Digital Commons Network^™

Application Of Causal Inference To The Analysis Of Occupant Thermal State And Energy Behavioral Intentions In Immersive Virtual Environments, Girish Rentala, Yimin Zhu, Supratik Mukhopadhyay

Faculty Publications

Identification and quantitative understanding of factors that influence occupant energy behavior and thermal state during the design phase are critical in supporting effective energy-efficient design. To achieve this, immersive virtual environments (IVEs) have recently shown potential as a tool to simulate occupant energy behaviors and collect context-dependent behavior data for buildings under design. On the other hand, prior models of occupant energy behaviors and thermal states used correlation-based approaches, which failed to capture the underlying causal interactions between the influencing factors and hence were unable to uncover the true causing factors. Therefore, in this study, the authors investigate the applicability …

Assessing Population Exposure To Coastal Flooding Due To Sea Level Rise, Matthew E. Hauer, Dean Hardy, Scott A. Kulp, Valerie Mueller, David J. Wrathall, Peter U. Clark

Faculty Publications

The exposure of populations to sea-level rise (SLR) is a leading indicator assessing the impact of future climate change on coastal regions. SLR exposes coastal populations to a spectrum of impacts with broad spatial and temporal heterogeneity, but exposure assessments often narrowly define the spatial zone of flooding. Here we show how choice of zone results in differential exposure estimates across space and time. Further, we apply a spatio-temporal flood-modeling approach that integrates across these spatial zones to assess the annual probability of population exposure. We apply our model to the coastal United States to demonstrate a more robust assessment …

Neural Correlates Of Infant Face Processing And Later Emerging Autism Symptoms In Fragile X Syndrome, Maggie W. Guy, John E. Richards, Abigail L. Hogan Ph.D., Jane E. Roberts

Faculty Publications

Fragile X syndrome (FXS) is the leading known genetic cause of autism spectrum disorder (ASD) with 60–74% of males with FXS meeting diagnostic criteria for ASD. Infants with FXS have demonstrated atypical neural responses during face processing that are unique from both typically developing, low-risk infants and infants at high familial risk for ASD (i.e., infants siblings of children with ASD). In the current study, event-related potential (ERP) responses during face processing measured at 12 months of age were examined in relation to ASD symptoms measured at ~48 months of age in participants with FXS, as well as siblings of …

Shaper-Pnd Trial: Clinical Effectiveness Protocol Of A Community Singing Intervention For Postnatal Depression, Carolina Estevao, Rebecca Bind, Daisy Fancourt, Kristi Sawyer, Paola Dazzan, Nick Sevdalis, Anthony Woods, Nikki Crane, Lavinia Rebecchini, Katie Hazelgrove, Manonmani Manoharan, Alexandra Burton, Hannah Dye, Tim Osborn, Rachel E. Davis, Tayana Soukup, Jorge Arias De La Torre, Ioannis Bakolis, Andy Healey, Rosie Perkins, Carmine Pariante

Faculty Publications

INTRODUCTION: Postnatal depression (PND) affects approximately 13% of new mothers. Community-based activities are sought after by many mothers, especially mothers that prefer not to access pharmacological or psychological interventions. Singing has shown positive effects in maternal mood and mother-child bonding. The Scaling-Up Health-Arts Programmes: Implementation and Effectiveness Research-Postnatal Depression study will analyse the clinical and implementation effectiveness of 10-week singing sessions for PND in new mothers. This protocol paper will focus on the clinical effectiveness of this trial. METHODS AND ANALYSIS: A total of 400 mothers with PND (with a score of at least 10 on the Edinburgh Postnatal Depression …

Seasonal Mixed Layer Depth Shapes Phytoplankton Physiology, Viral Production, And Accumulation In The North Atlantic, Ben P. Diaz, Ben Knowles, Christopher T. Johns, Christien P. Laber, Karen Grace V. Bondoc, Liti Haramaty, Frank Natale, Elizabeth L. Harvey, Sasha J. Kramer, Luis M. Bolaños, Daniel P. Lowenstein, Helen F. Fredricks, Jason Graff, Toby K. Westberry, Kristina D. A. Mojica, Nils Haëntjens, Nicholas Baetge, Peter Gaube, Emmanuel Boss, Craig A. Carlson, Michael J. Behrenfeld, Benjamin A. S. Van Mooy, Kay D. Bidle

