House Democrats are planning to resurrect a special committee focused on climate change, giving them a platform to spotlight an issue on which polls show President Donald Trump is out of step with the public.

Democratic Leader Nancy Pelosi of California will ask her colleagues to reconstitute the select committee, which was created under her watch 11 years ago and disbanded by Republicans after they took control of the House in January 2011. The plan was described by senior Democratic...