Flux inversion is the process by which sources and sinks of a gas are identified from observations mole fraction. The often involves running Lagrangian particle dispersion model (LPDM) to generate simulations movement over domain interest. LPDM must be run backward in time for every measurement, this can computationally prohibitive. To address problem, here we develop novel spatio-temporal emul...