Faculty Publications

Seasonal shifts in phytoplankton accumulation and loss largely follow changes in mixed layer depth, but the impact of mixed layer depth on cell physiology remains unexplored. Here, we investigate the physiological state of phytoplankton populations associated with distinct bloom phases and mixing regimes in the North Atlantic. Stratification and deep mixing alter community physiology and viral production, effectively shaping accumulation rates. Communities in relatively deep, early-spring mixed layers are characterized by low levels of stress and high accumulation rates, while those in the recently shallowed mixed layers in late-spring have high levels of oxidative stress. Prolonged stratification into early autumn …

Large-Scale Reality Modeling Of A University Campus Using Combined Uav And Terrestrial Photogrammetry For Historical Preservation And Practical Use, Bryce Berrett, Cory Vernon, Haley Beckstrand, Madi Pollei, Kaleb Markert, Kevin Franke, John Hedengren

Faculty Publications

Unmanned aerial vehicles (UAV) enable detailed historical preservation of large-scale infrastructure and contribute to cultural heritage preservation, improved maintenance, public relations, and development planning. Aerial and terrestrial photo data coupled with high accuracy GPS create hyper-realistic mesh and texture models, high resolution point clouds, orthophotos, and digital elevation models (DEMs) that preserve a snapshot of history. A case study is presented of the development of a hyper-realistic 3D model that spans the complex 1.7 km2 area of the Brigham Young University campus in Provo, Utah, USA and includes over 75 significant structures. The model leverages photos obtained during the historic …

Space And Species Interactions In Welfare Estimates For Invasive Species Policy, Stephanie Brockmann, Hongyan Zhang, Doran M. Mason, Edward S. Rutherford

Faculty Publications

Aquatic invasive species (AIS) can cause catastrophic damages to lake ecosystems. Bigheaded carp are one such species that pose a current threat to Lake Michigan. Bigheaded carp are expected to have spatially differentiated impacts on other aquatic species in the metapopulation. Policymakers must decide how much to invest in mitigation or conservation policies, if at all, by understanding how invasions impact social welfare or social wellbeing. Estimates of social welfare implications, however, may be biased if important interactions between species and space are overly simplified or aggregated out of the model. In this analysis, a bioeconomic model that links an …

An Optimized Machine Learning And Big Data Approach To Crime Detection, Ashokkumar Palanivinayagam, Siva Shankar Gopal, Sweta Bhattacharya, Noble Anumbe, Ebuka Ibeke, Cresantus Biamba

Faculty Publications

Crime detection is one of the most important research applications in machine learning. Identifying and reducing crime rates is crucial to developing a healthy society. Big Data techniques are applied to collect and analyse data: determine the required features and prime attributes that cause the emergence of crime hotspots. The traditional crime detection and machine learning-based algorithms lack the ability to generate key prime attributes from the crime dataset, hence most often fail to predict crime patterns successfully. This paper is aimed at extracting the prime attributes such as time zones, crime probability, and crime hotspots and performing vulnerability analysis …

Upper And Lower Limb Motor Function Correlates With Ipsilesional Corticospinal Tract And Red Nucleus Structural Integrity In Chronic Stroke: A Cross-Sectional, Roi-Based Mri Study, Denise M. Peters, Julius Fridriksson, Jessica D. Richardson, Jill Campbell Stewart Pt,Phd, Chris Rorden, Leonardo Bonihla, Addie Middleton, Stacy L. Fritz

Faculty Publications

Background. Structural integrity of the ipsilesional corticospinal tract (CST) is important for upper limb motor recovery after stroke. However, additional neuromechanisms associated with motor function poststroke are less well understood, especially regarding the lower limb. Objective. To investigate the neural basis of upper/lower limb motor deficits poststroke by correlating measures of motor function with diffusion tensor imaging-derived indices of white matter integrity (fractional anisotropy (FA), mean diffusivity (MD)) in primary and secondary motor tracts/structures. Methods. Forty-three individuals with chronic stroke (time poststroke, 64.4 ± 58.8 months) underwent a comprehensive motor assessment and MRI scanning. Correlation and multiple …

Estimating Bounds Of Aerodynamic, Mass, And Auxiliary Load Impacts On Autonomous Vehicles: A Powertrain Simulation Approach, Yuche Chen, Ruixiao Sun, Xuanke Wu

