What is this icon meaning above my phone?
It is the Power saving mode active notification icon on Samsung devices. Find out more at Android Central.

Answer to second question: Just swipe down from screen-top. You can see notifications, tap on it, it will open that application. This link shows list of major  notification icons for Samsung devices.