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A Model For Training Management System Implementation In Higher Education, David J. Rowe Dec 2025

A Model For Training Management System Implementation In Higher Education, David J. Rowe

All-Inclusive List of Electronic Theses and Dissertations

In an era where innovation and adaptability are critical to institutional success, the practical training and development of employees in higher education organizations have become essential. This study examined stakeholders’ perceptions of cloud-based Training Management System (TMS) implementation within California Higher Education systems, including both the California Community College (CCC) and the California State University (CSU). Although a TMS offers substantial benefits for administering training programs, large systems face challenges due to uneven adoption across campuses, leading to inefficiencies, regulatory non-compliance, and hindered workforce development. This research identified and evaluated technology, organizational, and environmental critical success factors influencing TMS implementation …


A Study And Comparison Of Two Trinidadian Panorama Arrangements For Steelband By Jit Samaroo: “Pan In A Minor” And “The Bee’S Melody, Alexica A. Adams Dec 2025

A Study And Comparison Of Two Trinidadian Panorama Arrangements For Steelband By Jit Samaroo: “Pan In A Minor” And “The Bee’S Melody, Alexica A. Adams

Electronic Theses and Dissertations

This thesis analyzes two Panorama arrangements by Trinidad and Tobago arranger Jit Sukha Samaroo: “Pan in A Minor” (1987) and “The Bee’s Melody” (1992). These works are analyzed to understand his arranging style and their significance within the field of steelband music. The study addresses the cursory scholarship on Panorama arrangements and focuses on how Samaroo reinterpreted Aldwyn “Lord Kitchener” Roberts’ Calypsos for the Amoco Renegades Steel Orchestra. This study highlights Samaroo’s approaches to melodic and rhythmic development, thematic expansion, orchestration, and textural variation. “Pan in A Minor” retains much of Kitchener’s original material while introducing structural expansion, whereas “The …


Glacial Deposits, Vol. 50, 2025, Illinois State University Dec 2025

Glacial Deposits, Vol. 50, 2025, Illinois State University

Glacial Deposits

Newsletter of the Illinois State University Department of Geography, Geology, and the Environment


Voting Under Contradictory News, Arnab Mitra, Quazi Shahriar Dec 2025

Voting Under Contradictory News, Arnab Mitra, Quazi Shahriar

Economics Faculty Publications and Presentations

How much do opposing news sources distort private information and how do voters use distorted contradictory information regarding candidate quality? In a two candidate voting game, we derive and experimentally test an “average-opinion” hypothesis, where two opposingly biased sources, capable of forming an unbiased estimate of candidate quality as well as a distorted estimate within a bound, symmetrically distort their reported estimates in opposite directions, and voters split the estimate difference to decipher the unbiased estimate. Data support the hypothesis and show that voters benefit from sources’ competition, compared to a control treatment without competition. When sources are allowed to …


Security Vulnerabilities And Defense Tactics For Generative Ai Application Development, Kyle Klein Dec 2025

Security Vulnerabilities And Defense Tactics For Generative Ai Application Development, Kyle Klein

University Honors Theses

Generative AI (GenAI) applications such as OpenAI's ChatGPT leverage large language models (LLMs) trained on enormous amounts of data to accomplish tasks such as document editing, summarization, and query response. Chatbots and LLM programs that are equipped with retrieval-augmented generation (RAG) have the ability to draw upon data provided by developers and users to improve the quality of the program's responses. LLM technology has even expanded to generate images, audio, and video from user instructions. Designed around unpredictable user input and typically composed of many opaque components, LLM software products face a paradigm shift of new, constantly evolving security challenges. …


Royal Canin V. Wullschleger: A Sea Change In Supplemental Jurisdiction?, William G. Beatty Dec 2025

Royal Canin V. Wullschleger: A Sea Change In Supplemental Jurisdiction?, William G. Beatty

Southern Illinois University Law Journal

On January 15, 2025, a unanimous Supreme Court announced a decision about the nature and scope of supplemental jurisdiction that some commentators claim ran contrary to decades of precent from the Supreme Court itself, as well as from every federal appellate circuit to have considered the issue presented in the case, declaring how a federal district court can be forfeited of subject matter jurisdiction by a voluntary amendment to a plaintiff’s pleadings in a properlyremoved complaint.

