Heterogeneity properties of methane hydrate formation in a pilot-scale hydrate simulator

•Heterogeneous formation of gas hydrate is studied in a large hydrate deposit.•Effect of kinetic model on hydrate formation properties is analyzed.•The formed gas hydrate is heterogeneously distributed layer by layer.•Heterogeneous hydrate formation is dominated by the migration of gas and water.