Harnessing Deep Learning in Ecology: An Example Predicting Bark Beetle Outbreaks

Harnessing Deep Learning in Ecology: An Example Predicting Bark Beetle Outbreaks

Addressing current global challenges such as biodiversity loss, global change, and increasing demands for ecosystem services requires improved ecological prediction. Recent increases in data availability, process understanding, and computing power are fostering quantitative approaches in ecology. Ho...

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Bibliographic Details
Main Authors: Werner Rammer, Rupert Seidl
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Plant Science
Subjects:
deep neural networks
ecological prediction
machine learning
computational ecology
forest disturbance
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2019.01327/full

Internet

https://www.frontiersin.org/article/10.3389/fpls.2019.01327/full

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