I think many things about planted tanks require some understanding that deviates from the norms and conventions we were taught as fish only aquarists.
Some, like large weekly water changes using say EI, works great and to our advantage.
But EI targets a particular goal.
And thus has the large water change trade off for less testing/good fish health/some reduction in optential accuracy, but you can increase the water change % and frequency and /or use stok solutions instead of teaspoons etc for higher accuracy.
Depends on your goal and which combination of trade offs works best for your goal.
Since you are using a non CO2 method, and you have noted a reduction in algae, the gaol has changed.
Now the goal is balanced tank needs, with the plant's demand for nutrients/CO2 = the fish waste.
In reality this works pretty well.
But we can still agument this a little without hardly any effort on our part by adding a little tiny bit of nutrients every 1-2 weeks.
Still, the main tenets and goal of a non CO2 method is no testing, little pruning work and no water changes.
The no water changes seems at first a problem.
But...........
If you have a decent fish load, and you are not adding PO4/NO4 from fertilizers other than fish food, the demand is not great.
Over time the plants adapt very well to low CO2.
This can take a few weeks but thereafter things really settle in and these tanks are amazing.
When we do large frequent water changes, the tap water and the exposure of the plants to the air essentially "confuses" the plant. These add large amounts/increases in CO2.
If the CO2 is stable, whether it's high with adding CO2 gas,or without any water changes in a non CO2, then the plants can adapt very well and the algae do not respond.
Changes in CO2 ppm are a good signal if you are an algae spore waiting for ripe conditions to grow.
Plants use a large enzyme to grab and use CO2. This cost a lot to build and make for the plant and plants cannot do this rapidly to meet the demand if things change rapidly.
When the CO2 is high, they stop making so much of this enzyme and get "lazy". So there is not much around.
Then we come along and forget to clean a filter/poor circulation from a huge increase in plant biomass, clogged CO2 disc etc................and the CO2 ppms drop a lot, then the plants stop growing because now they very very little of this CO2 enzyme.
They have to make more to grow in a low CO2 tank. This takes several days/weeks to make enough and redo thier entire metabolism. Algae sense this and start to grow if this goes on too long.
If we bob back and forth from low to high, then we get algae.
This explains why there is no algae in both high and low CO2 planted tanks as well as why we should not do water changes in non CO2 tanks.
Which is really a great thing as neglect, little pruning, no testing, and no water changes are awesome goals for many of us!!
The other option is using less light and CO2 + water changes.
This gives the most wiggle room since less light = less CO2 demand, less nutrient demand and more flexibility in the time to dose and CO2 ppms.
As you add progressively more and more light, these become progressively more critical(CO2/nutrient levels), thus they are pprportional to light intensity.
I do find it odd, that many suggest limiting nutrients, fevorant testing and gloom and doom etc if you do not, yet have never bought a light meter nor measured light
Light, unlike CO2/nutrients, is very stable and thus makes a good place to modify and change growth rates of our plants.
But the books, and articles suggest you need more light for many plants(which is not true).
Then when folks have a rough time with high light and algae, they give up in the hobby.
But most succeed with with non CO2, things just grow slower and and you use much less light because here, they rarely suggest high light and that CO2 gas.
The plant biomass assimilates the fish waste into ore plant biomass in such tanks and thus the water is very ppure, and the nutrients are about as low as you can get them without doing water changes.
Plants can handle super low nutrient levels when your plant growth rate is also slowed down 10-20X to that of a CO2 gas enriched tank!
Make sense?
It's all about the rate of growth.
That's why folks have several methods to grow plants that all work.
Regards,
Tom Barr