Glacier calving front locations for the Antarctic Peninsula derived from remote sensing and deep learning from 2013 to 2023
Glacier calving front positions have been derived by applying a deep learning method to multispectral Landsat-8 and Landsat-9 imagery. The record contains 2604 calving front positions across 19 outlet glaciers of the Antarctic Peninsula from Oktober 2013 to April 2023. Due to the high temporal resol...
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Format: | Dataset |
Language: | English |
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Online Access: | https://doi.pangaea.de/10.1594/PANGAEA.963725 |
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ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.963725 |
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record_format |
openpolar |
institution |
Open Polar |
collection |
PANGAEA - Data Publisher for Earth & Environmental Science |
op_collection_id |
ftpangaea |
language |
English |
topic |
AI-CORE Antarctic Peninsula Artificial Intelligence for Cold Regions Birley_Glacier Bleriot_Glacier calving front Cayley_Glacier Crane_Glacier DATE/TIME deep learning Dinsmore-Bombardier-Edgeworth_Glaciers Drygalski_Glacier Event label Fleming_Glacier GIS file GIS file (File Size) glacier Greenland - Ice Sheet/Ocean Interaction: From process understanding to an analysis of the regional system Greenland Ice Sheet/Ocean Interaction: From process understanding to the assessment of a coupled regional system in change GROCE GROCE2 Hariot_Glacier Hektoria-Green-Evans_Glaciers Hugi_Glacier Jorum-Punchbowl_Glaciers Latitude of event Longitude of event MON Monitoring Murphy_Wilkinson_Glacier Prospect_Glacier remote sensing Sjogren-Boydell_Glaciers Stringfellow_Glacier Trooz_Glacier Widdowson_Glacier |
spellingShingle |
AI-CORE Antarctic Peninsula Artificial Intelligence for Cold Regions Birley_Glacier Bleriot_Glacier calving front Cayley_Glacier Crane_Glacier DATE/TIME deep learning Dinsmore-Bombardier-Edgeworth_Glaciers Drygalski_Glacier Event label Fleming_Glacier GIS file GIS file (File Size) glacier Greenland - Ice Sheet/Ocean Interaction: From process understanding to an analysis of the regional system Greenland Ice Sheet/Ocean Interaction: From process understanding to the assessment of a coupled regional system in change GROCE GROCE2 Hariot_Glacier Hektoria-Green-Evans_Glaciers Hugi_Glacier Jorum-Punchbowl_Glaciers Latitude of event Longitude of event MON Monitoring Murphy_Wilkinson_Glacier Prospect_Glacier remote sensing Sjogren-Boydell_Glaciers Stringfellow_Glacier Trooz_Glacier Widdowson_Glacier Loebel, Erik Baumhoer, Celia A Dietz, Andreas J Scheinert, Mirko Horwath, Martin Glacier calving front locations for the Antarctic Peninsula derived from remote sensing and deep learning from 2013 to 2023 |
topic_facet |
AI-CORE Antarctic Peninsula Artificial Intelligence for Cold Regions Birley_Glacier Bleriot_Glacier calving front Cayley_Glacier Crane_Glacier DATE/TIME deep learning Dinsmore-Bombardier-Edgeworth_Glaciers Drygalski_Glacier Event label Fleming_Glacier GIS file GIS file (File Size) glacier Greenland - Ice Sheet/Ocean Interaction: From process understanding to an analysis of the regional system Greenland Ice Sheet/Ocean Interaction: From process understanding to the assessment of a coupled regional system in change GROCE GROCE2 Hariot_Glacier Hektoria-Green-Evans_Glaciers Hugi_Glacier Jorum-Punchbowl_Glaciers Latitude of event Longitude of event MON Monitoring Murphy_Wilkinson_Glacier Prospect_Glacier remote sensing Sjogren-Boydell_Glaciers Stringfellow_Glacier Trooz_Glacier Widdowson_Glacier |
