Downy mildew on cucurbits will start with yellow splotches on the interior of the leaf that will turn dry and reddish in a few days as the tissues die. On the back of the leaf it will look like there are splotches of reddish dead tissue.
Thankfully we haven't got it here, it's one less thing to worry about!
