Recent advances in explainable Machine Learning models for wildfire prediction

Climate change has caused increasingly frequent occurrences of forest fires around the world. Machine Learning (ML) and Artificial Intelligence models have emerged to predict both the onset of wildfires and evaluate the extent of damage a wildfire would cause. However, understanding what factors lea...

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Vydané v:	Applied computing and geosciences Ročník 27; s. 100266
Hlavní autori:	Sengupta, Abira, Woodford, Brendon J.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.09.2025 Elsevier
Predmet:	Explainable artificial intelligence Forest fires Hyper-parameter optimisation Machine learning SHAP values Explainable artificial intelligence Hyper-parameter optimisation SHAP values Forest fires Machine learning
ISSN:	2590-1974, 2590-1974
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