Lastrup is a city in Morrison County, Minnesota, United States. The population was 120 at the 2020 census. Lastrup was founded by imm…Lastrup is a city in Morrison County, Minnesota, United States. The population was 120 at the 2020 census. Lastrup was founded by immigrants from Schnelten, a small peasantry near Lastrup in Lower Saxony, Germany.