I hate to ask, but why have you only two replicates for each treatment. You'll struggle to publish the results with that.
Strictly speaking you can't use ANOVA because you cannot really calculate a variance for N=2. If you can't increase the sample size then you have two options. Firstly, write a descriptive paper and simply describe your observations, this is quite often more difficult to publish. The alternative is to take a statistically ignorant approach and just use the ANOVA, but you'll need to check that the data conforms to the assumptions of ANOVA. If it doesn't your into a world of pain and suffering.
I'd suggest you read Underwood (1997) Experiments in Ecology. Its a whole book, all about ANOVA, so its a good place to start!