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Development And Implementation Of Occupational Therapy Group Protocols For Individuals In Recovery For Substance Use Disorder: Considering Social Determinants Of Health And Occupational Areas Of Need, Samantha Jane Windisch Jan 2024

Development And Implementation Of Occupational Therapy Group Protocols For Individuals In Recovery For Substance Use Disorder: Considering Social Determinants Of Health And Occupational Areas Of Need, Samantha Jane Windisch

Graduate Theses, Dissertations, and Problem Reports

Substance use disorders (SUDs) are becoming a more widespread issue globally. According to the National Survey on Drug Use and Health, 19.7 million adults in the U.S. suffered from an SUD in 2017. (SAMSHA, 2018). Recurrent alcohol and/or drug use that results in significant disability, including health issues, and/or a failure to prioritize obligations like employment, school, or family life are characteristics of SUD (SAMHSA, 2022). Research suggests that healthcare providers must integrate cutting-edge and successful treatments for this population to lower the risk of overdose and relapse rates, given the swift global spread of addictive disorders. In the past, …


Driving After Marijuana Use Among Us College Students During The Covid-19 Pandemic, Yuni Tang Jan 2023

Driving After Marijuana Use Among Us College Students During The Covid-19 Pandemic, Yuni Tang

Graduate Theses, Dissertations, and Problem Reports

Introduction: Adolescents and college-aged adults account for a large proportion of the United States population and are susceptible to drugs, including marijuana. Since the late 1960s in the United States, numerous states have legalized marijuana for medical and recreational purposes. These recent policy changes may alter people’s attitudes and behaviors about marijuana use, particularly young adults. The expansion of state-level marijuana legalization may also increase accessibility in younger populations and increase reckless driving behavior associated with marijuana use, including driving after marijuana use. During the COVID-19 pandemic, adolescents and young adults experienced heightened stress and anxiety, which have significantly contributed …


Using Extended Two-Step Floating Catchment Area To Map Children’S Level Of Access To Physical Books In West Virginia, Heather A. Maxey Jan 2023

Using Extended Two-Step Floating Catchment Area To Map Children’S Level Of Access To Physical Books In West Virginia, Heather A. Maxey

Graduate Theses, Dissertations, and Problem Reports

The state of West Virginia lacked a comprehensive, in-depth analysis of the availability of physical books across the state. Access to reading material is vital to a child’s educational development as well as lifelong learning beyond childhood. To guide policy decisions and planning for outreach which addresses reading levels and beyond, I mapped levels of access stemming from socioeconomic barriers, spatial barriers, and an integrated index of both types of barriers. To map spatial access, I utilized a modified Extended Two-Step Floating Catchment Area model, deriving techniques from Hong et al’s 2023 article addressing access for health care in WV. …


Application Of Computational Biophysics Techniques To Characterize Cell Membrane-Associated Events, Kyle Billings Jan 2023

Application Of Computational Biophysics Techniques To Characterize Cell Membrane-Associated Events, Kyle Billings

Graduate Theses, Dissertations, and Problem Reports

Cell membranes are crowded environments which can modulate protein structure-function relationships through interaction with lipids, other proteins, carbohydrate structures and so on. This work focuses the impact of the membrane environment on two varieties of peptides: Microbial rhodopsin proteins, and cyclic peptides.

Life on Earth is dependent on the ability of plants and microbes to harness sunlight for energy production. Their ability to transform light into carbohydrates requires tailor-made machinery, and for a wealth of microorganisms, microbial rhodopsin proteins (MR) are critical for maintaining the concentration gradients used to produce the energy molecule Adenosine triphosphate (ATP). The central retinal molecule …


Long-Term Prescription Opioid Use, Cancer Stage, And Economic Burden Among Older Cancer Survivors With Non-Cancer Chronic Pain Conditions, Rudi Safarudin Jan 2023

Long-Term Prescription Opioid Use, Cancer Stage, And Economic Burden Among Older Cancer Survivors With Non-Cancer Chronic Pain Conditions, Rudi Safarudin

