This photo is from last year, descending White Mountain Peak in eastern California in the middle of October. Meanwhile it’s 50 degrees and sunny outside my window here in New York in mid-December.
One of the benefits of being on the east coast is that we do have four full seasons. Of course as my photo suggests, you can have seasons in California too. You just may need to drive to a different part of the state to see them.