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For Us, By Us: A Sensory Ethnographic Study Of Creating Queer Safe Spaces, Chelsea Dawn Liddell Apr 2026

For Us, By Us: A Sensory Ethnographic Study Of Creating Queer Safe Spaces, Chelsea Dawn Liddell

Electronic Theses and Dissertations Archive

This sensory ethnographic study conducted in the summer of 2025 looks at the impact of for us, by us queer spaces on queer young adults working as counselors at a queer youth camp located in a rural Midwestern United States area. Interviews and a researcher journal were used to co-create data with the queer young adult participants and provide sensory information beyond spoken language. Queer theory as presented by Judith Butler (1990, 1993, 2004, 2015) and Sara Ahmed (2006, 2012, 2014, 2017, 2021) is considered throughout, as well as ideas of space and place as conceived by Doreen Massey (1993, …


Targeting Mitochondrial Fitness To Restore Immune Balance In Aging: The Role Of Urolithin A, Rafael Moura Maurmann Apr 2026

Targeting Mitochondrial Fitness To Restore Immune Balance In Aging: The Role Of Urolithin A, Rafael Moura Maurmann

Electronic Theses and Dissertations Archive

Aging drives systemic functional decline and represents the primary risk factor for comorbidities and mortality. Immune dysregulation is central to chronic age-related inflammation, with macrophages acting as key mediators of unresolved tissue damage. This functional compromise coincides with metabolic maladaptations including elevated mitochondrial stress and impaired mitophagy, which exacerbate oxidative stress and inflammatory overstimulation. However, the exact mechanistic links driving these phenotypes remain incompletely understood. Urolithin A (UA) has emerged as a promising strategy to enhance mitochondrial health via mitophagy stimulation, yet its immunoregulatory effects in the context of aging remain unexplored. Objectives: This study aimed to characterize mitochondrial dysfunction …


Explaining The Experiences Of Black Male Graduates With Pell Grants At A Public, Four-Year Historically White Institution In Tennessee, Travis Tyshawn Strattion Apr 2026

Explaining The Experiences Of Black Male Graduates With Pell Grants At A Public, Four-Year Historically White Institution In Tennessee, Travis Tyshawn Strattion

Electronic Theses and Dissertations Archive

This qualitative narrative inquiry explains the factors that contributed to the success of Black male graduates who received Pell Grants at a public, four-year historically White institution in Tennessee. Situated within persistent racial and economic inequities in higher education, the study examines how Black men from low-income backgrounds navigated institutional systems not originally designed to support their success. Guided by African American Male Theory (AAMT; Bush & Bush, 2013b) and Padilla’s Expertise Model of Student Success (EMSS; Padilla, 1994; Padilla et al., 1997), the study centers participants as active agents who developed strategies, knowledge, and meaning-making practices to persist to …


Characterization Of Jet Formation And Scalability Of Fan Array Wind Generator Using Experimentation And Large Eddy Simulation, Md Rafi Ur Rahman Apr 2026

Characterization Of Jet Formation And Scalability Of Fan Array Wind Generator Using Experimentation And Large Eddy Simulation, Md Rafi Ur Rahman

Electronic Theses and Dissertations Archive

Small unmanned and autonomous aerial vehicles are often required to operate within the turbulent atmospheric boundary layer and other degraded environments, where local turbulent behavior can strongly influence stability, control, and navigational performance. Despite the operational importance of these degraded environments, systematic studies of the associated aerodynamic challenges remain limited. One reason is the lack of suitable laboratory settings for repeatable and robust testing of atmospheric-like wind conditions. To address this gap, this experimental and computational work characterizes baseline conditions of a modular multi-source wind generation system that can be used to simulate flight relevant atmospheric conditions. Through complimentary Large …


Citizenship Education In Social Studies: A Forty-Five-Year Content Analysis (1980–2025), Renita Parks Apr 2026

Citizenship Education In Social Studies: A Forty-Five-Year Content Analysis (1980–2025), Renita Parks

Electronic Theses and Dissertations Archive

This study examined how citizenship education has been defined, discussed, and framed in major social studies journals between 1980 and 2025. While citizenship education has long been identified as a central purpose of social studies, its meaning has shifted in response to changing political, social, and educational contexts. The purpose of this study was to identify patterns and trends in how citizenship has been conceptualized in professional literature over a 45-year period. A qualitative content analysis was conducted using articles published in three prominent social studies journals. Articles were selected using predetermined criteria and analyzed for definitions of citizenship, contextual …


