Solution 1:

Try Alt + left arrow that will go backward in history - if tab is closed it will reopen it.

Solution 2:

Yes it's possible. Close a tab and hit the left yellow arrow in the Eclipse menu bar above. You can adjust the keyboard shortcut for that in the eclipse preferences under General > Keys.

On Mac it's + [