A Gaussian process state-space model for atmospheric CO2 and sea surface temperature index reconstruction from boron isotope and planktonic δ18O proxies.
Taehee LeeCharles E. LawrencePublished in: CI (2020)
Keyphrases
- gaussian process
- state space model
- surface temperature
- dynamical model
- high resolution
- gaussian processes
- regression model
- bayesian framework
- model selection
- latent variables
- semi supervised
- hyperparameters
- kalman filter
- image reconstruction
- autoregressive
- em algorithm
- latent space
- probabilistic model
- computer vision
- machine learning
- maximum likelihood