Graduate Theses, Dissertations, and Problem Reports

Opioids are commonly prescribed to treat pain conditions, which are highly prevalent among older adults (≥65 years). Recent evidence shows that opioids may have carcinogenic effects through immunosuppression and free-radical pathways, which could promote cancer growth. Two population-based studies have reported an association of opioid use with incident cancer. Many individuals with non-cancer chronic pain conditions (NCPCs) may use opioids for a long term. However, the association of long-term prescription opioid (LPO) use with cancer stage at diagnosis is still unknown. Furthermore, evidence suggests that individuals with cancer and pre-existing NCPCs may persistently use opioids, even in the absence of …


Exploring The Usage Of Acid Mine Drainage Sludge As A Soil Amendment For Reclaimed Mine Lands, Brady Watters Jan 2023

Exploring The Usage Of Acid Mine Drainage Sludge As A Soil Amendment For Reclaimed Mine Lands, Brady Watters

Graduate Theses, Dissertations, and Problem Reports

Acid mine drainage (AMD) is a form of water pollution generated when water and oxygen come into contact with sulfide minerals, forming metal ions, sulfuric acid, and sulphates in solution. AMD is characterized by its toxic metals content and low pH, both of which are an environmental concern. The treatment of AMD separates the contaminants into a high-water content sludge. This sludge is a pure waste product under current evaluation for alternative uses as well as improvements to storage and treatment processes. This thesis focused on analyzing the potential for AMD sludge to be used in recently reclaimed lands as …


Environmental Controls On The Terrestrial Water Cycle In Forested Mountain Ecosystems., Luis Andrés Guillén Jan 2021

Environmental Controls On The Terrestrial Water Cycle In Forested Mountain Ecosystems., Luis Andrés Guillén

Graduate Theses, Dissertations, and Problem Reports

Water is a key resource to natural ecosystems and human societies alike, and the water cycle is fundamentally linked to the climate and the characteristics of catchments. However, the challenges posed by environmental change makes it imperative to understand how the water cycle is affected by biotic and abiotic factors, in particular, in areas that are crucial sources of water like forested headwater catchments. Therefore, this doctoral dissertation aims to advance the knowledge on the dynamics between climate, vegetation and landscape that determine the water balance of forested mountain ecosystems. This document presents five chapters, an introductory chapter, three standalone …


Understanding Visitor Use At Florida Keys National Marine Sanctuary, Melissa Maria Hurtado Alvarez Jan 2021

Understanding Visitor Use At Florida Keys National Marine Sanctuary, Melissa Maria Hurtado Alvarez

Graduate Theses, Dissertations, and Problem Reports

Effective management and monitoring of visitor recreational use is fundamental in marine protected areas. It is common to hear that tourism and outdoor recreation are often qualified as double-edged activities, making valuable socioeconomic contributions but also causing degradation of the environment. The convergence of social and natural resource research and practices can help managers to create better policies that will maximize human benefits from, and minimize human pressures on, ocean and coastal environments. For this study online surveys were sent via Qualtrics to email addresses obtained from the state of Florida during the summer of 2020. The first paper assessed …


Historic Log Buildings As Archives Of Past Forest Ecology, Kristen K. De Graauw Jan 2019

Historic Log Buildings As Archives Of Past Forest Ecology, Kristen K. De Graauw

Graduate Theses, Dissertations, and Problem Reports

This dissertation is composed of three separate but related manuscripts with the common theme of using historic log buildings from the central Appalachian Mountain region of eastern North America as ecological archives. In Chapter 1, I explore the biases, limitations, and ecological applications of tree-ring data from historic log buildings. European immigrants selected trees from a forested stand based on species, log sizes, and construction locations. Despite this selection bias, ecological information can be gleaned from historic log buildings, which offer a complementary record of past forest ecology and represent a site type that is not often associated with old-growth …


Compound-Specific Isotope Analysis Of Amino Acids In Biological Tissues: Applications In Forensic Entomology, Food Authentication And Soft-Biometrics In Humans, Mayara Patricia Viana De Matos Jan 2019

Compound-Specific Isotope Analysis Of Amino Acids In Biological Tissues: Applications In Forensic Entomology, Food Authentication And Soft-Biometrics In Humans, Mayara Patricia Viana De Matos

Graduate Theses, Dissertations, and Problem Reports

In this work we demonstrate the power of compound-specific isotope analysis (CSIA) to analyze proteinaceous biological materials in three distinct forensic applications, including: 1) linking necrophagous blow flies in different life stages to their primary carrion diet; 2) identifying the harvesting area of oysters for food authentication purposes; and 3) the ability to predict biometric traits about humans from their hair.

