Mitigating loss of variance in ensemble data assimilation: machine learning-based and distance-free localization

Vinicius L. S. Silva, Gabriel S. Seabra, Alexandre A. Emerick

We propose two new methods based/inspired by machine learning for tabular data and distance-free localization to enhance the covariance estimations in an ensemble data assimilation…