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Can I read A European-scale analysis reveals the complex roles of anthropogenic and climatic factors in driving the initiation of large wildfires on EtoBox?
A European-scale analysis reveals the complex roles of anthropogenic and climatic factors in driving the initiation of large wildfires by Clara Ochoa; Avi Bar-Massada; Emilio Chuvieco is a Environmental Science article available to read on EtoBox.
What is A European-scale analysis reveals the complex roles of anthropogenic and climatic factors in driving the initiation of large wildfires about?
Wildfire initiation studies are needed to enhance prevention strategies. • Random Forest models at European scale predict fire initiation, considering climatic, human, and mixed drivers. • Climatic and mixed models show moderate predictive capacity, while human only models perform poorly. • Shapley Additive Explanations can identify primary drivers of wildfire initiations.
Who reads A European-scale analysis reveals the complex roles of anthropogenic and climatic factors in driving the initiation of large wildfires?
It is typically read by researchers, students, and practitioners in Environmental Science.
- Author
- Clara Ochoa; Avi Bar-Massada; Emilio Chuvieco
- Publisher
- Elsevier BV
- Published
- 2024
- Language
- EN
- Field
- Environmental Science (Physical Sciences)