 2025

Not-So-Secret Authentication: The Syncbleed Attacks And Defenses For Zero-Involvement Authentication Systems, Isaac Ahlgren, Rushikesh Shirsat, Omar Achkar, George K. Thiruvathukal, Kyu In Lee, Neil Klingensmith

Computer Science: Faculty Publications and Other Works

Zero-involvement authentication (ZIA) offers a promising solution for autoprovisioning large IoT device networks by enabling devices to extract identical authentication keys from ambient environmental signals without user intervention.

However, we demonstrate that existing ZIA systems leak critical information during key negotiation when they exchange synchronization messages over public wireless channels.

Our novel passive attack, SyncBleed, exploits these leaked messages to reconstruct ZIA-generated keys, successfully cracking approximately 50% of keys in under one second in our testbed experiments.

To address this vulnerability, we introduce TREVOR (Time shift REsistant VEctor ExtractOR), which generates nearly identical bit sequences from environmental signals without exchanging …


Idiopathic Atraumatic Renal Hemorrhage: A Case Report, Tabitha Ranson, Gregory Ruddy, Zachary Ostapowicz, Leah Joyner Aug 2025

Idiopathic Atraumatic Renal Hemorrhage: A Case Report, Tabitha Ranson, Gregory Ruddy, Zachary Ostapowicz, Leah Joyner

Student Publications

Introduction: Wunderlich syndrome (WS) is a rare condition characterized by spontaneous, atraumatic renal hemorrhage. It often presents with non-specific symptoms and is typically diagnosed through computed tomography (CT). The most common presentation of WS includes the Lenk triad, which consists of flank pain, a palpable flank mass, and hypovolemic shock. If diagnosis and treatment are delayed, WS can rapidly progress and lead to unfavorable patient outcomes.

Case Report: A 65-year-old male presented to the emergency department with severe sudden-onset left flank pain with subsequent CT angiogram demonstrating an actively bleeding left renal hematoma. The patient was managed conservatively with …


Unilateral Facial Paralysis With Facial Nerve Enhancement On Mri In A Patient With Guillain-Barré Syndrome: A Case Report, Aaron Creswell, Abigail Zaratan, Darius Shahbazi, Shahin Shahbazi Aug 2025

Unilateral Facial Paralysis With Facial Nerve Enhancement On Mri In A Patient With Guillain-Barré Syndrome: A Case Report, Aaron Creswell, Abigail Zaratan, Darius Shahbazi, Shahin Shahbazi

Student Publications

Guillain-Barré syndrome (GBS) represents a spectrum of inflammatory polyradiculoneuropathies. Several variants have been reported with distinct symptom profiles. Cranial nerve involvement is relatively common, but it most often presents as bilateral facial nerve palsy at onset. We describe the case of a 66-year-old man who initially presented with extremity paresthesia that rapidly progressed to leg weakness and hyporeflexia. The diagnosis of GBS was confirmed by cerebrospinal fluid analysis, and he was treated with intravenous immunoglobulin. Following treatment, however, he developed facial hemiplegia, which was associated with facial nerve enhancement on MRI. This case represents one of the few reports of …


Quantum Pseudorandom Primitives Beyond Pseudorandom States, Chuhan Lu Aug 2025

Quantum Pseudorandom Primitives Beyond Pseudorandom States, Chuhan Lu

Dissertations and Theses

Quantum pseudorandomness is an emerging research area. Ji, Liu, and Song defined pseudorandom states (PRSs) and pseudorandom unitaries (PRUs) as quantum analogs of pseudorandom generators and pseudorandom functions. A unitary oracle separation result between one-way functions and PRSs/PRUs, established by Kretschmer, suggests that certain quantum primitives may remain secure even if classical cryptography is compromised. This insight has spurred extensive work on quantum pseudorandomness and its applications in quantum cryptography.

Many constructions of PRSs have been established under standard assumptions, yet building a secure PRU was a long-standing open problem. This dissertation aims to narrow the gap between PRSs and …


Projections Of Lightning‐Ignited Wildfire Risk In The Western United States, Dmitri A. Kalashnikov, John T. Abatzoglou, Frances V. Davenport, Zachary M. Labe, Paul C. Loikith, Danielle Touma, Deepti Singh Aug 2025

Projections Of Lightning‐Ignited Wildfire Risk In The Western United States, Dmitri A. Kalashnikov, John T. Abatzoglou, Frances V. Davenport, Zachary M. Labe, Paul C. Loikith, Danielle Touma, Deepti Singh

Geography Faculty Publications and Presentations

Cloud‐to‐ground (CG) lightning is a major source of summer wildfire ignition in the western United States (WUS). However, future projections of lightning are uncertain since lightning is not directly simulated by most global climate models. To address this issue, we use convolutional neural network (CNN)‐based parameterizations of daily June‐September CG lightning. CNN parameterizations of daily CG lightning occurrence at each grid cell use fields of three thermodynamic variables—ratio of surface Moist Static Energy (MSE) to 500 hPa saturation MSE, 700–500 hPa lapse rate, and 500 hPa relative humidity. Applying these parameterizations to the Community Earth System Model version 2 Large …