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2024

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Full-Text Articles in Physical Sciences and Mathematics

Coastal And Marine Fish Ecology Lab, Sarah Granard Apr 2024

Coastal And Marine Fish Ecology Lab, Sarah Granard

College of the Environment Internship Reports

This Spring I worked under Sean Grealish and Kathryn Sobocinski in the Coastal and Marine Fish Ecology Lab at Western Washington University collecting invertebrate samples in the Snohomish estuary. The goal of the study is to better understand how invertebrates vary throughout the estuary to aid future restoration projects providing food for salmon where it is scarce. Weekly invertebrate samples were collected from April to June using neuston nets at surface and benthic levels within the channel.


Mt St Helens Pond Phytoplankton Intern, Lillie Cole Tomlinson Apr 2024

Mt St Helens Pond Phytoplankton Intern, Lillie Cole Tomlinson

College of the Environment Internship Reports

No abstract provided.


City Sprouts Farm Internship, Stella Marie Sterk Apr 2024

City Sprouts Farm Internship, Stella Marie Sterk

College of the Environment Internship Reports

Over the course of this internship, I gained not just a deep understanding of the practical skills of regenerative agriculture, the experience also completely transformed my relationship with the land. For the first time in my life, I fully saw and felt and appreciated what it means to honor and steward the land we inhabit, and the gifts that it continually provides us with. Feeling the healing, transformative, and community building power of participating in community farming for myself has made me even more certain of what I want in my future career. I want to study urban planning and …


Amsec Internship, Leo Curtis Apr 2024

Amsec Internship, Leo Curtis

College of the Environment Internship Reports

One of my goals was to learn how to operate instrumentation that I had never used before in the context of environmental research. I learned the basics of how to operate the ICP-MS, and more specifically, began to learn to operate the ICP in a single-cell setting. This included the development of several skills and trainings, which included the basic AMSEC lab safety training. In addition, I had multiple sessions with professor Montaño practicing serial dilutions in preparation for the ICP. I also attended a compressed gas training, through which I learned the proper usage and handling of Argon gas …


Kicking Up Dust On Utah's Off-Road Vehicle Trails: Pi-Swerl Assessment Of Anthropogenic Dust Emissions, Wyatt A. Wiebelhaus Apr 2024

Kicking Up Dust On Utah's Off-Road Vehicle Trails: Pi-Swerl Assessment Of Anthropogenic Dust Emissions, Wyatt A. Wiebelhaus

Honors Thesis

Upward trends in the use of off-highway vehicles (OHV) and the creation of new OHV trails facilitate an increase in soil disturbance and dust emissions in Utah. Anthropogenic destruction of soil crusts and the removal of vegetation by OHVs exposes soil and destroys soil structure, making the soil easier to erode by the wind. We used the PI-SWERL (Portable In Situ Wind Erosion Laboratory) to measure dust concentrations of disturbed and undisturbed soil. We tested soils at several popular OHV areas with landforms composed of sand dunes, playas, and Lake Bonneville sediments. Soil crust strength, grain size, and salinity were …


Methods, Analyses, And Applications Of Multilayer Temporal Link Prediction In Networks, Xie He Apr 2024

Methods, Analyses, And Applications Of Multilayer Temporal Link Prediction In Networks, Xie He

Dartmouth College Ph.D Dissertations

Many applications stem from the possibility of accurately predicting links in various types of networks. In this thesis, we present methods, analyses, and applications for static, temporal, and multilayer networks. The first part of this thesis demonstrates how static network features serve as efficient and accurate predictors for link prediction in temporal networks. It includes an ensemble learning method we developed and presents experimental results on 90 synthetic stochastic block models and 19 real-world datasets. The second part closely follows, showcasing 20 different sampling methods and their effects on nine different link prediction algorithms for 250 real-world networks across 6 …


Impact Of Pulsed Electric Field Treatment On Barley Germination For Malting, Rose Saxton, Caitlin Lahey, Brianna Smith, Emily Hibberd, Joshua Bevan, Cini Baumhoff, Ashley Galant, Jerry Young, Brian Meyer, Owen M. Mcdougal Apr 2024

Impact Of Pulsed Electric Field Treatment On Barley Germination For Malting, Rose Saxton, Caitlin Lahey, Brianna Smith, Emily Hibberd, Joshua Bevan, Cini Baumhoff, Ashley Galant, Jerry Young, Brian Meyer, Owen M. Mcdougal

