The emergence of macroscopic interactions between intersecting pedestrian streams

•We model the dynamics of crossing pedestrian streams at four-way intersections.•Experimental data and Approximate Bayesian Computation are used for model selection.•We show that at high inflow rates interactions between entire streams emerge.•When four streams intersect some streams may move whilst others are jammed.•Thus, intersections may influence pedestrian flows beyond their immediate vicinity.