Heat, Humidity & Heart Rate

The humidity came through with a vengeance this weekend in NY and even at an easy pace, I found my HR climbing into tempo+ territory on today's long run. Since long and easy miles are designed to improve our aerobic base, is it best to dial it back when it's hot and keep our effort below some threshold, or should we focus on our prescribed Z1 paces and just get the miles done?