{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T19:16:23Z","timestamp":1776107783121,"version":"3.50.1"},"reference-count":110,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2022,12,31]],"date-time":"2022-12-31T00:00:00Z","timestamp":1672444800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004281","name":"National Science Centre, Poland (NCN)","doi-asserted-by":"publisher","award":["2020\/37\/N\/ST10\/01486"],"award-info":[{"award-number":["2020\/37\/N\/ST10\/01486"]}],"id":[{"id":"10.13039\/501100004281","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Landslides, as one of the main problems in mountainous areas, are a challenging issue for modern geophysics. The triggers that cause these phenomena are diverse (including geological, geomorphological, and hydrological conditions, climatic factors, and earthquakes) and can occur in conjunction with each other. Human activity is also relevant, undoubtedly contributing to the intensification of landslide phenomena. One of these is the production of artificial snow on ski slopes. This paper presents a multimethod approach for imaging the landslide structure in Cisiec, in southwestern Poland, where such a situation occurs. In the presented work, the integration of remote sensing with multi-method geophysical imaging was used to visualize landslide zones, and to estimate ground motion. To verify the uncertainty of the obtained data, the combination of electrical resistivity tomography (ERT), multi-channel analysis of surface waves (MASW), and seismic refraction method (SRT) was supported by synthetic modeling. Using geophysical data with accurate GPS-based topography and a terrestrial laser scanning-based digital terrain model (DTM), it was possible to model the spatial variability and surface area of the landslide more precisely, as well as to estimate the velocity field in the nearest surface more accurately. The final result shows displacement up to 1 m on the ground surface visible on the DTM models, while the geophysical methods confirm the change in internal structure. The proposed methodology is fast, cost-effective, and can be used to image the structure of landslides, where the shallowest parts are usually complex and thus difficult to observe seismically.<\/jats:p>","DOI":"10.3390\/rs15010238","type":"journal-article","created":{"date-parts":[[2023,1,2]],"date-time":"2023-01-02T02:44:03Z","timestamp":1672627443000},"page":"238","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Integrated Geophysical Imaging and Remote Sensing for Enhancing Geological Interpretation of Landslides with Uncertainty Estimation\u2014A Case Study from Cisiec, Poland"],"prefix":"10.3390","volume":"15","author":[{"given":"Ma\u0142gorzata","family":"Wr\u00f3bel","sequence":"first","affiliation":[{"name":"Faculty of Natural Sciences, University of Silesia, 41-200 Sosnowiec, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0757-5926","authenticated-orcid":false,"given":"Iwona","family":"Stan-K\u0142eczek","sequence":"additional","affiliation":[{"name":"Faculty of Natural Sciences, University of Silesia, 41-200 Sosnowiec, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1715-0956","authenticated-orcid":false,"given":"Artur","family":"Marciniak","sequence":"additional","affiliation":[{"name":"Institute of Geophysics, Polish Academy of Sciences, 01-452 Warszawa, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8909-4407","authenticated-orcid":false,"given":"Mariusz","family":"Majda\u0144ski","sequence":"additional","affiliation":[{"name":"Institute of Geophysics, Polish Academy of Sciences, 01-452 Warszawa, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9835-1479","authenticated-orcid":false,"given":"Sebastian","family":"Kowalczyk","sequence":"additional","affiliation":[{"name":"Faculty of Geology, University of Warsaw, 02-089 Warszawa, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6619-6478","authenticated-orcid":false,"given":"Adam","family":"Nawrot","sequence":"additional","affiliation":[{"name":"Institute of Geophysics, Polish Academy of Sciences, 01-452 Warszawa, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5236-3223","authenticated-orcid":false,"given":"Justyna","family":"Cader","sequence":"additional","affiliation":[{"name":"Mineral and Energy Economy Research Institute, Polish Academy of Sciences, 31-261 Krak\u00f3w, Poland"}]}],"member":"1968","published-online":{"date-parts":[[2022,12,31]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1823","DOI":"10.1007\/s11600-019-00338-7","article-title":"Geophysical and Geotechnical Approach to a Landslide Stability Assessment: A Case Study","volume":"67","author":"Pasierb","year":"2019","journal-title":"Acta Geophys."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1016\/j.earscirev.2016.08.011","article-title":"Landslides in a Changing Climate","volume":"162","author":"Gariano","year":"2016","journal-title":"Earth Sci. 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