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Articles 1591 - 1620 of 2180
Full-Text Articles in Civil and Environmental Engineering
Field Tests Of Cement Fly-Ash Steel-Slag Pile Composite Foundation, Bing Zhang, Shuai Cui
Field Tests Of Cement Fly-Ash Steel-Slag Pile Composite Foundation, Bing Zhang, Shuai Cui
Department of Civil, Environmental, and Geospatial Engineering Publications
Steel slag is one of the main waste materials in the steelmaking process. As a result, a tremendous amount of steel slag is produced and deposited into storing yards every year. Recycling of the abandoned steel slag is of great environmental and economic value. This study investigates the usage of steel-slag concrete with fly ash as a kind of composite foundation pile material, which can be applied to multi-pile composition foundations for ground improvement involving different pile types. The micromorphology of the concrete, which uses steel slag as aggregate, is analyzed using scanning electron microscopy (SEM). The bearing characteristics of …
Seasonal Flow Rates Along The Lower Bear River, Ut, Todd Keniry, Dahlia Curiel, Dylan Anderson, Ayman Alafifi, David E. Rosenberg
Seasonal Flow Rates Along The Lower Bear River, Ut, Todd Keniry, Dahlia Curiel, Dylan Anderson, Ayman Alafifi, David E. Rosenberg
Spring Runoff Conference
The goal of this research is to identify how flow on the Bear River in Cache Valley has changed over the last three years and how flow changes seasonally. Identifying flows is important to manage water resources along the Bear River. We collected and processed water pressure data every 30 minutes using HOBO transducers at two sites in Cache Valley (Morton, just downstream of highway 142, and Confluence which is located at the confluence of the Bear and Cub Rivers) south of the Idaho‐Utah border in 2015. We also measured flow and water stage up to three times per year …
Estimating The Probability Of Vegetation To Be Groundwater Dependent Based On The Evaluation Of Tree Models, Isabel C. Pérez Hoyos, Nir Y. Krakauer, Reza Khanbilvardi
Estimating The Probability Of Vegetation To Be Groundwater Dependent Based On The Evaluation Of Tree Models, Isabel C. Pérez Hoyos, Nir Y. Krakauer, Reza Khanbilvardi
Publications and Research
Groundwater Dependent Ecosystems (GDEs) are increasingly threatened by humans’ rising demand for water resources. Consequently, it is imperative to identify the location of GDEs to protect them. This paper develops a methodology to identify the probability of an ecosystem to be groundwater dependent. Probabilities are obtained by modeling the relationship between the known locations of GDEs and factors influencing groundwater dependence, namely water table depth and climatic aridity index. Probabilities are derived for the state of Nevada, USA, using modeled water table depth and aridity index values obtained from the Global Aridity database. The model selected results from the performance …
Decay Of Pressure Fluctuation In The Hyporheic Zone Around A Cylinder, Timothy Calappi, Carol J. Miller
Decay Of Pressure Fluctuation In The Hyporheic Zone Around A Cylinder, Timothy Calappi, Carol J. Miller
Civil and Environmental Engineering Faculty Research Publications
Erosion around a submerged cylinder is a well-studied problem, and is of particular interest in bridge pier scour applications. Particles erode when lift and drag forces overcome a critical threshold. These forces are typically studied from above the water-riverbed interface and are related to geometry and surficial processes. The present study maps hyporheic pressure fluctuations as they are related to surface water velocity fluctuations. Relatively, high-pressure events in the subsurface promote a destabilizing force from within the riverbed and increase the potential for the mobilization of sediment. Differential pressure transducers were fitted within a vertical cylinder in a movable bed …
Assessing The Performance Of A Soy Methyl Ester -Polystyrene Topical Treatment To Extend The Service Life Of Concrete Structures, D'Shawn G. Thomas
Assessing The Performance Of A Soy Methyl Ester -Polystyrene Topical Treatment To Extend The Service Life Of Concrete Structures, D'Shawn G. Thomas
Open Access Theses
Experimental results show that soy methyl ester (SME), a derivative of soy bean oil, along with the incorporation of polystyrene (PS) is a non-toxic, biodegradable and renewable material that can be used effectively as a topical concrete surface treatment. While, concrete sealants and topical surface treatments can be used to extend to durability of concrete structures, it is difficult to predict the durability of concrete structures sealed with a sealant or topical surface treatment. This is due to a lack of necessary model inputs that can be used to address the durability of concrete structures treated with these materials. In …
