Digital Commons Network^™

Trends Of Autumn Phenology In Response To Environmental And Meteorological Variables, Meagan Renee Maguire

Masters Theses

Previous studies have identified that changes in plant phenology are most likely induced by climate variability. One such change is the end of season (EOS) for deciduous forests in the United States. In essence, the EOS represents the end of plant productivity for a given year; the phase in which plant dormancy is reached. However, our wealth of knowledge on plant phenology largely overlooks the phases that occur in autumn, especially the EOS, with many previous studies focusing on spring phenology. This study uses remote sensing MODIS aerial imagery data and historical meteorological data to analyze any relationships that may …

Factors Affecting Groundwater Nitrate Concentration In Madinah Area, Saudi Arabia, Majed M. Almutairi

Masters Theses

High levels of nitrate in groundwater are a serious problem in Madinah Area, Saudi Arabia. Identifying factors affecting groundwater nitrate contamination is important for managing groundwater quality. This study examined factors that have significant impacts on the high level of groundwater nitrate in Madinah Area. Factors examined included well-depth and land cover. Relationships between variables were explored using three statistical approaches: the Kruskal-Wallis test and two types of regression (ordinary least squares [OLS] and geographically weighted regression [GWR]).

Nitrate concentration data show that 73% of obtained groundwater samples exceeded the United States Environmental Protection Agency (EPA) maximum contaminant level (MCL) …

Assessing The Total Economic Value Of Parks In Kalamazoo County, Samuel Herman Ayivi

Masters Theses

Urban parks and green spaces have become an important part of the urban ecosystems in recent years, and there is growing evidence on the positive relationship between having green spaces and good health. Indeed, access to urban parks is part of the United Nation’s Sustainable Development goals (Goal 11 target 7). In recent years, these parks and green spaces have become a subject of development pressures because of the inability of planners and researchers to clearly articulate the value of these parks. The Total Economic Value Framework (TEVF) situates resources (Parks and green spaces in this case) in the minds …

Assessment Of Industrial Policies In Ghana: A Case Study On The Current Policy Of One District One Factory Policy (1d1f), Ama Nyamekye Obenewa Otoo

Masters Theses

Industrialization has been the weakest link in Ghana’s economic development efforts. Import-substitution industrialization policy of the 1960s-1980s and the outward liberalized industrialization policy of 1990-2020 (Vision 2020), have failed to achieve the goals of industrialization. This is due to several reasons including the selfish interests of these political leaders and lack of technological advancement. In 2017, the elected New Patriotic Party (NPP), announced a new industrialization policy known as “one district, one factory" (1D1F), which was a political campaign promise to realign industrial strategies. The goal of this policy is to ensure that industries are spread equitably among the country's …

Analysis Of Small Lake Water Level Fluctuations By Remote Sensing In Twin Lake, Michigan., Eric Carballido

Masters Theses

Accurate analysis of lake level fluctuations is critical for water resources management. However, it remains a challenge to estimate lake level fluctuations in ungauged small lakes such as East Twin Lake. Located in Twin Lake, Michigan, East Twin Lake has experienced a drastic reduction in water surface area since 2020. To understand the nature of water level fluctuations in East Twin Lake, this study utilized a combination of Landsat and National Agriculture Imagery Program (NAIP) data to make surface water area estimations of East Twin Lake for the period of 1993-2022. In total, 27 years of water surface area estimations …

Remote Sensing Application For Landslide Detection: Monitoring Along Eastern Lake Michigan (Miami Park, Mi), Guzalay Sataer

Dissertations

I assessed the nature and spatial and temporal patterns of deformation over the Miami Park bluffs on the eastern margin of Lake Michigan and investigated the factors controlling its observed deformation. Our approach involved the following steps: (1) extracting bluff deformation rates (velocities along the line of sight of the satellite) using a stack of Sentinel-1A radar imagery in ascending acquisition geometry acquired between 2017 and 2021 and applying the Intermittent Small Baseline Subset (ISBAS) InSAR time series analysis method; (2) generating high-resolution (5 cm) elevation models and orthophotos from temporal unmanned aerial vehicle (UAV) surveys acquired in 2017, 2019, …

