What is swap space used for?

Can you please explain what swap space is used for in the context of computer systems and operating environments? I'm curious to know how it functions as a vital component in managing memory resources and how it contributes to the overall performance and stability of a system when physical memory becomes scarce. Understanding its purpose and operation would help me grasp the intricacies of memory management better.