Prediction of wildfire rate of spread in grasslands using machine learning methods

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

Computing, Computer Science, Data Science +12

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

Computing, Computer Science, Data Science +16

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

McArthur's fire‐danger meters expressed as equations

Ian Noble, A. Malcolm Gill, G. A. V. BARY · Australian Journal of Ecology · 1980 · 738 citations

Engineering, Earth Sciences, Fire Ecology +9

A review of machine learning applications in wildfire science and management

Environmental Reviews · 2020 · 703 citations · Full text

Engineering, Computer Science, Environmental Sciences +17