Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago

The Svalbard Archipelago represents the northernmost place on Earth where cryospheric hazards, such as thaw slumps (TSs) and thermo-erosion gullies (TEGs) could take place and rapidly develop under the influence of climatic variations. Svalbard permafrost is specifically sensitive to rapidly occurri...

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Published in:Earth System Science Data
Main Authors: Nicu, Ionut Cristi, Elia, Letizia
Format: Article in Journal/Newspaper
Language:English
Published: 2023
Subjects:
Gam
Ice
Online Access:https://hdl.handle.net/11250/3061110
https://doi.org/10.5194/essd-15-447-2023
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spelling ftniku:oai:niku.brage.unit.no:11250/3061110 2024-10-06T13:46:10+00:00 Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago Nicu, Ionut Cristi Elia, Letizia 2023 application/pdf https://hdl.handle.net/11250/3061110 https://doi.org/10.5194/essd-15-447-2023 eng eng Earth System Science Data. 2023, 15 447-464. urn:issn:1866-3508 https://hdl.handle.net/11250/3061110 https://doi.org/10.5194/essd-15-447-2023 cristin:2120108 447-464 15 Earth System Science Data Peer reviewed Journal article 2023 ftniku https://doi.org/10.5194/essd-15-447-2023 2024-09-10T00:00:53Z The Svalbard Archipelago represents the northernmost place on Earth where cryospheric hazards, such as thaw slumps (TSs) and thermo-erosion gullies (TEGs) could take place and rapidly develop under the influence of climatic variations. Svalbard permafrost is specifically sensitive to rapidly occurring warming, and therefore, a deeper understanding of TSs and TEGs is necessary to understand and foresee the dynamics behind local cryospheric hazards' occurrences and their global implications. We present the latest update of two polygonal inventories where the extent of TSs and TEGs is recorded across Nordenskiöld Land (Svalbard Archipelago), over a surface of approximately 4000 km2. This area was chosen because it represents the most concentrated ice-free area of the Svalbard Archipelago and, at the same time, where most of the current human settlements are concentrated. The inventories were created through the visual interpretation of high-resolution aerial photographs as part of our ongoing effort toward creating a pan-Arctic repository of TSs and TEGs. Overall, we mapped 562 TSs and 908 TEGs, from which we separately generated two susceptibility maps using a generalised additive model (GAM) approach, under the assumption that TSs and TEGs manifest across Nordenskiöld Land, according to a Bernoulli probability distribution. Once the modelling results were validated, the two susceptibility patterns were combined into the first multi-hazard cryospheric susceptibility map of the area. The two inventories are available at https://doi.org/10.1594/PANGAEA.945348 (Nicu et al., 2022a) and https://doi.org/10.1594/PANGAEA.945395 (Nicu et al., 2022b). Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago publishedVersion Article in Journal/Newspaper Arctic Ice Nordenskiöld Land permafrost Svalbard Norwegian Institute for Cultural Heritage Research (NIKU): Brage Arctic Svalbard Svalbard Archipelago Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) Nordenskiöld Land ENVELOPE(15.000,15.000,77.833,77.833) Earth System Science Data 15 1 447 464
institution Open Polar
collection Norwegian Institute for Cultural Heritage Research (NIKU): Brage
op_collection_id ftniku
language English
description The Svalbard Archipelago represents the northernmost place on Earth where cryospheric hazards, such as thaw slumps (TSs) and thermo-erosion gullies (TEGs) could take place and rapidly develop under the influence of climatic variations. Svalbard permafrost is specifically sensitive to rapidly occurring warming, and therefore, a deeper understanding of TSs and TEGs is necessary to understand and foresee the dynamics behind local cryospheric hazards' occurrences and their global implications. We present the latest update of two polygonal inventories where the extent of TSs and TEGs is recorded across Nordenskiöld Land (Svalbard Archipelago), over a surface of approximately 4000 km2. This area was chosen because it represents the most concentrated ice-free area of the Svalbard Archipelago and, at the same time, where most of the current human settlements are concentrated. The inventories were created through the visual interpretation of high-resolution aerial photographs as part of our ongoing effort toward creating a pan-Arctic repository of TSs and TEGs. Overall, we mapped 562 TSs and 908 TEGs, from which we separately generated two susceptibility maps using a generalised additive model (GAM) approach, under the assumption that TSs and TEGs manifest across Nordenskiöld Land, according to a Bernoulli probability distribution. Once the modelling results were validated, the two susceptibility patterns were combined into the first multi-hazard cryospheric susceptibility map of the area. The two inventories are available at https://doi.org/10.1594/PANGAEA.945348 (Nicu et al., 2022a) and https://doi.org/10.1594/PANGAEA.945395 (Nicu et al., 2022b). Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago publishedVersion
format Article in Journal/Newspaper
author Nicu, Ionut Cristi
Elia, Letizia
spellingShingle Nicu, Ionut Cristi
Elia, Letizia
Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago
author_facet Nicu, Ionut Cristi
Elia, Letizia
author_sort Nicu, Ionut Cristi
title Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago
title_short Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago
title_full Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago
title_fullStr Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago
title_full_unstemmed Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago
title_sort multi-hazard susceptibility mapping of cryospheric hazards in a high-arctic environment: svalbard archipelago
publishDate 2023
url https://hdl.handle.net/11250/3061110
https://doi.org/10.5194/essd-15-447-2023
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
ENVELOPE(15.000,15.000,77.833,77.833)
geographic Arctic
Svalbard
Svalbard Archipelago
Gam
Nordenskiöld Land
geographic_facet Arctic
Svalbard
Svalbard Archipelago
Gam
Nordenskiöld Land
genre Arctic
Ice
Nordenskiöld Land
permafrost
Svalbard
genre_facet Arctic
Ice
Nordenskiöld Land
permafrost
Svalbard
op_source 447-464
15
Earth System Science Data
op_relation Earth System Science Data. 2023, 15 447-464.
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https://hdl.handle.net/11250/3061110
https://doi.org/10.5194/essd-15-447-2023
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op_doi https://doi.org/10.5194/essd-15-447-2023
container_title Earth System Science Data
container_volume 15
container_issue 1
container_start_page 447
op_container_end_page 464
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