Faculty Publications

Vehicle automation requires new onboard sensors, communication equipment, and/or data processing units, and may encourage modifications to existing onboard components (such as the steering wheel). These changes impact the vehicle’s mass, auxiliary load, coefficient of drag, and frontal area, which then change vehicle performance. This paper uses the powertrain simulation model FASTSim to quantify the impact of autonomy-related design changes on a vehicle’s fuel consumption. Levels 0, 2, and 5 autonomous vehicles are modeled for two battery-electric vehicles (2017 Chevrolet Bolt and 2017 Nissan Leaf) and a gasoline powered vehicle (2017 Toyota Corolla). Additionally, a level 5 vehicle is divided …

Estimating Bounds Of Aerodynamic, Mass And Auxiliary Load Impacts On Autonomous Vehicles: A Powertrain Simulation Approach, Yuche Chen, Ruixiao Sun, Xuanke Wu

Faculty Publications

Vehicle automation requires new onboard sensors, communication equipment, and/or data processing units, and may encourage modifications to existing onboard components (such as the steering wheel). These changes impact the vehicle’s mass, auxiliary load, coefficient of drag, and frontal area, which then change vehicle performance. This paper uses the powertrain simulation model FASTSim to quantify the impact of autonomy-related design changes on a vehicle’s fuel consumption. Levels 0, 2, and 5 autonomous vehicles are modeled for two battery-electric vehicles (2017 Chevrolet Bolt and 2017 Nissan Leaf) and a gasoline powered vehicle (2017 Toyota Corolla). Additionally, a level 5 vehicle is divided …

Can We Sustain Sustainability? A Critical Synthesis Of Pertinent Literature, Jay L. Brand, Sally J. Augustin

Faculty Publications

Architects and designers, along with their corporate clients, generally embrace the importance of environmental stewardship, saving the earth’s ecosystem, and sustainable design. However, research is needed to link sustainable design with relevant human behavior (e.g., in corporate offices and educational settings) to ensure its enduring legacy. Regarding changing people’s behavior, the majority of human experience results from unconscious processes, i.e., brain–environment interactions not available to awareness; thus, in general, people cannot articulate the nature of these associations. Using theoretical roots stemming from William James and running through ecological psychology (e.g., James J. Gibson to Roger Barker), Harry Heft has argued …

The Effects Of The Pe Teacher Knowing And Using Student Names In Pe Class: A Qualitative Investigation, David C. Barney, Teresa Leavitt

Faculty Publications

We have each been given a name. With this given name we are known among our families, friends and other associates. Our name becomes an integral part of our identity. A common and important place where a person is addressed by name is in educational school settings, more specifically in a school setting, including in physical education (PE) classes. The physical education setting offers many opportunities for teachers and students to use student names. The purpose of this study was to investigate the use of PE teachers using their student’s given name, along with how it affects students. For this …

Collegiate Student-Athletes' Perceptions Of Patient-Centered Care Delivered By Athletic Trainers, Ansley Smallen Redinger, Zachary K. Winkelmann, Lindsey Eberman

Faculty Publications

Context

The health care core competencies indicate that all medical professionals should provide patient-centered care (PCC), which is defined as care that is respectful and responsive to the patient's values and preferences, during each encounter.

Objective

To identify collegiate student-athletes' definitions of PCC and measure their perceived level of PCC from an athletic trainer (AT).

Design

Cross-sectional study.

Setting

Mixed-methods survey.

Patients or Other Participants

A total of 610 (age = 19 ± 1 year) National Collegiate Athletic Association student-athletes completed the survey.

Main Outcome Measure(s)

The survey consisted of 1 open-ended question that prompted the participant to define PCC …

Language Variation In The Writing Of African American Students: 6 Factors Predicting Reading Achievement, Lisa Fitton Ph.D., Lakeisha Johnson, Carla Wood, Christopher Schatschneider, Sara A. Hart

Faculty Publications

Purpose

This study aims to examine the predictive relation between measures obtained from African American students' written narrative language samples and reading achievement, as measured by standardized academic assessments.

