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Data-driven predictions of the time remaining until critical global warming thresholds are reached

Leveraging artificial neural networks (ANNs) trained on climate model output, we use the spatial pattern of historical temperature observations to predict the time until critical global warming thresholds are reached. Although no observations are used during the training, validation, or testing, the...

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Detalles Bibliográficos
Autores principales: Diffenbaugh, Noah S., Barnes, Elizabeth A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9963891/
https://www.ncbi.nlm.nih.gov/pubmed/36716375
http://dx.doi.org/10.1073/pnas.2207183120