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Why is sweat loss so inaccurate?

I weigh myself before and after a ride, add in the bottles consumed (correct bottle sizes) For a 2 hour ride the estimated sweat loss is out by about 1.5kg in water weight.  It really bad...  I have tracked this over a number of rides (note I am not a particularly heavy sweater).