Welcome to the TR community!
To answer your first question, you don’t need to perform workouts exactly like how your race will be. Long and intense sessions are taxing both physically and mentally, which is why those sorts of workouts are limited in a typical training plan. As you said, most workouts are either longer and slower or shorter and faster (though there certainly can be crossover).
Those longer but slower rides are good for building up your base fitness, while the shorter, more intense workouts will target the energy systems you need to build up when training for your goal event. Long and intense workouts could be beneficial if implemented correctly within a plan. If overdone, however, they can contribute significantly to excess fatigue and burnout.
In other words, the risks of these types of sessions may outweigh the potential rewards.
Here’s a good article we have on this subject that could be useful for you:
As for your second question, you will lose some base fitness as you lower volume and increase intensity as you approach your goal event, but you don’t lose as much as you might think. Further, athletes typically feel “sharper” or more primed for their goal event as they approach it and decrease volume in favor of intensity.
You will indeed do Zone 2/base workouts to maintain the fitness you built up during the base period to help maintain the fitness you’ve gained, but the main focus will shift towards more race-specific workouts as you get closer to your A race of the season.
The inverse happens in the off-season and the base phase. You’ll lose some of those high-intensity gains you made during your build and peak periods, but high-intensity cannot be maintained for the entire year. While you’ll lose that fitness in the short-term, if you allow yourself to rest, recover, and rebuild once more by going through a complete training cycle of base > build > peak, you’ll likely gain more fitness than you did through the previous cycle, and thus reach a higher peak fitness for your A race the next season.
Hope this helps! Feel free to let me know if you have any other questions.