Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Innovative methods of nonlinear stochastic modeling of time series generated by complex systems - application to geophysics

2012/05/B/ST10/00598

Keywords:

complex systems seismology hydrology time series analysis time series modeling nonlinear stochastic models cellular automata Ito equation persistence solvability

Descriptors:

  • ST10_18:
  • ST1_18: Control theory and optimisation
  • ST6_12: Scientific computing, simulation and modelling tools

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

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Zbigniew Czechowski 

Number of co-investigators in the project: 4

Call: OPUS 3 - announced on 2012-03-15

Amount awarded: 249 900 PLN

Project start date (Y-m-d): 2013-01-28

Project end date (Y-m-d): 2015-11-27

Project duration:: 34 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Stacja robocza z podstawowym oprogramowaniem (7 000 PLN)
  2. Komputer z podstawowym oprogramowaniem oraz upgradem programu Mathematica (3 709 PLN)
  3. Dysk zewnętrzny (2 szt.) (1 000 PLN)
  4. Komputer z podstawowym oprogramowaniem oraz profesjonalnym pakietem Mathematica (19 000 PLN)
  5. laptop.

Information in the final report

  • Publication in academic press/journals (10)
  • Articles in post-conference publications (1)
  • Book publications / chapters in book publications (1)
  1. Construction of Langevin model from time series with periodical correlation function: application to wind speed data
    Authors:
    Czechowski Z., and L. Telesca
    Academic press:
    Physica A (rok: 2013, tom: 392, strony: 5592–5603), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.physa.2013.07.04 - link to the publication
  2. Multifractal analysis of time series generated by discrete Ito equations
    Authors:
    Telesca L., Czechowski Z., and M. Lovallo
    Academic press:
    Chaos (rok: 2015, tom: 25, strony: 063113-1 - 063113-5), Wydawca: AIP Publishing LLC
    Status:
    Published
    DOI:
    10.1063/1.4922592 - link to the publication
  3. Properties of a finite stochastic cellular automaton toy model of earthquakes
    Authors:
    Białecki M.
    Academic press:
    Acta Geophysica (rok: 2015, tom: 63, strony: 923 - 956), Wydawca: De Gruyter
    Status:
    Published
    DOI:
    10.1515/acgeo-2015-0030 - link to the publication
  4. Reconstruction of the modified discrete Langevin equation from persistent time series
    Authors:
    Zbigniew Czechowski
    Academic press:
    Chaos (rok: 2016, tom: 26, strony: 053109-1 - 053109-8), Wydawca: AIP Publishing LLC
    Status:
    Published
    DOI:
    10.1063/1.4951683 - link to the publication
  5. On mechanistic explanation of the shape of the universal curve of earthquake recurrence time distribution
    Authors:
    Białecki M.
    Academic press:
    Acta Geophysica (rok: 2015, tom: 63, strony: 1205 - 1215), Wydawca: De Gruyter
    Status:
    Published
    DOI:
    10.1515/acgeo-2015-0044 - link to the publication
  6. On microscopic mechanisms which elongate the tail of cluster size distribution: an example of Random Domino Automaton,
    Authors:
    Czechowski Z.
    Academic press:
    Pure and Applied Geophysics (rok: 2014, tom: online first, strony: online first), Wydawca: Birkhauser Basel
    Status:
    Published
    DOI:
    10.1007/s00024-014-0865-0 - link to the publication
  7. On reconstruction of the Ito-like equation from persistent time series
    Authors:
    Czechowski Z.
    Academic press:
    Acta Geophysica (rok: 2013, tom: 61, strony: 1504-1521), Wydawca: Versita, Springer
    Status:
    Published
    DOI:
    10.2478/s11600-013-0117-1 - link to the publication
  8. From statistics of avalanches to microscopic dynamics parameters in a toy model of earthquakes
    Authors:
    Białecki M.
    Academic press:
    Acta Geophysica (rok: 2013, tom: 61, strony: 1677-1689), Wydawca: Versita, Springer
    Status:
    Published
    DOI:
    10.2478/s11600-013-0111-7 - link to the publication
  9. Multifractal analysis of visibility graph-based Ito-related connectivity time series
    Authors:
    Zbigniew Czechowski, Michele Lovallo, and Luciano Telesca
    Academic press:
    Chaos (rok: 2016, tom: 26, strony: 023118-1 - 023118-6), Wydawca: AIP Publishing LLC
    Status:
    Published
    DOI:
    10.1063/1.4942582 - link to the publication
  10. On one-to-one dependence of rebound parameters on statistics of clusters: exponential and inverse-power distribution out of Random Domino Automaton
    Authors:
    Białecki M. and Z. Czechowski
    Academic press:
    Journal of the Physical Society of Japan (rok: 2013, tom: 82, strony: 014003-1-014003-9), Wydawca: The Physical Society of Japan
    Status:
    Published
    DOI:
    10.7566/JPSJ.82.014003 - link to the publication
  1. Reconstruction of the Langevin Equation from some Non-Markovian Time Series
    Authors:
    Czechowski Z.
    Conference:
    3rd Conference of Computational Interdisciplinary Sciences, CCIS2014 (rok: 2014, ), Wydawca: PACIS, Brasil
    Data:
    konferencja 30.09.2014 - 03.10.2014
    Status:
    Published
  1. Random Domino Automaton: modeling macroscopic properties by means of microscopic rules
    Authors:
    Białecki M. and Czechowski Z.
    Book:
    "Achievements, History and Challenges in Geophysics: 60th Anniversary of the Institute of Geophysics Polish Academy of Sciences", (Bialik, R.; Majdański, M., and Moskalik, M. [Eds]) (rok: 2014, tom: seria GeoPlanet, strony: 223-241), Wydawca: Springer
    Status:
    Published