Royal Canin U.S.A., Inc. v. Wullschleger had been through the district court twice, though the Eighth Circuit Court of Appeals on the same number …


Beyond The Csu Ai Initiative Rollout: Exploring The Continued Uses, Gratifications, And Literacy Of Generative Artificial Intelligence Integration At Cal Poly, San Luis Obispo, Marshall Piros, Kaylie Marrs Dec 2025

Beyond The Csu Ai Initiative Rollout: Exploring The Continued Uses, Gratifications, And Literacy Of Generative Artificial Intelligence Integration At Cal Poly, San Luis Obispo, Marshall Piros, Kaylie Marrs

Communication Studies

This case study examines the use of ChatGPT on the California Polytechnic State University, San Luis Obispo (hereafter referred to as Cal Poly or Cal Poly, San Luis Obispo) campus as part of the system-wide CSU AI Initiative. This is a follow-up study to previous work in which the researchers examined AI usage and gratifications during the early rollout of the CSU AI Initiative during Spring 2025. Using a qualitative approach, we used semi-structured interviews (N = 24) to gather in-depth perspectives on AI usage, gratifications, concerns, and definitions of AI literacy from students and faculty. Findings indicate that while …


Mozgus, Damian Cerda, Madison Lopez Dec 2025

Mozgus, Damian Cerda, Madison Lopez

Computer Science and Software Engineering

The indie game market is flooded with genre experiments, yet few successfully combine fast-paced action with meaningful strategic decision-making. Our project aims to fill this gap by creating a game that fuses top-down action combat with resource-management tycoon mechanics. We found that in many games, the management phases lack mechanical stakes. Our goal was to intertwine these systems so that choices made in one phase meaningfully impact the other.


Integrating Machine Learning With An Fps Aim Trainer For Optimal Sensitivity Finding, Sharan Krishna Dec 2025

Integrating Machine Learning With An Fps Aim Trainer For Optimal Sensitivity Finding, Sharan Krishna

Computer Science and Software Engineering

First-person shooter (FPS) games often demand high levels of skill in aiming, which leads players to look for external tools to improve their performance. This is where the concepts of aim training and aim trainers come in, becoming an easily accessible outside source for players to strengthen their performance with custom scenarios outside a set game. While many aim trainers exist, they offer limited insight into player performance metrics or adaptability to varying aiming styles. Furthermore, most existing aim trainers lack a standardized way of correlating aim skill with real-world performance or personalized feedback. This aim trainer addresses these limitations …


Content And Consequences: Impact Of Representation In Stem Higher Education Instructional Content On Marginalized Students, Nichole Ventura Dec 2025

Content And Consequences: Impact Of Representation In Stem Higher Education Instructional Content On Marginalized Students, Nichole Ventura

Doctorate in Education

This qualitative study examined representation of historically marginalized students in STEM instructional content at the higher education level and its impact on their learning experiences. Despite growing diversity initiatives in STEM enrollment, curricular materials often fail to reflect the identities of underrepresented students. Using critical theory and interpretivist approaches, this research investigated how representation—or its absence—shapes students' sense of belonging, academic identity formation, and persistence. Through semi-structured interviews with undergraduate students from historically marginalized backgrounds, and purposeful sampling, this study captured the lived experiences of students engaging with STEM instructional materials. Interview protocols explored how students perceive their representation in …


Optimal & Robust Control Of A Bidirectional Dc-Dc Converter In Ev Systems, Yasser Ayeva Dec 2025

Optimal & Robust Control Of A Bidirectional Dc-Dc Converter In Ev Systems, Yasser Ayeva

Electrical Engineering and Computer Science Faculty Publications and Presentations

This paper analyzes the performance of PI, LQR, and H∞ controllers for the regulation of a bidirectional buck boost converter in electric vehicle systems. To get the system state space equations, a continuous conduction average model is linearized. For analysis a PI controller will be used as baseline, the LQR controller will be used to improve transient response, and the H∞ controller will be used for the system robustness and disturbance rejection. The simulation results show that the advanced controllers surpass the PI controller in terms of overshoot, settling time, and voltage ripple, with the H∞ controller offering the best …


Evaluating Metamitron Efficacy For Glyphosate-Resistant Palmer Amaranth (Amaranthus Palmeri) Management In Sugarbeet Across The Central High Plains, Abraham Akuoko Dec 2025

