Will Big Data in Geosciences Enable Us to Forecast Geohazards?
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Dai, K. R., Li, Z. H., Xu, Q., et al., 2020. Entering the Era of Earth Observation-Based Landslide Warning Systems: a Novel and Exciting Framework. IEEE Geoscience and Remote Sensing Magazine, 8(1): 136-153. https://doi.org/10.1109/mgrs.2019.2954395 Guzzetti, F., Gariano, S. L., Peruccacci, S., et al., 2020. Geographical Landslide Early Warning Systems. Earth-Science Reviews, 200: 102973. https://doi.org/10.1016/j.earscirev.2019.102973 Karpatne, A., Ebert-Uphoff, I., Ravela, S., et al., 2019. Machine Learning for the Geosciences: Challenges and Opportunities. IEEE Transactions on Knowledge and Data Engineering, 31(8): 1544-1554. https://doi.org/10.1109/TKDE.2018.2861006 Korup, O., Stolle, A., 2014. Landslide Prediction from Machine Learning. Geology Today, 30(1): 26-33. https://doi.org/10.1111/gto.12034 -
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