Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Novel algorithm of sinkhole precursors detection

2021/43/D/ST10/02048

Keywords:

sinkhole InSAR prekursors machine learning deformation

Descriptors:

  • ST10_012:
  • ST10_009:

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 :

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Geodezji Górniczej i Inżynierii Środowiska

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Wojciech Tomasz Witkowski 

Number of co-investigators in the project: 4

Call: SONATA 17 - announced on 2021-09-15

Amount awarded: 735 660 PLN

Project start date (Y-m-d): 2022-07-04

Project end date (Y-m-d): 2026-10-03

Project duration:: 51 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)
  • Articles in post-conference publications (1)
  1. Detecting sinkholes and land surface movement in post-mining regions using multi-source remote sensing data
    Authors:
    Sebastian WALCZAK, Wojciech T. WITKOWSKI, Tomasz STOCH, Artur GUZY
    Academic press:
    Remote Sensing Applications: Society and Environment (rok: 2025, tom: 38, strony: 1–15), Wydawca: Elsevier B.V.
    Status:
    Published
    DOI:
    10.1016/j.rsase.2025.101560 - link to the publication
  2. Environmental Impacts of Post-Closure Mine Flooding: An Integrated Remote Sensing and Geospatial Analysis of the Olkusz-Pomorzany Mine, Poland
    Authors:
    Artur Guzy
    Academic press:
    Water (rok: 2025, tom: 17, strony: -), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/w17233337 - link to the publication
  3. Hydro-spectral Sentinel-1/2 precursors of sinkhole occurrence in a flooded post-mining area
    Authors:
    Wojciech T. WITKOWSKI, Artur GUZY, Magdalena ŁUCKA, Krzysztof Kusztykiewicz
    Academic press:
    IEEE Geoscience and Remote Sensing Letters (rok: 2026, tom: 23, strony: 46027), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LGRS.2025.3645601 - link to the publication
  1. Study on Sinkhole Formation Mechanism in Abandoned Mines
    Authors:
    Witkowski, Wojciech T. and Guzy, Artur and Łucka, Magdalena and Kusztykiewicz, Krzysztof
    Conference:
    IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (rok: 2023, tom: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, strony: 2462-2465), Wydawca: IEEE
    Data:
    konferencja 16-21 July 2023
    Status:
    Published
    DOI:
    10.1109/IGARSS52108.2023.10282648 - link to the publication

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