Multi-Source Synthesis, Harmonization, and Inventory of Critical Infrastructure and Human-Impacted Areas in Permafrost Regions of Alaska (SIRIUS)

The Arctic region has undergone warming at a rate more than three times higher than the global average. This warming has led to the degradation of near-surface permafrost, resulting in a loss of ground stability. This instability not only poses a primary threat to Arctic infrastructure and human-imp...

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Main Authors: Kaiser, Soraya, Boike, Julia, Grosse, Guido, Langer, Moritz
Format: Text
Language:English
Published: 2024
Subjects:
Online Access:https://doi.org/10.5194/essd-2023-393
https://essd.copernicus.org/preprints/essd-2023-393/
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spelling ftcopernicus:oai:publications.copernicus.org:essdd115033 2024-02-11T10:00:33+01:00 Multi-Source Synthesis, Harmonization, and Inventory of Critical Infrastructure and Human-Impacted Areas in Permafrost Regions of Alaska (SIRIUS) Kaiser, Soraya Boike, Julia Grosse, Guido Langer, Moritz 2024-01-08 application/pdf https://doi.org/10.5194/essd-2023-393 https://essd.copernicus.org/preprints/essd-2023-393/ eng eng doi:10.5194/essd-2023-393 https://essd.copernicus.org/preprints/essd-2023-393/ eISSN: 1866-3516 Text 2024 ftcopernicus https://doi.org/10.5194/essd-2023-393 2024-01-15T17:24:15Z The Arctic region has undergone warming at a rate more than three times higher than the global average. This warming has led to the degradation of near-surface permafrost, resulting in a loss of ground stability. This instability not only poses a primary threat to Arctic infrastructure and human-impacted areas, but can also lead to secondary ecological hazards from infrastructure failure associated with hazardous materials. This development underscores the need for a comprehensive inventory of critical infrastructure and human-impacted areas, that is linked to environmental data to assess their susceptibility to permafrost degradation as well as the ecological consequences that may arise from infrastructure failure. In this study, we provide such an inventory for Alaska, a vast state covering approximately 1.5 million km 2 , with a population of over 733,000 people and a history of industrial development on permafrost. Our SIRIUS inventory integrates data from (i) the Sentinel-1/2 derived Arctic coastal human impact dataset (SACHI), (ii) OpenStreetMap , (iii) the pan-Arctic catchments summary database (ARCADE), (iv) the permafrost extent, probability and mean annual ground temperatures, and (v) the contaminated sites database and reports to create a unified new dataset of critical infrastructure and human-impacted areas as well as permafrost and watershed information for Alaska. The integration steps involved harmonizing spatial references, extents, and geometries, the usage of text mining techniques to generate additional geospatial data on contaminated sites – including contaminants, cleanup duration, and affected medium – from textual reports, and the incorporation of a uniform usage type classification scheme for infrastructure. The combination of SACHI and OSM enhanced the detail of the usage type classification for infrastructure from 5 to 13 categories, which allows for the identification of elements critical to Arctic communities beyond industrial sites. Further, the new inventory unites the high level ... Text Arctic permafrost Alaska Copernicus Publications: E-Journals Arctic Sirius ENVELOPE(163.250,163.250,-84.133,-84.133) The Sentinel ENVELOPE(73.317,73.317,-52.983,-52.983)
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description The Arctic region has undergone warming at a rate more than three times higher than the global average. This warming has led to the degradation of near-surface permafrost, resulting in a loss of ground stability. This instability not only poses a primary threat to Arctic infrastructure and human-impacted areas, but can also lead to secondary ecological hazards from infrastructure failure associated with hazardous materials. This development underscores the need for a comprehensive inventory of critical infrastructure and human-impacted areas, that is linked to environmental data to assess their susceptibility to permafrost degradation as well as the ecological consequences that may arise from infrastructure failure. In this study, we provide such an inventory for Alaska, a vast state covering approximately 1.5 million km 2 , with a population of over 733,000 people and a history of industrial development on permafrost. Our SIRIUS inventory integrates data from (i) the Sentinel-1/2 derived Arctic coastal human impact dataset (SACHI), (ii) OpenStreetMap , (iii) the pan-Arctic catchments summary database (ARCADE), (iv) the permafrost extent, probability and mean annual ground temperatures, and (v) the contaminated sites database and reports to create a unified new dataset of critical infrastructure and human-impacted areas as well as permafrost and watershed information for Alaska. The integration steps involved harmonizing spatial references, extents, and geometries, the usage of text mining techniques to generate additional geospatial data on contaminated sites – including contaminants, cleanup duration, and affected medium – from textual reports, and the incorporation of a uniform usage type classification scheme for infrastructure. The combination of SACHI and OSM enhanced the detail of the usage type classification for infrastructure from 5 to 13 categories, which allows for the identification of elements critical to Arctic communities beyond industrial sites. Further, the new inventory unites the high level ...
format Text
author Kaiser, Soraya
Boike, Julia
Grosse, Guido
Langer, Moritz
spellingShingle Kaiser, Soraya
Boike, Julia
Grosse, Guido
Langer, Moritz
Multi-Source Synthesis, Harmonization, and Inventory of Critical Infrastructure and Human-Impacted Areas in Permafrost Regions of Alaska (SIRIUS)
author_facet Kaiser, Soraya
Boike, Julia
Grosse, Guido
Langer, Moritz
author_sort Kaiser, Soraya
title Multi-Source Synthesis, Harmonization, and Inventory of Critical Infrastructure and Human-Impacted Areas in Permafrost Regions of Alaska (SIRIUS)
title_short Multi-Source Synthesis, Harmonization, and Inventory of Critical Infrastructure and Human-Impacted Areas in Permafrost Regions of Alaska (SIRIUS)
title_full Multi-Source Synthesis, Harmonization, and Inventory of Critical Infrastructure and Human-Impacted Areas in Permafrost Regions of Alaska (SIRIUS)
title_fullStr Multi-Source Synthesis, Harmonization, and Inventory of Critical Infrastructure and Human-Impacted Areas in Permafrost Regions of Alaska (SIRIUS)
title_full_unstemmed Multi-Source Synthesis, Harmonization, and Inventory of Critical Infrastructure and Human-Impacted Areas in Permafrost Regions of Alaska (SIRIUS)
title_sort multi-source synthesis, harmonization, and inventory of critical infrastructure and human-impacted areas in permafrost regions of alaska (sirius)
publishDate 2024
url https://doi.org/10.5194/essd-2023-393
https://essd.copernicus.org/preprints/essd-2023-393/
long_lat ENVELOPE(163.250,163.250,-84.133,-84.133)
ENVELOPE(73.317,73.317,-52.983,-52.983)
geographic Arctic
Sirius
The Sentinel
geographic_facet Arctic
Sirius
The Sentinel
genre Arctic
permafrost
Alaska
genre_facet Arctic
permafrost
Alaska
op_source eISSN: 1866-3516
op_relation doi:10.5194/essd-2023-393
https://essd.copernicus.org/preprints/essd-2023-393/
op_doi https://doi.org/10.5194/essd-2023-393
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