Evaluating Impact Of Sustainability Practices And Operational Efficiency On Firm Value In Indonesia’S Mining Sector, Erika Windyasari, Yosman Bustaman Apr 2026

Evaluating Impact Of Sustainability Practices And Operational Efficiency On Firm Value In Indonesia’S Mining Sector, Erika Windyasari, Yosman Bustaman

Journal of Environmental Science and Sustainable Development

Sustainability practices are increasingly prominent in investor assessments of firm value Nevertheless, empirical evidence regarding which specific environmental practices are incorporated into capital market valuations remains inconclusive, particularly within mining sectors in emerging markets. This study investigates the correlation between sustainability practices energy efficiency, water management, waste management, renewable energy adoption and environmental quality (PROPER rating) together with operational efficiency and firm value in Indonesian listed mining firms. The analysis uses panel data for 23 firms over 2017–2023. Firm value is measured by Tobin’s Q, while operational efficiency is measured using Data Envelopment Analysis (DEA). The correlation is estimated using …


Ndls Communicator: Week Of 04.06.26, Notre Dame Law School Apr 2026

Ndls Communicator: Week Of 04.06.26, Notre Dame Law School

NDLS Communicator

The Latest News

  • From the Bookshelf: Favorite Reads from the ND Law Community
  • Notre Dame Law School Global Human Rights Clinic participates in advisory opinion proceedings on democracy and human rights before the Inter-American Court of Human Rights in Brasília

Student News

  • Perla Khattar, J.S.D. Candidate
  • Summer Abdelberry, 2L

Faculty Briefs

  • Jimmy Gurulé
  • Maria Maciá
  • Patrick Corrigan
  • Diane Desierto
  • Rick Garnett and 3L, Savannah Shoffner
  • Christian Burset
  • Lloyd Mayer
  • Paolo Carozza
  • Vincent Phillip Muñoz

ND Law in the News

  • The Observer highlighted the second annual Death Penalty Abolition Week

Events

  • Easter Monday
  • Faculty Colloquium - Carter Snead
  • Champions for Justice …


Unveiling The Intersection Of Institutional Racial Identity And Student Loan Debt: An Analysis Of The State University System Of Florida’S Higher Education Institutions, Valerie Marie Moore Apr 2026

Unveiling The Intersection Of Institutional Racial Identity And Student Loan Debt: An Analysis Of The State University System Of Florida’S Higher Education Institutions, Valerie Marie Moore

USF Tampa Graduate Theses and Dissertations

Federal student loan patterns in Florida’s State University System (SUS) from 2013/14 to 2022/23 reflect differences in institutional revenue capacity rather than individual borrowing behavior. Using data from all 12 SUS institutions, this study examined how institutional wealth and revenue composition shape student loan outcomes through both race neutral and race considerate analyses informed by Ray’s (2019) theory of racialized organizations. Overall, the SUS operates as a racialized organizational field in which inequities in funding flows, access to capital, and institutional logics sustain long term disparities in wealth and debt. Results show that borrowing levels closely track how institutions assemble …


Czy Przejęcie Pracowników Może Stanowić Koncentrację?, Agnieszka Staszek Apr 2026

Czy Przejęcie Pracowników Może Stanowić Koncentrację?, Agnieszka Staszek

internetowy Kwartalnik Antymonopolowy i Regulacyjny (internet Quarterly on Antitrust and Regulation)

Celem artykułu jest próba odpowiedzi na pytanie czy „przejęcie” pracowników innego przedsiębiorcy może stanowić koncentrację, a jeśli tak, to w jakich przypadkach. Inspirację stanowią sprawy zagraniczne i zjawisko tzw. acqui-hiring, czyli zorganizowanego przejęcia pracowników. Artykuł przedstawia wcześniejsze polskie i zagraniczne sprawy z tego obszaru oraz prezentuje ocenę dokonywaną przez organy antymonopolowe. Poruszono w nim także wyzwania związane z interpretacją przepisów, kryteriami zgłoszeniowymi oraz wpływem takich transakcji na rynek pracy i konkurencję. Choć zjawisko przejęcia pracowników (walka o talenty) jest szczególnie komentowane na rynku nowych technologii, to nie ogranicza się do tego sektora. Może występować na każdym rynku, gdzie pracodawcy mają …


Development And Evaluation Of An Iot-Based Data Analytics System For Optimizing Football Learning In Higher Education, M. Said Zainuddin, Sudirman Sudirman, Ahmad Zakaria Apr 2026

