As someone who's struggled with knee problems, I'd also recommend even simple knee warmers, to buttress the jacket/glove suggestions.
On a long descent, your knees and legs could stiffen up a lot if you're spinning consistently down it. With wildlife still out there and what you've indicated will be moderate downhill speeds, something to protect the knees might be worth it too.