Potential Of Using High Resolution Bus Gps Data To Assess Traffic Speeds, Nicholas B. Stoll
Potential Of Using High Resolution Bus Gps Data To Assess Traffic Speeds, Nicholas B. Stoll
Civil and Environmental Engineering Master's Project Reports
This research investigates the potential of using archived high resolution bus data to describe traffic speeds on roadways; effectively using buses as probe vehicles. This is not only a simple and inexpensive way for transit agencies to better understand their road networks, but also utilizing buses as probe vehicles provides the potential to understand traffic conditions, to understand potential consequences of changes in road infrastructure, and many aspects of traffic utilizing already archived data. Using speed information derived from high resolution bus GPS data and stationary sensor data, this research examines the accuracy of bus GPS data and also discusses …
Development And Evaluation Of A Watershed-Scale Hybrid Hydrologic Model, Younghyun Cho
Development And Evaluation Of A Watershed-Scale Hybrid Hydrologic Model, Younghyun Cho
Open Access Dissertations
A watershed-scale hybrid hydrologic model (Distributed-Clark), which is a lumped conceptual and distributed feature model, was developed to predict spatially distributed short- and long-term rainfall runoff generation and routing using relatively simple methodologies and state-of-the-art spatial data in a GIS environment. In Distributed-Clark, spatially distributed excess rainfall estimated with the SCS curve number method and a GIS-based set of separated unit hydrographs (spatially distributed unit hydrograph) are utilized to calculate a direct runoff flow hydrograph, and time-varied SCS CN values and conditional unit hydrograph approach for different runoff depth-based flow convolution are also used to compute long-term rainfall-runoff flow hydrographs. …
Environmental Engineering Laboratory Development To Promote Active And Hands-On Learning, Sanjay Tewari
Environmental Engineering Laboratory Development To Promote Active And Hands-On Learning, Sanjay Tewari
Civil, Architectural and Environmental Engineering Faculty Research & Creative Works
This extended abstract details one instructor’s experience in incorporating hands-on laboratory portion in a junior level civil engineering class, Environmental Engineering. The objective of the change was to help students become more involved and aware of their own learning through active participation so that they can relate to course contents in a better way. The author sought to achieve this through a laboratory structure that 1) required students to reflect on certain topics and device a do-it-yourself experiment to measure certain parameters and 2) provided a level of autonomy by allowing them to choose to work alone or in small …
Micro- And Nanoparticulates For Dna Vaccine Delivery, Eric Farris, Deborah M. Brown, Amanda Ramer-Tait, Angela K. Pannier
Micro- And Nanoparticulates For Dna Vaccine Delivery, Eric Farris, Deborah M. Brown, Amanda Ramer-Tait, Angela K. Pannier
Department of Agricultural and Biological Systems Engineering: Faculty Publications
DNA vaccination has emerged as a promising alternative to traditional protein-based vaccines for the induction of protective immune responses. DNA vaccines offer several advantages over traditional vaccines, including increased stability, rapid and inexpensive production, and flexibility to produce vaccines for a wide variety of infectious diseases. However, the immunogenicity of DNA vaccines delivered as naked plasmid DNA is often weak due to degradation of the DNA by nucleases and inefficient delivery to immune cells. Therefore, biomaterial-based delivery systems based on micro- and nanoparticles that encapsulate plasmid DNA represent the most promising strategy for DNA vaccine delivery. Microparticulate delivery systems allow …
Asphalt Pavement Preservation Using Rejuvenating Fog Seals, Ammanuiel A. Kebede
Asphalt Pavement Preservation Using Rejuvenating Fog Seals, Ammanuiel A. Kebede
Open Access Theses
Fog seal is a type of treatment that uses a diluted asphalt emulsion to seal and protect an existing asphalt surface from a variety of distresses. Fog seal is sprayed on top of an asphalt pavement surface to improve and protect it from further cracking and raveling. Rejuvenator is also a type of treatment that penetrates into the asphalt pavement and restores its original viscoelastic properties. Similarly, like fog seal, rejuvenators can be sprayed on top of an asphalt pavement surface. The use of rejuvenators has grown rapidly in the past decade. However, little is known about the actual effectiveness …
Planning For Climate Change: The Need For Mechanistic Systems-Based Approaches To Study Climate Change Impacts On Diarrheal Diseases, Jonathan E. Mellor, Karen Levy, Julie Zimmerman, Mark Elliott, Jamie Bartram, Elizabeth Carlton, Thomas Clasen, Rebecca Dilingham, Joseph Eisenberg, Richard Guerrant, Daniele Lantagne, James Mihelcic, Kara Nelson
