Paper Review: Reichstein (2019). Deep learning. Nature
· β 2 min read · βοΈ Hoontaek Lee
7 February, 2020 (Reichstein, Nature, Deep learning) Reichstein, M., Camps-Valls, G., Stevens, B. et al. Deep learning and process understanding for data-driven Earth system science. Nature 566, 195β204 (2019). https://doi.org/10.1038/s41586-019-0912-1
Question:
How have machine learning algorithms, especially deep learning, been applied to Earth system science and what is the future direction of the application? Context:
Our ability to produce a deluge of data outpaces our ability to assimilate the information.