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Evaluating Donor Site Recovery Following Halodule Wrightii Harvest For Restoration In Northwest Florida, Katie M. Konchar, Becca A. Hatchell, Colin P. Shea, Bradley T. Furman, Kent Smith Jan 2026

Evaluating Donor Site Recovery Following Halodule Wrightii Harvest For Restoration In Northwest Florida, Katie M. Konchar, Becca A. Hatchell, Colin P. Shea, Bradley T. Furman, Kent Smith

Gulf and Caribbean Research

Bare‑root harvesting of Halodule wrightii is widely used to supply donor material for seagrass restoration, yet the capacity of donor meadows to recover in near‑temperate systems remains poorly documented. We evaluated donor‑site recovery following bare‑root harvesting in St. Andrew Bay, northwest Florida—an estuary at the northern extent of Tropical Atlantic Bioregion 2 where H. wrightii exhibits strong seasonal senescence and a shortened growing season. Thirty harvest impact sites were monitored for 388 days to quantify changes in shoot density, percent frequency, and sediment elevation relative to nearby reference conditions. Shoot density and percent frequency at harvested sites converged with reference …


Pafex: Compiler-Based Floating-Point Exception Detection For Gpu Kernels With Papispecific Software-Defined Events, Samin Islam, Shirley V. Moore, Christoph Q. Lauter Jan 2026

Pafex: Compiler-Based Floating-Point Exception Detection For Gpu Kernels With Papispecific Software-Defined Events, Samin Islam, Shirley V. Moore, Christoph Q. Lauter

Graduate Student Papers (CS)

As high-performance computing becomes progressively heterogeneous, the dependence upon vendor specific tools for numerical correctness has become an impediment to portability. Although modern GPUs comply with the IEEE 754 standard, the lack of practical native hardware support to raise and handle exceptions (special values like ±∞ or NaN) is a well-known architectural limitation. To embed portable numerical correctness across heterogeneous systems, we propose an architecture agnostic prototype based on LLVM-compiler infrastructure. This framework detects floating-point exceptions in GPU kernels at the Intermediate Representation (IR) level, instrumenting both device code and host code, strictly complying with the 2019 IEEE 754 standard. …


Advancing Food Equity Through Explainable Ai (Xai): Identifying Place-Based Factors And Conditions Of Food Security, Leslie Hoglund, Hyoshin Park Jan 2026

Advancing Food Equity Through Explainable Ai (Xai): Identifying Place-Based Factors And Conditions Of Food Security, Leslie Hoglund, Hyoshin Park

Health Behavior, Policy & Management Faculty Publications

Food behaviors, food security, and their association with socioeconomic factors constitute a critical area of study with implications for public health, economic stability, and social equity. Understanding these relationships are essential for developing effective policies and interventions that promote sustainable, healthy food systems and greater food equity. This paper employs explainable artificial intelligence (XAI) methods to identify key features influencing household food behaviors. The insights gained from the XAI analysis are further utilized in conjunction with inverse reinforcement learning (IRL) to examine expert behaviors related to eating habits satisfaction. The XAI results reveal that household health conditions, spending patterns, and …


Niu Working Papers 2025 - 2026, Northern Illinois University Jan 2026

Niu Working Papers 2025 - 2026, Northern Illinois University

Working Papers

No abstract provided.


A Scholarly Exploration Of Teaching Strategies For Learning About Pediatric Sleep, Laura J. Carpenter, Amanda M. Buono Jan 2026

A Scholarly Exploration Of Teaching Strategies For Learning About Pediatric Sleep, Laura J. Carpenter, Amanda M. Buono

Journal of Occupational Therapy Education

The occupation of sleep is an area of occupational therapy practice for which many practitioners report a lack of confidence and/or knowledge to properly address. The current study addresses this concern by studying the effects of a learning module on students’ confidence and knowledge to address pediatric sleep. The study used a pre-test, post-test non-experimental design and collected survey responses from 48 entry-level occupational therapy students in three different programs. The lecture portion of the module included content about both assessing and intervening, while the case study emphasized intervention-planning only. Results indicated significant gains in knowledge overall (z = …


Faculty Perceptions Of Using Technology For Virtual Debriefing, Kelly Layne, Deanne Otto, Elisabeth Mcgee Jan 2026

Faculty Perceptions Of Using Technology For Virtual Debriefing, Kelly Layne, Deanne Otto, Elisabeth Mcgee