In the first application, we measured the amino-acid-level fractionation that occurs at each major life stage of Calliphora vicina (Robineau-Desvoidy) (Diptera: Calliphoridae) blow flies. Adult blow flies oviposited on raw pork muscle, beef muscle, or chicken liver. Larvae, pupae …


Examination And Characterization Of Brook Trout Ecology Before And After A Broad Scale Disturbance Event In Headwater Streams Of West Virginia, Usa, Ross Gilbert Andrew Jan 2018

Examination And Characterization Of Brook Trout Ecology Before And After A Broad Scale Disturbance Event In Headwater Streams Of West Virginia, Usa, Ross Gilbert Andrew

Graduate Theses, Dissertations, and Problem Reports

No abstract provided.


Differentiating Human Populations Based On K-Mer Classification Of Hand Bacteria, Thrisha Doppala Jan 2018

Differentiating Human Populations Based On K-Mer Classification Of Hand Bacteria, Thrisha Doppala

Graduate Theses, Dissertations, and Problem Reports

Bacterial communities found in and on the human body are not only used in studying human health conditions but are also effective in differentiating individuals due to their distinct profiles. Human palm regions harbor relatively more diverse bacterial communities and are indicative of population groups, life styles, geographic locations, age groups and health conditions. Sequences extracted from hypervariable region V3 of the 16S rRNA bacterial gene of hand bacterial samples from 9 different population groups were classified into Operational Taxonomic Units (OTU) with GreenGenes reference taxonomy using RDP (Ribosomal Database Project) classifier. Frequencies of identified OTUs were used to study …


Towards A Better Understanding Of Paleoindian Native American Settlement In Southern Ohio: A Multi-Scalar Approach, Matthew P Purtill Jan 2018

Towards A Better Understanding Of Paleoindian Native American Settlement In Southern Ohio: A Multi-Scalar Approach, Matthew P Purtill

Graduate Theses, Dissertations, and Problem Reports

No abstract provided.


Behavior Of Stiff-Tailed Diving Ducks And West Indian Whistling Ducks In Laguna Cartagena National Wildlife Refuge, Puerto Rico, Nick S. Goodman Jan 2018

Behavior Of Stiff-Tailed Diving Ducks And West Indian Whistling Ducks In Laguna Cartagena National Wildlife Refuge, Puerto Rico, Nick S. Goodman

Graduate Theses, Dissertations, and Problem Reports

Masked ducks (Nomonyx dominicus), migratory northern ruddy ducks (Oxyura jamaicensis jamaicensis), non-migratory West Indian ruddy ducks (Oxyura j. jamaicensis Gmelin), and West Indian whistling-ducks (Dendrocygna arborea) are all duck taxa that have declining populations in Puerto Rico. Masked ducks are listed as endangered in Puerto Rico and are a species of concern in the Caribbean while West Indian whistling ducks are considered an "at-risk" species listed as vulnerable. All 4 taxa of duck have areas of their life history where information is lacking including behavioral information. I studied the 4 taxa of duck at Laguna Cartagena National Wildlife Refuge from …


Explanatory And Causality Analysis In Software Engineering, Yasser Ali Alshehri Jan 2018

Explanatory And Causality Analysis In Software Engineering, Yasser Ali Alshehri

Graduate Theses, Dissertations, and Problem Reports

Software fault proneness and software development efforts are two key areas of software engineering. Improving them will significantly reduce the cost and promote good planning and practice in developing and managing software projects. Traditionally, studies of software fault proneness and software development efforts were focused on analysis and prediction, which can help to answer questions like `when’ and `where’. The focus of this dissertation is on explanatory and causality studies that address questions like `why’ and `how’.

