Weeds
Docks (the broadleaf variety is the most commonly seen) is a perennial with a large tap-root. Small and prostrate on regularly mown fields, it gets quite large in sidings ground and pasture.
Seeds survive a long time, and build up in soil. Cultivated soil is often infested again quickly, both by the seeds and re-growth of tap roots which are often not destroyed by cultivation.