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One fundamental subprocess for the utilization of alternative fuels for automotive applications is the in-cylinder mixture formation and therefore the fuel injection, which largely affects the combustion efficiency of internal combustion engines. This study analyzes the influence of the physical properties of various model-fuels on atomization and spray propagation at temperatures and pressures matching the operating conditions of today's gasoline engines. The experiments were carried out using an outwardly opening, piezo-driven gasoline injector. In order to cover a wide range of potential fuels the following liquids were investigated: Alcohols (Ethanol, Butanol and Decanol), alkanes (Iso-Octane, Dodecane and Heptane) and one furane (Tetrahydrofurfuryl Alcohol). The macroscopic spray propagation of the fuels was investigated using shadowgraphy. For complementary spray characterization droplet sizes and velocities were measured using Phase-Doppler Anemometry.