Journal of Occupational Therapy Education

Face-to-face simulation and debriefing have been widely used and researched in occupational therapy and physical therapy education to provide students with authentic learning experiences. However, technology acceptance of virtual debriefing has not been studied with occupational therapy and physical therapy faculty. This is an important area of study, as the use of technology to facilitate virtual debriefing became more common during the COVID-19 pandemic and has continued to increase in use post-pandemic. The purpose of this basic qualitative study was to explore faculty perceptions of using technology to facilitate virtual debriefing in graduate occupational therapy and physical therapy programs. The …


Recalibrating Readiness: Pandemic Impact On Ot Admissions, Bridget J. Hahn, Kajol Patel, Jacquelyn A. Siegel, Jessica Rappaport, Michelle Mcfall-Johnsen, Kia A. Burks Jan 2026

Recalibrating Readiness: Pandemic Impact On Ot Admissions, Bridget J. Hahn, Kajol Patel, Jacquelyn A. Siegel, Jessica Rappaport, Michelle Mcfall-Johnsen, Kia A. Burks

Journal of Occupational Therapy Education

This study explored shifts in occupational therapy applicant characteristics across two distinct time periods: pre- and post-COVID-19, while also describing admissions policy changes implemented by an urban Midwestern Occupational Therapy Doctorate (OTD) program. Retrospective data from admissions records from 917 applicants (2017 – 2024) were grouped into pre-COVID (2017 – 2020) and post-COVID (2021 – 2024). Academic, pre-professional, interview, and underrepresented minority (URM) status was compared using independent t-tests and chi-square analyses. Cumulative grade point average (GPA) and research experience increased post-pandemic, while pre-professional experience and interview performance declined. The proportion of URM applicants rose significantly from 8.1% pre-COVID to …


Faculty Perceptions Of Active Learning In Occupational Therapy Education: Strategies Utilized, Feasibility, And Student Outcomes, Heidi N. Robertson, Erin Westover Jan 2026

Faculty Perceptions Of Active Learning In Occupational Therapy Education: Strategies Utilized, Feasibility, And Student Outcomes, Heidi N. Robertson, Erin Westover

Journal of Occupational Therapy Education

This study utilized a concurrent mixed-methods approach using an online survey to examine occupational therapy and occupational therapy assistant faculty members' knowledge and use of active learning strategies, perceived barriers, and perceptions of student engagement and learning outcomes. The investigators developed a survey, including 22 closed and open-ended questions, capturing demographics, knowledge, barriers, strategy use, and student outcomes. Quantitative data analysis employed descriptive statistics, indicating that knowledge of active learning was most frequently gained through on-the-job experience. Findings also revealed differences in strategy use across course types: active learning was used more frequently in practice-based courses and less frequently in …


Assessing Supports And Barriers To Equitable Participation In Occupational Therapy Fieldwork For Students From Minoritized Backgrounds: A Mixed Methods Analysis, Kristin M. Nxumalo, Coalition Of Occupational Therapy Advocates For Diversity Cotad, Alexia Rebne, Janis Yue, Ryan Thomure, Ricardo D. Ramirez Jan 2026

Assessing Supports And Barriers To Equitable Participation In Occupational Therapy Fieldwork For Students From Minoritized Backgrounds: A Mixed Methods Analysis, Kristin M. Nxumalo, Coalition Of Occupational Therapy Advocates For Diversity Cotad, Alexia Rebne, Janis Yue, Ryan Thomure, Ricardo D. Ramirez

Journal of Occupational Therapy Education

Fieldwork experiences in occupational therapy (OT) and occupational therapy assistant (OTA) education introduce students to novel environments that they must successfully navigate. When examining the experiences of OT and OTA students from minoritized backgrounds, it is critical to understand their fieldwork experiences so that fieldwork educators and partners can create inclusive, supportive environments that promote success for all students. Within this study, a needs assessment was conducted to explore factors that impacted the OT and OTA fieldwork experiences of students from minoritized backgrounds. Using a mixed methods design, a cross-sectional survey was completed by non-faculty OT practitioners (n=48), Academic Fieldwork …


Primitive Reflex Integration Training For Occupational Therapy Students In India, Nalini Sripall, Samuel K. Durairaj, Arun Kumar, Suja A. Chandrasekaran Jan 2026

Primitive Reflex Integration Training For Occupational Therapy Students In India, Nalini Sripall, Samuel K. Durairaj, Arun Kumar, Suja A. Chandrasekaran

