Digital Commons Network^™

Larval Fish Export In Response To Varying Compensating Gate Discharge At The Sault Rapids, St. Marys River, Signe F.K. Vandrunen

All NMU Master's Theses

The St. Marys River (SMR) forms the border between Michigan, USA and Ontario, Canada connecting lakes Superior and Huron. Discharge is controlled by a compensating gate system upstream of the SMR rapids. Because spring and summer discharge fluctuates widely, resource managers required information on how flow variability influences larval fish drift. I estimated annual larval fish export in relation to variable discharge during 2018-2021 and compared results to published habitat model predictions. Mean discharge and water temperature were lowest in 2021 and highest in 2019. Water warming rates during high discharge differed from low discharge trends. Across years, I identified …

Effects Of Intercropping On Garlic Growth In A Green Roof Setting, Kennedy Warden, Thomas Loose, Max Stone

Science University Research Symposium (SURS)

Growing crops together in the same plot, also known as intercropping, can increase soil nutrient quality and growth patterns for plants of different species. The purpose of this experiment was to determine the effect of intercropping on the growth of garlic planted on a green roof, specifically the question, “does garlic grow better in a mixed group of different species, or better in a primarily single-species group?” We divided a 2-meter plot in half, one half was devoted to garlic only while the second plot was garlic mixed with strawberries and chili peppers. We predicted that the garlic in the …

Embodying The Divine Feminine: Doja Cat’S Use Of Vocal Timbre, Text, And Body In Planet Her To Construct A Feminine Soundscape — Annotated Bibliography, Tommy Dainko

Musicology and Ethnomusicology: Student Scholarship

In 2021 Doja Cat released her album Planet Her, an imagination of a planet where there was no bigotry, and everyone could live in peace. The main theme of her album, however, revolves around femininity and the divine feminine. This paper will examine how Doja Cat constructs these concepts through a variety of ways. This paper will use Black feminist work to position Doja Cat’s work as feminist. Through the use of a variety of ‘feminine’ vocal timbres—both hers and from featured artists on her album—Doja Cat creates a feminine soundscape. Doja cat also embraces femininity and embodies the …

Neutralizing Covid-19 Convalescent Plasma In Adults Hospitalized With Covid-19: A Blinded, Randomized, Placebo-Controlled Trial, Wesley H. Self, Allison P. Wheeler, Thomas G. Stewart, Harry Schrager, Jason Mallada, Christopher B. Thomas, Vince D. Cataldo, Hollis R. O'Neal, Nathan I. Shapiro, Conor Higgins, Adit A. Ginde, Lakshmi Chauhan, Nicholas J. Johnson, Daniel J. Henning, Stuti J. Jaiswal, Manoj J. Mammen, Estelle S. Harris, Sonal R. Pannu, Maryrose Laguio-Vila, Wissam El Atrouni, Marjolein De Wit, Daanish Hoda, Claudia S. Cohn, Carla Mcwilliams, Carl Shanholtz, Alan E. Jones, Simon Mucha, Tina S. Ipe, Xian Qiao, Stephen J. Schrantz, Aarthi Shenoy, Richard D Fremont, Eric J. Brady, Robert H. Carnahan, James D. Chappell, James E. Crowe, Mark R. Denison, Pavlo Gilchuk, Laura J. Stevens, Rachel E. Sutton, Isaac Thomsen, Sandra M. Yoder, Amanda J. Bistran-Hall, Jonathan D. Casey, Christopher J. Lindsell, Li Wang, Jill M. Pulley, Jillian P. Rhoads, Gordon R. Bernard, Todd W. Rice, Jay S. Raval

Pathology Research and Scholarship

BACKGROUND: Convalescent plasma has been one of the most common treatments for COVID-19, but most clinical trial data to date have not supported its efficacy.

RESEARCH QUESTION: Is rigorously selected COVID-19 convalescent plasma with neutralizing anti-SARS-CoV-2 antibodies an efficacious treatment for adults hospitalized with COVID-19?

STUDY DESIGN AND METHODS: This was a multicenter, blinded, placebo-controlled randomized clinical trial among adults hospitalized with SARS-CoV-2 infection and acute respiratory symptoms for < 14 days. Enrolled patients were randomly assigned to receive one unit of COVID-19 convalescent plasma (n = 487) or placebo (n = 473). The primary outcome was clinical status (disease severity) 14 days following study infusion measured with a seven-category ordinal scale ranging from discharged from the hospital with resumption of normal activities (lowest score) to death (highest score). The primary outcome was analyzed with a multivariable ordinal regression model, with an adjusted odds ratio (aOR) < 1.0 indicating more favorable outcomes with convalescent plasma than with placebo. In secondary analyses, trial participants were stratified according to the presence of endogenous anti-SARS-CoV-2 antibodies ("serostatus") at randomization. The trial included 13 secondary efficacy outcomes, including 28-day mortality.

