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

2 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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