Journal of Occupational Therapy Education

Primitive Reflex Integration (PRI) is an important intervention for occupational therapists for the treatment of neurological, motor, and sensory processing issues in children. The topic is clinically relevant, yet there is scarce formal education available on the subject for occupational therapists in India. A needs assessment survey was developed and implemented to better understand the knowledge related to PRI of 40 postgraduate occupational therapy students in India. The needs assessment showed that most of the students were aware of PRI but were not consistently using PRI techniques to treat retained primitive reflexes. The participants also noted barriers, such as a …


Virtual Reality’S Impact On Occupational Therapy Student Confidence And Fieldwork Performance, Kayla Collins, Kirsten Davin, Marian Gillard Jan 2026

Virtual Reality’S Impact On Occupational Therapy Student Confidence And Fieldwork Performance, Kayla Collins, Kirsten Davin, Marian Gillard

Journal of Occupational Therapy Education

Occupational therapy students often experience confidence gaps as they transition from academic preparation to real-world practice settings. This quasi-experimental study investigated whether the integration of immersive virtual reality (VR) simulations into the didactic portion of an Occupational Therapy Doctoral (OTD) program affected student confidence and subsequent Level II fieldwork performance. Data from 65 students across three cohorts were analyzed using the Student Confidence Questionnaire (SCQ) and the Fieldwork Performance Evaluation (FWPE). While no significant differences were observed in total confidence or fieldwork scores, students who completed VR simulations reported significantly higher confidence in five subdomains: adaptability, risk-taking, supervision, clinical practice, …


Hands-On: Integrating Active Learning Into An Upper Extremity Occupational Therapy Elective, Jennifer Radziak, Katie Jones, Kelsey Picha Jan 2026

Hands-On: Integrating Active Learning Into An Upper Extremity Occupational Therapy Elective, Jennifer Radziak, Katie Jones, Kelsey Picha

Journal of Occupational Therapy Education

In an effort to provide students with advanced clinical practice skills, several occupational therapy elective courses were developed. The current article describes an educational innovation that involved an in-person elective course for graduate second year Master of Science in Occupational Therapy students that focused on the upper extremity. The course was team-taught, promoted active learning, and used unique activities to engage students in the learning process. Relevant evidence-based practice literature and clinical guidelines were incorporated into the course to teach students about the treatment of upper extremity conditions. The active learning strategies implemented in the course included fresh donor dissection, …


N Y State Dent J August-September 2026 Jan 2026

N Y State Dent J August-September 2026

The New York State Dental Journal

In the August/September 2026 issue, the reader will find the following feature articles:

  • Prevalence of Acute Periapical Abscesses in Cannabis Users
  • Odontogenic Myxoma in Maxilla
  • A Systematic Review of Recommendations for Asynchronous Teledentistry

This issue includes regular columns with regional news impacting the New York membership including editorial and perspectives columns, legal, association activities, component news, continuing education opportunities, and classifieds.


Expanding Astrobiology: The Case For A Lunar Biorepository, Mary Hagedorn, Lynne R. Parenti, Robert A. Craddock, Pierre Comizzoli, Paula Mabee, Bonnie Meinke, Susan Wolf, John C. Bischof, Rebecca D. Sandlin, Shannon N. Tessier, Mahmet Toner, Baptiste Journaux, Robert Ambrose, Garret Fitzpatrick Jan 2026

Expanding Astrobiology: The Case For A Lunar Biorepository, Mary Hagedorn, Lynne R. Parenti, Robert A. Craddock, Pierre Comizzoli, Paula Mabee, Bonnie Meinke, Susan Wolf, John C. Bischof, Rebecca D. Sandlin, Shannon N. Tessier, Mahmet Toner, Baptiste Journaux, Robert Ambrose, Garret Fitzpatrick

Articles

Earth’s resources are essential to support an expanding presence beyond the planet. Yet global conflicts, environmental change, and natural disasters threaten ecosystems and biodiversity, putting the integrity of Earth’s ecosystems and its resources at risk. These converging challenges underscore the urgency to develop innovative strategies to conserve Earth’s biodiversity. Astrobiology—seeking to understand life’s origins, limits, and potential beyond Earth—plays a central role in this effort, helping to preserve Earth’s species while also providing critical assets to explore and work in space. A Lunar Biorepository was proposed to hold cryopreserved samples from among the most critical species on Earth. Here, we …


Stability Of Brown Carbon And Lipid Monolayers At The Air-Water Interface, Maaike Snider Jan 2026

Stability Of Brown Carbon And Lipid Monolayers At The Air-Water Interface, Maaike Snider

Student Scholarship

No abstract provided.