description |
Glacier calving front positions have been derived by applying a deep learning method to multispectral Landsat-8 and Landsat-9 imagery. The record contains 2604 calving front positions across 19 outlet glaciers of the Antarctic Peninsula from Oktober 2013 to April 2023. Due to the high temporal resolution of this data product it provides unique opportunities to study seasonal and sub-seasonal terminus changes. Calving front locations are important for (1) studying and understanding ice-ocean interaction; (2) mapping glacier area change; and (3) constraining ice dynamic models. The following glaciers are included in this data record: Birley Glacier, Bleriot Glacier, Cayley Glacier, Crane Glacier, Dinsmore-Bombardier-Edgeworth Glacier system, Drygalski Glacier, Fleming Glacier, Hariot Glacier, Hektoria-Green-Evans Glacier system, Hugi Glacier, Jorum Glacier, Punchbowl Glacier, Murphy Wilkinson Glacier, Prospect Glacier, Sjogren Glacier, Boydell Glacier, Stringfellow Glacier, Trooz Glacier and Widdowson Glacier. |
format |
Dataset |
author |
Loebel, Erik Baumhoer, Celia A Dietz, Andreas J Scheinert, Mirko Horwath, Martin |
author_facet |
Loebel, Erik Baumhoer, Celia A Dietz, Andreas J Scheinert, Mirko Horwath, Martin |
author_sort |
Loebel, Erik |
title |
Glacier calving front locations for the Antarctic Peninsula derived from remote sensing and deep learning from 2013 to 2023 |
title_short |
Glacier calving front locations for the Antarctic Peninsula derived from remote sensing and deep learning from 2013 to 2023 |
title_full |
Glacier calving front locations for the Antarctic Peninsula derived from remote sensing and deep learning from 2013 to 2023 |
title_fullStr |
Glacier calving front locations for the Antarctic Peninsula derived from remote sensing and deep learning from 2013 to 2023 |
title_full_unstemmed |
Glacier calving front locations for the Antarctic Peninsula derived from remote sensing and deep learning from 2013 to 2023 |
title_sort |
glacier calving front locations for the antarctic peninsula derived from remote sensing and deep learning from 2013 to 2023 |
publisher |
PANGAEA |
url |
https://doi.pangaea.de/10.1594/PANGAEA.963725 |
op_coverage |
MEDIAN LATITUDE: -65.884118 * MEDIAN LONGITUDE: -63.229412 * SOUTH-BOUND LATITUDE: -69.410000 * WEST-BOUND LONGITUDE: -67.290000 * NORTH-BOUND LATITUDE: -63.950000 * EAST-BOUND LONGITUDE: -59.100000 * DATE/TIME START: 2013-10-28T00:00:00 * DATE/TIME END: 2023-04-23T00:00:00 |
long_lat |
ENVELOPE(-66.200,-66.200,-66.817,-66.817) ENVELOPE(-61.000,-61.000,-64.717,-64.717) ENVELOPE(-66.183,-66.183,-69.467,-69.467) ENVELOPE(-60.833,-60.833,-64.417,-64.417) ENVELOPE(-62.714,-62.714,-65.393,-65.393) ENVELOPE(-61.000,-61.000,-64.716,-64.716) ENVELOPE(-55.748,-55.748,53.250,53.250) ENVELOPE(-59.117,-59.117,-64.150,-64.150) ENVELOPE(-65.067,-65.067,-66.300,-66.300) ENVELOPE(-59.877,-59.877,-64.327,-64.327) ENVELOPE(-64.450,-64.450,-65.967,-65.967) ENVELOPE(-58.867,-58.867,-64.233,-64.233) ENVELOPE(-65.696,-65.696,-66.776,-66.776) ENVELOPE(-67.398,-67.398,-69.546,-69.546) ENVELOPE(-64.033,-64.033,-65.967,-65.967) ENVELOPE(-59.099,-59.099,-64.156,-64.156) ENVELOPE(-60.833,-60.833,-64.416,-64.416) ENVELOPE(-66.261,-66.261,-69.005,-69.005) ENVELOPE(-65.077,-65.077,-66.227,-66.227) ENVELOPE(-62.233,-62.233,-65.200,-65.200) ENVELOPE(-61.983,-61.983,-65.133,-65.133) ENVELOPE(-60.348,-60.348,-64.097,-64.097) ENVELOPE(-63.983,-63.983,-65.333,-65.333) ENVELOPE(-63.767,-63.767,-65.346,-65.346) ENVELOPE(-66.258,-66.258,-66.812,-66.812) ENVELOPE(-67.290000,-59.100000,-63.950000,-69.410000) |
