Software

This is a list of software and tools developed by the group, mainly in numerical modeling, spatial interpolation and data assimilation.

Interpolation

• DINEOF (Data Interpolating Empirical Orthogonal Functions): a tool for removing missing data in geophysical data sets
• DIVA (Data-Interpolating Variational Analysis): a spatial interpolation software
• DIVAnd the N-dimensional version of DIVA.
• DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations. 

Data assimilation

• Ocean Assimilation Kit: tool kit for ensemble and reduced-order assimilation
• Weakly Constrained Ensembles Method to create dynamically constrained ensemble perturbation for ensemble forecasts and data assimilation.