Method

Written language samples were elicited from 207 African American students in Grades 1–8. The samples were examined for morphosyntactic variations from standardized written Generalized American English (GAE). These variations were categorized as either (a) specific to African American English (AAE) or (b) neutral across AAE and standardized written GAE (i.e., considered ungrammatical both in AAE and in standardized written GAE). Structural equation modeling was employed to then examine the predictive …

Impact Of Front-Of-Pack Labels On The Perceived Healthfulness Of A Sweetened Fruit Drink: A Randomised Experiment In Five Countries, Alejandra Jauregui, Christine M. White, Lana Vanderlee, Marissa G. Hall, Alejandra Contreras-Manzano, Claudia Nieto, Gary Sacks, Jim Thrasher Ph.D., Ma, Ms, David Hammond, Simón Barquera

Faculty Publications

Objective: Front-of-pack (FOP) nutrition labelling is a globally recommended strategy to encourage healthier food choices. We evaluated the effect of FOP labels on the perceived healthfulness of a sweetened fruit drink in an international sample of adult consumers.

Design: Six-arm randomised controlled experiment to examine the impact of FOP labels (no label control, Guideline Daily Amounts (GDA), Multiple Traffic Lights, the Health Star Ratings (HSR), Health Warning Labels, and 'High-in' Warning Labels (HIWL)) on the perceived healthfulness of the drink. Linear regression models by country examined healthfulness perceptions on FOP nutrition labels, testing for interactions by demographic characteristics.

Setting: Online …

Cetacean Acousticwelfare In Wild And Managed-Care Settings: Gaps And Opportunities, Paige E. Stevens, Heather Hill, Jason N. Bruck

Faculty Publications

Cetaceans are potentially at risk of poor welfare due to the animals’ natural reliance on sound and the persistent nature of anthropogenic noise, especially in the wild. Industrial, commercial, and recreational human activity has expanded across the seas, resulting in a propagation of sound with varying frequency characteristics. In many countries, current regulations are based on the potential to induce hearing loss; however, a more nuanced approach is needed when shaping regulations, due to other non-hearing loss effects including activation of the stress response, acoustic masking, frequency shifts, alterations in behavior, and decreased foraging. Cetaceans in managedcare settings share the …

Weaponizing En Banc, Neal Devins, Allison Orr Larsen

Faculty Publications

The federal courts of appeals embrace the ideal that judges are committed to rule-of-law norms, collegiality, and judicial independence. Whatever else divides them, these judges generally agree that partisan identity has no place on the bench. Consequently, when a court of appeals sits “en banc,” (i.e., collectively) the party affiliations of the three-judge panel under review should not matter. Starting in the 1980s, however, partisan ideology has grown increasingly important in the selection of federal appellate judges. It thus stands to reason—and several high-profile modern examples illustrate—that today’s en banc review could be used as a weapon by whatever party …

Evaluating The Advantage Of Adaptive Strategies For Quantum Channel Distinguishability, Vishal Katariya, Mark M. Wilde

Faculty Publications

Recently, the resource theory of asymmetric distinguishability for quantum strategies was introduced by Wang et al. [Phys. Rev. Research 1, 033169 (2019)2643-156410.1103/PhysRevResearch.1.033169.]. The fundamental objects in the resource theory are pairs of quantum strategies, which are generalizations of quantum channels that provide a framework to describe an arbitrary quantum interaction. In the present paper we provide semidefinite program characterizations of the one-shot operational quantities in this resource theory. We then apply these semidefinite programs to study the advantage conferred by adaptive strategies in discrimination and distinguishability distillation of generalized amplitude damping channels. We find that there are significant gaps between …

A Reference Genome For The Nectar-Robbing Black-Throated Flowerpiercer (Diglossa Brunneiventris), A E. Hiller, R T. Brumfield, B C. Faircloth

Faculty Publications

Black-throated Flowerpiercers (Diglossa brunneiventris) are one species representing a phenotypically specialized group of tanagers (Thraupidae) that have hooked bills which allow them to feed by stealing nectar from the base of flowers. Members of the genus are widely distributed in montane regions from Mexico to northern Argentina, and previous studies of Diglossa have focused on their systematics, phylogenetics, and interesting natural history. Despite numerous studies of species within the genus, no genome assembly exists to represent these nectivorous tanagers. We described the assembly of a genome sequence representing a museum-vouchered, wild, female D. brunneiventris collected in Peru. By combining Pacific …

Use Of Racial And Ethnic Categories In Medical Testing And Diagnosis: Primum Non Nocere, Jay S. Kaufman, Joanna Merckx, Richard S. Cooper

