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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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) |
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Open Polar |
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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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1790596271385346048 |