Satellite magnetic field data earthquake abnormality detection method based on non-negative matrix decomposition
A technique of non-negative matrix decomposition, magnetic field data, applied in seismic survey, seismology, geophysical survey, etc.
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[0095] In order to make the object, technical solution and advantages of the present invention more clear, the present invention will be further described in detail below in conjunction with the examples. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0096] see figure 1 As shown, a seismic anomaly detection method based on non-negative matrix factorization of satellite magnetic field data, the method includes:
[0097] a. Read the magnetic field data of the satellite, and remove invalid data according to the flag;
[0098] b. The original data is the data after removing invalid data minus the CHAOS-6 magnetic field model data, and calculate the first-order difference of the result;
[0099] c. Perform short-time Fourier transform on the difference data to construct a non-negative time-frequency amplitude matrix corresponding to the magnetic field data;
[0100] d. Us...
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