Faculty Publications

BACKGROUND: Use of race and ethnicity is common in medical tests and procedures, even though these categories are defined by sociological, historical, and political processes, and vary considerably in their definitions over time and place. Because all societies organize themselves around these constructs in some way, they are undeniable facets of the human experience, with myriad health consequences. In the biomedical literature, they are also commonly interpreted as representing biological heterogeneity that is relevant for health and disease. CONTENT: We review the use of race and ethnicity in medical practice, especially in the USA, and provide 2 specific examples to …

Resistance To Aflatoxin Accumulation In Maize Mediated By Host-Induced Silencing Of The Aspergillus Flavus Alkaline Protease (Alk) Gene, Olanike Omolehin, Yenjit Raruang, Dongfang Hu, Zhu Qiang Han, Qijian Wei, Kan Wang, Kanniah Rajasekaran, Jeffrey W. Cary, Zhi Yuan Chen

Faculty Publications

Aspergillus flavus is a fungal pathogen that infects maize and produces aflatoxins. Host-Induced Gene Silencing (HIGS) has been shown to reduce host infection by various fungal pathogens. Here, the A. flavus alkaline protease (alk) gene was targeted for silencing through HIGS. An RNAi vector carrying a portion of the alk gene was incorporated into the B104 maize genome. Four out of eight transformation events containing the alk gene, Alk-3, Alk-4, Alk-7 and Alk-9, were self-pollinated to T4/T6 generations. At T3, the Alk-transgenic lines showed up to 87% reduction in aflatoxin accumulation under laboratory conditions. T4 transgenic Alk-3 and Alk-7 lines, …

Next-Generation Ensemble Projections Reveal Higher Climate Risks For Marine Ecosystems, Derek P. Tittensor, Camilla Novaglio, Cheryl S. Harrison, Ryan F. Heneghan, Nicolas Barrier, Daniele Bianchi, Laurent Bopp, Andrea Bryndum-Buchholz, Gregory L. Britten, Matthias Büchner, William W. L. Cheung, Villy Christensen, Marta Coll, John P. Dunne, Tyler D. Eddy, Jason D. Everett, Jose A. Fernandes-Salvador, Elizabeth A. Fulton, Eric D. Galbraith, Didier Gascuel, Jerome Guiet, Jasmin G. John, Jason S. Link, Heike K. Lotze, Olivier Maury, Kelly Ortega-Cisneros, Juliano Palacios-Abrantes, Colleen M. Petrik, Hubert Du Pontavice, Jonathan Rault, Anthony J. Richardson, Lynne Shannon, Yunne-Jai Shin

Faculty Publications

AbstractProjections of climate change impacts on marine ecosystems have revealed long-term declines in global marine animal biomass and unevenly distributed impacts on fisheries. Here we apply an enhanced suite of global marine ecosystem models from the Fisheries and Marine Ecosystem Model Intercomparison Project (Fish-MIP), forced by new-generation Earth system model outputs from Phase 6 of the Coupled Model Intercomparison Project (CMIP6), to provide insights into how projected climate change will affect future ocean ecosystems. Compared with the previous generation CMIP5-forced Fish-MIP ensemble, the new ensemble ecosystem simulations show a greater decline in mean global ocean animal biomass under both strong-mitigation …

Word-Learning Trajectories Influence Long-Term Recall In Children With Developmental Language Disorder And Typical Development, Justin B. Kueser, Laurence B. Leonard, Patricia Deevy, Eileen Haebig, Jeffrey D. Karpicke

Faculty Publications

Introduction: Children with developmental language disorder (DLD) have difficulties learning words. However, the severity of these difficulties can be reduced through word learning procedures that incorporate repeated spaced retrieval (RSR). Previous studies have shown positive outcomes with RSR but we still know very little about how learning unfolds with this procedure. In this study, we focus on the process of learning under RSR. Methods: We analyze the learning data from children with DLD and with typical development (TD) from three recent studies using RSR. We fit growth curves to the trial-by-trial learning data for immediate and spaced retrieval trials and …

Comparison Of The Diagnostic Evaluation Of Language Variation–Screening Test Risk Subtest To Two Other Screeners For Low-Income Prekindergartners Who Speak African American English And Live In The Urban South, Christy Wynn Moland, Janna B. Oetting