Planning For Climate Change: The Need For Mechanistic Systems-Based Approaches To Study Climate Change Impacts On Diarrheal Diseases, Jonathan E. Mellor, Karen Levy, Julie Zimmerman, Mark Elliott, Jamie Bartram, Elizabeth Carlton, Thomas Clasen, Rebecca Dilingham, Joseph Eisenberg, Richard Guerrant, Daniele Lantagne, James Mihelcic, Kara Nelson
Civil and Environmental Engineering Faculty Publications
Increased precipitation and temperature variability as well as extreme events related to climate change are predicted to affect the availability and quality of water globally. Already heavily burdened with diarrheal diseases due to poor access to water, sanitation and hygiene facilities, communities throughout the developing world lack the adaptive capacity to sufficiently respond to the additional adversity caused by climate change. Studies suggest that diarrhea rates are positively correlated with increased temperature, and show a complex relationship with precipitation. Although climate change will likely increase rates of diarrheal diseases on average, there is a poor mechanistic understanding of the underlying …
A Comparison Of American, Norwegian, And Russian Standards In Calculating The Wall Thickness Of Submarine Gas Pipeline, Cindy Dianita, Tatyana Vladimirovna Dmitrieva
A Comparison Of American, Norwegian, And Russian Standards In Calculating The Wall Thickness Of Submarine Gas Pipeline, Cindy Dianita, Tatyana Vladimirovna Dmitrieva
Makara Journal of Technology
One of the key issues in the pipeline design is wall thickness calculation. This paper highlights a comparison of wall thickness calculation methods of submarine gas pipeline based on Norwegian Standard (DNV-OS-F101), Indonesian Standard SNI 3474 which refers to American Standard (ASME B31.8), and Russian Standard (VN39-1.9-005-98). A calculation of wall thickness for a submarine gas pipeline in Indonesia (pressure 12 MPa, external diameter 668 mm) gives the results of 18.2 mm (VN39-1.9-005-98), 16 mm (ASME B31.8), and 13.5 mm (DNV-OS-F101).The design formula of hoop stress due to internal pressure is interpreted in different ways for every standard. Only Norwegian …
Procedural Treatment Options To Address Intermittent Pentachlorophenol Effluent Exceedances At A Former Wood-Treatment Site In Butte, Montana, Travis Dunkle
Graduate Theses & Non-Theses
The Montana Pole and Treating Plant in Butte, Montana treated wood with preservatives, mainly pentachlorophenol (PCP), which had been dissolved in a carrier fluid. Accidents and careless handling spilled large quantities of the fluid on the site, contaminating the vadose zone and groundwater. This site has been undergoing remediation since it was added to the CERCLA National Priorities List in 1987. Pentachlorophenol and dioxin are the contaminants of concern. Remediation technologies have included soil removal and installation of two water recovery trenches that collect groundwater, which is then pumped through a granular activated carbon (GAC) water treatment system. There were …
Application Of Qual2k Model To Macrophyte Rich Silver Bow Creek, Dylan Uecker
Application Of Qual2k Model To Macrophyte Rich Silver Bow Creek, Dylan Uecker
Graduate Theses & Non-Theses
Silver Bow Creek (SBC, Blacktail Creek to Warm Springs Creek) is a small urbanized stream in western Montana (MT) identified as impaired for nitrate, total nitrogen and total phosphorus on the 2014 303(d) list. Enrichment of SBC occurs primarily from a single municipal point source that results in excessive primary production, macrophyte growth, large diel waterquality swings, and nightly hypoxic conditions that likely impair aquatic life uses. The objective of this study is to apply QUAL2K (a surface water-quality model) to a 5.6 km long reach of SBC to predict in-stream dissolved oxygen (DO) concentrations under different nutrient loading scenarios. …
Characterization Of Heavy Metal Removal From Aqueous Solutions Using Natural Fiber Impregnated With Metallic Nanoparticles, Samantha Hutchenson
Characterization Of Heavy Metal Removal From Aqueous Solutions Using Natural Fiber Impregnated With Metallic Nanoparticles, Samantha Hutchenson
Graduate Theses & Non-Theses
Heavy metals are found in varying concentrations in anthropogenically influenced water sources including waste water discharge from mining operations. The heavy metals need to be removed to meet applicable discharge standards and to eliminate potential health effects. There has been substantial research recently in the field of water treatment technologies to produce low-cost materials that have metal-binding capabilities. The goal of this research is to characterize the toxic metal removal capabilities of a novel, low cost water treatment system.