Development And Evaluation Of An Iot-Based Data Analytics System For Optimizing Football Learning In Higher Education, M. Said Zainuddin, Sudirman Sudirman, Ahmad Zakaria

Indonesian Journal of Research in Physical Education, Sport, and Health

Background: While smart technology and big data have advanced, football instruction at Indonesian universities lags. Most local classrooms lack high-tech tools, presenting an opportunity to modernize sports science. Objective: This research aimed to develop an IoT-based system and analytics platform for higher education, equipping students and coaches with data-driven insights for modern football training. Methods: Conducted at Universitas Negeri Makassar over five months (August–December), the study followed a Research and Development approach with six phases: needs analysis, design, development, expert validation, field trials, and effectiveness evaluation. Participants included Physical Education students divided into experimental (IoT system) and control (traditional methods) …


Dietary Patterns And Nutritional Status In Soccer Athletes: A Cross-Sectional Study From An Ergonomic Perspective, Rina Mayangsari, Ravi Masitah Apr 2026

Dietary Patterns And Nutritional Status In Soccer Athletes: A Cross-Sectional Study From An Ergonomic Perspective, Rina Mayangsari, Ravi Masitah

Indonesian Journal of Research in Physical Education, Sport, and Health

Background: Normal nutritional status has been established as one of the principal determinants in an athlete's performance. Dietary quality plays a critical role in optimizing athletes' physical fitness and performance outcomes. Objective: To examine the associations between dietary patterns on the MacPersona System and nutritional status of soccer players (energy, protein, et cetera, fat, and carbohydrates). Methods: A cross-sectional quantitative study was conducted involving 21 soccer players (total sampling). Dietary patterns were assessed using a validated Semi-Quantitative Food Frequency Questionnaire (SQ-FFQ). Nutritional status was measured using Body Mass Index(BMI) based on anthropometric data. The chi-square test was used for statistical …


The Relationship Between Macronutrient Intake And Cardiometabolic Indicators In College Students Who Regularly Exercise, Yosef Ferdy Yangkara, Akhmad Lutfi, Bagus Kusuma Putra, Siti Baitul Mukarromah, Adi S Apr 2026

The Relationship Between Macronutrient Intake And Cardiometabolic Indicators In College Students Who Regularly Exercise, Yosef Ferdy Yangkara, Akhmad Lutfi, Bagus Kusuma Putra, Siti Baitul Mukarromah, Adi S

Indonesian Journal of Research in Physical Education, Sport, and Health

Background: Macronutrient intake plays a crucial role in determining body composition and cardiovascular health. Studies that simultaneously examine macronutrient intake and various cardiometabolic indicators in physically active populations without a clinical history remain limited. Objective: This study aims to analyze the relationship between macronutrient intake and BMI, blood pressure, and heart rate among a gymnastics community at Semarang State University. Methods: The study used a cross-sectional design involving 30 students (12 males and 18 females) aged 18–35 years, selected through purposive sampling. Macronutrient intake data were collected using a 2×24-hour food recall method, while BMI, blood pressure, and heart rate …


Analysis Of Rule Violations Leading To Disqualification In Youth Swimming Competitions: Evidence From Indonesia, Ika Novitaria Marani, Ari Subarkah, Heni Widyaningsih, Ricky Susiono, Muhammad Syahrul Ramadhan Apr 2026

Analysis Of Rule Violations Leading To Disqualification In Youth Swimming Competitions: Evidence From Indonesia, Ika Novitaria Marani, Ari Subarkah, Heni Widyaningsih, Ricky Susiono, Muhammad Syahrul Ramadhan

Indonesian Journal of Research in Physical Education, Sport, and Health

Background: The purpose of this study was to determine how disqualifications of competition rules in swimming competitions are committed. Rules must be obeyed when competing, and there are consequences for swimmers who violate them. Objective: To find out how the disqualification of the rules of the competition game in the swimming sport is carried out in the swimming competition. Methods: The research was conducted at the GBK Senayan Swimming Pool, and the study used a descriptive observational design. The population in this study consists of all beginner-level swimmers who take part in the 2025 DKI Jakarta swimming competition in Indonesia. …


The Intricate Dance Of Emotions And Psychophysiology: Unveiling The Secrets Of Microexpressions, Jaiteg Singh, Deepika Sharma, Babar Shah, Sukhjit Singh Sehra, Farman Ali, Irfan Hussain Apr 2026