Faculty Publications

Purpose: We compared the Risk subtest of the Diagnostic Evaluation of Language Variation–Screening Test (DELV– Screening Test Risk) with two other screeners when administered to low-income prekindergartners (pre-K) who spoke African American English (AAE) in the urban South. Method: Participants were 73 children (six with a communication disorder and 67 without) enrolled in Head Start or a publicly funded pre-K in an urban Southern city. All children completed the DELV–Screening Test Risk, the Fluharty Preschool Speech and Language Screening Test–Second Edition (FLUHARTY-2), and the Washington and Craig Language Screener (WCLS). Test order was counterbalanced across participants. Results: DELV–Screening Test Risk …

How Work From Home Has Affected The Occupant’S Well-Being In The Residential Built Environment: An International Survey Amid The Covid-19 Pandemic, Zhihong Pang, Burcin Becerik-Gerber, Simi Hoque, Zheng O’Neill, Giulia Pedrielli, Jin Wen, Teresa Wu

Faculty Publications

This paper presents the results from an international survey that investigated the impacts of the built environment on occupant well-being during the corona virus disease 2019 (COVID-19) pandemic when most professionals were forced to work from home (WFH). The survey was comprised of 81 questions focusing on the respondent’s profiles, residences, home indoor environmental quality, health, and home working experiences. A total of 1460 responses were collected from 35 countries, and 1137 of them were considered complete for the analysis. The results suggest that home spatial layout has a significant impact on occupant well-being during WFH since home-life distractions and …

Development Of An Open Hardware 3-D Printed Conveyor Device For Continuous Cryopreservation Of Non-Batched Samples, Yue Liu, Melissa Eskridge, Amy Guitreau, Jacob Beckham, Megan Chesnut, Leticia Torres, Terrence R. Tiersch, William Todd Monroe

Faculty Publications

A great challenge among communities participating in germplasm repository development is to obtain suitable cryopreservation equipment and devices. Commercial programmable freezers are costly and thus unaffordable to many users. Self-made devices have substantial variability, resulting in few opportunities for standardization across communities. The development of open hardware with the increasing accessibility of three-dimensional (3-D) printing offers rapid prototyping and easy fabrication of devices by users around the world at low cost. The present study explored the feasibility of developing operational prototypes of 3-D printed motorized cryopreservation devices for continuous freezing of non-batched samples. A controlled cooling conveyor device (CCCD) was …

Survival Of Western Gulf Coast Mottled Ducks (Anas Fulvigula) In The Path Of A Category 4 Hurricane, Kevin M. Ringelman, Elizabeth S. Bonczek, Joseph R. Marty, Ashley R. Booth, Alexandre L. Dopkin

Faculty Publications

Tropical cyclones are the most powerful storms on earth, causing catastrophic damage to human lives and infrastructure. Hurricanes also cause wildlife mortality when they make landfall, but the severity of these effects is difficult to quantify because data collection is either logistically impossible or deprioritized in the wake of human tragedy. On August 27, 2020, Hurricane Laura made landfall in southwestern Louisiana with maximum sustained winds of 241 kph (150 mph), making it one of the most powerful storms to strike the mainland United States. Hurricane Laura passed directly over the core breeding range of the western Gulf Coast population …

And The Heat Goes On: Police Repression And The Modalities Of Power, Howard Liu, Christopher M. Sullivan

Faculty Publications

Among security institutions, police occupy a unique position. In addition to specializing in the repression of dissent, police monitor society and enforce order. Yet within research studying state repression, how police institutions are used and deployed to control domestic threats remain under-explored, particularly as it relates to the dual functionality just described. In this study, we develop and test an explanation of police repression accounting for the bifurcation of Mann’s two modalities of state power: infrastructural power and despotic power. Infrastructural power allocates police resources to surveil dissidents and preemptively limit dissent’s emergence or escalation. Police deploy despotic power through …

Traffic Collision Avoidance System: False Injection Viability, John Hannah, Robert F. Mills, Richard Dill, Douglas D. Hodson

Faculty Publications

Safety is a simple concept but an abstract task, specifically with aircraft. One critical safety system, the Traffic Collision Avoidance System II (TCAS), protects against mid-air collisions by predicting the course of other aircraft, determining the possibility of collision, and issuing a resolution advisory for avoidance. Previous research to identify vulnerabilities associated with TCAS’s communication processes discovered that a false injection attack presents the most comprehensive risk to veritable trust in TCAS, allowing for a mid-air collision. This research explores the viability of successfully executing a false injection attack against a target aircraft, triggering a resolution advisory. Monetary constraints precluded …