He discovered the river in March 1500 while sailing along the coast of Brazil and named it Río Santa María del Mar Dulce, which was later shortened to Mar Dulce (Sweet Sea). The present day name may be derived from the indigenous people, led by women, who attacked the European explorers on the banks of the river.
This is a reference to mythical female warriors from Hellenistic culture.