Rabu, 06 Juli 2011

Tour de France: Stage 4 power output analysis

453 Watts for the final 2km: A look at Stage 4

Just a very short post as a follow up to the earlier post on the power output during the Tour de France.  And for this, credit to SRM, whose website is an absolute must for anyone really interested in crunching the numbers on the Tour.  The truth is, they do such a great job of breaking down the power files of their riders that it sometimes feels unnecessary to do it again myself, but there are some insights I'd like to try share regarding what happened on the climb up to the Mur-de-Bretagne.

So again we look at Chris Horner - 10th last year, a podium contender this year, he's going to continue to be a great barometer for what is going on at the very front end of the race.

Below is his power output file for the entire 172km (again, click to enlarge).


It shows some of the features we mentioned in our post earlier today - a relatively low average power output of 216 W (still significantly higher than the 176W of stage 1), but particularly in the flatter sections of what was a "bumpy" stage.   For long sections, the power output is below 180 W (the green line in the above graph), but that is also dictated by the profile of the stage - the black line is the altitude graph and if you look at that, combined with the pink trace showing speed, you get an idea that yesterday was a pretty up and down stage, fast then slow, high intensity over rolling terrain.  These types of days are often more taxing than longer, but steadier mountain stages. In fact, at first glance, the power output profile resembles an interval-type session.

But the real story is the final 15% of the stage, and in particular, the last 2km, where the race broke up and Alberto Contador attacked.  Horner's average power output for the final 25 km (which took only 31 minutes) was 318 W (5W/kg), building progressively towards the finishing climb, where it really ramps up.

The Contador attack actually created a small gap over Horner, who ended up 8 seconds down on the stage, but his power output file for those final 2km reveal just how intense the effort was at the front of the race.


So, some numbers.  Horner covered the final 2km in 4:16, with an average power output of 453 W.  The mass being used by SRM is 64kg, and that means that his final 4:16 was done at 7.1 W/kg.  There was a 2 min stretch in the middle, shown in the figure above where the power output was 502W, an enormous 7.8 W/kg.  Note the spikes in power and the not insignificant period of time spent above 540 W, mostly towards the bottom part of the climb.

Some physiological implications

It's too tempting not to try to interpret the physiological implications behind those numbers.  Unfortunately, to do so means making some assumptions.  If we assume a cycling efficiency of 23% (which is reasonable, I think, based on the measurements in elite riders, including Armstrong), then we can estimate that the energy cost of riding at this intensity is 28.3 kCal per minute.  That actually gels pretty nicely with what the SRM is reporting - 116 kCal over 4:16, or 27.2 kCal/min.

It's impossible to know what kind of oxygen cost is involved, because there you have to assume where the energy is coming from.  And for such short, high intensity efforts, that is much more difficult to do than for the longer climbs.  

But if you go to the furthest extreme (which estimates the lowest VO2, call it the "low case scenario") and assume only carbohydrates are providing the energy, then you can estimate a VO2 of 5.6 L per minute, or 87.52 ml/kg/min.  The trouble with this estimate is that it doesn't account for energy production from anaerobic sources and lactate (and hence without oxygen), and so that 87.52 ml/kg/min is likely to be an overestimate.  And the reality is that for an all-out effort like that over 4:16, a cyclist is probably at supra-maximal intensities, or very close to 100% VO2max at least.  For this reason, it would be fascinating to see heart rate data as well, so that we at least get some indication of where Horner is relative to his own ceiling.

Once the climbs lengthen, and we can make a safer set of assumptions over the energy sources, then this kind of calculation will become much more valuable.  For now, it's just illustrative and highlights just how close the limit the finishing drives are, and how remarkable a Tour rider has to be just to hang on when the attacks begin to come at the end of the day

Hopefully that little illustration from Stage 4 contributes to the earlier post.  Enjoy the finish of Stage 5!

Ross

The Tour de France: Power outputs from the outside in

Tour de France power outputs

Yesterday I did a video post looking at the 'magic numbers' from the mountain stages in the Tour de France, and showed you SRM measurements that show that the top cyclists in the Tour ride the longer mountain passes at around 5.9 to 6.1 W/kg, and that riders in the top 20 are a shade below that, in the range from 5.6 W/kg to 5.8 W/kg, depending on the length of the climb.  For shorter climbs, 20 to 30 min, expect 6.4 to 6.5 W/kg from the best.  Those numbers have some fascinating physiological implications, but that's for another post.  Today, I'll look more comprehensively at the power output required in the Tour, not just in the mountains, but start to finish.

