Machine learning for data-driven discovery in solid Earth geoscience - Bergen, Karianne J.; Johnson, Paul A.; de Hoop, Maarten V.; Beroza, Gregory C. (Science (American Association for the Advancement of Science), 2019)
Keywords: Acoustic emission; Algorithms; Artificial intelligence; Atmospheric models; Automation; Benchmarks; Biological activity; Classification; Communities; Computer memory; Computer simulation; Computers; Data processing; Data sources; Datasets; Driving ability; Earth; Earth science; Earthquakes; Fiber optics; Fresh water; Freshwater environments; Geologic mapping; Geological hazards; Groundwater; Groundwater reservoirs; Inverse problems; Learning algorithms; Lidar; Machine learning; Mathematical models; Mineral resources; Oceans; Open data; Optical fibers; Organic chemistry; Predictions; Remote sensing; REVIEW SUMMARY; Rheology; Seismic activity; Teaching Methods; Topology; Urbanization; Viscoelasticity; Volcanic ash