Sökning: "Marie Déchelle-Marquet"

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1. 1. Paleoclimate reconstructionfrom climate proxiesby neural methods

   Master-uppsats, KTH/Hållbar utveckling, miljövetenskap och teknik

   Författare :Marie Déchelle-Marquet; [2019]
   Nyckelord :sparse reconstruction; GCM; self-organizing maps; recurrent neural networks; climate natural variability;

   Sammanfattning : In the present work, we investigate the capacity of machine learning to reconstruct simulated large scale surface temperature anomalies given a sparse observation field. Several methods are combined: self-organizing maps and recurrent neural networks of the temporal trajectory. LÄS MER