This research uses a natural fiber substrate and incorporates specific nanometallic particles to remove toxic heavy metals from water. Natural fiber …
A Life Cycle Assessment Of A Diesel Generator Set, Kelly Benton
A Life Cycle Assessment Of A Diesel Generator Set, Kelly Benton
Graduate Theses & Non-Theses
Today, nearly every industry needs a continuous power supply, as data loss can be more expensive than the capital expenditure for the backup power equipment. The demand for emergency standby power (ESP) generator sets is on the rise because of increasing industrialization. With increased industrialization comes a societal concern about the issue of natural resource depletion and environmental degradation. In response, manufacturing companies are providing more sustainable solutions in their products and processes. In this work, the life cycle assessment (LCA) methodology has been applied to quantify the energy demands of each life cycle stage of an ESP generator set …
Characterizing Sources Of Nutrient Loading And Heavy Metals And Developing Best Management Practices For Grove Gulch In Butte, Mt, Garrett Craig
Characterizing Sources Of Nutrient Loading And Heavy Metals And Developing Best Management Practices For Grove Gulch In Butte, Mt, Garrett Craig
Graduate Theses & Non-Theses
Silver Bow Creek (SBC) – the headwaters for the Clark Fork River – is impaired for total nitrogen (TN) and total phosphorus (TP), as well as several heavy metals, including arsenic, cadmium, copper, lead, and mercury. Blacktail Creek (BTC) is the main tributary of SBC, with Grove Gulch entering BTC before it discharges into SBC. Grove Gulch flows approximately six miles before entering BTC approximately 75 feet upstream of Lexington Avenue, and the stream drains primarily open, rolling range, a historic metal milling site (Timber Butte zinc mill) and a reclaimed mine waste repository that is now Copper Mountain Recreation …
Traffic Study Using A Video Camera And An Image Processing Software Lessons Learned, Sanjay Tewari, Nazimuddin Wasiuddin, Marissa K. Orr
Traffic Study Using A Video Camera And An Image Processing Software Lessons Learned, Sanjay Tewari, Nazimuddin Wasiuddin, Marissa K. Orr
Civil, Architectural and Environmental Engineering Faculty Research & Creative Works
Highway Engineering I – CVEN332, is a junior-level course in civil engineering that covers primarily traffic engineering and transportation planning. Traffic engineering topics include isolated intersection signal timing design, intersection capacity analysis and freeway capacity analysis. In fall 2015, students collected real life and local field data in two design modules and used a traffic camera compatible with the video processing software in one design module. The objective of this study is to assess if the usage of local, real life field data and introduction of a traffic camera have any impact on increasing learning, increasing feeling of preparedness and …
Model For Coupled Large Strain Consolidation And Solute Transport In Layered Soils, Hefu Pu, Patrick J. Fox
Model For Coupled Large Strain Consolidation And Solute Transport In Layered Soils, Hefu Pu, Patrick J. Fox
Civil, Architectural and Environmental Engineering Faculty Research & Creative Works
A numerical model, called CST3 (Consolidation and Solute Transport 3), is presented for coupled one-dimensional large strain consolidation and solute transport in layered soils. The consolidation algorithm accounts for vertical strain, soil self-weight, general constitutive relationships, relative velocity of fluid and solid phases, changing compressibility and hydraulic conductivity during consolidation, unload/reload, time-dependent loading and boundary conditions, external hydraulic gradient, variable preconsolidation stress profiles, and multiple soil layers with different material properties. The solute transport algorithm accounts for advection, diffusion, mechanical dispersion, linear and nonlinear sorption, equilibrium and nonequilibrium sorption, porosity-dependent effective diffusion coefficient, and first-order decay reactions. CST3 is based …
An Efficient Approach To Reliability-Based Topology Optimization For Continua Under Material Uncertainty, Mehdi Jalalpour, Mazdak Tootkaboni
An Efficient Approach To Reliability-Based Topology Optimization For Continua Under Material Uncertainty, Mehdi Jalalpour, Mazdak Tootkaboni
Civil and Environmental Engineering Faculty Publications
