They are called 部首. And, in antique dictionaries like 康熙字典, they are referred to as 部. It is very formal and scholarly to address the whole bunch of characters containing 氵 or 水(at the bottom) or other parts showing links to 水 as 水部. The logic here is ''the original character of the radical' + 部', following the rules of classical Chinese.
However, in everyday life, when we describe how to write an unfamiliar character or admiring calligraphy, we cannot address both 氵 and 水 as 水, because they are too vague for radicals in different positions. Popular names are called for, and here I enclose a list of popular name for radicals found on wikipedia.
Popular Names for Radicals(Chinese)
三点
helps you visualize the radical.字旁
means the radical's position is at the side.字头
means it is at the top.