Ground ice content predictions for the Northern Hemisphere permafrost region at 1-km resolution

Ground ice content is one of the least known characteristics of the permafrost-affected soils in the Northern Hemisphere. At the same time, ground ice content exerts a crucial effect on the thermal response of permafrost to changing climate and environmental conditions, and dictates the permafrost d...

Full description

Bibliographic Details
Main Authors: Karjalainen, Olli, Aalto, Juha, Kanevskiy, Mikhail Z., Luoto, Miska, Hjort, Jan
Format: Other/Unknown Material
Language:English
Published: Zenodo 2022
Subjects:
Ice
Online Access:https://doi.org/10.5281/zenodo.6497315
id ftzenodo:oai:zenodo.org:6497315
record_format openpolar
spelling ftzenodo:oai:zenodo.org:6497315 2024-09-15T18:11:20+00:00 Ground ice content predictions for the Northern Hemisphere permafrost region at 1-km resolution Karjalainen, Olli Aalto, Juha Kanevskiy, Mikhail Z. Luoto, Miska Hjort, Jan 2022-05-02 https://doi.org/10.5281/zenodo.6497315 eng eng Zenodo https://doi.org/10.5281/zenodo.6497314 https://doi.org/10.5281/zenodo.6497315 oai:zenodo.org:6497315 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode permafrost ground ice volumetric ice content statistical modelling Circumarctic info:eu-repo/semantics/other 2022 ftzenodo https://doi.org/10.5281/zenodo.649731510.5281/zenodo.6497314 2024-07-27T06:52:24Z Ground ice content is one of the least known characteristics of the permafrost-affected soils in the Northern Hemisphere. At the same time, ground ice content exerts a crucial effect on the thermal response of permafrost to changing climate and environmental conditions, and dictates the permafrost degradation-related geomorphic, hydrologic, and ecological processes, including thermokarst. This dataset presents numerical estimates of volumetric ice content over the permafrost region at a 1-km spatial resolution. The predictions are representative of pore and segregated ice contents in the topmost five meters of permafrost. We use compilations of field measurements of ground ice contents from across the permafrost region to train statistical models and to predict volumetric ice content with the aid of high-resolution geospatial data on climatic, soil and topography conditions. The dataset facilitates assessments of conditions of changing permafrost landscapes at an improved spatial and thematic resolution. Additional funding acknowledgements National Science Foundation (NSF) NNA-1928237 National Science Foundation (NSF) NNA-2126965 National Science Foundation (NSF) NNA-2022590 Other/Unknown Material Ice permafrost Thermokarst Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language English
topic permafrost
ground ice
volumetric ice content
statistical modelling
Circumarctic
spellingShingle permafrost
ground ice
volumetric ice content
statistical modelling
Circumarctic
Karjalainen, Olli
Aalto, Juha
Kanevskiy, Mikhail Z.
Luoto, Miska
Hjort, Jan
Ground ice content predictions for the Northern Hemisphere permafrost region at 1-km resolution
topic_facet permafrost
ground ice
volumetric ice content
statistical modelling
Circumarctic
description Ground ice content is one of the least known characteristics of the permafrost-affected soils in the Northern Hemisphere. At the same time, ground ice content exerts a crucial effect on the thermal response of permafrost to changing climate and environmental conditions, and dictates the permafrost degradation-related geomorphic, hydrologic, and ecological processes, including thermokarst. This dataset presents numerical estimates of volumetric ice content over the permafrost region at a 1-km spatial resolution. The predictions are representative of pore and segregated ice contents in the topmost five meters of permafrost. We use compilations of field measurements of ground ice contents from across the permafrost region to train statistical models and to predict volumetric ice content with the aid of high-resolution geospatial data on climatic, soil and topography conditions. The dataset facilitates assessments of conditions of changing permafrost landscapes at an improved spatial and thematic resolution. Additional funding acknowledgements National Science Foundation (NSF) NNA-1928237 National Science Foundation (NSF) NNA-2126965 National Science Foundation (NSF) NNA-2022590
format Other/Unknown Material
author Karjalainen, Olli
Aalto, Juha
Kanevskiy, Mikhail Z.
Luoto, Miska
Hjort, Jan
author_facet Karjalainen, Olli
Aalto, Juha
Kanevskiy, Mikhail Z.
Luoto, Miska
Hjort, Jan
author_sort Karjalainen, Olli
title Ground ice content predictions for the Northern Hemisphere permafrost region at 1-km resolution
title_short Ground ice content predictions for the Northern Hemisphere permafrost region at 1-km resolution
title_full Ground ice content predictions for the Northern Hemisphere permafrost region at 1-km resolution
title_fullStr Ground ice content predictions for the Northern Hemisphere permafrost region at 1-km resolution
title_full_unstemmed Ground ice content predictions for the Northern Hemisphere permafrost region at 1-km resolution
title_sort ground ice content predictions for the northern hemisphere permafrost region at 1-km resolution
publisher Zenodo
publishDate 2022
url https://doi.org/10.5281/zenodo.6497315
genre Ice
permafrost
Thermokarst
genre_facet Ice
permafrost
Thermokarst
op_relation https://doi.org/10.5281/zenodo.6497314
https://doi.org/10.5281/zenodo.6497315
oai:zenodo.org:6497315
op_rights info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.649731510.5281/zenodo.6497314
_version_ 1810448913733255168