Key word

  • データ同化
  • Particle Filter

まとめ

Textbook

  • K. Law et al., Data assimilation: A mathematical introduction, 2015
  • S. Reich et al., Probabilistic Forecasting and Bayesian Data Assimilation, 2015
  • A. J. Majda and J. Harlim, Filtering Complex Turbulent Systems, 2012

Review

  • P.J. van Leeuwen, Y. Cheng and S. Reich, Nonlinear Data Assimilation, 2015
  • P.J. van Leeuwen, et al., Particle filters for high-dimensional geoscience applications: A review, 2019
  • R. Sebastian, Data Assimilation: The Schrödinger Perspective, 2019
  • T. Pierre, et al. A Review of Innovation-Based Methods to Jointly Estimate Model and Observation Error Covariance Matrices in Ensemble Data Assimilation, 2020