The Relationship Between Distance To The Woodward Avenue Streetcar And Real Estate Prices In Central Detroit, Alex Biles

Masters Theses

In recent decades, cities across the United States have pursued streetcars not only for their transportation benefits, but also with the goal of revitalizing downtowns and nearby neighborhoods by stimulating economic development and boosting property values. In Detroit, construction of the Woodward Avenue streetcar, also known as the QLine, was unprecedented due to the outsized involvement of private investors. Although the announcement of the QLine attracted substantial investment, ridership has largely fallen short of projections, and impacts on nearby property values were unclear. The purpose of this study was to estimate the effects of distance to QLine stations on real …

Tropical Cyclone Translation Speeds In The Northern Atlantic Ocean, Marybeth Melcher

Honors Theses

Over the past 40 years, tropical cyclones have caused over $1,076.9B in damage in the United States. The fatalities from tropical cyclones are just as devastating. Hurricane Katrina of 2005 caused over 1,800 deaths; Harvey in 2017 just under 90 deaths; Ike of 2018 took 112 deaths; and horrifically, Maria of 2017 claimed nearly 3,000 lives. The destruction that tropical cyclones have caused is astronomical, and a factor of tropical cyclones that is responsible for this level of destruction is their translation speeds. Tropical cyclone translation speed (TCTS) is the speed at which a hurricane is moving--the duration of time …

The Potential Growth Of Synchronized Skating In The Midwestern Section Of Us Figure Skating, Hanna Marie Fussman

Masters Theses

Synchronized skating, a sport in which eight to twenty skaters perform a program in unison as a team, is the fastest growing yet least known and recognized discipline of figure skating in the United States. Skaters do not have control over whether they are exposed to synchronized skating due to their location not having a team, or due to a coach who has tainted the perception of their students to believe that synchronized skating is not as “worthy” of a discipline, causing them to have little to no interest to take advantage of the exposure and opportunities they may have. …

A Remote Sensing And Machine Learning-Based Approach To Forecast The Onset Of Harmful Algal Bloom (Red Tides), Moein Izadi

Dissertations

In the last few decades, harmful algal blooms (HABs, also known as “red tides”) have become one of the most detrimental natural phenomena all around the world especially in Florida’s coastal areas due to local environmental factors and global warming in a larger scale. Karenia brevis produces toxins that have harmful effects on humans, fisheries, and ecosystems. In this study, I developed and compared the efficiency of state-of-the-art machine learning models (e.g., XGBoost, Random Forest, and Support Vector Machine) in predicting the occurrence of HABs. In the proposed models, the K. brevis abundance is used as the target, and 10 …

Short-Term 2d And 3d Geomorphic Change Detection At A Public Park On Lake Michigan Using Uas Remote Sensing Techniques, Scott Patrick Fitzgerald

Masters Theses

The high-water level of Lake Michigan (LM) in the past few years has led to significant periods of erosion and increased the risk to private property owners on the coast. To cope with this, many property owners on the coast of LM have constructed coastal protections, some opting for seawalls. Previous studies have assessed the effects of seawalls but disagreed on their impacts, and only laboratory studies were able to establish their range of influence. Using a different method to study their effects will be pertinent to understanding them.

This research aims to use a higher temporal and spatial resolution …

Cultivating Meaningful Consultation And Collaboration: Tribal Environmental Protection In Michigan, Zachary Reed

Masters Theses

In the year 2022, there are 12 federally reaffirmed Native American tribes in Michigan. These tribes all maintain natural resource departments to manage tribal environments. Indigenous groups have a rich history of protection and understanding of the natural world. This connection to land and water has been systematically challenged through patterns of colonialism. Through policy making, revitalization efforts and environmental ethics, the State of Michigan has been improved by tribal natural resource departments. But, while the United States and the State of Michigan recognizes tribal sovereignty, meaningful tribal consultation is inadequate. Through collaborative interviews, historical sources, and contemporary evidence, this …

