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{{Main|Overtraining}}
Without sufficient rest to recover from the training stress, the fitness level starts to decline, with each training bout further reducing fitness. Sadly, the response to this is often to increase the training stress, creating a positive feedback cycle.
[[File:Supercompensation-fatigue-small.png|center|frameless|500px]] ==Intensity and Supercompensation==Different intensities produce different levels of fatigue and resulting supercompensationSupercompensation. In the diagram below, the blue line shows insufficient intensity, producing only a small amount of supercompensationSupercompensation. The orange line is too intense, requiring so long to recover that little supercompensation Supercompensation occurs. The red line shows far too much intensity, resulting in an inability to supercompensateSupercompensate. The black line shows an intensity level resulting in injury rather than supercompensationSupercompensation. Thus it is important to work out the right level of intensity to produce the required level of supercompensationSupercompensation. This is a 'Goldilocks' situation, where too much or too little intensity produces a negative outcome. For each individual, there is an optimum level of exercise and recovery that produces the best supercompensationSupercompensation. The most common problem in highly motivated athletes is when they are working too hard with too little rest, they understand that they are not improving, but they adjust the wrong way and try to work harder. Exercise is not a situation where 'more is better'. [[File:Supercompensation-Intensity-small.png|center|frameless|500px]] ==Different Systems==The diagram below represents a personal hypothesis based on my observation that [[Long Run|long runs]] and speedwork can be combined. After a long run, it is quite practical to perform speedwork and gain benefits, when doing a long run at that point in the recovery would produce serious fatigue or injury. My hypothesis is that the long run primarily affects the endurance fitness and speedwork primarily affects aerobic fitness. Thus a long run triggers the endurance supercompensation Supercompensation curve (red), but does not have much impact on the aerobic supercompensation Supercompensation curve (green). Likewise, the speedwork triggers the aerobic supercompensation Supercompensation curve (green), but does not have much impact on the endurance supercompensation Supercompensation curve (red). In practice, things are probably a lot more complex than this, but I believe this is a useful model. (As George P. E. Box said "[[All models are wrong]], but some models are useful".) [[File:Supercompensation-different-systems-small.png|center|frameless|500px]] == How long to rest? ==I am a big believer in running four days a week, as it allows for tough training and good recovery. However, different levels of training stress will require different rest periods. To make matters more complex, different systems ([[Muscle|muscles]], cardiovascular, tendons, bones, hormones) are likely to require different rest for a given training stress. This means that the optimum amount of rest is likely to vary significantly. However, it is generally accepted that doing ‘quality’ 'quality' or ‘hard’ 'hard' workout every day is too much. The idea of alternating hard and easy days is based on the need for more than 24 hours rest. I believe it is reasonable to conclude that the ‘easy’ 'easy' days do nothing more than interfere with the rest that is needed, and hinder fitness, rather than improving it. Hence the idea of training four days a week. == Too much rest? ==
It is possible to get too much rest. Trying to gain fitness on one or two days training per week does not seem to work for most people. This can be shown in the image below.
[[File:Supercompensation-toomuchrest-small.png|center|frameless|500px]] ==Modeling Human Performance==There are various ways of [[Modeling Human Performance]] that use the short and longer term effects of training to predict performance. For a single workout, they produce a similar result to supercompensationSupercompensation:[[File:TSB Single Workout.jpg|nonecenter|thumbframeless|500px]][[Category:Training]][[Category:Science]]