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ML4EO

Concepts - Function Apprximate

CSIC
UCM
IGEO

Formulation

yn=y(sn,tn)\begin{aligned} y_n &= \boldsymbol{y}(\mathbf{s}_n, t_n) \end{aligned}
(1)

Examples

State Variables:

  • Binary - Ocean/Land Masks (Differentiable Mask)
  • Continuous: Orography, Topography (Compressed Differentiable Topogrophy)

Summary Statistics:

  • Mean Climate Fields, u(s),u(t)u(\mathbf{s}), u(t)

Data Compresssion:

  • L2 - Interpolated Data (SST, SSH, SSS, OC)
  • L3 - Reanalysis Data (Compressed Reanalysis)

Unstructured

  • L1 - Weather Stations (Observations Interpolation)
Table of Contents
TOC - App III - I2I
Table of Contents
Appendices