First, we applied a case-control study to explain software fault proneness. We found that Bugfixes (Prerelease bugs), Developers, Code Churn, and Age of …


Space Use And Habitat Associations Of Long-Distance Migratory First-Year Golden Eagles (Aquila Chrysaetos) From Interior Alaska In A Changing Landscape, Mark D. Paulson Jan 2017

Space Use And Habitat Associations Of Long-Distance Migratory First-Year Golden Eagles (Aquila Chrysaetos) From Interior Alaska In A Changing Landscape, Mark D. Paulson

Graduate Theses, Dissertations, and Problem Reports

Understanding a species space use and habitat associations is integral to comprehensive wildlife management. Habitat associations change spatially and temporally and those changes may be especially dramatic for animals that cover long distances throughout their annual cycle. While many studies of habitat associations and space use concentrate on breeding season behavior, studies of migratory connectivity demonstrate how condition of habitats on non-breeding ranges potentially affect key demographic parameters, such as survival, reproduction, and movement in other seasons. This is also important because wildlife habitats, especially land cover, are changing rapidly from both anthropogenic and natural forces in direct and indirect …


The Utility Of Fine-Scale Remote Sensing Data For Modeling Habitat Characteristics And Breeding Bird Species Distributions In An Appalachian Mature Deciduous Forest., James Sheehan Jan 2017

The Utility Of Fine-Scale Remote Sensing Data For Modeling Habitat Characteristics And Breeding Bird Species Distributions In An Appalachian Mature Deciduous Forest., James Sheehan

Graduate Theses, Dissertations, and Problem Reports

In this study, I tested the potential for remote sensing data with a high spatial resolution to model breeding forest bird species and their habitat at a fine spatial scale. The research took place on ridgetops in a large, relatively contiguous Appalachian mature deciduous forest in northwestern WV, USA. The remote sensing data sources were a leaf-on QuickBird satellite image (0.6-m panchromatic and 2.4-m multispectral) and a 3-m digital elevation model (DEM). For the first part of the study, I extracted spectral and textural measures from the satellite image and terrain information from the DEM. I then used these data …


Using A Species Distribution Model And Site-Specific Microclimatic Variables To Model Presence Of Spodic Soil Properties And Relative Occurrence Rate Of Picea Rubens (Red Spruce) To Inform Red Spruce Management, Adrienne Nottingham Jan 2017

Using A Species Distribution Model And Site-Specific Microclimatic Variables To Model Presence Of Spodic Soil Properties And Relative Occurrence Rate Of Picea Rubens (Red Spruce) To Inform Red Spruce Management, Adrienne Nottingham

Graduate Theses, Dissertations, and Problem Reports

Red spruce restoration efforts in the central Appalachians are of interest to land managers because of the reduced current extent and the numerous ecosystem services provided by red spruce forests. These land managers require information regarding the best places to focus restoration efforts. Studies attempting to locate optimal locations for red spruce restoration have been conducted to in the central Appalachians, most of which utilize modeling. In particular, podzolization, a soil formation pathway present under conifer vegetation in the central Appalachians has been used to help select areas for red spruce restoration. The effectiveness of using recent podzolization (as evidenced …


The Dynamics Of Economic Status And Health Among Working-Age Adults In The United States, Abdulkarim Mohammad Meraya Jan 2017

The Dynamics Of Economic Status And Health Among Working-Age Adults In The United States, Abdulkarim Mohammad Meraya

Graduate Theses, Dissertations, and Problem Reports

The relationship between economic status and health has been documented in the previous literature. Economic, sociological and epidemiological studies have indicated that higher economic status is associated with better physical and mental health. While these studies have made significant contributions in this area, a comprehensive evaluation of the relationships between economic indicators and health is still lacking. Most studies focused on a single measure of economic status or health. Further, most studies have focused on one-direction -- economic indicators affecting health; little is known about the effect of health improvement on gain in economic status. Furthermore, only a few studies …


Wildlife In An Anthropogenically-Driven World: How Humans Have Shaped The Distribution, Genetic Composition, And Gene Expression Of North American Forest Hawks (Genus: Accipiter), Meghan K. Jensen Jan 2017

Wildlife In An Anthropogenically-Driven World: How Humans Have Shaped The Distribution, Genetic Composition, And Gene Expression Of North American Forest Hawks (Genus: Accipiter), Meghan K. Jensen

Graduate Theses, Dissertations, and Problem Reports

Humans are causing drastic environmental change on a global scale and this trend strongly influences the evolution of species. It is also becoming clear that tolerances to anthropogenic disturbance varies widely among organisms. Therefore, understanding the mechanisms by which wildlife cope with humans is a pressing question in modern ecology. North America's forest raptors (Genus: Accipiter) are a useful model for investigating the effects of humans on wildlife species. All three Accipiter species experienced historic demographic declines as a result of anthropogenic activities, yet each species has rebounded differently since these declines. One species in particular is now exploiting urban …


