BOD of waste water is estimated by measuring the amount of:

Biological oxygen demand (i.e., BOD) is measured by the amount of oxygen that would be consumed when all the organic matter in one litre is oxidized by bacteria.

Thus, the BOD of waste water is estimated by measuring the amount of oxygen consumption. The other options are incorrect. So, option d. oxygen consumption is the correct answer.