Hi all,
I want to study the impact of aquaculture on a hard rocky seafloor community which is naturally low in diversity. 4 replicate images (0.25 m2 each) were taken at fixed distances (0, 20, 40, 80, 120, 160 and 200 m) along 8 transects away from the aquaculture site.
The database has 15 different taxa some of which are continuous (regular abundance data) and others are categorical (0, 1=1-25% cover, 2=25-50% cover, 3=50%-75% cover, and 4=75-100% cover). There’s also lots of zero in the database.
I want to know if the benthic community changes based on the distance away from the aquaculture site.
My 1st approach was to transform my species database to presence/absence. Results are interesting but presence/absence is a drastic transformation and I would like to know if other options are available.
My questions are: when performing a single multivariate ANOVA and dealing with a species database containing categorical and continuous data, is there other transformation possible than presence/absence? Would a standardisation would be appropriate?
Thank you for your input!