Gridded active layer thickness across northern permafrost regions from 2003 to 2020
This dataset provides the annual gridded active layer thickness (ALT) across northern permafrost regions (NPR) at 1 km resolution for the period 2003–2020. The ALT in permafrost regions refers to the upper layer of soil that thaws and refreezes annually as a result of seasonal temperature variations...
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Online Access: | https://doi.org/10.5281/zenodo.10070610 https://doi.org/10.1088/1748-9326/ad0f73 |
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ftzenodo:oai:zenodo.org:10070610 2024-09-15T17:34:48+00:00 Gridded active layer thickness across northern permafrost regions from 2003 to 2020 Liu, Zhihua 2023-11-03 https://doi.org/10.5281/zenodo.10070610 https://doi.org/10.1088/1748-9326/ad0f73 unknown Zenodo other:Widespread deepening of the active layer in northern permafrost regions from 2003 to 2020 https://doi.org/10.5281/zenodo.10070609 https://doi.org/10.5281/zenodo.10070610 oai:zenodo.org:10070610 https://doi.org/10.1088/1748-9326/ad0f73 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode permfrost active layer thickness tundra carbon climate change info:eu-repo/semantics/other 2023 ftzenodo https://doi.org/10.5281/zenodo.1007061010.1088/1748-9326/ad0f7310.5281/zenodo.10070609 2024-07-27T06:20:33Z This dataset provides the annual gridded active layer thickness (ALT) across northern permafrost regions (NPR) at 1 km resolution for the period 2003–2020. The ALT in permafrost regions refers to the upper layer of soil that thaws and refreezes annually as a result of seasonal temperature variations. It is a critical parameter in permafrost studies because it determines the depth to which plant roots can penetrate and influences various ecological and engineering processes. This dataset was produced based on the relationship between available ALT site measurements (2966 site-years) and satellite observations of annual gridded predictors, including vegetation, temperature, soil, and topography, using a Random Forest (RF) approach. The annual ALT map for the NPR was generated using the ensemble mean of ALT from the ten best RF predictions. Extensive uncertainty analysis was also conducted. The dataset can be viewed at https://liuzh833.users.earthengine.app/view/altv1 Other/Unknown Material Active layer thickness permafrost Tundra Zenodo |
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permfrost active layer thickness tundra carbon climate change |
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permfrost active layer thickness tundra carbon climate change Liu, Zhihua Gridded active layer thickness across northern permafrost regions from 2003 to 2020 |
topic_facet |
permfrost active layer thickness tundra carbon climate change |
description |
This dataset provides the annual gridded active layer thickness (ALT) across northern permafrost regions (NPR) at 1 km resolution for the period 2003–2020. The ALT in permafrost regions refers to the upper layer of soil that thaws and refreezes annually as a result of seasonal temperature variations. It is a critical parameter in permafrost studies because it determines the depth to which plant roots can penetrate and influences various ecological and engineering processes. This dataset was produced based on the relationship between available ALT site measurements (2966 site-years) and satellite observations of annual gridded predictors, including vegetation, temperature, soil, and topography, using a Random Forest (RF) approach. The annual ALT map for the NPR was generated using the ensemble mean of ALT from the ten best RF predictions. Extensive uncertainty analysis was also conducted. The dataset can be viewed at https://liuzh833.users.earthengine.app/view/altv1 |
format |
Other/Unknown Material |
author |
Liu, Zhihua |
author_facet |
Liu, Zhihua |
author_sort |
Liu, Zhihua |
title |
Gridded active layer thickness across northern permafrost regions from 2003 to 2020 |
title_short |
Gridded active layer thickness across northern permafrost regions from 2003 to 2020 |
title_full |
Gridded active layer thickness across northern permafrost regions from 2003 to 2020 |
title_fullStr |
Gridded active layer thickness across northern permafrost regions from 2003 to 2020 |
title_full_unstemmed |
Gridded active layer thickness across northern permafrost regions from 2003 to 2020 |
title_sort |
gridded active layer thickness across northern permafrost regions from 2003 to 2020 |
publisher |
Zenodo |
publishDate |
2023 |
url |
https://doi.org/10.5281/zenodo.10070610 https://doi.org/10.1088/1748-9326/ad0f73 |
genre |
Active layer thickness permafrost Tundra |
genre_facet |
Active layer thickness permafrost Tundra |
op_relation |
other:Widespread deepening of the active layer in northern permafrost regions from 2003 to 2020 https://doi.org/10.5281/zenodo.10070609 https://doi.org/10.5281/zenodo.10070610 oai:zenodo.org:10070610 https://doi.org/10.1088/1748-9326/ad0f73 |
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.1007061010.1088/1748-9326/ad0f7310.5281/zenodo.10070609 |
_version_ |
1810295342431731712 |