To do that, we'll take an outside-in approach - start with the overall, global view, and then get progressively more and more focused on the key segments of the race.  That is, after all, where stages are won and lost - the mountain climbs, the five-minute maximum efforts, the attacks and the sprints.  So let's start with a step back, and consider the Tour as a whole.

The average power output in the Tour

The 2011 Tour takes in 3,430.5 km (or 2,132 miles) over 21 stages.  Last year's race was 3,642 km, and was won in 91 hours, 58 min and 48 seconds.  Incidentally, that winning time is not too dissimilar from the very first Tour, back in 1903, which was won in 94 hr 33 min 14 sec.  The only exceptions are that the 1903 Tour was 'only' 2,428 km long, and was done in only six stages - average length 405 km, and taking on average 16 hours to complete, at a still respectable speed of almost 26 km/hour!  That's especially good when you consider bicycles that weighed about 40 kg (88 pounds)...!

Anyway, back to the modern Tour...in 2005, a group of scientists did some measurements of power output during the Tour (which was 3,698km long), and these are published in a paper by Vogt et al (2007, Int J Sports Med).  They looked at 15 cyclists in the race, all of whom were in the 'mid-pack' (from 40th to 150th), and we'll take a look at their results below.

So the first, global finding?  The average power output over the stages analysed (which included mountain stages and flat stages) of the Tour was approximately 227 W, or 3.2 W/kg.  Average heart rate during the race in the 15 cyclists was 136 bpm.

Riding on the flats - efficient riding with huge efforts

At face value, one might view those numbers with some surprise at how relatively low they are (given what you might have been expecting).  However, one must bear in mind that for long periods, particularly on the flat stages, the intensity of riding in the middle of the pack is relatively low.  That's because riders find shelter in the peloton, and the drafting effect saves huge energy.

For example, consider Chris Horner's data from this year's race in Stage 1, shown below courtesy the SRM website (click to enlarge)


First, the average power output during the stage is "only" 176 W (the green line in the graph).  I say that because many of you would be perfectly capable or riding at that intensity for 5 hours if it was required.  However, the key point is that there are periods of almost no work, where the power output is down in the 120 W range, and there are periods where it is up above 300 W, most notably at the end, which I'll get to shortly.


Telling is the cadence, shown by the blue line - only 66 rpm average, which shows that Horner was sheltered in the peloton and therefore riding a very efficient day's racing.  Speeds of 40km/h or faster could be maintained at a power output of only 150 W, with a greatly reduced need to even pedal, let alone pedal hard, thanks to the drafting effect!

But now look at the final 4km of the race.  You'll recall that this stage ended with a short climb, 3.7km long and the racing was suddenly very intense.


Now, you see the real make-up of a Tour rider - Horner had the ability to produce 430 W over those final 3.7km (6.7 W/kg), including periods up above 700W, albeit for a very short time (these are shown on the graph) is what is required to remain in the group.

So in other words, it's all good and well to ride at 200 W for five hours, but that's not what is needed in the Tour - it's the hard efforts interspersed with easier, economical riding in the peloton that defines the Tour de France.  For example, over the final hour of the stage, Horner averaged 264 W (another rider, Chris Anke Sorensen, averaged 267 W).  For a 10 min period, also at the end, Horner rode at 364 W (almost 6 W/kg).  That puts the 176 W into context.

The mountains vs the flat stages: Long and sustained vs short and supra-maximal

This also brings us to the key difference between the mountains and the flat stages.  It turns out that on the flats, because of this peloton drafting effect where the rider can find shelter and conserve energy, the overall power output is lower on flat stages than on mountainous stages.  That's unsurprising, but is shown in the results from the 2005 Tour.


So the average power output on the flat stages (the stage definitions are defined in the paper) is 218 W compared to 234 W for the mountain stages (around 3.3 W/kg).  No surprise that the mountain stages have a higher power output.

The hard-easy rhythm of the flat stages

But once again, those averages paint an incomplete picture.  What you really need to ask is how that power output is achieved? How is effort allocated throughout the stage in order to remain competitive?  Bear in mind that these 15 cyclists are not GC contenders, and let's take a look at a more detailed breakdown of their workrate during the flat and mountain stages.