This contribution presents a computationally efficient method for reliability-based topology optimization for continuum domains under material properties uncertainty. Material Young’s modulus is assumed to be lognormally distributed and correlated within the domain. The computational efficiency is achieved through estimating the response statistics with stochastic perturbation of second order, using these statistics to fit an appropriate distribution that follows the empirical distribution of the response, and employing an efficient gradient-based optimizer. Two widely-studied topology optimization problems are examined and the changes in the optimized topology is discussed for various levels of target reliability and correlation strength. Accuracy of the proposed algorithm …
Artificial Neural Networks For Wireless Structural Control, Ghazi Binarandi
Artificial Neural Networks For Wireless Structural Control, Ghazi Binarandi
Open Access Theses
We live in an age when people desire taller buildings and longer bridges. These increasing demands of more flexible structures challenge civil engineers to ensure structural safety in the state where they are more prone to extreme dynamic loading, such as earthquakes. Extensive wiring required in traditional structural control applications may be expensive and inconvenient, especially for large scale structures. To improve the scalability, wireless sensors offer a promising alternative. However, the presence of time delay and data loss in a wireless sensor network can potentially reduce the performance of the control system. Here an artificial neural network is proposed …
Techniques And Technologies For Decontaminating Chemically Contaminated Premise Plumbing Infrastructure, Karen S. Casteloes
Techniques And Technologies For Decontaminating Chemically Contaminated Premise Plumbing Infrastructure, Karen S. Casteloes
Open Access Theses
Recent large-scale drinking water chemical contamination incidents in Canada and the U.S. have affected more than 1,000,000 people. In all cases premise plumbing has become contaminated and disparate plumbing decontamination approaches have been applied. Premise plumbing components include the service line and piping within the building as well as various appurtenances (i.e., tanks, valves, fixtures). The overall research goal was to identify techniques and technologies that can be used for premise plumbing decontamination. To achieve this goal two separate studies were conducted and are presented as two independent thesis chapters.
The study described in Chapter 1 was designed to understand …
Characterization Of A Continuous-Flow Reactor For Solar Uv Water Disinfection, Margaret M. Busse
Characterization Of A Continuous-Flow Reactor For Solar Uv Water Disinfection, Margaret M. Busse
Open Access Theses
Lack of access to safe water is a common problem in many developing countries (UNICEF/WHO, 2011). Fortunately, solar ultraviolet (UV) radiation is abundantly available in many of these same areas, and it has been used to accomplish disinfection of drinking water by processes that involve no electrical power, such as solar water disinfection (SODIS). However, conventional SODIS systems are limited by batch processing and exclusion of UVB radiation, which is the most germicidally-active portion of the UV spectrum (Coohill and Sagripanti, 2008). To address these limitations, a continuous-flow solar UV disinfection system was developed to amplify ambient solar UV radiation, …
Dynamic Green Split Optimization In Intersection Signal Design For Urban Street Network, Peng Jiao
Dynamic Green Split Optimization In Intersection Signal Design For Urban Street Network, Peng Jiao
Open Access Theses
In the past few decades, auto travel demand in the United States has significantly increased, but roadway capacity unfortunately has not expanded as quickly, which has led to severe levels of highway traffic congestion in many areas. In theory, the problem of congestion addressed through demand management and roadway expansion. However, system expansion in urban areas is difficult due to the extremely high cost of land; therefore, maximizing the existing capacity therefore often is considered the most realistic option. In urban areas, most of the traffic congestion and delays typically occur at signalized intersections. This thesis aims to prove the …
Mining Big Data To Create A Tool For Empirical Observation Of Continuous Safety Improvement In A Construction Company - A Progressive Case Study In The Lean Environment, Nicolas J. Michuda
Mining Big Data To Create A Tool For Empirical Observation Of Continuous Safety Improvement In A Construction Company - A Progressive Case Study In The Lean Environment, Nicolas J. Michuda
Open Access Theses
In any iterative process, without a system of measurement, controlled improvement cannot be recorded. This is especially true in the construction industry, where error occurs, often with fatal repercussions. As part of a process to facilitate the establishment of this metric, an entirely new application was created. The goal of this application is to measure the causal factors that lead to incidents, which will allow the user and administration to track the circumstances and types of incidents. This enables the company to focus on these problem areas and improve through training. By analyzing these incident trends over time, the company …
