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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
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Mary Rodriguez; Kim E. Dooley; T. Grady Roberts – Journal of Experiential Education, 2024
Background: College students need the ability to generalize and apply solutions through reflective practice. University faculty need professional development to use authentic cases to prepare students for the future. Purpose: This study was to explore the experiences of faculty through a year-long professional development program that included a…
Descriptors: Phenomenology, Experiential Learning, Reflection, Generalization
Myungsoo Yoo – ProQuest LLC, 2024
Spatio-temporal processes are ubiquitous and prevalent across disciplines. Understanding the mechanisms underlying processes and integrating this information into models is of great interest, as it can improve forecasting accuracy and align with scientific motivation. Examples of such models include Partial Differential Equation (PDE) Models or…
Descriptors: Physics, Teaching Methods, Spatial Ability, Accuracy
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Punckt, Christian; Bodega, Pablo S.; Kaira, Prabha; Rotermund, Harm H. – Journal of Chemical Education, 2015
Wildfires lead to the loss of life and property in many parts of the world. Understanding their dangers and, more particularly, the underlying dynamics which lead to fires of catastrophic scale contributes to better awareness as well as prevention and firefighting capabilities within the affected areas. In order to enable a basic understanding of…
Descriptors: Models, Scientific Concepts, Scientific Literacy, Scientific Principles