Chemistry and Biochemistry Faculty Publications and Presentations

The malting process takes one week to steep, germinate, and kiln barley to make malt. Making quality malt is critically important to achieve the desired attributes of the finished beer, and the process is time-intensive and costly. Malt quality is assessed by indicators including β-glucan quantity, α-amylase activity, Free Amino Nitrogen (FAN) content, and overall extract concentration in the finished malt. Here, we report Pulsed Electric Field (PEF) treatment of barley to accelerate malt production. A small-scale trial of 250 g to 1.00 kg barley, was evaluated for germination at two PEF treatment conditions, generically referred to as “low” and …


Effects Of Heterogeneous Data Sets And Time-Lag Measurement Techniques On Cosmological Parameter Constraints From Mg Ii And C Iv Reverberation-Mapped Quasar Data, Shulei Cao, Michal Zajaček, Bożena Czerny, Swayamtrupta Panda, Bharat Ratra Apr 2024

Effects Of Heterogeneous Data Sets And Time-Lag Measurement Techniques On Cosmological Parameter Constraints From Mg Ii And C Iv Reverberation-Mapped Quasar Data, Shulei Cao, Michal Zajaček, Bożena Czerny, Swayamtrupta Panda, Bharat Ratra

Physics Faculty Publications and Presentations

Previously, we demonstrated that Mg II and C IV reverberation-mapped quasars (RM QSOs) are standardizable and that the cosmological parameters inferred using the broad-line region radius–luminosity (R–L) relation are consistent with those determined from better-established cosmological probes. With more data expected from ongoing and future spectroscopic and photometric surveys, it is imperative to examine how new QSO data sets of varied quality, with their own specific luminosity and time-delay distributions, can be best used to determine more restrictive cosmological parameter constraints. In this study, we test the effect of adding 25 OzDES Mg II RM QSOs as well …


A Deep Dive On The Groundbreak Role Of Role Playing Games, Lawton Fong Apr 2024

A Deep Dive On The Groundbreak Role Of Role Playing Games, Lawton Fong

ART 108: Introduction to Games Studies

Role-playing games (RPGs) have revolutionized the gaming industry, fundamentally altering the way we engage with and perceive games. RPGs are defined by their emphasis on narrative-driven gameplay, character development, and immersive worlds. Originating from tabletop games like Dungeons & Dragons (D&D), RPGs have evolved into complex digital experiences that allow players to interact with richly detailed virtual environments and storylines. This genre's growth has been propelled by advances in technology, expanding from simple text-based adventures to fully realized 3D worlds. Overall, role-playing games have significantly influenced the gaming landscape and transformed our perceptions of games as interactive experiences by advancing …


Creating A Sustainabili-Tour, Lily Dubray, Caden Fisher, Allison Gross, Morgan Hrivnak, Emily Kilstrom, Sushant Mukhia, Hannah Nelin, Sam Parrish, Waverly Patterson, Bowen Rand, Caleb Swanson, Wyatt Wiebelhaus Apr 2024

Creating A Sustainabili-Tour, Lily Dubray, Caden Fisher, Allison Gross, Morgan Hrivnak, Emily Kilstrom, Sushant Mukhia, Hannah Nelin, Sam Parrish, Waverly Patterson, Bowen Rand, Caleb Swanson, Wyatt Wiebelhaus

Sustainability & Environment Projects

Executive Summary

The University of South Dakota has taken significant steps to become more sustainable in the last few years. Students, faculty, and administrators have worked together to raise awareness and advance sustainability on campus. Because of these efforts, the University of South Dakota was recently recognized by the Association for the Advancement of Sustainability in Higher Education as a STARS Bronze Institution based on our accomplishments in campus sustainability.

Every year, Dr. Meghann Jarchow teaches the Sustainability Capstone course, leading a class of seniors on a semester-long project aimed at furthering community sustainability by synthesizing student expertise. Throughout …


Shall We Place More Advanced Students In A Separate Class?, Shahnaz Shahbazova, Olga Kosheleva, Vladik Kreinovich Apr 2024

Shall We Place More Advanced Students In A Separate Class?, Shahnaz Shahbazova, Olga Kosheleva, Vladik Kreinovich

Departmental Technical Reports (CS)

In every class, we have students who are more advanced and students who are more behind. From this viewpoint, it seems reasonable to place more advanced students in a separate class. This should help advanced students progress faster, and it should help other students as well, since the teachers in the remaining class can better attend to their needs. However, empirically, this does not work: when we form a separate class, the overall amount of gained knowledge decreases. In this paper, we provide a possible explanation for this seemingly counterintuitive phenomenon.


