Naslov
Temporal analysis of croatian seismogenic zones to improve earthquake magnitude prediction

Autori
Asencio-Cortés, Gualberto ; Scitovski, Sanja ; Scitovski, Rudolf ; Martínez-Álvarez, Francisco

Izvornik
Earth Science Informatics (1865-0473) 10 (2017), 3; 303-320

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
seismogenic zoning ; earthquake prediction ; machine learning

Sažetak
The prediction of earthquakes is a task of utmost difficulty that has been addressed in many different ways. However, an initial definition of the area of interest is needed, with adequate catalogs. In this work, different seismogenic zones proposals in the Republic of Croatia are studied, in terms of predictability. Such zones have been characterized with widely used seismicity parameters. Later, studies based on training and test sets properties as well as the quality of the data involved are carried out. The studies presented in this work analyze the prediction performance across the earthquake magnitude time series of the target seismogenic zones. Results show that specific prediction techniques could be used in some zones to improve earthquake magnitude prediction.

Izvorni jezik
Engleski

Znanstvena područja
Matematika

POVEZANOST RADA