The Intricate Dance Of Emotions And Psychophysiology: Unveiling The Secrets Of Microexpressions, Jaiteg Singh, Deepika Sharma, Babar Shah, Sukhjit Singh Sehra, Farman Ali, Irfan Hussain

All Works

Background: Emotion recognition plays a pivotal role in behavioral analysis, mental health assessment, and human-computer interaction. Micro-expressions, which are brief and involuntary facial movements, offer valuable insights into concealed emotions. However, validating micro-expressions remains a challenge due to their subtlety and short duration. This study aims to enhance the validation and classification of micro-expressions by integrating electromyogram (EMG) signals with facial action units (AUs). Methods: EMG data was collected using the EMG Muscle Sensor Module V3.0, interfaced with an Arduino Mega 2560 microcontroller. To ensure signal clarity, various data filtration techniques were applied to eliminate noise, motion artifacts, and baseline …


Shu World Review- April 6th 2026, Diplolab, Seton Hall University Apr 2026

Shu World Review- April 6th 2026, Diplolab, Seton Hall University

SHU World Review

No abstract provided.


Praktek Ratlfikasi Dalam Organisasi Internasional, Syahmin A.K. Apr 2026

Praktek Ratlfikasi Dalam Organisasi Internasional, Syahmin A.K.

Jurnal Hukum & Pembangunan

Abstract


Ilmu Politik Dan Hukum, Prof, Dr. Soeriono Soekanto, S.H.,M.A. Apr 2026

Ilmu Politik Dan Hukum, Prof, Dr. Soeriono Soekanto, S.H.,M.A.

Jurnal Hukum & Pembangunan

Abstract


Masalah Desentrallsasi, Dedi Soemardi, S.H. Apr 2026

Masalah Desentrallsasi, Dedi Soemardi, S.H.

Jurnal Hukum & Pembangunan

Abstract


Voiceless Experiences: Stress And Coping Of International Students With Language Barriers, Junguen Lee, Hongryun Woo, April Nguyen, Melissa Henry Apr 2026

Voiceless Experiences: Stress And Coping Of International Students With Language Barriers, Junguen Lee, Hongryun Woo, April Nguyen, Melissa Henry

Journal of Comparative & International Higher Education

International students’ difficulties and unique needs have been increasingly explored in professional literature, reflecting the expanding number of international students enrolling in the United States’ higher education institutions. Language difficulties appear to be the most challenging issue for international students from non-English speaking countries as they become marginalized as a linguistic minority on campus. Few researchers have focused specifically on understanding international students’ experiences of being voiceless due to language barriers, nor have they postulated the nature of their adaptation process. This grounded theory study aimed to investigate international students’ stress and coping experiences with language barriers and develop a …


A Model Of International Student Retention, Dylan Rust Apr 2026

A Model Of International Student Retention, Dylan Rust

Journal of Comparative & International Higher Education

This paper presents a model of international student retention influences that affect these students’ decisions to remain at a university in the United States. The levels of the model, in order of importance, are intentions/background characteristics and finances, academic integration, cultural identity, and social integration. Intentions/background characteristics and finances are related to and influence each other in terms of their impact on retention. While multiple retention theories focus on the socialization of college students, this model posits that financial and academic factors have greater influence. The paper also discusses the influence that being a non-immigrant visa status international student has …


Beauty In The Ai Of The Beholder: Exploring Human And Machine Assessment Of Creative Work, Melissa Clark Apr 2026

Beauty In The Ai Of The Beholder: Exploring Human And Machine Assessment Of Creative Work, Melissa Clark

Atlantic Marketing Association Proceedings

No abstract provided.


Epidemiological Survey Of Abortion In Camels (Camelus Dromedarius) And Histopathological Investigation Of Toxoplasmosis And Neosporosis In Those Animals From Slaughterhouses In Southeastern Algeria, Amira Djeddou-Benabid, Hind Houssou, Omar Bennoune, Ferhat Nouicer, Amel Djaout Apr 2026

Epidemiological Survey Of Abortion In Camels (Camelus Dromedarius) And Histopathological Investigation Of Toxoplasmosis And Neosporosis In Those Animals From Slaughterhouses In Southeastern Algeria, Amira Djeddou-Benabid, Hind Houssou, Omar Bennoune, Ferhat Nouicer, Amel Djaout

