This dataset consists of temperature measurement data from flow-through heat transport experiments. Temperature was measured for fluid and solid phases to determine local thermal non-equilibrium effects, as well as for boundary conditions. The number of experiments indicates data from a distinct experimental run with a specific flow velocity. Each text file includes the acquired temperature data of each sensor at 1-second intervals. An Excel file contains information on sensors for fluid or solid phases assigned to grain sizes and sensors for boundary conditions.