Integrating Web-Gis And Inquiry Learning To Enhance Spatial Thinking In Geography Learning, Nyokro Mukti Wijaya, Meri Herlina, Sugeng Widodo, Suhendro Suhendro Jan 2026

Integrating Web-Gis And Inquiry Learning To Enhance Spatial Thinking In Geography Learning, Nyokro Mukti Wijaya, Meri Herlina, Sugeng Widodo, Suhendro Suhendro

Journal of Educational Technology Development and Exchange (JETDE)

This study investigates the impact of integrating Web-GIS with Inquiry Learning on secondary school students’ spatial thinking skills. A 2×2 factorial experimental design was employed with 116 eleventh-grade students from SMA Negeri 13 Bandar Lampung, divided into four treatment groups: direct instruction with printed maps, direct instruction with Web-GIS, inquiry learning with printed maps, and inquiry learning with Web-GIS. The Spatial Thinking Ability Test (STAT), a widely validated international instrument, was used to measure outcomes. Data were analysed using two-way ANOVA. The findings indicate that the learning media had a significant effect, with Web-GIS outperforming printed maps, whereas learning strategies …


Virtual Reality And Creativity In Visual Art Education: The Mediating Role Of Exploration Within A Project-Based Learning Framework, Lidan He, Shaharuddin Bin Md Salleh Jan 2026

Virtual Reality And Creativity In Visual Art Education: The Mediating Role Of Exploration Within A Project-Based Learning Framework, Lidan He, Shaharuddin Bin Md Salleh

Journal of Educational Technology Development and Exchange (JETDE)

Virtual reality (VR) is increasingly integrated into creative education for immersive, interactive learning. While prior research confirms VR’s potential to enhance learning outcomes, its support for creativity remains underexplored. This study examines whether exploration mediates the relationship between VR use and creative performance within a project-based learning framework. A quasi-experimental study was conducted with 80 second-year visual art students, who were allocated by intact sections to either a VR–PBL group or a traditional PBL group. Over four weeks, students completed an illustration-based design project. Creative performance was rated by experts, and exploratory behavior was measured using the Experiential Learning Survey, …


Developing A Serious Game-Based Platform To Support Programming Learning, Noven Indra Prasetya, Nia Saurina, Arief Ardiansyah Jan 2026

Developing A Serious Game-Based Platform To Support Programming Learning, Noven Indra Prasetya, Nia Saurina, Arief Ardiansyah

Journal of Educational Technology Development and Exchange (JETDE)

Programming learning, especially among informatics students, faces significant challenges related to understanding concepts and syntax, as well as low engagement in programming courses. To address these issues, this research developed DolananCoding, a serious game-based learning platform specifically designed for C++ programming learning. The platform integrates a live coding feature, enabling students to write code directly, along with a leaderboard to motivate them through healthy competition. The immersive concept in DolananCoding is designed to provide an interactive and enjoyable learning experience, aiming to enhance students’ engagement, motivation, and learning outcomes in C++ programming. This research aims to test the effectiveness of …


Large Language Model-Based Automated Item Generation In Stem Assessments: Historical Mapping And A Scoping Review Of Empirical Studies, Moses Oluoke Omopekunola Jan 2026

Large Language Model-Based Automated Item Generation In Stem Assessments: Historical Mapping And A Scoping Review Of Empirical Studies, Moses Oluoke Omopekunola

Journal of Educational Technology Development and Exchange (JETDE)

Educational assessments, from low-stakes classroom tests to high-stakes national examinations, require item pools that are valid, fair, and secure. Automated Item Generation (AIG) aims to efficiently produce large pools of calibrated test items. This paper adopts a two-part design: (1) a brief historical mapping situating LLM-based AIG within the broader AIG trajectory; and (2) a scoping review of empirical studies on LLM-based AIG for STEM assessments, published between January 2022 and January 2026. A structured search of ERIC, Lens and OpenAlex yielded 1,267 records; after deduplication and screening, 7 studies were retained for synthesis. In all studies, LLMs were primarily …


Digital Transformation And Artificial Intelligence In Education In Vietnam: A Bibliometric And Systematic Review, Minh-Anh Thi Nguyen, Van-Quynh Ha Jan 2026

Digital Transformation And Artificial Intelligence In Education In Vietnam: A Bibliometric And Systematic Review, Minh-Anh Thi Nguyen, Van-Quynh Ha

