Futures and options terminology can be different.
The futures term for buying a contract is going long.
The futures term for selling a contract is getting short.
If you anticipate a contract's price will go up, you get long that contract.
If you anticipate a contract's price will go down, you go or get short that contract.
When you close the position its called covering (the long or short).