Evaluating Metamitron Efficacy For Glyphosate-Resistant Palmer Amaranth (Amaranthus Palmeri) Management In Sugarbeet Across The Central High Plains, Abraham Akuoko

Department of Agronomy and Horticulture: Dissertations, Theses, and Student Research

Herbicide-resistant (HR) Palmer amaranth (Amaranthus palmeri S. Watson) is regarded as one of the most prominent weeds within sugarbeet fields across the Central High Plains, with limited chemical control options. Although a few herbicides are available, their use is restrictive due to crop injury concerns and can only be applied at or after the 2–4 true leaf (TL) growth stage, which will provide no control for already emerged weeds. However, Palmer amaranth often emerges between sugarbeet planting and the 2 TL sugarbeet growth stage. Consequently, as of 2023, there were no herbicide options to control Palmer amaranth in sugarbeet …


Evaluation Of Distractor Model Specifications On Assessment Quality Within The Framework Of Assessment Engineering, Sunhyoung Lee Dec 2025

Evaluation Of Distractor Model Specifications On Assessment Quality Within The Framework Of Assessment Engineering, Sunhyoung Lee

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Responding to the high demand for new test items, model-based item development has emerged as a promising approach for efficient item creation. Item models within Assessment Engineering (AE) offer a systematic framework that effectively generates a large volume of new items. In the development of multiple-choice questions, well-constructed distractors are essential for ensuring item quality, although creating them requires significant time and resources. A distractor model is a sub-model within an item model, producing correct answers and distractors aligned with all potential items to be generated. Various types of distractor models have different characteristics and offer efficient methods for generating …


Characterization Of Mitochondrial Dna Repair Components And Repair Choices At Targeted Double-Strand Breaks In Arabidopsis Thaliana, Moira Rodriguez Dec 2025

Characterization Of Mitochondrial Dna Repair Components And Repair Choices At Targeted Double-Strand Breaks In Arabidopsis Thaliana, Moira Rodriguez

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Plant mitochondrial genomes are complex when compared to most other eukaryotic mitochondrial genomes. They are large and variable in size, expand and rearrange frequently, abundant in non-tandem repeats, but maintain a very low synonymous substitution rate in the remaining coding regions. Many of these complexities can be explained by the increased use of double-strand break repair for DNA damage. To advance the understanding of mitochondrial genome dynamics as it relates to double-strand break repair, we performed a forward genetics screen to identify proteins involved in DNA repair in plant mitochondrial genomes. Through this screen, we identified an RNA/DNA helicase, Suv3, …


Reinforcement Learning Based Security Schemes For Distributed Ai Systems, Ashan Chamath Gunawardena Dec 2025

Reinforcement Learning Based Security Schemes For Distributed Ai Systems, Ashan Chamath Gunawardena

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Distributed machine learning (DML) is a component of modern intelligent systems, enabling collaborative training across devices such as mobile clients, vehicles, and edge networks. However, the decentralized nature of these systems introduces vulnerabilities, particularly data poisoning attacks that compromise model integrity and degrade performance. Traditional defenses, such as statistical filtering, robust aggregation, and privacy-preserving techniques, often struggle to adapt to overwhelming adversaries or operate under strict privacy and real-time constraints. This dissertation proposes the use of reinforcement learning (RL) and deep reinforcement learning (DRL) based misbehavior detection schemes that dynamically identify poisoning attempts in distributed AI systems, including federated learning, …


Modelling Groundwater Nitrate Transport In Bazile Creek Watershed Using Modflow, Prajwol Thapa Dec 2025

Modelling Groundwater Nitrate Transport In Bazile Creek Watershed Using Modflow, Prajwol Thapa

Department of Agricultural and Biological Systems Engineering: Dissertations, Theses, and Student Research

Excessive application of inorganic nitrogen fertilizers has led to pervasive nitrate contamination of groundwater in agricultural regions worldwide. This study evaluates the fate and transport of nitrate beneath the Bazile Creek watershed in northeastern Nebraska by coupling groundwater‐flow (GWF) and solute‐transport (GWT) simulations within MODFLOW 6. A conceptual model was developed using hydrogeologic, topographic, recharge, and boundary‐condition data, and the domain was discretized with a quadtree-refined grid to capture surface-subsurface interactions. The steady-state flow model was calibrated against observed hydraulic heads and baseflow measurements using NSE, RMSE, and PBIAS metrics, and subsequently extended to a transient flow simulation spanning 2002-2023. …