Journal of Educational Technology Development and Exchange (JETDE)

Globally, digital transformation (DT) is reshaping education through data-driven innovation, artificial intelligence (AI), and emerging learning technologies. These transformative forces are influencing not only instructional methods but also governance, equity, and sustainability in education. Within this context, the study provides a comprehensive review of DT and AI in Vietnam’s education sector. Combining bibliometric mapping with a systematic content analysis, it synthesizes recent scholarly developments to reveal key research trends, methodological orientations, and conceptual structures. Five thematic clusters are identified, including digital competence, institutional transformation strategies, AI literacy, and learner engagement, potentially reflecting a shift from institutional readiness toward learner-centered innovation. …


Coding, Machine Learning, And Game Engines In Initial Teacher Training, Sara Redondo-Duarte, José Manuel Sáez-López Jan 2026

Coding, Machine Learning, And Game Engines In Initial Teacher Training, Sara Redondo-Duarte, José Manuel Sáez-López

Journal of Educational Technology Development and Exchange (JETDE)

This study evaluated the integration of coding, visual block programming, game engines, and machine learning (ML) modeling in initial teacher education. The aim was to examine the feasibility of this instructional approach and its association with pre-service teachers’ computational knowledge and attitudes toward programming and artificial intelligence (AI). A one-group pretest-posttest design was implemented with 129 undergraduate students enrolled in Primary Education degree programs at two public universities in Spain. Knowledge of computational concepts was assessed with a 10-item test analyzed using a paired-samples Student’s t-test, while attitudes toward programming and ML were evaluated with two Likert scales analyzed using …


Sovereign Cat Bonds: Evaluating Issuance, Matthew Sharretts Jan 2026

Sovereign Cat Bonds: Evaluating Issuance, Matthew Sharretts

CISLA Senior Integrative Projects

No abstract provided.


Overcoming Egfr-Mediated Dendritic Cell Dysfunction To Enhance Anti-Tumor Immunity In Egfr-Mutant Nsclc By Precisely Targeting Cd73 With Ph-Responsive Nanocarriers., Xiaoling Shang, Xudong Geng, Zixu Wang, Shumin Yuan, Shanshan Ding, Ni Liu, Xinchun Ma, Xuan Sun, Huimin Wang, Ying Sun, Xun Qu, Guangwen Ren, Yong Qiang Li, Xiuwen Wang, Yanguo Liu Jan 2026

Overcoming Egfr-Mediated Dendritic Cell Dysfunction To Enhance Anti-Tumor Immunity In Egfr-Mutant Nsclc By Precisely Targeting Cd73 With Ph-Responsive Nanocarriers., Xiaoling Shang, Xudong Geng, Zixu Wang, Shumin Yuan, Shanshan Ding, Ni Liu, Xinchun Ma, Xuan Sun, Huimin Wang, Ying Sun, Xun Qu, Guangwen Ren, Yong Qiang Li, Xiuwen Wang, Yanguo Liu

Faculty Research 2026

EGFR mutations remain a major challenge in immunotherapy for non-small cell lung cancer (NSCLC), with poor responses to immune checkpoint inhibitors driven by mechanisms associated with EGFR mutation-mediated tumor microenvironment (TME) modulation. This study reveals that EGFR mutations prominently impaired dendritic cell (DC) maturation, disrupting their capacity to effectively prime CD8+ T cells and thereby compromising anti-tumor immune responses. By application of clinical specimen analyses, multi-omics approaches, and in vivo mouse models, this work demonstrates that EGFR mutations elicited adenosine production through the ERK/c-Jun signaling axis in tumor cells, establishing an immunosuppressive TME that impeded maturation and antigen presentation of …


Growth And Development Of Lettuce And Mizuna Under Urrm-Representative Conditions, Claudia Garrido-Ruiz, Bruce Bugbee, Juan D. González-Teruel, Alexandra Cartwright, Scott B. Jones Jan 2026

Growth And Development Of Lettuce And Mizuna Under Urrm-Representative Conditions, Claudia Garrido-Ruiz, Bruce Bugbee, Juan D. González-Teruel, Alexandra Cartwright, Scott B. Jones

NASA

The Utah Reusable Root Module (URRM) is a zero-discharge plant growth system under development for operation in microgravity aboard the International Space Station. Qualification of the URRM requires defining expected crop performance under representative operating conditions to evaluate nominal biological behavior. This study presents experimental results documenting the growth of mizuna (Brassica rapa var. japonica) and Outredgeous lettuce (Lactuca sativa L.) under URRM-representative conditions defined by the use of a silicone rubber fringe top cover for root-zone containment. 