First, look at the maximal power outputs achieved for given durations in the 15 cyclists during the flat and mountain stages (remember, these are the highest power outputs, but averaged across the 15 guys measured.  I will show you the best of those 15 guys shortly)


So, on average, you can see that for flat stages, Tour riders will produce a HIGHER power output over shorter durations than in the mountains.  Over 15 seconds, for example, cyclists produce 895W on the flat compared to 836W in mountain stages.  That's due to the sprints or attacks, or the very short, very hard 'pulls' at the front of the race for team sprinters or leaders.

Over 1 minute, the maximal power output achieved is 657 W on the flat stages, compared to 557 W in the mountains.  Again, this is because the nature of racing on the flats requires these very intense efforts, either to respond to attacks, to make the attack, or to remain in the group when the hammer is down in the final 10km of the stage.

The sustained efforts of the mountains

But then, at some point, around 3 to 5 minutes, the situation switches.  Now, the maximal power output in the mountains is higher than on the flat roads, which also makes sense - there are fewer  situations on the flat stages where riders must go at almost 7 W/kg (490 W in this group) for more than three minutes.  In contrast, this kind of effort is more common in mountainous stages - the finish of Stage 1, for example, the 3.7 km climb, would require something in the range of 6.5 W/kg to 7 W/kg, as we saw for Horner above.  For Phillipe Gilbert, who won that stage out in front (and thus not getting any draft benefit), the power output could easily have been above 7 W/kg for 5 or 6 minutes.

Another example - last year in Mende, the top men rode the 3km climb in 9:30, averaging close to 7 W/kg (you can see my analysis of this climb in the video in yesterday's post)

So, in the mountains, that kind of effort is much more common - the power outputs required even in the main part of the peloton are significantly higher over these longer durations, and the short, sharp attacks are no longer required.  What this tells you about the Tour is that the requirement for sprint efforts - short but very intense - is greater on flat stages, which is not surprising.  In the mountains, 30 minutes of sustained higher intensity, but not much above 6 W/kg, is what is required.

The peak of effort - the highest power outputs in individuals

Remember that the above graph is the average of all 15 cyclists, so it includes men who are not involved at the front of the race on either flat stages or in the mountains.  Cyclists who are not GC contenders would have to manage their efforts carefully during the Tour, and so those numbers are lower than what is probably being averaged at the front of the race.  To get an idea of the maximal efforts in a Tour, we must take the best of the 15 cyclists and look at their values, which I've done in the graph below.


So now you can see some significantly higher power outputs - the highest 15 second power output in the race was almost 1200 W, or 20 W/kg, and it came on a flat stage.  Unfortunately, we don't know who this is and when it was achieved, but it's likely a lead-out or an attempted sprint for stage win.  Incidentally, the very best sprinters in the Tour are going to peak at closer to 2,000 W - there are reports of Cavendish at 1,600 W and so 2,000 W for short periods is not inconceivable (a colleague of mine has tested elite BMX riders in Cape Town and measured 2,000W in a guy weighing almost 90kg, so around 20 W/kg is probably close to the ceiling).

As we increase the distance, you can see that the maximal power output drops, but one cyclist, for example, produced a power output of 690 W for three minutes on a flat stage.  Another produced 560 W for five minutes.  Again, we don't know what the situation here was - it may have been in a domestique who had to pull their team leader back into the peloton after a puncture, it may have been team orders to get to the front and chase down a breakaway, and the rider spent three minutes driving as hard as possible at the front.

In the mountains, the maximal power output for the shorter durations is not nearly as high as for the flat stages.  As mentioned, that's because those short, hard efforts are rarely required, except for those at the front either racing for yellow or helping team leaders in the final kilometers of mountain-top finishes.  However, once again, over 30 minutes, to be competitive, it's necessary to produce between 5.5 and 6 W/kg.  In the 2005 Tour, one cyclist rode at 6.1 W/kg for 30 minutes - this was a climber making his big effort perhaps for a stage win, or to ride with the head of the Tour on a final climb.

To show you one example of this, consider once again the graph of Chris Anke Sorensen during the 2010 Tour de France, when he was the last team-mate of Andy Schleck on the Port de Bales (you can hear my explanation in the video on yesterday's post)


So overall, the climb took 54:14, and Sorensen averaged 334 W (5.3 W/kg).  But again, that's only a small part of the story.  The climb begins with Sorensen in the lead group, riding at 5.6 W/kg for around 12 minutes.  Then he takes over at the head of the race.  Now, with no shelter from other riders, his power output is much higher to keep the pace hard, and he averages 385 W, or 6.1 W/kg for the next 21:34.  That brutal effort is enough to thin that leading group to only 15 men.  Eventually Sorensen drops away, and the elite of the Tour begin their attacks (this was the climb where Schleck attacked, then had his chain issues, and Contador went by and gained time).

