Can the higher ferts just be daily dose on a bottle? I suppose we then go back to the “show it works” argument from above. Fair.
Yeah sure, maybe not the bottle dose, as most are a bit lean (
@dw1305's worlds most expensive water), but a multiple of it. Most beginners already have a bottle in hand, so if they did well and got something that contains all macros and micros - like TBC Complete or APT, then we can just advise them to dose a bit more than is on the bottle.
So what’s the cause of algae?
I don't think we'll ever know that unfortunately, and its exasperated by the fact that multiple different combinations of factors can contribute.
To me, in broad brush terms, algae is caused by instability in the 'system'. That instability in the system can be instigated by a range of factors that need to change rapidly to cause the instability. Rapid changes in CO2, changes in light, changes in ferts, changes in plant mass (large trimming session), changes in accumulated organics, changes in dissolved oxygen etc etc. A mature tank with healthy plant growth can better handle fluctuations in those factors better than a newly set up tank can, as there is a larger buffer.
I think often one of the biggest things negatively affecting tank stability is the aquarist. New tanks often seem to take 3-4 months to achieve stability - and sure, a large chunk of that is biological maturation - but often I think that is also because it takes a couple of months before the aquarist grows tired is messing about tweaking the inputs to the tank (I'm as guilty of that as the next person), and sits back a lets things cruise, then stability gets chance to set in, and the tank improves - sometimes the best policy once everything is initially set up, is just to sit on our hands!