geographic |
Antarctic The Antarctic Antarctic Peninsula Greenland Wilkinson Drygalski Fleming Glacier Cayley Crane Glacier Drygalski Glacier Punchbowl Boydell Hugi Edgeworth Glacier Birley Sjogren Widdowson Glacier Prospect Glacier Birley Glacier Boydell Glacier Cayley Glacier Hariot Glacier Hugi Glacier Jorum Glacier Punchbowl Glacier Stringfellow Glacier Trooz Trooz Glacier Wilkinson Glacier |
geographic_facet |
Antarctic The Antarctic Antarctic Peninsula Greenland Wilkinson Drygalski Fleming Glacier Cayley Crane Glacier Drygalski Glacier Punchbowl Boydell Hugi Edgeworth Glacier Birley Sjogren Widdowson Glacier Prospect Glacier Birley Glacier Boydell Glacier Cayley Glacier Hariot Glacier Hugi Glacier Jorum Glacier Punchbowl Glacier Stringfellow Glacier Trooz Trooz Glacier Wilkinson Glacier |
genre |
Antarc* Antarctic Antarctic Peninsula Crane Glacier Drygalski Glacier glacier Greenland Ice Sheet Prospect Glacier |
genre_facet |
Antarc* Antarctic Antarctic Peninsula Crane Glacier Drygalski Glacier glacier Greenland Ice Sheet Prospect Glacier |
op_relation |
Loebel, Erik; Baumhoer, Celia A; Dietz, Andreas J; Scheinert, Mirko; Horwath, Martin (in review): Calving front positions for 19 key glaciers of the Antarctic Peninsula: a sub-seasonal record from 2013 to 2023 based on a deep learning application to Landsat multispectral imagery. Earth System Science Data Discussions, https://doi.org/10.5194/essd-2023-535 https://doi.pangaea.de/10.1594/PANGAEA.963725 |
op_rights |
CC-BY-4.0: Creative Commons Attribution 4.0 International (License comes into effect after moratorium ends) Access constraints: unrestricted info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.5194/essd-2023-535 |
_version_ |
1802638188178571264 |
spelling |
ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.963725 2024-06-23T07:47:55+00:00 Glacier calving front locations for the Antarctic Peninsula derived from remote sensing and deep learning from 2013 to 2023 Loebel, Erik Baumhoer, Celia A Dietz, Andreas J Scheinert, Mirko Horwath, Martin MEDIAN LATITUDE: -65.884118 * MEDIAN LONGITUDE: -63.229412 * SOUTH-BOUND LATITUDE: -69.410000 * WEST-BOUND LONGITUDE: -67.290000 * NORTH-BOUND LATITUDE: -63.950000 * EAST-BOUND LONGITUDE: -59.100000 * DATE/TIME START: 2013-10-28T00:00:00 * DATE/TIME END: 2023-04-23T00:00:00 text/tab-separated-values, 17 data points https://doi.pangaea.de/10.1594/PANGAEA.963725 en eng PANGAEA Loebel, Erik; Baumhoer, Celia A; Dietz, Andreas J; Scheinert, Mirko; Horwath, Martin (in review): Calving front positions for 19 key glaciers of the Antarctic Peninsula: a sub-seasonal record from 2013 to 2023 based on a deep learning application to Landsat multispectral imagery. Earth System Science Data Discussions, https://doi.org/10.5194/essd-2023-535 https://doi.pangaea.de/10.1594/PANGAEA.963725 CC-BY-4.0: Creative Commons Attribution 4.0 International (License comes into effect after moratorium ends) Access constraints: unrestricted info:eu-repo/semantics/openAccess AI-CORE Antarctic Peninsula Artificial Intelligence for Cold Regions Birley_Glacier Bleriot_Glacier calving front