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Application of machine learning and cluster identification for insight in the spatio-temporal changes of seismogenic processes triggered by water reservoirs

2021/41/B/ST10/02618

Keywords:

anthropogenic seismicity triggered seismicity artificial water reservoirs machine learning hydrological extreme events

Descriptors:

  • ST10_3: Physics of the Earth's interior, seismology, geomagnetism, Earth's gravity field
  • ST10_10: Hydrogeology, hydrology, water cycle, water pollution

Panel:

ST10 - Earth sciences: Earth system science, atmospheric sciences, climatology, geochemistry, geodesy, geoecology, geophysics, physical geography, geoinformatics, planetary geology, pedology, mining, chemical and physical oceanology, environmental protection

Host institution :

Instytut Geofizyki Polskiej Akademii Nauk

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Grzegorz Lizurek 

Number of co-investigators in the project: 9

Call: OPUS 21 - announced on 2021-03-15

Amount awarded: 1 015 744 PLN

Project start date (Y-m-d): 2022-01-11

Project end date (Y-m-d): 2026-01-10

Project duration:: 48 months (the same as in the proposal)

Project status: Pending project

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (2)
  • Articles in post-conference publications (2)
  1. Seismic swarms as intermittent quasi-static ruptures driven by pore pressure variations due to the water reservoir impoundment
    Authors:
    Orlecka-Sikora, B., Rudziński Ł., Staszek, M., Lizurek, G., Mizerski K.,
    Academic press:
    Tectonophysics (rok: 2023, tom: 863, strony: nie dotyczy), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.tecto.2023.230005 - link to the publication
  2. High-rate GNSS data in seismic moment tensor inversion: application to anthropogenic earthquakes
    Authors:
    Kudłacik, I., Tymińska, A., Lizurek, G., Kapłon, J., Paziewski, J.
    Academic press:
    Geomatics, Natural Hazards and Risk (rok: 2023, tom: 0,584027777777778, strony: nie dotyczy), Wydawca: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/19475705.2023.2232084 - link to the publication
  1. Noise influence on moment tensor inversion with the use of first P-wave amplitude based on VERIS and LUMINEOS networks
    Authors:
    Tymińska A., Lizurek G.,
    Conference:
    Proceedings of the Third European Conference on Earthquake Engineering and Seismology (rok: 2022, tom: The Third European Conference on Earthquake Engineering and Seismology, strony: 4528-4538), Wydawca: Conspress
    Data:
    konferencja 4-9.09.2022
    Status:
    Published
  2. Noise influence on moment tensor inversion with the use of first P-wave amplitude based on VERIS and LUMINEOS networks
    Authors:
    Tymińska A., Lizurek G.,
    Conference:
    Proceedings of the Third European Conference on Earthquake Engineering and Seismology (rok: 2022, tom: The Third European Conference on Earthquake Engineering and Seismology, strony: 4528-4538), Wydawca: Conspress
    Data:
    konferencja 4-9.09.2022
    Status:
    Published

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