The Relationship Between Eviction, Rent Burden, And Poor Births In Kalamazoo County, Michigan, Joseph Agati

Masters Theses

Millions of Americans get evicted every year, with thousands coming from Kalamazoo County, Michigan alone. Additionally, many more live with rent burden, paying over 30% of their monthly income on rent. Both eviction and rent burden have been linked to adverse health effects, such as depression and anxiety, and negative coping mechanisms, such as alcoholism and smoking. This study asks if eviction and rent burden are correlated with poor births in Kalamazoo County as there are hundreds of poor births in the county every year, as well as which social vulnerability themes are most predictive of eviction and poor births. …

Composite Analysis Of Mendenhall Glacier Interannual Glacial Health Decline, Hailey Marie Cantrell

Masters Theses

Glacial health in Alaska, USA is demonstrating an interannual declining trend. Repetitive years have suffered an imbalance between winter seasonal ice accumulation and summer seasonal ice loss. Increased ice loss has commonly been attributed to warmer Arctic summer temperatures, which contribute to greater calving events and amplified ablation. Study of the unique climatic influences by different variables is ongoing and at the forefront of climate-glacier interaction research.

This study is designed to quantitatively evaluate correlations between changes in Alaskan climatic patterns and an interannual trend of declining glacial health for Mendenhall Glacier by combining analysis of Landsat satellite imagery, teleconnection …

Spatiotemporal Distributions Of Sargassum On Grand Cayman, Graeme Timmeney

Masters Theses

This mixed methods research examines individual perceptions of Sargassum on Grand Cayman’s beaches in 2020 using participant mapping, and semi – structured interviews. Results from the participant mapping are compared to satellite detection of sargassum. Sargassum poses health risks to both humans and the natural environment. Decaying Sargassum produces sulfuric gas and prevents young turtle hatchlings from reaching the ocean. Since 2011, Sargassum has diffused beyond the Sargasso Sea into entirely novel locations, spanning from the west African Coast to the Gulf of Mexico. Increased biomass has proven to be overwhelming for many Caribbean Islands, including Grand Cayman where hundreds …

Strong Women Breaking Ground: Roles Of Women In Agriculture In Michigan, April L. Shirey

Masters Theses

Agriculture in Michigan is changing. While the number of farms and farmers continue to decrease, women are increasingly taking on the role of farmer instead of the “farmer’s wife”. The number of female producers increased from 8,275 to 26,059 where the number of producers in Michigan decreased from 56,014 to 47,641 from 2007 to 2017 (USDA, 2007, 2017). Women are becoming the face of farming in Michigan, yet little research examines the impacts of these shifts. In this research, I conduct semi-structured interviews with female farmers throughout lower Michigan beginning in the summer of 2020 to learn more about these …

Extreme Cold Event Perception And Preparedness Of Western Michigan University Students, Connor J. Landeck

Masters Theses

Preparing for disasters at universities differs throughout the country but taking preventative measures is the first step in reducing loss of life and recovery measures. This research examined differences among undergraduate students regarding perceptions when it comes to extreme cold events at Western Michigan University (WMU). The main focus of the thesis was to determine if there is a lack of awareness and/or preparation measures of extreme cold events. Data were collected online using a specially designed questionnaire through Qualtrics. Survey questions were coded and analyzed using SPSS software using standard univariate descriptive statistics and/or multivariate statistical tests deemed appropriate. …

Gis Based Analysis Of Neighborhood Transit Characteristics: A Case Study Of The Vine In Kalamazoo, Mi, Shealyn Lach

Honors Theses

This paper introduces an evaluative framework to analyze residential neighborhoods and draw conclusions regarding the safety and convenience of public transit options. Transit quality indicators included elevation, service areas, intersection crash statistics, and bus stop infrastructure. Within this research, a case study of Vine Neighborhood in Kalamazoo, MI was used to test the effectiveness of the framework; neighborhood data was retrieved, analyzed, and spatially modeled with ArcGIS Pro, then discussed to draw conclusions. Ultimately, it was determined that while neighborhood residents may be in close physical proximity to a stop, high elevation changes and pedestrian crash rates indicate Metro transit …

