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Geophysicists can create hazard maps that show known faults and the probability of an earthquake in the coming decades.
Relative uplift values reveal the presence of tectonically uplifted blocks together with relatively subsided or lesser uplifted zones along known faults.
Significant earthquakes are not recorded along this or other known faults in Antarctica, the most seismically quiet of all continents, in which mostly minor activity is associated with surrounding oceanic ridges or volcanoes.
Inheriting from supervised learning, SMDM has better online fault diagnosis capability of known faults compared to the unsupervised multivariate statistical process monitoring methods.
Vertical seismic profiling (VSP) is therefore a most valuable means to image the immediate surroundings of an existing borehole to guide, for example, the placing of new boreholes to optimize production from known faults and fractures.
As a result of this analysis, there will be a set of priori known faults for off-line teaching using a training and a testing data set obtained from a system.
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Such procedure requires a priori known fault frequency.
Most related research can only diagnose the known fault.
Shoddy houses, schools and hospitals are still built along known fault lines.
A second related idea, called the seismic gap hypothesis, says that earthquakes tend to repeat along known fault zones.
"The Basel project did not drill into any known fault in the area," said Nicholas Deichmann of the Swiss Seismological Service.
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