crossrefFire2026-05-15
Machine Learning and Deep Learning for Wildfire Prediction: A Systematic and Bibliometric Review of Methods, Data Practices, and Reproducibility (2020–2025)
Kevin Manuel Galván Lara, Yosune Miquelajauregui, Luis Fernando Enriquez Ocaña, Alf Enrique Meling-López, Christoph Neger, John Abatzoglou, et al.
Wildfire prediction using machine learning (ML) and deep learning (DL) has expanded rapidly, yet synthesis regarding algorithmic configurations, data practices, and transparency remains limited. This systematic review characterizes ML/DL applications in wildfire prediction (2020–…