04-01-2024 Orsp Newsletter, Liz Williamson Apr 2024

04-01-2024 Orsp Newsletter, Liz Williamson

ORSP Newsletter

NSF Conference, Jennifer Baumbaugh, Sustainable Food Packaging research, Export Control Policy Update


Logic Lessons, Elizabeth Skiffington Apr 2024

Logic Lessons, Elizabeth Skiffington

WWU Honors College Senior Projects

This project shows the common core of the disciplines of philosophy and computer science, logic, in the form of an entry-level course both in website and document format. Most consider these two fields of study to be incredibly far apart and unrelated. This course shows that they come from the same origin, and understanding one can give someone the tools to understand the other. The course covers basic logic, the tools to start thinking about complex issues, and common intersections of the two fields.

[A link to the codebase is included in a supplementary file at the end of this …


Sustainable Lab Certification Project Report, Alyssa White, Megan Ellis Apr 2024

Sustainable Lab Certification Project Report, Alyssa White, Megan Ellis

WWU Honors College Senior Projects

This report describes the creation of the new Sustainable Lab Certification program at WWU. Scientific and research labs are known to produce a lot of carbon emissions, and Western's labs are no exception. The Sustainable Lab certification process is open to labs from any department on campus, and includes a self-reporting audit that covers four categories of sustainability. Once labs fill it out, they can receive their certification scoring of Bronze, Silver, Gold or Platinum. We applied for and won a grant to provide participating labs with more sustainable options of different instruments and lab supplies and were able to …


Assessing The Efficacy Of The Washington Ban On Phosphorus Fertilizer, Pilar Deniston Apr 2024

Assessing The Efficacy Of The Washington Ban On Phosphorus Fertilizer, Pilar Deniston

WWU Honors College Senior Projects

Freshwater lakes are essential ecosystems, providing crucial services for humans, plants, and animals. However, eutrophication, a process driven by an excess of nutrients such as phosphorus, poses a significant threat to lake health and water quality. To mitigate excess phosphorus and eutrophication, many states, including Washington, have implemented bans on phosphorus-containing fertilizers. This study evaluates the efficacy of Washington State's 2013 phosphorus-containing fertilizer ban, focusing on 58 lakes in western Washington. This study organized, filtered, and analyzed data from multiple counties' monitoring programs to examine total phosphorus concentrations before and after the ban. Additionally, this study involved a land cover …


Searching For Optimal Protocols On The Xxz Model On The Square Lattice: An Introduction, Grace Ferrell Apr 2024

Searching For Optimal Protocols On The Xxz Model On The Square Lattice: An Introduction, Grace Ferrell

WWU Honors College Senior Projects

This paper offers a brief introduction to optimal protocols for variational quantum algorithms on the XXZ model on the square lattice, aimed at introducing the subfield to undergraduate students interested in theoretical quantum computing, especially those involved in similar research projects. I’ve tried to minimize jargon to make it more accessible to student researchers, but it still requires some math background. By simulating the most efficient ways to reach the ground state, future researchers can find patterns that could shed light on how to run large simulations on quantum computers.


Synthesis Of Ddt-Related Pollutants Tris(4-Chlorophenyl) Methane (Tcpm) And Tris(4-Chlorophenyl)-Methanol (Tcpm-Oh) For Investigations Into Environmental Persistence, Chloe Anderson, Gregory O'Neil Apr 2024

Synthesis Of Ddt-Related Pollutants Tris(4-Chlorophenyl) Methane (Tcpm) And Tris(4-Chlorophenyl)-Methanol (Tcpm-Oh) For Investigations Into Environmental Persistence, Chloe Anderson, Gregory O'Neil

WWU Honors College Senior Projects

This study focuses on the synthesis of radiolabeled tris(4-chlorophenyl) methane (TCPM) and tris(4-chlorophenyl)-methanol (TCPM-OH), compounds identified as environmental contaminants linked to DDT production. Given their persistence and bioaccumulation in marine and terrestrial ecosystems, understanding their environmental fate is critical. This research aims to provide a detailed methodology for the synthesis of carbon-14 labeled TCPM and TCPM-OH to facilitate further studies on their degradation and impact. TCPM-OH was synthesized via two distinct routes. The first method involved esterification of 4-chlorobenzoic acid followed by a double Grignard addition. The second method started with chlorobenzene, which was brominated using gold-catalyzed N-bromosuccinimide (NBS), followed …


