Theyâre obtained from the burning of the palms of the previous Palm Sunday, which occurs on the Sunday before Easter, and applied during services. Palm Sunday marks Jesusâ return to Jerusalem, when people waved palm branches to celebrate his arrival. The ashes are typically mixed with Holy Water or oil.