SWIM Water Extent - Sentinel-1/2 - Global, Daily

SWIM Water Extent is a global surface water product at 10 m pixel spacing based on Sentinel-1/2 data. The collection contains binary layers indicating open surface water for each Sentinel-1/2 scene. Clouds and cloud shadows are removed using ukis-csmask (see: https://github.com/dlr-eoc/ukis-csmask ) and are represented as NoData. The water extent extraction is based on convolutional neural networks (CNN). For further information, please see the following publications: https://doi.org/10.1016/j.rse.2019.05.022 and https://doi.org/10.3390/rs11192330

Citation proposal
German Aerospace Center (DLR) - German Aerospace Center (DLR) - German Aerospace Center (DLR). SWIM Water Extent - Sentinel-1/2 - Global, Daily. https://gdk.gdi-de.org/geonetwork/srv/api/records/a9860b91-ef10-40d2-acaf-603336816d2a

Simple

Date ( Creation ): 2025-02-25T00:00:00

Edition

Identifier: https://geoservice.dlr.de/catalogue/srv/metadata/a9860b91-ef10-40d2-acaf-603336816d2a

Presentation form: Digital map

Status: On going

Author

German Aerospace Center (DLR) -

Author

German Aerospace Center (DLR) -

Author

German Aerospace Center (DLR) -

Point of contact

German Aerospace Center (DLR)

Maintenance and update frequency: As needed

GEMET - INSPIRE themes, version 1.0 ( Theme )

Land cover
Hydrography

Spatial scope ( Place )

Global

Keywords

DLR
EOC
Sentinel-1
Sentinel-2
Global
water extent
SWIM

Use limitation: Nutzungseinschränkungen: Das DLR ist nicht haftbar für Schäden, die sich aus der Nutzung ergeben. / Use Limitations: DLR not liable for damage resulting from use.

Access constraints: Other restrictions

Use constraints: Other restrictions

Other constraints: Nutzungsbedingungen: Lizenz, https://creativecommons.org/licenses/by-nc/4.0 / Terms of use: License, https://creativecommons.org/licenses/by-nc/4.0

Other constraints

{"id": "cc-by-nc-4.0",

"name": "Creative Commons Namensnennung – 4.0 International (CC BY NC 4.0)",

"url": "http://dcat-ap.de/def/licenses/cc-by-nc/4.0",

"quelle": "Copyright DLR (year of production)"}

Spatial representation type: Grid

Denominator: 20000

Metadata language: English

Character set: UTF8

Topic category

Imagery base maps earth cover
Inland waters

Distribution format

GeoTIFF ()

OnLine resource: Scientific publication
Scientific publication on Sentinel-1-Based Water and Flood Mapping

OnLine resource: Scientific publication
Scientific publication on a modular processing chain for automated flood monitoring from multi-spectral satellite data

OnLine resource: EOC Geoservice Map Context
EOC Geoservice Map Context (eoc:swim)

OnLine resource: SWIM_WE
SWIM Water Extent

OnLine resource: https://geoservice.dlr.de/eoc/swim/wms?SERVICE=WMS&REQUEST=GetCapabilities

OnLine resource: EOC Download Service
EOC Download Service (SWIM Water Extent)

OnLine resource: EOC STAC Collection
EOC STAC Collection

Hierarchy level: Series

Domain consistency

Measure identification: INSPIRE / Conformity_001

Conformance result

Date ( Publication ): 2010-12-08

Explanation: See the referenced specification.

Pass: true

Statement: The main input datasets are daily Sentinel-2 L2A and Sentinel-1 GRD at 10 m pixel spacing. The Copernicus GLO-30 DEM is included as an auxiliary dataset. For more information please refer to Wieland et. al (2019) (10.1016/j.rse.2019.05.022) and Bereczky et. al (2022) (10.1109/JSTARS.2022.3152127)

Description: The water extent extraction is based on convolutional neural networks (CNN). For more information please refer to Wieland et. al (2019) (10.1016/j.rse.2019.05.022) and Bereczky et. al (2022) (10.1109/JSTARS.2022.3152127)