{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T12:29:33Z","timestamp":1768566573810,"version":"3.49.0"},"reference-count":71,"publisher":"MDPI AG","issue":"16","license":[{"start":{"date-parts":[[2021,8,5]],"date-time":"2021-08-05T00:00:00Z","timestamp":1628121600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100010198","name":"Ministerio de Econom\u00eda, Industria y Competitividad, Gobierno de Espa\u00f1a","doi-asserted-by":"publisher","award":["CGL2017-83909-R"],"award-info":[{"award-number":["CGL2017-83909-R"]}],"id":[{"id":"10.13039\/501100010198","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>The cliff coastline of the central region of Asturias (N Spain) is severely affected by terrain instabilities, causing considerable damage to properties and infrastructures every year. In this study, we applied the A-DInSAR technique based on Sentinel-1 imagery to map and monitor active slopes in an emblematic rocky area of the Asturian coast: the Pe\u00f1as Cape. The A-DInSAR dataset analysis has been focused at regional and local scales. For the local scale assessment, six areas were selected based on previous work and the landslide database of the Principality of Asturias region (BAPA-Base de datos de Argayos del Principado de Asturias), created by the University of Oviedo. The processing of the data has been performed using two independent sets of processing tools: the PSIG software tools, a professional tool and, the GEP service, an unsupervised platform. The dataset consisted of 113 SAR IW-SLC images acquired by the Sentinel-1 A\/B satellites between January 2018 and February 2020. LOS mean deformation velocity maps (mm year\u22121) and deformation time series (mm) were obtained by PSIG and GEP software, allowing coastal areas with landslide incidence and other terrain movements to be distinguished. Deformation motion has been estimated from PSIG VLOS rates to be from \u221217.1 to 37.4 mm year\u22121 and GEP VLOS rates from \u221223.0\u201338.3 mm year\u22121. According to deformation time series (mm), the minimum and maximum accumulated displacements are \u221268.5\u201378.8 and \u221248.8\u201377.0 mm by means of PSIG and GEP, respectively. These ground motions could be associated with coastal instabilities related to marine activity and coastal retreat, both at regional and local study scales. The main contributions of this work are: (1) the demonstration of the potential of A-DInSAR techniques to evaluate coastal instabilities in a coastal retreat context and (2) the comparison of the results provided by the two sets of tools, which allowed the ground motion to be assessed by using an unsupervised approach vs. a contrasted one (robust software). This study increases the knowledge about coastal instabilities and other ground movements along the rocky coast and cliffs of Central Asturias. As a conclusion for the future, we believe that this work highlights the evaluated methods as significant tools to support the management of coastal territories with jagged and rocky coastlines.<\/jats:p>","DOI":"10.3390\/rs13163076","type":"journal-article","created":{"date-parts":[[2021,8,5]],"date-time":"2021-08-05T04:33:29Z","timestamp":1628138009000},"page":"3076","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Sentinel-1 Data Processing for Detecting and Monitoring of Ground Instabilities in the Rocky Coast of Central Asturias (N Spain)"],"prefix":"10.3390","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6127-242X","authenticated-orcid":false,"given":"Jos\u00e9","family":"Cuervas-Mons","sequence":"first","affiliation":[{"name":"Department of Geology, University of Oviedo, 33005 Oviedo, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1933-2107","authenticated-orcid":false,"given":"Mar\u00eda Jos\u00e9","family":"Dom\u00ednguez-Cuesta","sequence":"additional","affiliation":[{"name":"Department of Geology, University of Oviedo, 33005 Oviedo, Spain"}]},{"given":"F\u00e9lix","family":"Mateos Redondo","sequence":"additional","affiliation":[{"name":"GEA Asesor\u00eda Geol\u00f3gica\u2014S. COOP ASTUR, 33192 Llanera, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6254-7931","authenticated-orcid":false,"given":"Anna","family":"Barra","sequence":"additional","affiliation":[{"name":"Geomatics Division, CTTC\/CERCA, 08860 Castelldefels, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2505-6855","authenticated-orcid":false,"given":"Oriol","family":"Monserrat","sequence":"additional","affiliation":[{"name":"Geomatics Division, CTTC\/CERCA, 08860 Castelldefels, Spain"}]},{"given":"Pablo","family":"Valenzuela","sequence":"additional","affiliation":[{"name":"Tecnolog\u00edas y Servicios Agrarios, Tragsatec S.A., 24008 Le\u00f3n, Spain"}]},{"given":"Montserrat","family":"Jim\u00e9nez-S\u00e1nchez","sequence":"additional","affiliation":[{"name":"Department of Geology, University of Oviedo, 33005 Oviedo, Spain"}]}],"member":"1968","published-online":{"date-parts":[[2021,8,5]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"3285","DOI":"10.1109\/JSTARS.2014.2322671","article-title":"SBAS-DInSAR parallel processing for deformation time-series computation","volume":"7","author":"Casu","year":"2014","journal-title":"IEEE J. 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