Effects Of Experimental Freeze-Thaw And Wet-Dry Weathering Cycles On Fluvial Abrasion Rates, Finn Coffin Apr 2024

Effects Of Experimental Freeze-Thaw And Wet-Dry Weathering Cycles On Fluvial Abrasion Rates, Finn Coffin

WWU Honors College Senior Projects

How do rocks break down as they work their way downstream? This study focuses on weathering and abrasion processes of volcanic mass wasting deposits in rivers of the Pacific Northwest. Implications include a more effective approach to modeling downstream fining as well as increased understanding of potential impacts of sediment pulses on flood risks. I combine methodologies from fluvial abrasion and rock weathering experiments to provide a foundation for further research into weathering mediated abrasion. I subject samples to 20 freeze-thaw (FT) and wet-dry (WD) cycles and compare each weathering process’ effects on fluvial abrasion rates. Both weathering processes weaken …


Accurate Characterization Of Binding Kinetics And Allosteric Mechanisms For The Hsp90 Chaperone Inhibitors Using Ai-Augmented Integrative Biophysical Studies, Chao Xu, Xianglei Zhang, Lianghao Zhao, Gennady M. Verkhivker, Fang Bai Apr 2024

Accurate Characterization Of Binding Kinetics And Allosteric Mechanisms For The Hsp90 Chaperone Inhibitors Using Ai-Augmented Integrative Biophysical Studies, Chao Xu, Xianglei Zhang, Lianghao Zhao, Gennady M. Verkhivker, Fang Bai

Mathematics, Physics, and Computer Science Faculty Articles and Research

The binding kinetics of drugs to their targets are gradually being recognized as a crucial indicator of the efficacy of drugs in vivo, leading to the development of various computational methods for predicting the binding kinetics in recent years. However, compared with the prediction of binding affinity, the underlying structure and dynamic determinants of binding kinetics are more complicated. Efficient and accurate methods for predicting binding kinetics are still lacking. In this study, quantitative structure–kinetics relationship (QSKR) models were developed using 132 inhibitors targeting the ATP binding domain of heat shock protein 90α (HSP90α) to predict the dissociation rate …


A New Canvas Of Learning: Enhancing Formal Analysis Skills In Ap Art History Through Ai-Generated Islamic Art, Krista Carpino, James Hutson Apr 2024

A New Canvas Of Learning: Enhancing Formal Analysis Skills In Ap Art History Through Ai-Generated Islamic Art, Krista Carpino, James Hutson

Faculty Scholarship

This study explores the use of AI art generators to enhance formal analysis skills in AP Art History students, with a focus on Islamic Art and Architecture. Students, often entering the course with high academic achievements, find the unique challenge of articulating detailed visual descriptions of artworks. The study’s approach involves using AI image-generation websites, like wepik.com, where students create AI images resembling Islamic artworks studied in class. This method aims to refine their descriptive skills, focusing on visual evidence rather than relying on identifying details. The choice of Islamic Art, markedly different from other historical periods covered in the …


Uni Science Education Update Conference, Save The Date Flier, Spring 2024, University Of Northern Iowa. Science Education Program. Apr 2024

Uni Science Education Update Conference, Save The Date Flier, Spring 2024, University Of Northern Iowa. Science Education Program.

Science Education Update Conference Documents

Announcement for the 2024 Science Education Update Conference.


On Adaptivity And Randomness For Streaming Algorithms, Manuel Stoeckl Apr 2024

On Adaptivity And Randomness For Streaming Algorithms, Manuel Stoeckl

Dartmouth College Ph.D Dissertations

A streaming algorithm has a limited amount of memory and reads a long sequence (data stream) of input elements, one by one, and computes an output depending on the input. Such algorithms may be used in an online fashion, producing a sequence of intermediate outputs corresponding to the prefixes of the data stream. Adversarially robust streaming algorithms are required to give correct outputs with a desired probability even when the data stream is adaptively generated by an adversary that can see all intermediate outputs of the algorithm. This thesis binds together research on a variety of problems related to the …


