Best type D cell batteries for Spotlight

Hello all. I’m new here but I have a question. I live in the northeast and just installed the Battery Operated Spotlight outside. It runs on 4 D-cell batteries and I know the cold can affect them. Does anyone have any suggestions on the best type of battery to use so that they last longer in cold weather? Thanks.