To repeat what I said yesterday, this is a great barometer for what is happening at the front of the Tour - the intensity of Sorensen is slightly higher than those in the group behind would require to stay there, so you can assume around 5.8 W/kg to 6 W/kg for the elite 15 men.  They then have an overall drop in power output once Sorensen departs, because a tactical battle with attack and counter-attack begins.  The end result is that those elite probably average a shade under 6 W/kg for the entire climb (if I had to guess, based on the comparison and the various calculations for power output, I'd peg the top riders at 5.8 W/kg to 5.9 W/kg for these climbs lasting 45 to 60 minutes).  The same was suggested for the Col du Tormalet climb, where Chris Horner conceded only 3% to Schleck and Contador, averaging 5.6W/kg for the climb.  Separate calculations for Contador and Schleck, as well as extrapolating based on Horner, suggest about 5.9 W/kg.

What all this illustrates though, is the enormous capacity of a Tour rider, even one who is not competing for overall honours.  The 176W on stage 1, the 220 W average for flat stages, and even the 234 W average for mountain stages now take on some real meaning, because if you can't elevate work-rate to around 500W, or even 700W for three minutes, then you can't perform your role, even as a domestique!  Or, if you can't get close to 5.5 to 6 W/kg for 30 minutes, then you don't survive in the mountains.  So the real test of Tour-caliber is to handle the extremes of intensity - 7 to 8 W/kg for a few minutes, almost 6 W/kg for 30 minutes.

Thoughts on the Tour so far

And to win the Tour, 6 W/kg for 45 minutes, on every long, finishing climb.  That begins next Thursday, of course, with the ride up to Luz Ardiden.  And based on yesterday, we can expect some ultra-aggressive racing.  Alberto Contador has already conceded time, but his attack yesterday was interesting because it suggests that he feels he has good form.

I wrote the other day that one of the big questions for him was whether he's recovered from a Giro win only a month ago.  It would be reasonable for him to stay in the peloton and 'recover' over the first ten days of the Tour, and so the fact that he's involved at the front of a short climb where there's really little to be gained, suggests that he feels capable of his best over the Tour.

It will be interesting to see the power outputs in those final 3km.  Based on the similarities between this finish and Stage 1, I would guess that you were seeing around 7 W/kg for the final 5 minutes, and perhaps the attack was up above 8W/kg for 30 seconds.  Hopefully, SRM will release Horner's data later today, and I'll throw a quick post up on it.

Another slight surprise yesterday was the names NOT in the front group of 10.  Thor Hushovd was there, but Andy Schleck, Leipheimer, Horner, Wiggins, Kreuzinger - many big names, were not.  And sure, Hushovd was a man on a mission to keep his yellow jersey.  And yes, it probably wasn't a 'priority' stage given that time losses would be small and thus perhaps not worth that enormous effort, but it was still somewhat surprising to see who didn't make the group once Contador attacked with about 1km to go.

Does it mean those men are not in good shape?  The answer is no, not necessarily, and I think part of the reason may be related to what I've spoken about in the post - the physiology of being able to produce say 8 to 9 W/kg for three minutes, is quite different to being able to produce 6 W/kg for 30 minutes or longer.  So all we can really say is that Contador is in good shape, as is Evans, but their good performances yesterday don't predict a good climb up Luz Ardiden, and neither do the time gaps for Schleck, Wiggins and co suggest that they'll struggle in the high mountains.  However, it does raise a seed of doubt.

It certainly sets the high mountains up nicely.  Today is a flat stage - expect the usual early break-away, reeled in by the sprinter's team, and a bunch sprint.  Then Wednesday is what is called a "lumpy" stage, followed by another flat stage, and then a testing stage to Super-Besse on Saturday, where we may see a change in the yellow jersey.  If it doesn't happen then, look for Sunday, where riders will hit five Cat 2 and Cat 3 climbs within about 50km in the middle of the stage.

As always, we'll be following!