The Thai Journal of Veterinary Medicine

Toxoplasma gondii and Neospora caninum are heteroxenous apicomplexan parasites recognized as major causes of reproductive disorders in numerous mammalian species. The present study aimed to assess through an epidemiological survey, the prevalence of reproductive losses in 75 dromedary herds during the period 2022-2025, as well as the associated risk factors, and to detect these protozoa by histopathological analysis in 63 dromedaries slaughtered at the slaughterhouse of El Oued province (126 samples: 63 hearts and 63 diaphragms). The survey revealed that 80% of the herds had a history of abortions, of which 60% also reported cases of stillbirth. Risk factor analysis …


No Hablo Español, But My Students Do: A Self-Study To Understanding How Teacher Positionality And Experiences Manifest In Pedagogy And Praxis, Kaitlyn E. Herling Apr 2026

No Hablo Español, But My Students Do: A Self-Study To Understanding How Teacher Positionality And Experiences Manifest In Pedagogy And Praxis, Kaitlyn E. Herling

Education Doctorate Dissertations

As a middle school science teacher in a predominantly Hispanic classroom, I explore how my positionality as a White female educator and my experiences both inside and outside the classroom shape my teaching practices. This study examines the integration of culturally based teaching practices into the science classroom. By reflecting on my positionality, curriculum choices, and pedagogical methods, I aim to better understand how to create a more inclusive and engaging learning environment that resonates with my students’ cultural backgrounds. Through self-study and narrative inquiry, this research highlights the importance of connecting students’ lived experiences with academic content to foster …


New Species Of Kronosvirus Bacteriophages That Infect Caulobacter Strain Cbr1, Tannaz Mohammadi, Austin Millwood, Maherah Shaik, Bert Ely Apr 2026

New Species Of Kronosvirus Bacteriophages That Infect Caulobacter Strain Cbr1, Tannaz Mohammadi, Austin Millwood, Maherah Shaik, Bert Ely

Faculty Publications

Caulobacter segnis strain CBR1 enhances the germination rate and total biomass of Arabidopsis plants. Since bacteriophages are usually present in the rhizosphere, we isolated three additional bacteriophages, designated TMCBR2, TMCBR3, and W2, that can replicate using CBR1 as the host strain. The genome sizes and morphologies of the new phages were similar to those of the previously isolated Kronos phage, and when we compared the nucleotide sequence of these new phage genomes, we found only minor differences among the four phage genomes. Pairwise sequence comparisons indicated that the phage genomes should be grouped into three separate species within Kronosvirus genus. …


Preliminary Sonification Of Enso Using Traditional Javanese Gamelan Scales, Sandy Hs Herho, Rusmawan Suwarman, Nurjanna J. Trilaksono, Iwan P. Anwar, Faiz R. Fajary Apr 2026

Preliminary Sonification Of Enso Using Traditional Javanese Gamelan Scales, Sandy Hs Herho, Rusmawan Suwarman, Nurjanna J. Trilaksono, Iwan P. Anwar, Faiz R. Fajary

Northeast Journal of Complex Systems (NEJCS)

Sonification—the mapping of data to non-speech audio—offers an underexplored channel for representing complex dynamical systems. We treat El Niño-Southern Oscillation (ENSO), a canonical example of low-dimensional climate chaos, as a test case for culturally-situated sonification evaluated through complex systems diagnostics. Using parameter-mapping sonification of the Niño 3.4 sea surface temperature anomaly index (1870–2024), we encode ENSO variability into two traditional Javanese gamelan pentatonic systems (pelog and slendro) across four composition strategies, then analyze the resulting audio as trajectories in a two- dimensional acoustic phase space. Recurrence-based diagnostics, convex hull ge- ometry, and coupling analysis reveal that the sonification …


Away Rotation Participation And Ophthalmology Match Outcomes, Jeremy N. Shapiro, William J. Benjamin, Nicholas R. Lenze, Angela P. Mihalic, Anjali R. Shah, Ariane D. Kaplan Apr 2026

Away Rotation Participation And Ophthalmology Match Outcomes, Jeremy N. Shapiro, William J. Benjamin, Nicholas R. Lenze, Angela P. Mihalic, Anjali R. Shah, Ariane D. Kaplan

Journal of Academic Ophthalmology

Background: Recent surveys suggest that a majority of students applying to the ophthalmology residency match participate in rotations that are not at their home institution (away rotations). There is limited information on the relationship between completion of away rotations, residency interview offers and match success rates.

