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Dataset

 

ESA Greenland Ice Sheet Climate Change Initiative (Greenland_Ice_Sheet_cci): Machine Learning Generated Greenland Calving Front Locations v1.0

Update Frequency: Not Planned
Status: Ongoing
Online Status: ONLINE
Publication State: Preview
Publication Date:

THIS RECORD HAS NOT BEEN PUBLISHED YET - PREVIEW ONLY!
Abstract

Calving Front locations for Upernavik A,E,F, Humboldt and Hagen glaciers in Greenland, generated by deep learning based model using Sentinel-2 imagery.

The calving front location is generated by deep learning based model using Sentinel-2 imagery acquired from 2019-2020. The digitized calving fronts are stored in geosjons vector file format and include metadata information on the sensor and processing steps in the corresponding attribute table.

The 2022 CCI Calving Front Locations (CFL) release contains one primary dataset, the calving front locations, and auxiliary files to describe the file product: locations.png and glaciers.geojson for visualizing the glaciers, README and DESCRIPTION text files about the product structure, and a visual example of what a calving front looks like. Greenland CCI Calving Front Locations (CFL) product is an experimental product using deep learning to automatically derive calving front locations for selected glaciers based on Sentinel-2 imagery at the end of the summer season.

The product was generated by S[&]T Norway.

Citable as:  [ PROVISIONAL ] ESA Greenland Ice Sheet CCI project team; Volgyes, D. (9999): ESA Greenland Ice Sheet Climate Change Initiative (Greenland_Ice_Sheet_cci): Machine Learning Generated Greenland Calving Front Locations v1.0. Centre for Environmental Data Analysis, date of citation. https://catalogue.ceda.ac.uk/uuid/35a3e7e5ad2946859ac31c36605486f0
Abbreviation: Not defined
Keywords: Greenland, Ice sheet, CCI, ESA

Details

Previous Info:
No news update for this record
Previously used record identifiers:
No related previous identifiers.
Access rules:
Public data: access to these data is available to both registered and non-registered users.
Use of these data is covered by the following licence: http://licences.ceda.ac.uk/image/data_access_condition/esacci_icesheets_greenland_terms_and_conditions.pdf. When using these data you must cite them correctly using the citation given on the CEDA Data Catalogue record.
Data lineage:

Data were produced by ENVEO (Environmental Earth Observation Information Technology GmbH) as part of the ESA CCI Greenland Ice Sheet project and were supplied to CEDA in the context of the ESA CCI Open Data Portal Project.

Data are produced within ESA Greenland CCI, stored at http://products.esa-icesheets-cci.org/

Data Quality:
As provided by the CCI Greenland Ice Sheets team
File Format:
txt, geojson, png

Process overview

No variables found.

Coverage
Temporal Range
Start time:
2014-10-01T00:00:00
End time:
2020-12-31T22:59:59
Geographic Extent

 
90.0000°
 
-80.0000°
 
-10.0000°
 
60.0000°