A Radar And Model Based Synopsis Of Surface Soil Moisture State As It Relates To Back-Building Thunderstorm Behavior: Northern Great Plains, Skye Leake

Masters Theses

Severe thunderstorm behavior across the Great Plains of North America can result in negative economic impact, put infrastructure at risk, and pose a hazard to the lives of those calling the area home. Substantial research has been conducted throughout the Great Plains on a variety of severe weather conditions such as extreme wind, hail, tornadoes, and flash flooding, however such research is limited in the northern portion of the Great Plains. Some research has been conducted on these severe phenomena produced by thunderstorms in the northern Great Plains; however, little has been done in the realm of training/back-building of storms. …

Monitoring Salt Diapir Related Land Deformation And Distribution: A Geophysical And Remote Sensing Approach Jazan Province, Saudi Arabia, Hannah G. Pankratz

Dissertations

Salt diapirs are rarely preserved on the surface and seldom considered as environmental hazards. The Jazan city diapir (JZD) is located in southwest Saudi Arabia along the Red Sea coastal plain and outcrops in the middle of a rapidly growing port city. The intrusion of the diapir (~ 2 km²) into the overburden sediments continues to cause uneven surfaces, compromises building foundations and infrastructure, caused dissolution sinkholes, and limits the expansion of the city along the coastline. This research aims to better understand the distribution and deformation associated with salt diapirs in arid environments.

Using integrated Interferometric Synthetic …

Atmospheric Turbulence Distortion In Video: Restoration Utilizing Sparse Analysis, Benjamin J. Sanda

Dissertations

The removal of atmospheric turbulence (AT) distortion in long range imaging is one of the most challenging areas of research in imaging processing with an immediate need for solutions in several applications such as in military and transportation systems. AT exacerbates distortion due to non-linear geometric blur and scintillations in long-distance images and videos, severely reducing image quality and information interpretation. AT negatively impacts both human and computer vision systems, compromising visibility essential for accurate object identification and tracking.

In this dissertation, a novel sparse analysis framework is developed to address efficient AT blur and scintillation removal in video. Operating …

Analysis Of Interdunal Wetlands And Ecosystem Dynamics Using Uas And Obia In Ludington State Park, Michigan, Claire Gilbert

Masters Theses

The Great Lakes sand dunes are the world's largest freshwater dune complex. There is a functional relationship between coastal wetlands and freshwater sand dune, referred to as interdunal wetlands. Interdunal wetland systems are highly dynamic and change dramatically seasonally and annually. Using geographic information systems (GIS) and unoccupied aerial systems (UAS), this thesis project is focused on understanding the spatial distribution of sparse and dense vegetation, and abiotic influence such as distance to coast, slope, and aspect influence interdunal wetland stability within a Great Lakes shoreline dune system. Object-based image analysis (OBIA) classification results extracted meaningful vegetation densities of growth …

Essays On Climate Change-Related Extreme Events, Alvin E. Harris

Dissertations

There are increasing and urgent calls for global economies to join in the fight against the impacts of climate change (World Bank, 2020). With reports such as the World Bank (2020) of climate change costing billions of dollars in losses for economies, the purpose of my dissertation is to examine the effects of climate change-related extreme events and their potential economic effects in three areas: agriculture, migration, and the labor market.

My first essay focuses on the factors that influence farmers’ perception of risk and adaptive strategies against the effects of climate change-related extreme events. I examine whether farmers’ social …

Application Of Artificial Intelligence And Geographic Information System For Developing Automated Walkability Score, Md Mehedi Hasan

Dissertations

Walking is considered as one of the major modes of active transportation, which contributes to the livability of cities. It is highly important to ensure walk friendly sidewalks to promote human physical activities along roads. Over the last two decades, different walk scores were estimated in respect to walkability measures by applying different methods and approaches. However, in the era of big data and machine learning revolution, there is still a gap to measure the composite walkability score in an automated way by applying and quantifying the activityfriendliness of walkable streets. In this study, a street-level automated walkability score was …

