Obviously we can't stop eating/wearing clothes because crops need water. It would be nice if that website ranked things in order of water usage, rather than just stating how much water goes into each product. In Australia, it's been proposed that products start carrying a water rating on them, like the efficiency ratings you see on appliances.
www.treehugger.com/files/2008/04/water-ratings-for-food-labelling.php
There's a lot of Australian information about how water intensive various crops are, probably because they've been having a lot of drought problems. And in Australia, between 2004-2005, agriculture accounted for 65% of all water consumed.
There, the most water intensive crops are rice, sugar cane, and cotton, but pasture for grazing is the largest overall consumer of H2O.
Pasture for grazing uses only 3.5 megalitres/hectare, but uses the most water in total (2.9 million megalitres) because it has the largest area of land under irrigation (814,000 hectares).
Here's a water intensive crop chart-
Total water used (megalitres) / average use per hectare (megalitres)
pasture for grazing: 2,887,837 / 3.5
cotton: 1,734,951 / 6.4
rice: 1,253,227 / 12.3
sugar cane: 1,056,598 / 5
pasture for hay/silage: 799,397 / 3.7
cereal crops for grain/seed: 695,365 / 2.4
grapevines: 633,183 / 3.5
fruit and nut trees, berries: 629,639 / 4.5
vegetables 416,875/3.8
other broadacre crops: 166,673 / 3
I wish they broke that down further- "fruits" and "vegetables" are pretty vague. Another site I looked at listed the following as water intensive crops:
Rice, cotton, alfalfa, apples, pecans, melons, corn, peppers, potatoes, watermelon, peanuts.