I'm pretty sure researchers have already found the little island next to which she landed. It appears that she and Fred Noonan died as castaways on the island of Nikumaroro. Bones were found on the island several years later, but have since been lost to history. One researcher even found a piece of aluminum on the island that they believe was used to patch a broken window on her plane.