Purpose: To evaluate relationships between away rotation participation and ophthalmology residency interview offers and match success rates.

Methods: The Texas Seeking Transparency in Application to Residency (Texas STAR) database compiles responses to the Texas STAR survey, an opt-in, anonymous survey offered to all graduating US MD/DO students to collect data on …


The Association Of Having Physician Parents With Medical Students’ Intention To Pursue Ophthalmology: An Aamc Analysis, Shamila Ladak, Anam Akhlaq, Rahel M. Imru, Laura K. Green, Ambar Faridi, Grace Sun,, Fasika A. Woreta Apr 2026

The Association Of Having Physician Parents With Medical Students’ Intention To Pursue Ophthalmology: An Aamc Analysis, Shamila Ladak, Anam Akhlaq, Rahel M. Imru, Laura K. Green, Ambar Faridi, Grace Sun,, Fasika A. Woreta

Journal of Academic Ophthalmology

Background: Having a physician parent may influence a medical students’ career choices. However, limited data exists regarding the relationship between having a physician parent and medical students’ intention to pursue ophthalmology, which remains a highly competitive specialty.

Purpose: To evaluate the prevalence of physician parents among U.S. medical students intending to pursue ophthalmology and identify associated demographic and socioeconomic factors.

Methods: A retrospective cohort study was conducted using deidentified data from the Association of American Medical Colleges (AAMC) Graduation Questionnaire (GQ) administered between 2016 and 2022. Chi-square tests and multivariable logistic regression were used to examine associations …


Bringing Worlds Together: How Social Studies Teachers Make Content Meaningful, Harley A. Payne Apr 2026

Bringing Worlds Together: How Social Studies Teachers Make Content Meaningful, Harley A. Payne

Honors College Theses

Secondary educators in social studies classes face the challenge of maintaining the attention of dozens of students during instruction, often on content that seems irrelevant or unimportant. Educators must find ways to emphasize that the content their students are disinterested in is useful and crucial for their development into adults. Research suggests that bridging the gap between the classroom and the real world improves classroom engagement (Cooper, 2014; Tagliaferro, 2012). Students who are engaged and exert more effort in class derive academic benefits, such as placement in advanced pathways and increased test scores (Carbonaro, 2005). Civics education and the inclusion …


Physical Space And Democratic Citizenship: Third Place Usage And Civic Engagement Among Undergraduates, Justin L. Fintel Apr 2026

Physical Space And Democratic Citizenship: Third Place Usage And Civic Engagement Among Undergraduates, Justin L. Fintel

Honors Program: Senior Projects (Public)

This thesis examines the relationship between third place usage and civic engagement levels among undergraduate students at the University of Nebraska-Lincoln. Drawing on urban planning and political science literature, I hypothesize that students who more frequently use and interact with campus third places—which are informal communal spaces that foster community, such as coffee shops, libraries, and student unions—demonstrate higher levels of civic engagement. Using survey data from thirty-eight undergraduates and ordinary least squares regression analysis, I find strong support for my hypothesis. Third place usage significantly predicts civic engagement (β = 0.609, p < 0.001) statistically, and this relationship remains robust even after controlling for family socialization and socioeconomic status. The findings suggest that physical spaces on college campuses play an independent role in promoting democratic citizenship beyond students' pre-existing characteristics. These results have important implications for university and urban planning, while highlighting the value of investing in communal campus spaces as mechanisms for promoting civic participation.


Predicting Soil Organic Carbon In Lower Depths From Surface Soil Features Using Machine Learning Methods, Lawrence Aula, Milena Maria Tomaz De Oliveira, Amanda C. Easterly, Cody F. Creech Apr 2026

Predicting Soil Organic Carbon In Lower Depths From Surface Soil Features Using Machine Learning Methods, Lawrence Aula, Milena Maria Tomaz De Oliveira, Amanda C. Easterly, Cody F. Creech

Plants, Soils, and Climate Faculty Publications

Topsoil features within a depth of 0–10 cm are vital for making soil management decisions that affect crop production. However, the use of these soil features to predict soil organic carbon (SOC) at 10–20 cm requires further investigation. The study aims to predict SOC at 10–20 cm using total nitrogen (total N), pH, cation exchange capacity (CEC), and SOC at 0–10 cm and select a suitable model for predicting SOC. This study was conducted using data from a long-term tillage, winter wheat (Triticum aestivum L.)-fallow experiment established in autumn 1970. Treatments included moldboard plow, stubble mulch, no-till, and native …