It was expected to save a million people a year. Trump rejected the agreement for the second time

Donald Trump on Monday decided to retreat the United States from the Paris Agreement. Thus, he withdrew the U.S. from this agreement for the second time in the last 5 years. What is this agreement and why did Trump walk distant from it again?