Many complex flows such as those arising from ocean plastics in geophysics or moving cells biology are characterized by sparse and noisy trajectory datasets. We introduce techniques for identifying Lagrangian Coherent Structures (LCSs) of hyperbolic elliptic nature Hyperbolic LCSs, which represent surfaces with maximal attraction repulsion over a finite amount time, computed through regularized...