A framework to assess permafrost thaw threat for land transportation infrastructure in northern Canada

Abstract Prediction of permafrost stability is associated with challenges, such as data scarcity and climate uncertainties. Here we present a data-driven framework that predicts permafrost thaw threat based on present ground ice distributions and ground surface temperatures predicted via machine lea...

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Bibliographic Details
Main Authors: Ali Fatolahzadeh Gheysari, Pooneh Maghoul
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Communications Earth & Environment
Online Access:https://doi.org/10.1038/s43247-024-01317-7