Barth, Sophia; Nitze, Ingmar; Juhls, Bennet; Runge, Alexandra; Grosse, Guido (2023): Vector dataset of manually mapped retrogressive thaw slumps from very high-resolution multispectral imagery in the Russian High Arctic between 2011 and 2020 [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.961794
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Abstract:
We present a comprehensive inventory of retrogressive thaw slumps (RTS) for six study sites in the Russian High Arctic covering an area of more than 600 km². The sites are located on the Novaya Zemlya Archipelago, Kolguev Island, Bol'shoy Lyakhovsky Island, and Taymyr Peninsula in ice-rich permafrost characterized by either buried glacial ice or syngenetically formed Yedoma permafrost deposits. This data publication contains geospatial polygon vector files of the individual mapped slumps across multiple time slices. The mapping was performed on multispectral imagery of very high-resolution satellite sensors, including PlanetScope (3m ground resolution), RapidEye (5m), Pléiades (0.5m), and SPOT (1.5m). Cloud free images were acquired between 2011 and 2020 and exist for annual or close-to-annual time steps depending on their availability. Additional data sets such as the ArcticDEM, the Esri Satellite base map, and Tasseled Cap Landsat Trends were used to support the mapping process. The identification and digitization of thaw slumps as polygons (in UTM coordinate reference system) was performed in QGIS 10.3. A total number of 3466 individual RTS were mapped between 2011 or 2013 and 2020. In addition, for the coastal slumps, change distances from headwalls and bluff bases were calculated in ArcMap 10.5 using the Digital Shoreline Analysis System (DSAS) tool version 5 over the study period (2011/2013-2020).
Very high-resolution imagery for this study was kindly provided by ESA through Third Party Mission proposal TPM4-ID-54054. We recieved access to the RapidEye imagery via the RapidEye Science Archive (RESA) initiative in the scope of our project 'Thaw Dynamics of Retrogressive Thaw Slumps from High Resolution Images in Siberia (RTStrendr )'. The PlanetScope imagery was recieved in the scope of our project ' Artificial Intelligence for Cold Regions (AI-CORE)'.
Keyword(s):
Related to:
Barth, Sophia; et al. (submitted): Rapid changes in retrogressive thaw slump dynamics in the Russian High Arctic based on very high-resolution remote sensing.
Project(s):
Permafrost Research (AWI_Perma)
Funding:
European Space Agency (ESA), grant/award no. ESA CCI+Permafrost: Climate Change Initative for Permafrost
Helmholtz Association of German Research Centres (HGF), grant/award no. ZT-I-0016: Artificial Intelligence for Cold Regions (AI-CORE)
Coverage:
Median Latitude: 72.378282 * Median Longitude: 82.077497 * South-bound Latitude: 69.230650 * West-bound Longitude: 48.314290 * North-bound Latitude: 75.459710 * East-bound Longitude: 141.366580
Date/Time Start: 2011-07-13T00:00:00 * Date/Time End: 2020-08-23T00:00:00
Event(s):
RTS_BL * Latitude: 73.328730 * Longitude: 141.366580 * Date/Time Start: 2011-07-24T00:00:00 * Date/Time End: 2020-07-13T00:00:00 * Location: South Coast of Bol’shoy Lyakhovsky Island * Method/Device: Satellite imagery (SATI)
Comment:
Vector format: ESRI shapefile
Vector type: polygon, polyline
Projection: WGS_1984_UTM, Zones: 54N, 39N, 49N, and 45N
Parameters:
Polygons: attributes: id, area_m², year, image_ids, sensor, sp_res_m, date_, layer, author
Polylines: line_ID, DSAS_date, line_Leng, author
Transects: TransectID, Azimuth, TCD, SHAPE_Leng, NSM, EPR
Parameter(s):
| # | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
|---|---|---|---|---|---|---|
| 1 | Event label | Event | Barth, Sophia | |||
| 2 | LATITUDE | Latitude | Barth, Sophia | Geocode | ||
| 3 | LONGITUDE | Longitude | Barth, Sophia | Geocode | ||
| 4 | Location | Location | Barth, Sophia | |||
| 5 | DATE/TIME | Date/Time | Barth, Sophia | Geocode – start | ||
| 6 | DATE/TIME | Date/Time | Barth, Sophia | Geocode – end | ||
| 7 | Geospatial vector, shapefiles | Shapefile | Barth, Sophia | |||
| 8 | Geospatial vector, shapefiles (File Size) | Shapefile (Size) | Bytes | Barth, Sophia |
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0) (License comes into effect after moratorium ends)
Status:
Curation Level: Basic curation (CurationLevelB) * Processing Level: PANGAEA data processing level 4 (ProcLevel4)
Size:
12 data points