A Multiple-Objective Framework For Sustainable Forest Management Under Uncertainty In The U.S. Central Hardwood Region, Wu Ma Jan 2016

A Multiple-Objective Framework For Sustainable Forest Management Under Uncertainty In The U.S. Central Hardwood Region, Wu Ma

Graduate Theses, Dissertations, and Problem Reports

Despite the economic and ecological significance of oak-hickory forests in the Central Hardwood Region (CHR), major challenges are faced by both private and public landowners and policymakers due to the lack of reliable growth and yield models as well as the absence of useful tools for multi-criteria management. Moreover, the effects of climate change and fire disturbance on these forests and their management are largely unknown.;The second chapter of the dissertation is directed towards the study of the community and population structure of CHR forests under climate change and associated changes of fire regimes. The Central Hardwood Region of the …


Migratory Genomics Of Lake Sturgeon, Justine Whitaker Jan 2016

Migratory Genomics Of Lake Sturgeon, Justine Whitaker

Graduate Theses, Dissertations, and Problem Reports

Lake sturgeon are large, freshwater fish and the only species of sturgeon native to the Great Lakes. Their historic range extends from the Hudson Bay, down through the Great Lakes and into the Mississippi River basin. In the early 1900's, sturgeon became a valuable fishery and were soon overfished for both meat and caviar. This, in combination with damming, pollution, and habitat degradation, caused a drastic decline in their population. Some populations were extirpated, while others have been reduced to 1% of their historic population size (Auer, 1996). The St. Clair-Detroit River System (SCDRS) hosts one of the largest lake …


Evaluating And Prioritizing Stream Restoration In Mined Appalachian Watersheds., Eric Mitchell Miller Jan 2015

Evaluating And Prioritizing Stream Restoration In Mined Appalachian Watersheds., Eric Mitchell Miller

Graduate Theses, Dissertations, and Problem Reports

The state of West Virginia requires stream mitigation to offset anthropogenic impacts to streams; consequently there is a high concentration of mitigation projects in the mountaintop mining/valley fill region. Projects are typically outside mine boundaries and sites are selected at the discretion of the West Virginia Department of Environmental Protection. This dissertation evaluated current in-stream, natural channel design (NCD) structures and prioritized future project locations. First, we assessed the Little Coal River, which is one of the largest physical restoration projects in the state. The Little Coal drains 994 km2 with extensive historic and contemporary coal mining. The objectives of …


The Root Of Sustainability: Investigating The Relationship Between Medicinal Plant Conservation And Surface Mining In Appalachia, Jessica B. Turner Jan 2015

The Root Of Sustainability: Investigating The Relationship Between Medicinal Plant Conservation And Surface Mining In Appalachia, Jessica B. Turner

Graduate Theses, Dissertations, and Problem Reports

Since European colonization, Appalachian culture has been based on resource extraction, such as coal mining, timbering, and Non-Timber Forest Product (NTFP) harvest. Surface mining degrades forest habitat for medicinal plants, especially the habitat for the internationally valuable medicinal herb, American ginseng (Panax quinquefolius L.), and the NTFP culture associated with this plant. The relationship between medicinal plant conservation and surface mining must be studied with a non- traditional, multi-faceted approach: culturally, economically, and ecologically. (1) Using community-based participatory surveys, I determined how ginseng harvesters and non- harvesters in West Virginia communities view the relationship between surface mining and ginseng harvest. …


Effects Of Culverts On Brook Trout Genetic Diversity, Darren M. Wood May 2014

Effects Of Culverts On Brook Trout Genetic Diversity, Darren M. Wood

Graduate Theses, Dissertations, and Problem Reports

Brook trout (Salvelinus fontinalis) are a species of concern within their native range due to a historical loss of habitat, overfishing, and stocking of non-native salmonids. Road culverts have been recognized as an additional impediment to population persistence as movement between diverse habitat types has been identified as an alternative life-history strategy to maximize spawning and growth. Brook trout were genetically analyzed using a suite of 13 microsatellite loci above 7 culverts with varying levels of passability classified through a physical protocol. While most sites were not found to have losses in genetic diversity, populations above culverts with a high …


Application Of A Spatially Explicit, Agent-Based Land Use Conversion Model To Assess Water Quality Outcomes Under Buffer Policies, Nazia N. Arbab Jan 2014

