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:
Online Access:https://dx.doi.org/10.5281/zenodo.10778469
https://zenodo.org/doi/10.5281/zenodo.10778469
Description
Summary: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. ...