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A Novel Latent Space Data Assimilation Framework with Autoencoder-Observation to Latent Space (AE-O2L) Network. Part II: Observation and Background Assimilation with Interpretability

  • Hang Fan
  • , Yubao Liu
  • , Yuewei Liu
  • , Zhaoyang Huo
  • , Baojun Chen
  • , Yu Qin

    Research output: Contribution to journalArticlepeer-review

    3 Citations (Web of Science)
    Original languageEnglish
    Pages (from-to)1349-1363
    Number of pages15
    JournalMonthly Weather Review
    Volume153
    Issue number8
    DOIs
    StatePublished - Aug 2025

    Keywords

    • Data assimilation
    • Deep learning
    • Dimensionality reduction
    • Mesoscale systems
    • Surface temperature

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