Application Of A Spatially Explicit, Agent-Based Land Use Conversion Model To Assess Water Quality Outcomes Under Buffer Policies, Nazia N. Arbab

Graduate Theses, Dissertations, and Problem Reports

Land use changes within watersheds have spatially explicit dynamics and involve decision making by individuals. The role of the spatial dimension of human behavior and its impact on land use change has been analyzed using agent-based modelling approaches. Agent-based land use change has received a significant theoretical attention; however, these models lack empirical implementation and testing due to the lack of spatial modelling tools and data that can capture human land use dynamics.;This research presents a methodology for projecting land use conversions through the implementation of a spatially explicit agent-based simulation model in the Opequon Creek watershed of Berkeley County, …


Geographic Variation Of Song Within And Between Subspecies Of The Mangrove Warbler (Setophaga Petechia Castaneiceps And S. P. Rhizophorae), Taryn Tuncer May 2013

Geographic Variation Of Song Within And Between Subspecies Of The Mangrove Warbler (Setophaga Petechia Castaneiceps And S. P. Rhizophorae), Taryn Tuncer

Graduate Theses, Dissertations, and Problem Reports

Bird song characteristics are unique for each species, but songs are not identical among con-specific individuals and variations may occur at different geographic scales throughout a species distribution. Geographic song variation is common in many species, particularly in Passerines due to their song-learning behavior. Among Wood Warblers (Fam. Paruliade), The Yellow Warbler ( Setophaga petechia) is one of the most widespread and geographically diverse species. It is comprised by three groups of several subspecies which represent a great variety on morphological traits, mainly on plumage coloration. Variations on behavioral traits, such as songs, have also been found in this species. …


Public Land Management Values: A Delphi Study Of Austrian And Pacific Northwest United States Recreation Resource Managers, Jessie Meybin Dec 2012

Public Land Management Values: A Delphi Study Of Austrian And Pacific Northwest United States Recreation Resource Managers, Jessie Meybin

Graduate Theses, Dissertations, and Problem Reports

There is a continuing global increase in recreational visitor use of public land. This rise in visitation can be a good thing if a proactive management plan utilizing strong methodology to anticipate impacts to an area and sustain its natural and social resources is in place. Although a wide spectrum of issues is presented to each management, few of the concepts are new to any of the administrators. With increasing duties, newly emerging concerns, and decreasing time, there is little room or patience for error concerning the implementation of any management derivatives or techniques. If the existing research on all …


Gis Assisted Problem Analysis Of Trail Erosion In Monongahela National Forest, Steven J. Storck Dec 2011

Gis Assisted Problem Analysis Of Trail Erosion In Monongahela National Forest, Steven J. Storck

Graduate Theses, Dissertations, and Problem Reports

This research investigates the frequency and patterns of trail erosion on purposefully selected natural surface trails in Monongahela National Forest. Trail erosion is considered a non-self-limiting process which degrades trail beds making them unattractive, difficult to travel on, and has the potential to impact local streams with the introduction of silt. Recreation ecology research delineates factors which influence the rate of erosion on a trail into three broad categories: recreational use, environmental conditions, and managerial actions. This study tests the relationship of variables from each of these categories to the local patterns of erosion. Three sampling strategies are used to …


Exploration Of Stream Habitat Spatial Modeling; Using Geographically Weighted Regression, Ordinary Least Squares Regression, And Natural Neighbor Interpolation To Model Depth, Flow, And Benthic Substrate In Streams, Kenneth R. Sheehan Dec 2011

Exploration Of Stream Habitat Spatial Modeling; Using Geographically Weighted Regression, Ordinary Least Squares Regression, And Natural Neighbor Interpolation To Model Depth, Flow, And Benthic Substrate In Streams, Kenneth R. Sheehan

Graduate Theses, Dissertations, and Problem Reports

Assessment and modeling of stream habitat are integral to understanding streams and the biota within them. In the past several decades, assessment sophistication of ecologic systems increased due to analysis power afforded by gains in computing capability. Spatial data analysis methodology grew alongside computing power and incorporated spatial qualities of ecological data, thereby providing new insights. New methods like geographically weighted regression (GWR) and more established methods like interpolation are now being used in ecological studies to guide assessments and management decisions. However, their accuracy and utility for analysis of stream habitat data have not been fully explored. To clarify …