If that's what you learned in that class, you should ask for a refund. If the demand curve is relatively steep (i.e. not elastic), then a supply shock (e.g. a drought) could change price drastically while changing quantity very little. This is not an uncommon situation, especially with respect to food commodities.
[EDIT:] Haha whoops! I certainly didn't intend to tell you anything about your own field. I think that in this case you might be missing important details about the situation on the ground. Irrigation water isn't auctioned off to the highest-bidding farmer. Rather, different farmers have rights to various amounts of water, and those rights are ordered so that some farmers will get nothing in a drought while others will get the same amount they get every year. So, while the industry as a whole has not profited from the supply shock we're discussing, the "lucky" farmers with senior water rights certainly have.