You need to take inventory of what things you are measuring. If they are measurements of UI windows then integers of pixels would be just fine. But that would not work for holding the measurement of the mass of a proton. It is the old tale of scale and precision.
The easiest solution might be to standardize them all to one unit of measure. As harriyott said you could add that to your column name. I'm not a huge fan of that due to flexibility in refactoring later if requirements or designs change, but it is an option)
If these measurements are wide open and general such that you need to support very large to very small numbers, maybe the measurement could be split into two columns. One to hold the magnitude and one to hold the unit of measure. One of the biggest downfalls to this would be comparing values if you need to find the heaviest objects, etc. It can be done with a lookup table, but certainly adds a level of complexity.