We are definitely in a severe drought. Although everyone should be cutting back on using water, the trees (even native ones) are under severe stress. You can see the evidence all over town; many trees are dying. Austin Parks and Recreation has put out a nice handout on how to water your trees to help them survive without overuse of water. I thought it would be useful to readers.
If you do lose trees this year, consider replacing with drought resistant varieties this fall.