With processed foods that are made of many different ingredients, it is very complicated, though not impossible, to calculate the CO2 emissions from transport by multiplying the distance travelled of each ingredient, by the carbon intensity of the mode of transport (air, road or rail).
Wal-Mart publicized a press releasing that stated food traveled 1500 miles before it reaches customers.