In my experience, when you go on very long (10-20mi) walks in hot weather, you need a backpack even more, since you have to carry around large amounts of water (either in water bottles or in one of those hydration pack things).
Biking is different, of course--you're not outside for as long (at least for a given number of miles), and you can store your water bottles on the bike itself.