Ethical Decision-Making Processes In Authentic Environmental Engineering Contexts Through Systems Thinking And Team Collaboration Lenses: An Embedded Single Case Study, Toluwalase Eniola Brower Dec 2025

Ethical Decision-Making Processes In Authentic Environmental Engineering Contexts Through Systems Thinking And Team Collaboration Lenses: An Embedded Single Case Study, Toluwalase Eniola Brower

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Ethical and professional responsibility is a critical learning outcome emphasized in ABET accreditation. However, ethics instruction in engineering education often lacks integration of system-level considerations such as economic, environmental, and societal contexts, that are essential for developing engineering solutions that ensure the safety and welfare of diverse stakeholders. This embedded single-case study investigated the integration of authentic ethics instruction within a junior-level environmental engineering course at a Midwestern U.S. university during spring 2025 and explores how civil engineering student teams within the course engage in ethical decision-making process during authentic problem-solving.

The instructional intervention consisted of four problem-based ethics modules, …


Changepoint Detection As Model Selection: A General Framework, Michael A. Grantham Dec 2025

Changepoint Detection As Model Selection: A General Framework, Michael A. Grantham

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

This dissertation presents a general framework for changepoint detection based on ℓ0 model selection. The core method, Iteratively Reweighted Fused Lasso (IRFL), improves upon the generalized lasso by adaptively reweighting penalties to enhance support recovery and minimize criteria such as the Bayesian Information Criterion (BIC). The approach allows for flexible modeling of seasonal patterns, linear and quadratic trends, and autoregressive dependence in the presence of changepoints.

Simulation studies demonstrate that IRFL achieves accurate changepoint detection across a wide range of challenging scenarios, including those involving nuisance factors such as trends, seasonal patterns, and serially correlated errors. The framework is …


Rapid State-Of-Health Estimation Of Batteries Using Machine Learning With Limited Eearly-Discharge Voltage Data, Mohammad Bakhtiari Dec 2025

Rapid State-Of-Health Estimation Of Batteries Using Machine Learning With Limited Eearly-Discharge Voltage Data, Mohammad Bakhtiari

Durham School of Architectural Engineering and Construction: Dissertations, Theses, and Student Research

The utilization of lithium-ion batteries has been rapidly expanding across diverse sectors, including electric transportation, stationary energy storage systems, and the built environment. Ensuring a high level of reliability in these applications is essential, as the performance and safety of such systems depend strongly on the accurate assessment of the battery’s State of Health (SOH). Conventional SOH estimation techniques—often based on complex electrochemical models or extensive laboratory testing—tend to require a large number of measurements, advanced instrumentation, and high computational cost. These factors make them impractical for large-scale deployment or real-time monitoring. This study introduces a simplified machine-learning-based approach for …


The Graphic Shift: Leveraging Superhero Graphica To Un-Ban Critical Conversations In The Secondary English Language Arts Classroom, Avery Clason Dec 2025

The Graphic Shift: Leveraging Superhero Graphica To Un-Ban Critical Conversations In The Secondary English Language Arts Classroom, Avery Clason

Department of English: Dissertations, Theses, and Student Research

This thesis investigates the challenges that books are receiving during an era of social and political turmoil based on their content. Understanding why these books are polarizing for most readers and the general public is in direct connection with finding different books that can harbor the same conversations about dense topics and cultivating connections between students, the text, the world, and themselves. While there has been a search to find alternate books that are not considered "political flashpoints,” there has been limited research into the use of superhero graphica in the ELA classroom, especially in connection to utilizing this genre …


Elementary School Teachers’ Perspectives On Project-Based Learning Implementation In Commonwealth Of The Northern Mariana Islands, Xiao Tang Dec 2025

Elementary School Teachers’ Perspectives On Project-Based Learning Implementation In Commonwealth Of The Northern Mariana Islands, Xiao Tang

Walden Dissertations and Doctoral Studies

Elementary schools play an essential role in equipping students with 21st-century skills. Project-based learning (PBL) is a student-centered instructional approach that is associated with the development of these skills, yet PBL implementation in elementary schools is not well understood in Saipan, the Commonwealth of the Northern Mariana Islands (CNMI). The research problem addressed in this study was a lack of understanding of elementary teachers’ practices in implementing PBL in Saipan. Guided by constructivist theory, the purpose of this qualitative study was to examine elementary school teachers’ perspectives on the benefits of PBL, the ease or difficulty when implementing PBL, the …


