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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| Format: | Article in Journal/Newspaper |
| Language: | unknown |
| Published: |
Zenodo
2024
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| Subjects: | |
| Online Access: | https://dx.doi.org/10.5281/zenodo.10778469 https://zenodo.org/doi/10.5281/zenodo.10778469 |
| _version_ | 1821679643957133312 |
|---|---|
| author | Ariel Morrison |
| author_facet | Ariel Morrison |
| author_sort | Ariel Morrison |
| collection | DataCite |
| 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 |
| genre | permafrost |
| genre_facet | permafrost |
| geographic | Morrison |
| geographic_facet | Morrison |
| id | ftdatacite:10.5281/zenodo.10778469 |
| institution | Open Polar |
| language | unknown |
| long_lat | ENVELOPE(-63.533,-63.533,-66.167,-66.167) |
| op_collection_id | ftdatacite |
| op_doi | https://doi.org/10.5281/zenodo.1077846910.5281/zenodo.10778468 |
| 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 |
| publishDate | 2024 |
| publisher | Zenodo |
| record_format | openpolar |
| spelling | ftdatacite:10.5281/zenodo.10778469 2025-01-17T00:12:33+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 Morrison ENVELOPE(-63.533,-63.533,-66.167,-66.167) |
| 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" ... |
| 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_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_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_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" ... |
| url | https://dx.doi.org/10.5281/zenodo.10778469 https://zenodo.org/doi/10.5281/zenodo.10778469 |