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physics.geo-ph2022★ 2 cited
Geomagnetic Survey Interpolation with the Machine Learning Approach
Igor Aleshin, Kirill Kholodkov, Ivan Malygin +2
This paper portrays the method of UAV magnetometry survey data interpolation. The method accommodates the fact that this kind of data has a spatial distribution of the samples alon…
physics.geo-ph2022★ 2 cited
Crust Macrofracturing as the Evidence of the Last Deglaciation
Igor Aleshin, Kirill Kholodkov, Elena Kozlovskaya +1
Machine learning methods were applied to reconsider the results of several passive seismic experiments in Finland. We created datasets from different stages of the receiver functio…