EPA has released their updated 2016 publication on indicators of climate change for the United States. This document shows trends in a variety of climate variables including temperature, precipitation, and ice based on a number of different objective data sets. You can watch a slide set with summarized information and read more about it at https://www.epa.gov/climate-indicators.