Its natural for the pH of a tank to steadily decrease as the organic compounds build up over time (especially so in planted tanks)... in your case, all the rotting plant matter are contributing to increasing organic waste that the beneficial bacteria have to handle and this increased nitrification process has an acidifying effect and lowers pH.
Its similar to blackwater streams with lots of rotting leaves and branches in the water, the water pH typically hits 4.0 levels, some fishes thrive in those environments.
Fertilizers don't affect pH significantly so no issues with their usage.
I guess once your plants recover and the rate of them melting decrease, the system will gradually stabilize itself and you'll see the pH maintaining at more moderate levels. Cleaning your filter and rinsing the bio-media and sponges to dislodge all the trapped detritus also helps alot too, alot of the rotting plant matter (aka waste bio-load) is usually trapped in the filter.
The algae growth is mainly due to the influx of excess nutrients and poor plant health, as the plants deteriorate their nutrient in-take decreases and their rotting leaves return ammonia and nutrients back into the system, hence the algae takeover and feed on them. Its more to do with excess nutrients rather than pH.
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