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Harikesh Singh; Li-Minn Ang; Dipak Paudyal; Mauricio Acuna; Prashant Kumar Srivastava; Sanjeev Kumar Srivastava – Technology, Knowledge and Learning, 2025
Wildfires pose significant environmental threats in Australia, impacting ecosystems, human lives, and property. This review article provides a comprehensive analysis of various empirical and dynamic wildfire simulators alongside machine learning (ML) techniques employed for wildfire prediction in Australia. The study examines the effectiveness of…
Descriptors: Artificial Intelligence, Computer Software, Computer Simulation, Prediction
Pinar Bozca; Eylem Yalçinkaya Önder – Journal of Educational Research and Practice, 2024
This research explores the perceptions of preservice teachers in Turkey in terms of their preparedness for various disasters, including epidemics, earthquakes, fires, and floods, all of which have profound social and economic impacts on education. Using a descriptive survey model, the study examined the responses of 512 preservice teachers at a…
Descriptors: Preservice Teachers, Student Attitudes, Readiness, Natural Disasters
Timo Savolainen; Kaisa Airo; Tuuli Jylhä – Quality Assurance in Education: An International Perspective, 2024
Purpose: The overall quality of education may be compromised due to the limited availability of safety and security (S&S) courses in professional teacher education. The purpose of this paper is to identify the main safety-related training needs of a higher education institution, which may provide insights for improving the quality of education…
Descriptors: Foreign Countries, Risk Management, Crime Prevention, Violence
Saskia Eschenbacher – Studies in Continuing Education, 2024
The emergency industry has always been an important and challenging profession. Paramedics and firefighters are exposed on a daily basis to potentially traumatic situations with some of what they experience leading to transformations, changing them deeply and fundamentally. These transformative experiences (Paul [2016]. "Transformative…
Descriptors: Transformative Learning, Workplace Learning, Emergency Programs, Industry

Zirong Chen; Elizabeth Chason; Noah Mladenovski; Erin Wilson; Kristin Mullen; Stephen Martini; Meiyi Ma – Grantee Submission, 2025
Emergency response services are vital for enhancing public safety by safeguarding the environment, property, and human lives. As frontline members of these services, 9-1-1 dispatchers have a direct impact on response times and the overall effectiveness of emergency operations. However, traditional dispatcher training methods, which rely on…
Descriptors: Computational Linguistics, Cues, Emergency Programs, Safety