When you start working out or dieting to lose weight, you tend to lose a lot of weight rapidly in the first few days. That weight is usually mostly water weight, so it is quite true that the initial 10 pounds or so could be water weight, depending on the person. When glycogen starts burning, you lose water weight as per each gram of glycogen, 3 grams of water weight is lost (5).