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

Descriptors

  • ST10_003: Fizyka wnętrza Ziemi, sejsmologia, geomagnetyzm, pole grawitacyjne Ziemi
  • ST10_010: Hydrogeologia, hydrologia, obieg wód, zanieczyszczenia wód

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 PAN

Voivodeship: mazowieckie

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
2022-01-11
Project end date
2027-01-10
Project duration
60 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 (3)

  1. Reliability of Moment Tensor Inversion for Different Seismic Networks

    Authors:
    Tymińska A., Lizurek G.,
    Academic press:
    Pure and Applied Geophysics (year: 2024, volume: 181, pages: 2787–2800), Publisher: Springer
    Status:
    Published
    DOI:
    10.1007/s00024-024-03570-5 – 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 (year: 2023, volume: 0,584027777777778, pages: nie dotyczy), Publisher: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/19475705.2023.2232084 – link to the publication
  3. 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 (year: 2023, volume: 863, pages: nie dotyczy), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.tecto.2023.230005 – link to the publication

Articles in post-conference publications (1)

  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 (year: 2022, volume: The Third European Conference on Earthquake Engineering and Seismology, pages: 4528-4538), Publisher: Conspress
    Date:
    conference 4-9.09.2022
    Status:
    Published

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Graphic design and implementation: Jakub Piotrowski