Ground-based experiments were conducted using the Greenhouse System, URRM Simulator – Replicate 1, and URRM Simulator – Replicate 2, …


Research Support Newsletter (Winter 2026), Elizabeth D'Angel Jan 2026

Research Support Newsletter (Winter 2026), Elizabeth D'Angel

The AC's Research Support Newsletter (Formerly AISR Connections)

Sections

  • New Resources & Updates 
  • Research Support & Data Management
  • Grants & Funding Opportunities
  • Writing & Publishing Support
  • Design & Presentation Tools
  • Research Integrity
  • Research Workshops


Why Do Communities Build Bridges? Social Studies: 5e Model Inquiry Lesson Plan, Ryanna Thorson Jan 2026

Why Do Communities Build Bridges? Social Studies: 5e Model Inquiry Lesson Plan, Ryanna Thorson

OER Materials

This lesson plan presents a 5E inquiry-based social studies lesson designed for 5th-grade students to explore the compelling question, “How does a bridge change a community?” Through the analysis of primary sources (including historical photographs, maps, engineering diagrams), students investigate how bridges influence transportation, access, safety, and community development. The lesson integrates vocabulary supports, structured observation, and literacy connections to help students evaluate the significance of human-made structures in shaping community life. Grounded in constructivist learning theory, this word demonstrates how inquiry and evidence-based reasoning can deepen students’ understanding of social studies concepts.


2025-2026 Common Data Set, Southwestern Oklahoma State University Jan 2026

2025-2026 Common Data Set, Southwestern Oklahoma State University

Common Data Sets

This document contains data compiled by the SWOSU Office of Institutional Research for the 2025-2026 academic year.


From Copper To Ashes: Violations Of The Right To A Healthy Environment And Health In Tsumeb, Namibia, Sarah Dávila A. Jan 2026

From Copper To Ashes: Violations Of The Right To A Healthy Environment And Health In Tsumeb, Namibia, Sarah Dávila A.

UIC Law Open Access Faculty Scholarship

No abstract provided.


Unveiling Microplastic Removal And Characteristics In Wastewater From Two Municipal Wastewater Treatment Facilities In Indonesia, Nurul Setiadewi, Prayatni Soewondo, Cynthia Henny Jan 2026

Unveiling Microplastic Removal And Characteristics In Wastewater From Two Municipal Wastewater Treatment Facilities In Indonesia, Nurul Setiadewi, Prayatni Soewondo, Cynthia Henny

Applied Environmental Research

Wastewater treatment plants (WWTPs) are considered an entrance pathways for microplastic (MP) pollution in aquatic environments. This study reveals the removal and characteristics of MPs in wastewater from two municipal WWTPs in Indonesia. The influent contained 17.1 ± 5.65 particles L-1 (WWTP A) and 15.45 ± 4.31 particles L-1 (WWTP B), whereas the effluent contained 1.41 ± 0.01 and 1.5 ± 0.16 particles L-1. The removal efficiency was 91.75% for WWTP A and 90.32% for WWTP B, with no statistically significant difference (p > 0.05). WWTP A employed advanced treatment units, whereas WWTP B used a conventional pond-based system. MPs were …


Assessment Of The Influence Of Human Activities On The Occurrence Of Forest Fires In Thailand Via Multiple Linear Regression (Mlr), Sittipong Ruktamatakul, Jirarat Insuk, Benjaporn Pinwongpet, Sarisa Ruktametakul, Pornpis Yimprayoon Jan 2026

Assessment Of The Influence Of Human Activities On The Occurrence Of Forest Fires In Thailand Via Multiple Linear Regression (Mlr), Sittipong Ruktamatakul, Jirarat Insuk, Benjaporn Pinwongpet, Sarisa Ruktametakul, Pornpis Yimprayoon

Applied Environmental Research

Forest fires represent one of the most critical environmental challenges in Thailand, with impacts varying depending on forest type, fuel characteristics, terrain conditions, fire intensity, and the frequency of fire occurrence on the same landscape. While forest fires can contribute to ecosystem degradation, biodiversity loss, and the depletion of natural resources, such effects are not uniformly severe across all forest ecosystems. Understanding the human-induced factors contributing to forest fire occurrence is crucial for developing effective prevention strategies and promoting sustainable forest management. This study aimed to identify the anthropogenic factors influencing forest fire areas in Thailand via multiple linear regression …