It's extremely difficult to have any kind of plant that close for night shots. Even the slightest breeze will blur it with a long exposure. It definately seems like there was still quite a bit of light pollution where you were. How far were you from the nearest city? How large is the city? Were you facing towards it?
I've personally found that it's usually best to be at least 30-40 miles from the nearest city of 30,000 even if you are shooting away from it. It's amazing how much light pollution travels. Where was the moon in relation to your shot? Even the moon will cause a great deal of pollution if it's near the frame.
Your settings appear to be pretty close to what I usually shoot at, depending on how bright the moon is. I prefer to have an aperture between f/5.6 and f/8 to help make the stars brighter than a smaller aperture would give.
Try finding something of more interest that is solid (generally not plants) in the foreground, and if possible position the North Star near one of the Rule of Thirds powerpoints. (that isn't a must, but it usually seems to work better)
Also, focus seems off. That can be one of the harder things to do when it's dark. Keep in mind that most lenses will focus beyond infinity to adjust for temperture variations, so just focusing as far over as it will go will rarely, if ever, work.