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: I. C. Nicu, L. Elia, L. Rubensdotter, H. Tanyaş, L. Lombardo
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2023
Subjects:
Gam
Ice
Online Access:https://doi.org/10.5194/essd-15-447-2023
https://doaj.org/article/5ac52030d7a0482caf4b05d39f8b4e3e
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spelling ftdoajarticles:oai:doaj.org/article:5ac52030d7a0482caf4b05d39f8b4e3e 2023-05-15T14:59:58+02:00 Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago I. C. Nicu L. Elia L. Rubensdotter H. Tanyaş L. Lombardo 2023-01-01T00:00:00Z https://doi.org/10.5194/essd-15-447-2023 https://doaj.org/article/5ac52030d7a0482caf4b05d39f8b4e3e EN eng Copernicus Publications https://essd.copernicus.org/articles/15/447/2023/essd-15-447-2023.pdf https://doaj.org/toc/1866-3508 https://doaj.org/toc/1866-3516 doi:10.5194/essd-15-447-2023 1866-3508 1866-3516 https://doaj.org/article/5ac52030d7a0482caf4b05d39f8b4e3e Earth System Science Data, Vol 15, Pp 447-464 (2023) Environmental sciences GE1-350 Geology QE1-996.5 article 2023 ftdoajarticles https://doi.org/10.5194/essd-15-447-2023 2023-02-05T01:31:48Z 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 km 2 . 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). Article in Journal/Newspaper Arctic Ice Nordenskiöld Land permafrost Svalbard Directory of Open Access Journals: DOAJ Articles Arctic Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) Nordenskiöld Land ENVELOPE(15.000,15.000,77.833,77.833) Svalbard Svalbard Archipelago Earth System Science Data 15 1 447 464
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
I. C. Nicu
L. Elia
L. Rubensdotter
H. Tanyaş
L. Lombardo
Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
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 km 2 . 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).
format Article in Journal/Newspaper
author I. C. Nicu
L. Elia
L. Rubensdotter
H. Tanyaş
L. Lombardo
author_facet I. C. Nicu
L. Elia
L. Rubensdotter
H. Tanyaş
L. Lombardo
author_sort I. C. Nicu
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
publisher Copernicus Publications
publishDate 2023
url https://doi.org/10.5194/essd-15-447-2023
https://doaj.org/article/5ac52030d7a0482caf4b05d39f8b4e3e
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
ENVELOPE(15.000,15.000,77.833,77.833)
geographic Arctic
Gam
Nordenskiöld Land
Svalbard
Svalbard Archipelago
geographic_facet Arctic
Gam
Nordenskiöld Land
Svalbard
Svalbard Archipelago
genre Arctic
Ice
Nordenskiöld Land
permafrost
Svalbard
genre_facet Arctic
Ice
Nordenskiöld Land
permafrost
Svalbard
op_source Earth System Science Data, Vol 15, Pp 447-464 (2023)
op_relation https://essd.copernicus.org/articles/15/447/2023/essd-15-447-2023.pdf
https://doaj.org/toc/1866-3508
https://doaj.org/toc/1866-3516
doi:10.5194/essd-15-447-2023
1866-3508
1866-3516
https://doaj.org/article/5ac52030d7a0482caf4b05d39f8b4e3e
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
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