RESULTS: Among 974 randomized patients, 960 were included in the primary analysis. Clinical status on the ordinal outcome scale at 14 days did not differ between the convalescent plasma and placebo …

In-School Adolescents’ Loneliness, Social Support, And Suicidal Ideation In Sub-Saharan Africa: Leveraging Global School Health Data To Advance Mental Health Focus In The Region, Richard Gyan Aboagye, Bright Opoku Ahinkorah, Abdul-Aziz Seidu, Joshua Okyere, James Boadu Frimpong, Manasi Kumar

Brain and Mind Institute

Introduction: Adolescent and youth mental health problems are increasingly becoming an area of concern in global health. Young people in sub-Saharan Africa experience significant adversities and systemic challenges despite technological advancements and demographic transition that the region is experiencing. We examined the nexus between experiences of loneliness, low social support, and presence of suicidal ideation among in-school adolescents in sub-Saharan Africa.

Method: A total of 19,119 in-school adolescents from eight countries in sub-Saharan Africa were included in this study. Suicidal ideation was the main outcome variable and loneliness, and social support were the explanatory variables. Percentages were used to summarise …

2022-2023 Spring Bulletin, University Of Mississippi Medical Center

Bulletins/Catalogs

2022-2023 Spring Bulletin

Racial Disparities In Patients With Stage Iiic Endometrial Cancer, T. Patrich, Y. Wang, Mohamed A. Elshaikh, S. Zhu, S. Damast, J. Y. Li, E. C. Fields, S. Beriwal, A. Keller, E. A. Kidd, M. Usoz, S. Jolly, E. Jaworski, E. W. Leung, E. Donovan, N. K. Taunk, J. P. Chino, A. L. Russo, J. S. Lea, L. J. Lee, K. Albuquerque, L. Hathout

Radiation Oncology Meeting Abstracts

Purpose/Objective(s): To report the impact of race on clinical outcomes in patients with stage IIIC endometrial carcinoma (EC).

Materials/Methods: A retrospective multi-institutional cohort study was conducted across 13 Northern American academic centers and included patients with stage IIIC endometrial carcinoma (EC) who received both chemotherapy and radiation in an adjuvant setting. Overall survival (OS) and recurrence-free survival (RFS) were calculated by Kaplan-Meier method. Univariable and multivariable analysis were performed by Cox proportional hazard models for RFS/OS. Propensity score matching was used to estimate the effect of race on survival outcomes. Statistical analyses were conducted using statistical software.

Results: A total …

Growth Performance And Activities Of Some Liver Enzymes In Clarias Gariepinus Burchell 1822 Juveniles Cultured In A Water Hyacinth (Eichhornia Crassipes [Mart] Solms-Laubach) Infested Media, Phebian Temitope Odufuwa

Ecology, Evolution, and Behavior

A 12-week exposure study was conducted to evaluate the growth performance and activities of some liver enzymes of African catfish (Clarias gariepinus) juveniles cultured in water hyacinth (Eichhornia crassipes) infested concrete and plastic culture media. 152 fish juveniles were introduced into two large concrete tanks (6.0 m × 5.0 m × 1.2 m) for the outdoor experiment. A tank was infested with E. crassipes plant at a density of 12.30 plants/m², while the other tank, which served as the control, contained no water hyacinth plant. For the laboratory experiment, 50 fish juveniles were stocked in duplicate into five …

A Quantitative Application Of Diffusion Of Innovations For Modeling The Spread Of Conservation Behaviors, Matt Clark, Jeffrey Andrews, Vicken Hillis

Human-Environment Systems Research Center Faculty Publications and Presentations

The study of community-based conservation is challenged by a large number of important variables and nonlinear dynamics. This complexity has made quantitative and comparative analyses notoriously difficult. Here, we argue that analyzing the emergence and persistence of community-based conservation institutions as an emergent phenomenon of individual decision-making can yield important quantitative insights. We first review diffusion of innovations theory (DOI) and the broader field of cultural evolution. We then simulate data on community adoption of a conservation institution, contingent on feedbacks between individual behavior and environmental processes. We demonstrate that fitting these data to differential models of disease transmission, on …