The Urban Morphology Of Hyderabad, India: A Historical Geographic Analysis, Kevin B. Haynes

Masters Theses

Hyderabad, India has undergone tremendous change over the last three centuries. The study seeks to understand how and why Hyderabad transitioned from a north-south urban morphological directional pattern to east-west during from 1687 to 2019. Satellite-based remote sensing will be used to measure the extent and land classifications of the city throughout the twentieth and twenty-first century using a geographic information science and historical-geographic approach. This approach provides the basis for a structured archival historical-geographic analysis. Focusing on Hyderabad, India from 1687 to 2019, the objectives of this research are to: (1) delineate and quantify the geographic extent of built-up …

Using Historical Maps For Contaminated Site Identification And Prediction, And Environmental Justice Implications: A Case Study In Grand Rapids, Michigan, Dana Heusinkveld

Masters Theses

As the production of synthetic chemicals has grown in the past centuries to increase production, lower costs, and generally make our lives more convenient, detecting and understanding the environmental impacts of these compounds has lagged significantly behind their mass production and wide-spread use. To combat this trend, sources of these contaminants, especially those that have been removed from the landscape, need to be quickly identified to make mitigation and remediation efforts more effective. In this study, historical Sanborn maps are used to extract and digitize historical site/land use in Grand Rapids during the early 1900s through the practical application of …

Crude Oil Spill Response In The Great Lakes Region: Before And After The 2010 Kalamazoo River Enbridge Oil Spill, Marshall Kim

Honors Theses

Pipeline infrastructure is a particularly sensitive and unique energy transport mode. Pipelines carry gas, biofuels and liquid petroleum throughout the United States (U.S. Department of Transportation, 2019). These pipelines stretch beneath sensitive ecological areas, lakes, rivers and streams, and our homes and businesses. According to the Pipeline and Hazardous Materials Safety Administration (PHMSA) (2018), between all of the states in the Great Lakes region (Illinois, Indiana, Michigan, Minnesota, New York, Ohio, Pennsylvania and New York) there is a cumulative 801,718 miles of pipeline. This includes interstate and intrastate, natural gas and petroleum pipelines. 9,556.9 miles of this is the interstate …

Understanding The Resiliency Of The Kalamazoo Mall, Emily Szymanski

Masters Theses

The Kalamazoo Mall is the first pedestrian mall in the United States. Since then the Mall has gone through many changes. The Mall was first created to be a completely pedestrian-friendly space closed off to cars and to help revitalize the downtown after suburban mall competition. However, the Mall did not keep people downtown as expected, resulting in the reintroduction of automobile traffic in two of the four blocks of the Mall. In spite of these changes Although there have been several changes, the Mall still exists today while many pedestrian Malls have closed. This thesis seeks to understand the …

Creating A Distribution Model Of Invasive Rusty Crayfish (Faxonius Rusticus) In Michigan Streams Using Publically Accessible Data, Robert C. Homan

Masters Theses

The purpose of this thesis is to create a predictive model of habitat suitability for the invasive rusty crayfish (Faxonius rusticus) throughout the state of Michigan. F. rusticus often outcompete and extirpate native crayfish species, so understanding their habitats of success is instrumental in monitoring vulnerable ecosystems. Michigan State University and the Michigan DNR conducted extensive field surveys across 461 streams sites from 2014-2016. This project compares this field data set to data from publicly available national datasets with the purpose of revealing the ecosystems most vulnerable to the introduction of F. rusticus. The pattern of F. rusticus …

Agritourism Development In Southwest Michigan: Motivations Of Agritourists And Operators, Esther Akoto Amoako

Masters Theses

National agricultural statistics show that the number of agritourism farms and the proportion of agritourism related revenues in the United States has steadily increased during the last ten years, especially among small family farms. The recent growth in agritourism is both demand - and supply-driven. However, there are limited studies that explore agritourism motivations from both the visitors' and operators’ perspectives. This study examines what the agritourists' and operators’ motivations are and the challenges facing the industry to provide information for those currently involved and those wanting to include agritourism in their operations. Online and in-person surveys and unstructured interviews …