Structure, Dynamics, And Redox Reactivity Of An All-Purpose Flavodoxin, Sharique Khan, Ahmadullah Ansari, Monica Brachi, Debarati Das, Wassim El Housseini, Shelley Minteer, Anne Frances Miller Apr 2024

Structure, Dynamics, And Redox Reactivity Of An All-Purpose Flavodoxin, Sharique Khan, Ahmadullah Ansari, Monica Brachi, Debarati Das, Wassim El Housseini, Shelley Minteer, Anne Frances Miller

Chemistry Faculty Research & Creative Works

The Flavodoxin Of Rhodopseudomonas Palustris CGA009 (Rp9Fld) Supplies Highly Reducing Equivalents To Crucial Enzymes Such As Hydrogenase, Especially When The Organism Is Iron-Restricted. By Acquiring Those Electrons From Photodriven Electron Flow Via The Bifurcating Electron Transfer Flavoprotein, Rp9Fld Provides Solar Power To Vital Metabolic Processes. To Understand Rp9Fld's Ability To Work With Diverse Partners, We Solved Its Crystal Structure. We Observed The Canonical Flavodoxin (Fld) Fold And Features Common To Other Long-Chain Flds But Not All The Surface Loops Thought To Recognize Partner Proteins. Moreover, Some Of The Loops Display Alternative Structures And Dynamics. To Advance Studies Of Protein–protein Associations …


Convolutional Spiking Neural Networks For Intent Detection Based On Anticipatory Brain Potentials Using Electroencephalogram, Nathan Lutes, V. Sriram Siddhardh Nadendla, K. Krishnamurthy Apr 2024

Convolutional Spiking Neural Networks For Intent Detection Based On Anticipatory Brain Potentials Using Electroencephalogram, Nathan Lutes, V. Sriram Siddhardh Nadendla, K. Krishnamurthy

Computer Science Faculty Research & Creative Works

Spiking neural networks (SNNs) are receiving increased attention because they mimic synaptic connections in biological systems and produce spike trains, which can be approximated by binary values for computational efficiency. Recently, the addition of convolutional layers to combine the feature extraction power of convolutional networks with the computational efficiency of SNNs has been introduced. This paper studies the feasibility of using a convolutional spiking neural network (CSNN) to detect anticipatory slow cortical potentials (SCPs) related to braking intention in human participants using an electroencephalogram (EEG). Data was collected during an experiment wherein participants operated a remote-controlled vehicle on a testbed …


Physical And Chemical Methods To Assess Performance Of Tpo-Modified Asphalt Binder, Rebecca M. Herndon, Jay Balasubramanian, Klaus Woelk, Magdy Abdelrahman Apr 2024

Physical And Chemical Methods To Assess Performance Of Tpo-Modified Asphalt Binder, Rebecca M. Herndon, Jay Balasubramanian, Klaus Woelk, Magdy Abdelrahman

Chemistry Faculty Research & Creative Works

The Demand for Effective Asphalt Additives is Growing as Road Infrastructure Ages and More Sustainable Pavement Solutions Are Needed. Tire Pyrolysis Oil (TPO) is an Example Material that Has Been Gaining Attention as a Potential Asphalt Additive. While Physical Performance Grade (PG) Temperatures Are the Predominant Performance Requirements for Asphalt Binders, Chemical Properties Are Also Significant in the Evaluation of Asphalt Performance. There is a Need to Chemically Characterize the Aging of Asphalt Binders Modified with TPO and Link Chemical Changes in Binder Components to Binder Performance. This Study Compares 2%, 4%, and 8% TPO and Asphalt Binder Blends Via …


Unearthing The Past: A Comprehensive Study Of Natural And Anthropogenic Changes At An Archaeological Site Through Hydrogeologic Connectivity Utilizing Gis, Mehlich Ii Phosphorus Extractant, And Ph, Dana L. F. Herren Apr 2024

Unearthing The Past: A Comprehensive Study Of Natural And Anthropogenic Changes At An Archaeological Site Through Hydrogeologic Connectivity Utilizing Gis, Mehlich Ii Phosphorus Extractant, And Ph, Dana L. F. Herren

Theses

This thesis aims to thoroughly analyze the Mehlich II Phosphorus Extractant and pH levels at the Bains Gap Village Site in Anniston, AL., while examining the impact of various environmental factors and human activities on them. Phosphorus is often used in archaeology as an indicator of human activity. Soil core samples were collected to analyze anomalies in phosphorus levels.