How Collective Childcare Arrangements Are Sustained In Rural China During Socioeconomic Transformation, Xue Jiang

Papers from the International Association for Cross-Cultural Psychology Conferences

The ecological theory of cultural change suggests that socioeconomic development enhances individualism and weakens collectivism. Yet, collectivism in terms of childcare arrangements seems to persist in rapidly transforming China. It is possible that Confucian ideals and rural to urban migration promoted kin-based cooperation and enhanced collectivism. To explore such possibilities, forty-five caregivers of two generations from an ethnic village located in the Southwest of China were invited to share their childcare arrangements, priorities, and histories. Iterative thematic analyses revealed that improved life quality allowed caregivers the time and resources to attend to children’s personal well-being, whilst socioeconomic potentials and limitations …

News Media Presentation Of Basic Education Teachers During The Covid-19 Pandemic: A Content Analysis Of The Daily Monitor And The New Vision In Uganda, Andrew Arinaitwe

Master of Arts in Digital Journalism

The studies in Uganda on the coverage of basic education teachers in the press are very few and this research went a long way to bridge the gap and to paint a picture of the nature of the coverage of education issues during the COVID-19 pandemic. The objectives of this research were to examine how teacher coverage in the Daily Monitor and the New Vision related with the frames and themes, identify the teacher frames and examine the major themes published. The theoretical framework included the framing theory and the agenda setting theory. The researcher used mixed methods research approach. …

Pattern Selection In The Schnakenberg Equations: From Normal To Anomalous Diffusion, Hatim K. Khudhair, Yanzhi Zhang, Nobuyuki Fukawa

Mathematics and Statistics Faculty Research & Creative Works

Pattern formation in the classical and fractional Schnakenberg equations is studied to understand the nonlocal effects of anomalous diffusion. Starting with linear stability analysis, we find that if the activator and inhibitor have the same diffusion power, the Turing instability space depends only on the ratio of diffusion coefficients (Formula presented.). However, smaller diffusive powers might introduce larger unstable wave numbers with wider band, implying that the patterns may be more chaotic in the fractional cases. We then apply a weakly nonlinear analysis to predict the parameter regimes for spot, stripe, and mixed patterns in the Turing space. Our numerical …

Planetary Caves: A Solar System View Of Processes And Products, J. Judson Wynne, John E. Mylroie, Timothy N. Titus, Michael J. Malaska, Debra L. Buczkowski, Peter B. Buhler, Paul K. Byrne, Glen E. Cushing, Ashley Gerard Davies, Amos Frumkin, Candice Hansen‐Koharcheck, Victoria Hiatt, Jason D. Hofgartner, Trudi Hoogenboom, Ulyana Horodyskyj, Kynan Hughson, Laura Kerber, Margaret Landis, Erin J. Leonard, Elodie Lesage, Alice Lucchetti, Matteo Massironi, Karl L. Mitchell, Luca Penasa, Cynthia B. Phillips, Riccardo Pozzobon, Jani Radebaugh, Francesco Sauro, Robert V. Wagner, Thomas R. Watters

KIP Articles

We provide the first solar system wide compendium of speleogenic processes and products. An examination of 15 solar system bodies revealed that six cave‐forming processes occur beyond Earth including volcanic (cryo and magmatic), fracturing (tectonic and impact melt), dissolution, sublimation, suffusion, and landslides. Although no caves (i.e., confirmed entrances with associated linear passages) have been confirmed, 3,545 SAPs (subsurface access points) have been identified on 11 planetary bodies and the potential for speleogenic processes (and thus SAPs) was observed on an additional four planetary bodies. The bulk of our knowledge on extraterrestrial SAPs is based on global databases for the …

The Use Of Breast Cup Immobilization In Radiation Therapy And Patient Reported Outcomes On Cosmesis And Pain, Daniel Chapman, Andrea N. Matsumoto, H. Yin, K. Griffith, M. Mietzel, Eleanor Walker

Radiation Oncology Meeting Abstracts

Purpose/Objective(s): Breast cosmesis and pain are among the most reported outcomes in patients undergoing breast irradiation. There is variability in the degree of adverse reactions based on different patient specific characteristics. It has been found that women with large body habitus, African American race, and larger breast size tend to have an increased chance of experiencing worse toxicity from treatment. Attempts to improve cosmesis and pain have been highly explored. We explore here whether the use of a breast cup for treatment leads to worse cosmesis and pain when compared to those treated without a breast cup. This is an …