Embodied Encounters With Plankton: Ground Truth Methods As Sites For Human-Ocean Entanglement, Clarissa Chevalier Dec 2025

Embodied Encounters With Plankton: Ground Truth Methods As Sites For Human-Ocean Entanglement, Clarissa Chevalier

Study of Women, Gender, & Sexuality: Faculty Publications

This article examines shifting methods of plankton research within contemporary oceanography through direct participatory engagement on a ten-day research cruise off the Santa Lucia Escarp- ment in February 2025. As a feminist visual science studies researcher, I reflect on how seasick- ness, sensory immersion, and embodied participation shaped my experience of plankton sampling and reveal the entanglement of oceanographic knowledge with its contexts. While remote sensing technologies – such as satellites, digital twins, and remotely operated vehicles – are increasingly shaping oceanography and producing intensified modes of ocean quantification, I argue that tactile, physical sampling methods remain indispensable in plankton …


From Feedback To Insight: Using Hierarchical Clustering Analysis To Identify And Analyze Feedback Dimensions In Online Courses, Reagan R. Siggard Dec 2025

From Feedback To Insight: Using Hierarchical Clustering Analysis To Identify And Analyze Feedback Dimensions In Online Courses, Reagan R. Siggard

All Graduate Theses and Dissertations, Fall 2023 to Present

The demand for online courses continues to increase, as do the critiques of their effectiveness. Studies have found that peer interactions positively impact the online course experience and that peers can offer feedback to each other at the instructor's level with proper guidance. To help understand this feedback, researchers have identified feedback dimensions. Most feedback dimensions have been created through inductive coding, not exploratory data analysis approaches. This study sought to identify those feedback dimensions that perhaps had been missed or were highly associated with those already existing in the literature, hoping to inform research and practice to improve the …


Utilizing Diatoms In Wastewater Treatment For Pollutant Removal, Ceaira D. Howard Dec 2025

Utilizing Diatoms In Wastewater Treatment For Pollutant Removal, Ceaira D. Howard

All Graduate Theses and Dissertations, Fall 2023 to Present

Wastewater treatment systems are increasingly challenged by a complex mix of pollutants including excess nutrients, organic dyes, and persistent chemicals like per- and polyfluoroalkyl substances (PFAS). Conventional treatment technologies often struggle to effectively and affordably remove these contaminants. This study explores the use of two diatom species, Phaeodactylum tricornutum and Navicula cryptocephala var. veneta, both single-celled microalgae with silica-based cell walls, as an environmentally sustainable approach to tertiary wastewater treatment. Diatoms offer dual functionality through surface adsorption properties and metabolic flexibilities, making them promising candidates for integrated treatment strategies.

To test the trophic flexibilities of diatoms, P. tricornutum was …


A Software Framework For Translating Onnx Models Onto The Lace-C3a Hardware, Shawn Jones Dec 2025

A Software Framework For Translating Onnx Models Onto The Lace-C3a Hardware, Shawn Jones

All Graduate Theses and Dissertations, Fall 2023 to Present

Modern computers are powerful, but they are not always efficient enough for small, low power systems like those used on satellites and scientific instruments. To solve this problem, engineers often turn to FPGAs—reconfigurable computer chips that can be customized to run specific tasks much faster and with far less energy than ordinary processors. However, finding the best possible design for an FPGA program is extremely difficult because there are millions of ways a design could be built, and only a small fraction of them actually perform well.

This thesis presents SNOW, a new framework that helps automate the search for …


Lace Network Firmware: A Polarfire Fpga Network For Data Routing And Command Interfacing In Space Applications, Kade C. Howes Dec 2025

Lace Network Firmware: A Polarfire Fpga Network For Data Routing And Command Interfacing In Space Applications, Kade C. Howes

All Graduate Theses and Dissertations, Fall 2023 to Present

Modern small spacecraft rely on powerful yet efficient onboard compute devices to process data from sensors in real-time due to tight power and volume constraints. This work explores a new compute device system built from PolarFire Field-Programmable Gate Arrays (FPGAs), which are power-efficient, reprogrammable chips well-suited for space applications. The system connects via a central controller FPGA with one or multiple companion processing FPGAs, allowing sensor data to be quickly received and shared across the network. Standardized data formats and interfaces increase compatibility with spacecraft computers. By simplifying data handling and using high-speed communication links, this architecture makes it easier …