To establish any relationships, phosphorus and pH levels from soil cores were correlated with findings from past excavation units and features. The potential effects of hydrogeologic connectivity on soil phosphorus and pH levels were investigated. Geospatial technologies were used to manage …


Variable-Order Fractional Laplacian And Its Accurate And Efficient Computations With Meshfree Methods, Yixuan Wu, Yanzhi Zhang Apr 2024

Variable-Order Fractional Laplacian And Its Accurate And Efficient Computations With Meshfree Methods, Yixuan Wu, Yanzhi Zhang

Mathematics and Statistics Faculty Research & Creative Works

The variable-order fractional Laplacian plays an important role in the study of heterogeneous systems. In this paper, we propose the first numerical methods for the variable-order Laplacian (-Δ) α (x) / 2 with 0 < α (x) ≤ 2, which will also be referred as the variable-order fractional Laplacian if α(x) is strictly less than 2. We present a class of hypergeometric functions whose variable-order Laplacian can be analytically expressed. Building on these analytical results, we design the meshfree methods based on globally supported radial basis functions (RBFs), including Gaussian, generalized inverse multiquadric, and Bessel-type RBFs, to approximate the variable-order Laplacian (-Δ) α (x) / 2. Our meshfree methods integrate the advantages of both pseudo-differential and hypersingular integral forms of the variable-order fractional Laplacian, and thus avoid numerically approximating the hypersingular integral. Moreover, our methods are simple and flexible of domain geometry, and their computer implementation remains the same for any dimension d ≥ 1. Compared to finite difference methods, our methods can achieve a desired accuracy with much fewer points. This fact makes our method much attractive for problems involving variable-order fractional Laplacian where the number of points required is a critical cost. We then apply our method to study solution behaviors of variable-order fractional PDEs arising in different fields, including transition of waves between classical and fractional media, and coexistence of anomalous and normal diffusion in both diffusion equation and the Allen–Cahn equation. These results would provide insights for further understanding and applications of variable-order fractional derivatives.


Demographic Consequences Of Off-River Nesting For Piping Plover (Charadrius Melodus) And Interior Least Tern (Sternula Antillarum Athalassos) In The Lower Platte River System, Nebraska, Elsa M. Forsberg Apr 2024

Demographic Consequences Of Off-River Nesting For Piping Plover (Charadrius Melodus) And Interior Least Tern (Sternula Antillarum Athalassos) In The Lower Platte River System, Nebraska, Elsa M. Forsberg

School of Natural Resources: Dissertations, Theses, and Student Research

Piping plovers (Charadrius melodus; hereafter, plovers) and interior least terns (Sternula antillarum athalassos; hereafter, terns) are two avian species that nest along the Lower Platte River system (LPRS) in Nebraska. In the LPRS, river sandbars provide natural nesting habitat, but off-river sites provide substantial nesting habitat especially when sandbar habitat is scarce. Although presumed to be important for the persistence of plovers and terns, off-river habitat is not self-sustaining and predicted to decline. Understanding the vital rates of plovers and terns in the LPRS will inform the role of off- river sites in the future conservation …


Sustainable Living At Imsa, Vignesh Tiruvannamalai, Zuyu Liu Apr 2024

Sustainable Living At Imsa, Vignesh Tiruvannamalai, Zuyu Liu

Goal 4: Intrapersonal Intelligence Narrative

Students will collect any recyclable materials they have discarded to create wing decorations in conjunction with everyone in the wing and learn about sustainability, including statistics and lifestyle guidance.


Beavers, Hydrology, And Wapato: A Baseline For Monitoring Franz Lake National Wildlife Refuge, Justine Casebolt Apr 2024

Beavers, Hydrology, And Wapato: A Baseline For Monitoring Franz Lake National Wildlife Refuge, Justine Casebolt

Environmental Science and Management Professional Master's Project Reports

Located in the lower Columbia River floodplain, Franz Lake National Wildlife Refuge is a unique landscape with a complex land use history. For thousands of years, Indigenous tribes lived on this land. In the early 1990s, U.S. Fish and Wildlife Service acquired the land, after it was identified as a mitigation site following the construction of the Bonneville Lock and Dam. Franz Lake Refuge was once known for its prevalent Wapato (Sagittaria latifolia) population, an emergent plant with edible tubers and an important food source for Indigenous people. With specific growth requirements and hydrologic conditions for germination and …