Rising From The Flames: How Researching Burnout Impacted Two Academic Librarians, Robert Griggs-Taylor, Jessica Lee

Georgia Library Quarterly

In 2021, four tenure-track academic librarians surveyed academic library workers who are parents to gauge how parenting affects symptoms of burnout. The COVID-19 pandemic caused an explosion of burnout related literature resulting in an oversaturation of the word in today’s society; however, the authors remain deeply impacted by their research. In this paper, two of those four librarians reflect on the effect that the survey on burnout had on their approaches to management, work, and personal life. Societal pressures to ‘return to normal’ has not alleviated burnout, instead these pressures caused these librarians to reframe their views around what library …

Environmental Pollutants And Adverse Health: An Environmental Health Perspective On Living Conditions In Rubbertown, Kentucky, Elizabeth Carter

Honors Theses

Rubbertown, located in west-end downtown Louisville stretching along the Ohio River started producing synthetic rubber during World War II in the 1940s has since evolved into a span of 19 facilities, with the majority of which being chemical plants. The population surrounding Rubbertown has expanded with the adjacent neighborhoods housing approximately 5,000 people, and has been projected to continue to gain population. Those living near Rubbertown are prone to a variety of environmental factors due to the large emittance of products, ranging from oil products, calcium carbide, plastics, paint products, polymers, rubbers, and many more. These volatile compounds can be …

Defective Thyroglobulin: Cell Biology Of Disease, Xiaohan Zhang, Crystal Young, Yoshiaki Morishita, Kookjoo Kim, Omer O. Kabil, Oliver B. Clarke, Bruno Di Jeso, Peter Arvan

Faculty Scholarship

The primary functional units of the thyroid gland are follicles of various sizes comprised of a monolayer of epithelial cells (thyrocytes) surrounding an apical extracellular cavity known as the follicle lumen. In the normal thyroid gland, the follicle lumen is filled with secreted protein (referred to as colloid), comprised nearly exclusively of thyroglobulin with a half-life ranging from days to weeks. At the cellular boundary of the follicle lumen, secreted thyroglobulin becomes iodinated, resulting from the coordinated activities of enzymes localized to the thyrocyte apical plasma membrane. Thyroglobulin appearance in evolution is essentially synchronous with the appearance of the follicular …

Evaluating Acid-Aluminum Stress In Streams Of The Northeastern U.S. At Watershed, Fish Community And Physiological Scales, Benjamin J. Zdasiuk, Celia Y. Chen, Stephen D. Mccormick, Keith H. Nislow, Joel Singley, John T. Kelly

Arts & Sciences Faculty Publications

In spite of overall improvements in air and water quality, biological stress from low pH and high concentrations of inorganic aluminum continue to impact fish and fish habitat in northeastern North America, with independent and interactive effects on individuals, populations and communities. Integrative indicators can therefore be useful in monitoring both impact and recovery across multiple scales. Using coupled water chemistry (pH, conductivity, and base cation and inorganic aluminum concentration), geographic (site elevation and watershed area) and biological (fish diversity, fish abundance, gill aluminum concentration and gill physiology) data, we developed an integrated indicator of acid-aluminum stress across the White …

Persistence And Expansion Of Cryptic Endangered Red Wolf Genomic Ancestry Along The American Gulf Coast, Bridgett M. Vonholdt, Kristin E. Brzeski, Matthew L. Aardema, Christopher J. Schell, Linda Y. Rutledge, Steven R. Fain, Amy C. Shutt, Anna Linderholm, William J. Murphy

Department of Biology Faculty Scholarship and Creative Works

Admixture and introgression play a critical role in adaptation and genetic rescue that has only recently gained a deeper appreciation. Here, we explored the geographical and genomic landscape of cryptic ancestry of the endangered red wolf that persists within the genome of a ubiquitous sister taxon, the coyote, all while the red wolf has been extinct in the wild since the early 1980s. We assessed admixture across 120,621 single nucleotiode polymorphism (SNP) loci genotyped in 293 canid genomes. We found support for increased red wolf ancestry along a west-to-east gradient across the southern United States associated with historical admixture in …

College Of Natural Sciences Newsletter, September & October 2022, College Of Natural Sciences

