U.S. and China Commit to Paris Climate Agreement

This last weekend the United States and China came together to adopt the Paris Climate Agreement, as reported in The New York Times in this article. But what does that mean? Is the Paris Climate Agreement a treaty? How would you know? And if it is, what exactly was the meaning of the announcement? Did the U.S. and China become parties to the treaty with this so-called "adoption"?