Development of events detector for monitoring cryoseisms in upper soils
Afonin, Nikita; Kozlovskaya, Elena (2019-03-21)
Afonin, N. & Kozlovskaya, E. (2019) Development of events detector for monitoring cryoseisms in upper soils. In Toni Veikkolainen, Lauri Holappa, Sirpa Rasmus, Irene Suomi, Kalevi Mursula, Toivo Korja (eds.) XXIX Geofysiikan päivät : Rovaniemellä 21.-22.3.2019 (pp. 13-15). Helsinki: Geofysiikan seura.
Julkaisu vapaasti saatavilla Geofysiikan seuran sivustolta https://www.geofysiikanseura.fi
https://rightsstatements.org/vocab/InC/1.0/
https://urn.fi/URN:NBN:fi-fe202003208608
Tiivistelmä
Abstract
In this article, we describe the first results of the development of the seismic events detector with an artificial neural network (ANN) based identification. Such a detector is necessary for studying seismic events induced by soil freezing that can be hazardous for urban and mining infrastructures. We used the data of about 300 such seismic events recorded by seismic station OUL of Northern Finland Seismological Network for testing the detector and neural network learning. We processed about two months of continuous data and found out, that in some cases the number of detected and identified seismic events per day depends on air temperature variation.
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