College of Natural Sciences Newsletters and Reports

Volume 3, Issue 6

Page 1 Dean's Message
Page 2 Awards & Recognition
Page 3 Midwest Regional ACS Meeting
Page 4 North Central ASM Meeting
Page 5 Geography Department Travel
Page 6-7 Media Coverage of CNS
Page 7 REMAST Program at SDState receives national spotlight
Page 8 Celebrating the lives of those who touched the College
Page 9 Innovative Learning Spaces
Page 10 Open PRAIRIE Data
Page 11 2022 CNS Scholarship Brunch
Page 12-14 Fall 2022 Outreach Events

Varietal Resistance And Chemical Ecology Of The Rice Stink Bug, Oebalus Pugnax, On Rice, Oryza Sativa, Santhi Bhavanam, Michael J. Stout

Faculty Publications

The rice stink bug, Oebalus pugnax F. (Hemiptera: Pentatomidae), is a key pest of heading rice in the southern United States. Chemical insecticide application is currently the primary method of control of O. pugnax, warranting an improved management program for this species. The potential other management tactics for O. pugnax include eco-friendly measures such as host-plant resistance, silicon application, and the use of semiochemicals. In this study, the feeding preference and performance of O. puganx on cultivated and non-cultivated rice varieties were examined. Choice tests showed that the rice varieties Cheniere and Kaybonnet were most and least preferred by O. …

Mortality Of The Crapemyrtle Bark Scale (Hemiptera: Eriococcidae) By Commercial Biopesticides Under Greenhouse And Field Conditions, Giovana Matos Franco, Yan Chen, Vinson P. Doyle, Stephen A. Rehner, Rodrigo Diaz

Faculty Publications

The crapemyrtle bark scale (CMBS), Acanthococcus lagerstroemiae, is an important pest of crapemyrtles, Lagerstroemia spp. Biopesticides are frequently used to control soft-bodied insects; however, there is no information on their efficacy against CMBS. The objectives of this study were to test the use of selected biopesticides against CMBS under different seasons, evaluate their pathogenicity to CMBS, and determine optimum temperature for spore germination. Commercial formulations of the fungal biopesticides Isaria fumosorosea PFR97, Beauveria bassiana ANT-03, and the bacterial biopesticides Burkholderia rinojensis A396 and Chromobacterium subtsugae PRAA4-1 T were tested in greenhouse settings and did not have significant treatment effect on …

Lethal Concentration And Sporulation By Contact And Direct Spray Of The Entomopathogenic Fungus Beauveria Bassiana On Different Stages Of Nezara Viridula (Heteroptera: Pentatomidae), Maribel Portilla, Minling Zhang, James Paul Glover, Gadi V.P. Reddy, Chris Johnson

Faculty Publications

The southern green stink bug, Nezara viridula (L.) (Heteroptera: Pentatomidae) is the most significant pest of soybean worldwide. The present study was conducted to compare the effectiveness of a Delta native strain NI8 of Beauveria bassiana by contact and direct spray on nymphs (2nd to 5th instar) and adults of N. viridula. Water control and four concentrations of B. bassiana were used to evaluate the survival, mortality, and molting percentage and to estimate median lethal concentration (LC50), median lethal sporulation (LS50), and resistance ratio (RR50). Direct spray at all concentrations observed the greatest reduction in survival on all life stages. …

Carbon Dioxide Degassing And Lateral Dissolved Carbon Export During The Unprecedented 2019 Mississippi River Mega Flood – Implications For Large River Carbon Transport Under Future Climate, Y. J. Xu, Z. Xu

Faculty Publications

In 2019, the Mississippi River experienced the longest and largest flood that surpassed by far the 1927, 1973, and 2011 mega floods. This unprecedented event provided an unique opportunity to test the hypotheses that summer floods increase not only lateral dissolved carbon transport but also carbon dioxide (CO2) degassing, and that the increase in CO2 outgassing from river surface occurs mainly due to higher terrestrial carbon inputs and warmer temperatures. To test the hypotheses, we conducted intensive river sampling and in-situ measurements on partial pressure of CO2 (pCO2) and other water physical, chemical and biological parameters in 6-day intervals throughout …

Hydrologic Connectivity And Residence Time Affect The Sediment Trapping Efficiency And Dissolved Oxygen Concentrations Of The Atchafalaya River Basin, Daniel E. Kroes, Richard H. Day, Michael D. Kaller, Charles R. Demas, William E. Kelso, Tiffany Pasco, Raynie Harlan, Steven Roberts

