Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm

• Published in: Ecological informatics Vol. 63; p. 101292
• Main Authors: Tuyen, Tran Thi, Jaafari, Abolfazl, Yen, Hoang Phan Hai, Nguyen-Thoi, Trung, Phong, Tran Van, Nguyen, Huu Duy, Van Le, Hiep, Phuong, Tran Thi Mai, Nguyen, Son Hoang, Prakash, Indra, Pham, Binh Thai
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.07.2021
• Subjects: Bagging; Cascade Generalization; Dagging; Decorate; Ensemble modeling; Machine learning; Decorate; Dagging; Bagging; Machine learning; Ensemble modeling; Cascade Generalization

Fire is among the most dangerous and devastating natural hazards in forest ecosystems around the world. The development of computational ensemble models for improving the predictive accuracy of forest fire susceptibilities could save time and cost in firefighting efforts. Here, we combined a locally...