In reply to Major L. Ngoilenya.

I think you should post your question and sample data to the SAS Support Communities. It doesn't sound like a PCA analysis to me. It sounds like you want to predict the relative proportion of each plant type based on the values of the environmental variables. By posting some of your data, you will get better advice.