Faculty Publications

Little is known about water movement, volume, or residence time (RT), and how those characteristics affect sediment trapping efficiency (TE) and dissolved oxygen concentrations (DO) in the United States' largest remaining bottomland hardwood swamp, the Atchafalaya River Basin. To better understand these dynamics, this study used bathymetry, lidar, and stage records to determine volumes in the Basin's hydrologically distinct water management units (WMUs). Discharge measurements determined flow distribution and RT. Residence time was compared with DO to identify conditions that coincided with DO increases or decreases. Suspended sediment concentrations (SSC) were used to determine TE relative to calculated and measured …

Louisiana Black-Bellied Whistling-Duck Clutch Characteristics In The Presence Of Conspecific And Interspecific Brood Parasitism, Dylan L. Bakner, Katie E. Miranda, Kevin M. Ringelman

Faculty Publications

Black-bellied Whistling-Ducks (Dendrocygna autumnalis; Whistling-Duck) are undergoing a rapid range expansion northward and now breed throughout the Southeastern United States. As a facultative cavity-nesting species, they have the potential to compete with Wood Ducks (Aix sponsa) and Hooded Mergansers (Lophodytes cucullatus) for nest sites. Little is known about Whistling-Duck breeding biology, and estimates of clutch characteristics and rates of conspecific and interspecific brood parasitism (CBP and IBP, respectively) are lacking. We monitored Whistling-Duck nests in Louisiana to describe nesting chronology, clutch size of parasitized and unparasitized (normal) nests, and hatchability (i.e., the portion of eggs that hatched) for clutches of …

Modeling The Sorption Of Ni(Ii) And Zn(Ii) By Mn Oxide–Coated Sand: Equilibrium And Kinetic Approaches, Joshua T. Padilla, H. Magdi Selim, Lewis A. Gaston

Faculty Publications

The behavior of metal cations in oxide-dominated systems is controlled by sorption reactions, which in turn depend on pH. Descriptions of such reactions are of interest for contaminant monitoring or remediation efforts; however, widely used isotherms such as Freundlich or Langmuir neglect the effect of pH and are therefore limited in their applicability. Two pH-dependent isotherms and their kinetic analogs were developed and evaluated regarding their ability to describe equilibrium and time-dependent sorption of Ni and Zn by Mn oxide–coated sand (MOCS). The sorption of Ni and Zn by MOCS at pH 4.0, 5.5, and 7.0 was investigated using batch …

Phytochemical Targeting Of Mitochondria For Breast Cancer Chemoprevention, Therapy, And Sensitization, Elizabeth R.M. Zunica, Christopher L. Axelrod, John P. Kirwan

Division of Basic Science Faculty Publications

Breast cancer is a common and deadly disease that causes tremendous physical, emotional, and financial burden on patients and society. Early-stage breast cancer and less aggressive subtypes have promising prognosis for patients, but in aggressive subtypes, and as cancers progress, treatment options and responses diminish, dramatically decreasing survival. Plants are nutritionally rich and biologically diverse organisms containing thousands of metabolites, some of which have chemopreventive, therapeutic, and sensitizing properties, providing a rich source for drug discovery. In this study we review the current landscape of breast cancer with a central focus on the potential role of phytochemicals for treatment, management, …

Impact Of Biochar, Fertilizers And Cultivation Type On Environmentally Persistent Free Radicals In Agricultural Soil, Edita Baltrėnaitė-Gedienė, Slawomir Lomnicki, Chuqi Guo

Faculty Publications

Environmentally persistent free radicals (EPFRs) have been considered as emerging contaminants due to their detrimental effects on human health. The adverse health impacts are attributed to oxidative stress induced by EPFRs through the formation of reactive oxygen species (ROS). The biochar pyrolysis process entails the thermal decomposition of organic compounds in the biomass, with the carbonization conditions and feedstock type facilitating the formation of EPFRs. When biochar is used to amend soil, these radicals may promote the formation of ROS, and thus influence the transformation of organic and inorganic contaminants in soil and impact the rhizosphere. Agricultural soils are being …

A Bibliometric Analysis Of Machine Learning Econometrics In Asset Pricing, Hector O. Zapata, Supratik Mukhopadhyay

Faculty Publications

Machine learning (ML) is a novel method that has applications in asset pricing and that fits well within the problem of measurement in economics. Unlike econometrics, ML models are not designed for parameter estimation and inference, but similar to econometrics, they address, and may be better suited for, problems of prediction. While some ML methods have been applied in econometrics for decades, their success in prediction has been limited, and examples of this abound in the asset pricing literature. In recent years, the ML literature has advanced new, more efficient, computation methods for regularization, modeling nonlinearity, and improved out-of-sample prediction. …