ariel-morrison/variability-masks-permafrost: Code for "Natural variability can mask forced permafrost response to stratospheric aerosol injection in the ARISE-SAI-1.5 simulations" ...

We assess how natural variability may mask the forced response of permafrost to a hypothetical stratospheric aerosol injection (SAI) scenario. We train two logistic regression models to predict whether maps of active layer depth and permafrost soil temperature came from the SAI or SSP2-4.5 (control)...

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Bibliographic Details
Main Author: Ariel Morrison
Format: Article in Journal/Newspaper
Language:unknown
Published: Zenodo 2024
Subjects:
permafrost
Online Access:https://dx.doi.org/10.5281/zenodo.10778469
https://zenodo.org/doi/10.5281/zenodo.10778469
id ftdatacite:10.5281/zenodo.10778469
record_format openpolar
spelling ftdatacite:10.5281/zenodo.10778469 2024-04-28T08:35:27+00:00 ariel-morrison/variability-masks-permafrost: Code for "Natural variability can mask forced permafrost response to stratospheric aerosol injection in the ARISE-SAI-1.5 simulations" ... Ariel Morrison 2024 https://dx.doi.org/10.5281/zenodo.10778469 https://zenodo.org/doi/10.5281/zenodo.10778469 unknown Zenodo https://github.com/ariel-morrison/variability-masks-permafrost/tree/v1.0 https://github.com/ariel-morrison/variability-masks-permafrost/tree/v1.0 https://dx.doi.org/10.5281/zenodo.10778468 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 article Software SoftwareSourceCode 2024 ftdatacite https://doi.org/10.5281/zenodo.1077846910.5281/zenodo.10778468 2024-04-02T10:13:26Z We assess how natural variability may mask the forced response of permafrost to a hypothetical stratospheric aerosol injection (SAI) scenario. We train two logistic regression models to predict whether maps of active layer depth and permafrost soil temperature came from the SAI or SSP2-4.5 (control) simulations, and find that it may take 10-30 years of SAI to accurately detect its influence on permafrost. ... Article in Journal/Newspaper permafrost DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
description We assess how natural variability may mask the forced response of permafrost to a hypothetical stratospheric aerosol injection (SAI) scenario. We train two logistic regression models to predict whether maps of active layer depth and permafrost soil temperature came from the SAI or SSP2-4.5 (control) simulations, and find that it may take 10-30 years of SAI to accurately detect its influence on permafrost. ...
format Article in Journal/Newspaper
author Ariel Morrison
spellingShingle Ariel Morrison
ariel-morrison/variability-masks-permafrost: Code for "Natural variability can mask forced permafrost response to stratospheric aerosol injection in the ARISE-SAI-1.5 simulations" ...
author_facet Ariel Morrison
author_sort Ariel Morrison
title ariel-morrison/variability-masks-permafrost: Code for "Natural variability can mask forced permafrost response to stratospheric aerosol injection in the ARISE-SAI-1.5 simulations" ...
title_short ariel-morrison/variability-masks-permafrost: Code for "Natural variability can mask forced permafrost response to stratospheric aerosol injection in the ARISE-SAI-1.5 simulations" ...
title_full ariel-morrison/variability-masks-permafrost: Code for "Natural variability can mask forced permafrost response to stratospheric aerosol injection in the ARISE-SAI-1.5 simulations" ...
title_fullStr ariel-morrison/variability-masks-permafrost: Code for "Natural variability can mask forced permafrost response to stratospheric aerosol injection in the ARISE-SAI-1.5 simulations" ...
title_full_unstemmed ariel-morrison/variability-masks-permafrost: Code for "Natural variability can mask forced permafrost response to stratospheric aerosol injection in the ARISE-SAI-1.5 simulations" ...
title_sort ariel-morrison/variability-masks-permafrost: code for "natural variability can mask forced permafrost response to stratospheric aerosol injection in the arise-sai-1.5 simulations" ...
publisher Zenodo
publishDate 2024
url https://dx.doi.org/10.5281/zenodo.10778469
https://zenodo.org/doi/10.5281/zenodo.10778469
genre permafrost
genre_facet permafrost
op_relation https://github.com/ariel-morrison/variability-masks-permafrost/tree/v1.0
https://github.com/ariel-morrison/variability-masks-permafrost/tree/v1.0
https://dx.doi.org/10.5281/zenodo.10778468
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_doi https://doi.org/10.5281/zenodo.1077846910.5281/zenodo.10778468
_version_ 1797567541569126400

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