What is the impact of COVID-19 on our water supply? As we learn on the Season 2 debut of “What About Water?” scientists’ initial fears the virus could be waterborne, as well as airborne, have lessened. But as it has in just about every other aspect of our lives, COVID has affected how we understand and use water.