An Investigation Of Paleoclimate Through A Sedimentological Lens In The Gulf Of Mexico And Western North Pacific, Sarah Monica Dec 2025

An Investigation Of Paleoclimate Through A Sedimentological Lens In The Gulf Of Mexico And Western North Pacific, Sarah Monica

Dissertations

This dissertation explores the use of sediment cores as proxy data for the reconstruction of paleoclimatic and environmental conditions. Human-caused climate change is leading to dramatic shifts in the global climate. As the instrumental record of climate is relatively short compared to the amount of time Earth has experienced weather, this work aims to extend our knowledge of climate beyond the instrumental record, thereby improving our holistic understanding of the climate system. In Chapter one, sediment cores from the central Texas inner shelf are used to produce a record of intense tropical cyclone (TC) activity over a ~4500-year period. X-Ray …


Evaluation Of The Suitability Of Tomato (Solanum Lycopersicum L.) Accessions Grown In A Vertical Container System, Darel Kenth S. Antesco, Lourdes Edano Ma., Renerio Gentallan Jr, Roselyn F. Paelmo, Annalissa L. Aquino Dec 2025

Evaluation Of The Suitability Of Tomato (Solanum Lycopersicum L.) Accessions Grown In A Vertical Container System, Darel Kenth S. Antesco, Lourdes Edano Ma., Renerio Gentallan Jr, Roselyn F. Paelmo, Annalissa L. Aquino

The Philippine Agricultural Scientist

Growing tomatoes in vertical container systems such as hanging pots presents a promising production system for urban gardening. However, horticultural selections of tomato with traits suited for this system are still limited. The success of different genotypes grown in this system depends on the combination of morphological characters, including plant form, vegetative growth, and root development, as well as yield. This study assessed the morphological characters of 10 tomato accessions to identify those with ideal traits for this system. Results showed that some accessions possess unique traits that enhance their performance in hanging pots. Among the 10 accessions, T2 from …


Gastropod Assemblage And Biofilm Abundance On Rocky Shores Of Southern Antique, Panay, Philippines, Mia Jane D. Geneblaza, Karen A. Villarta-Lane Dec 2025

Gastropod Assemblage And Biofilm Abundance On Rocky Shores Of Southern Antique, Panay, Philippines, Mia Jane D. Geneblaza, Karen A. Villarta-Lane

The Philippine Agricultural Scientist

The gastropod assemblage and biofilm abundance, measured as chlorophyll a levels, were examined at 3 rocky shore sites in southern Antique, Panay, Philippines, in February 2024 to address significant gaps in current knowledge and help better understand the ecological dynamics of rocky intertidal zones. A total of 14 families comprising 22 genera and 31 species were identified from the area. The family Littorinidae was the most speciesrich, comprising 9 species. Among these, the scabra periwinkle Littoraria scabra (Philippi 1846) was the most abundant, comprising on average 50.17% of the total abundance across sites. Other identified gastropod families included Muricidae (5 …


Non-Target Organisms And Terrestrial Arthropod Biodiversity In The Corn Agroecosystem: Bt Corn Beyond Acb Pest Management [Review Article], Ireneo L. Lit Jr., Merdelyn T. Caasi-Lit, Kristine O. Abenis Dec 2025

Non-Target Organisms And Terrestrial Arthropod Biodiversity In The Corn Agroecosystem: Bt Corn Beyond Acb Pest Management [Review Article], Ireneo L. Lit Jr., Merdelyn T. Caasi-Lit, Kristine O. Abenis

The Philippine Agricultural Scientist

Assessments of risks of modern biotechnology products to non-target organisms (NTOs) are required before a product can be registered and allowed for commercial production. For Bt-engineered plants, data from such studies become part of environmental risk or impact assessments that are reviewed before a hybrid can be registered and allowed for commercial planting. The approaches and methods vary among countries and researchers. Consequently, the choice of species and groups of organisms or guilds that are monitored or studied may range from narrow to broad and encompassing. The inevitability of adverse changes in agroecosystems, including those that involve the corn crop, …