TY  - JOUR 
AU  - Vázquez Veloso, Aitor
AU  - Toraño Caicoya, Astor
AU  - Bravo Oviedo, Felipe
AU  - Biber, Peter
AU  - Uhl, Enno
AU  - Pretzsch, Hans
PY  - 2025
SN  - 1574-9541
UR  - https://uvadoc.uva.es/handle/10324/81822
AB  - Tree mortality is a crucial process in forest dynamics and a key component of forest growth models and simulators. Factors like competition, drought, and pathogens drive tree mortality, but the underlying mechanism is challenging to model. The current...
LA  - eng
PB  - Elsevier
KW  - Norway spruce
KW  - Survival
KW  - Artificial intelligence
KW  - Supervised learning
KW  - Random Forest
KW  - Empirical mortality models
TI  - Does machine learning outperform logistic regression in predicting individual tree mortality?
DO  - 10.1016/j.ecoinf.2025.103140
ER  -