A Framework For Organizational Performance Assessment In The Construction Industry, Zenith Rathore
A Framework For Organizational Performance Assessment In The Construction Industry, Zenith Rathore
Open Access Theses
Organizations have been trying to increase their efficiency and improve their performance in order to achieve their goals. Organizational success is determined by various factors that impact organizational performance. Construction industry is a project based industry which is extremely dynamic in nature. The need to identify the weak points and search solutions to improve performance of construction organization is extremely crucial. Previous research works have primarily focused on the measurement of financial or tangible assets. Industry has always focused on measure of project success. However, previous studies lack the understanding of qualitative factors and their combine effect on organizational performance. …
Failure Pressure And Fatigue Analysis Of The Api 12f Shop Welded, Flat Bottom Tanks, Andres E. Rondon Andueza
Failure Pressure And Fatigue Analysis Of The Api 12f Shop Welded, Flat Bottom Tanks, Andres E. Rondon Andueza
Open Access Theses
This study investigates the failure pressure on the API 12F shop welded steel tanks and performs a fatigue evaluation to estimate the permissible number of pressure cycles for these equipment. Four different analyses were carried out on more than 350 finite element models to determine various failure pressure modes of these storage tanks. An elastic analysis considering potential buckling modes was developed to determine the yielding pressure of the tanks. The redistribution of stresses due to inelastic deformations and plastic collapse were evaluated through an elastic-plastic stress analysis considering the plastic hardening of the material. A wind load analysis was …
Comprehensive Evaluation Of The Effectiveness Of Pedestrian Countdown Signals On Road Users In Michigan, Richard Atta Boateng
Comprehensive Evaluation Of The Effectiveness Of Pedestrian Countdown Signals On Road Users In Michigan, Richard Atta Boateng
Masters Theses
Pedestrian countdown signals (PCSs) are specifically designed to improve pedestrian safety at intersections. Installation of these devices may be with push buttons or without push buttons. Studies have shown that intersections where PCSs with push buttons have been installed have recorded reduction in pedestrian violation as well as reduction in the number of pedestrians trapped in the roadway. Studies have also shown that PCSs may be used by approaching drivers in the same way as other traffic signal anticipation devices such as green signal countdown (GSC). While other signal anticipation devices have been found to benefit drivers, a very limited …
Developing Standard Procedures For Structural Aspects Of Slide-In Bridges In Accelerated Bridge Construction (Abc), Ozan Utku Ridvanoglu
Developing Standard Procedures For Structural Aspects Of Slide-In Bridges In Accelerated Bridge Construction (Abc), Ozan Utku Ridvanoglu
Masters Theses
Slide-in bridge construction (SIBC) is a special method especially used to replace an existing bridge with the minimum duration road closure. In this method, new bridge superstructure is built next to the existing one and it is slid to its final position after demolishing the existing one. Applied implementations of SIBC show that several complications are experienced during bridge slide related with surface interaction. There is a need to evaluate the structural components of SIBC to develop suggestions. In this research, structural components of SIBC were investigated. The research dealt with completed SIBC implementations and numerical modelling of the slide …
Long-Term Effectiveness Of Radar Speed Display Signs In A University Environment, Michael R. Williamson, Ryan N. Fries, Huaguo Zhou
Long-Term Effectiveness Of Radar Speed Display Signs In A University Environment, Michael R. Williamson, Ryan N. Fries, Huaguo Zhou
SIUE Faculty Research, Scholarship, and Creative Activity
Vehicular speeds are of particular interest in areas with a high number of pedestrians due to the fact that 14-percent of all fatal crashes involve pedestrians. This study investigated the effect of a radar speed display sign placed for an extended period of time, at a location frequented by law enforcement on a road segment entering a university campus with a high number of pedestrians and vehicle speed violations. The statistical analysis included a comparison between AM peak, PM peak, and midday speeds collected one year apart. The data suggested that radar speed display signs can remain effective over a …