Cayley_Glacier Crane_Glacier DATE/TIME deep learning Dinsmore-Bombardier-Edgeworth_Glaciers Drygalski_Glacier Event label Fleming_Glacier GIS file GIS file (File Size) glacier Greenland - Ice Sheet/Ocean Interaction: From process understanding to an analysis of the regional system Greenland Ice Sheet/Ocean Interaction: From process understanding to the assessment of a coupled regional system in change GROCE GROCE2 Hariot_Glacier Hektoria-Green-Evans_Glaciers Hugi_Glacier Jorum-Punchbowl_Glaciers Latitude of event Longitude of event MON Monitoring Murphy_Wilkinson_Glacier Prospect_Glacier remote sensing Sjogren-Boydell_Glaciers Stringfellow_Glacier Trooz_Glacier Widdowson_Glacier Dataset ftpangaea https://doi.org/10.5194/essd-2023-535 2024-06-12T14:17:12Z Glacier calving front positions have been derived by applying a deep learning method to multispectral Landsat-8 and Landsat-9 imagery. The record contains 2604 calving front positions across 19 outlet glaciers of the Antarctic Peninsula from Oktober 2013 to April 2023. Due to the high temporal resolution of this data product it provides unique opportunities to study seasonal and sub-seasonal terminus changes. Calving front locations are important for (1) studying and understanding ice-ocean interaction; (2) mapping glacier area change; and (3) constraining ice dynamic models. The following glaciers are included in this data record: Birley Glacier, Bleriot Glacier, Cayley Glacier, Crane Glacier, Dinsmore-Bombardier-Edgeworth Glacier system, Drygalski Glacier, Fleming Glacier, Hariot Glacier, Hektoria-Green-Evans Glacier system, Hugi Glacier, Jorum Glacier, Punchbowl Glacier, Murphy Wilkinson Glacier, Prospect Glacier, Sjogren Glacier, Boydell Glacier, Stringfellow Glacier, Trooz Glacier and Widdowson Glacier. Dataset Antarc* Antarctic Antarctic Peninsula Crane Glacier Drygalski Glacier glacier Greenland Ice Sheet Prospect Glacier PANGAEA - Data Publisher for Earth & Environmental Science Antarctic The Antarctic Antarctic Peninsula Greenland Wilkinson ENVELOPE(-66.200,-66.200,-66.817,-66.817) Drygalski ENVELOPE(-61.000,-61.000,-64.717,-64.717) Fleming Glacier ENVELOPE(-66.183,-66.183,-69.467,-69.467) Cayley ENVELOPE(-60.833,-60.833,-64.417,-64.417) Crane Glacier ENVELOPE(-62.714,-62.714,-65.393,-65.393) Drygalski Glacier ENVELOPE(-61.000,-61.000,-64.716,-64.716) Punchbowl ENVELOPE(-55.748,-55.748,53.250,53.250) Boydell ENVELOPE(-59.117,-59.117,-64.150,-64.150) Hugi ENVELOPE(-65.067,-65.067,-66.300,-66.300) Edgeworth Glacier ENVELOPE(-59.877,-59.877,-64.327,-64.327) Birley ENVELOPE(-64.450,-64.450,-65.967,-65.967) Sjogren ENVELOPE(-58.867,-58.867,-64.233,-64.233) Widdowson Glacier ENVELOPE(-65.696,-65.696,-66.776,-66.776) Prospect Glacier ENVELOPE(-67.398,-67.398,-69.546,-69.546) Birley Glacier ENVELOPE(-64.033,-64.033,-65.967,-65.967) Boydell Glacier ENVELOPE(-59.099,-59.099,-64.156,-64.156) Cayley Glacier ENVELOPE(-60.833,-60.833,-64.416,-64.416) Hariot Glacier ENVELOPE(-66.261,-66.261,-69.005,-69.005) Hugi Glacier ENVELOPE(-65.077,-65.077,-66.227,-66.227) Jorum Glacier ENVELOPE(-62.233,-62.233,-65.200,-65.200) Punchbowl Glacier ENVELOPE(-61.983,-61.983,-65.133,-65.133) Stringfellow Glacier ENVELOPE(-60.348,-60.348,-64.097,-64.097) Trooz ENVELOPE(-63.983,-63.983,-65.333,-65.333) Trooz Glacier ENVELOPE(-63.767,-63.767,-65.346,-65.346) Wilkinson Glacier ENVELOPE(-66.258,-66.258,-66.812,-66.812) ENVELOPE(-67.290000,-59.100000,-63.950000,-69.410000) |