Yeah that'll do it. I'd dig them up, remove any rotted roots, fix the soil, and repot. Plenty of options like perlite, coarse sand, tree bark. And make sure you don't compact the soil by packing it down when potting.
Edit: also the other question about fertilizer. Could be too much. Likely not too much sun, since you said it's been cold and rainy.