Ross

Oh, last one - some light entertainment.  Three years ago, Samuel Demoullin won a stage into Nantes.  During the ceremony, a protester jumped up onto the stage, and Bernard Hinault, the famously aggressive "badger" lived up to his reputation and took care of business.  The clip is below:

Selasa, 05 Juli 2011

Video post: The Power output in the mountains of the Tour de France

Video post: Power outputs and the the magic number in the Tour de France

Below is a short video (9:42) where I talk you through the power outputs that are required of the world's best cyclists when the roads turn upwards in the Pyrenees and Alps.  That happens next Thursday, of course, and that's where the analysis we do will get really interesting.

However, the question is: What does a Tour contender need to be able to sustain for 10 minutes, 20 minutes and almost an hour in order to remain competitive and to challenge for yellow?

Some of you may have read in Armstrong's book that he and Ferrari had a target of 6.7 W/kg as a 'threshold power output' that would be needed to win mountain top finishes on climbs that can, in some cases, last close to an hour. 

The video below explores what the real "magic number" for a Tour winner might be (if you are receiving this in an email and cannot view the video, click here to be directed to the site to watch)



Of course, in an ideal world, we won't have to extrapolate to the race and stage winners.  I've said before that SRM data for all should be tracked.  However, I'm satisfied that the combination of other methods and extrapolating using the likes of Horner and Sorensen's data gives us a great indication of what is happening at the front of the peloton.  And the magic number, in terms of what the best riders are producing on climbs 30 minutes or longer is around 6 W/kg. 

The Tour analysis continues

As the race unfolds, we'll see where the roads of France and the racing take us.  I'm sure that there will be some great data (there always is) and we'll do what we can to bring you some insights (if Contador or Schleck blast up a climb at 7W/kg, we'll explain what it means!)

The above video is a pretty broad overview, an introduction of sorts, and so tomorrow I'll continue the analysis by doing a more in-depth analysis and add to this some descriptions of sprint power, flat stages compared to mountains and heart rate data from the Tour.

In the meantime, some follow up reading:
Enjoy the racing today!

Ross

Senin, 04 Juli 2011

Liver and meatballs separated by a wall of sweet potatoes

A commenter wrote here some time ago that she liked to eat rice because rice can be easily used to separate food items on a plate. One can just as easily use sweet potatoes to do that; preparing the sweet potatoes in much less time than the rice. This post explains how, with a simple recipe.

- Cut up half of a sweet potato as shown on the first photo below, adding coconut oil or butter to prevent the pieces from sticking to a microwave-safe saucepan.
- Microwave the sweet potato pieces in high heat for about 5 minutes.
- Use the sweet potatoes to separate food items as in the second photo below, showing beef liver and meatballs with their respective sauces.
- Cover the dish with a wet paper towel to prevent spilling, and microwave it for as long as needed to heat up the meats. In this case, 2 minutes in high heat was enough. That will further cook the sweet potato, but not to the point of burning it.




The above assumes that the beef liver and meatballs are leftovers that had been cooked before. In this example, we have about ½ lb of meat and ½ of a sweet potato. As far as plant foods are concerned, sweet potatoes are at the very high end of the nutrition density scale. This is a very nutritious and satiating meal (for me) with over 55 g of protein, as well as a great mix of macro- and micro-nutrients.

Sport shorts: Ironman WR? Zabriskie's "vegan" diet?

Sport shorts:  Zabriskie's "vegan" diet and the Ironman World record

Two sport shorts for you today, because these topics both featured on our Facebook page and Twitter feed and generated a lot of chat, so they're worthy of putting out here as well.

Zabriskie's diet and the energy challenge of the Tour de France

First, the Wall Street Journal ran this piece on American cyclist David Zabriskie who is taking part in the Tour de France on what is mostly a vegan diet.  There's the fine print (or the asterisk in the headline) that says that he is allowing himself salmon for its nutritional value, but mostly, he's going with the non-meat options.

I did a link to this on our Facebook site and up jumped a great discussion (another reason to "like" our Facebook page - some good spillover stuff over there!), some 32 posts deep on the article and the diet, so I thought I'd bring it over here as well!

The energy demand of the Tour

The Tour is obviously a massive energy challenge - 5 to 6 hour days in the mountains are extremely energy costly.  Jonathan did this post a couple years back, describing the approximately 6,000 kCal per day energy requirements for a cyclist.  And that's just the average - the high mountain stages reach the 8000 kCal mark.

The challenge for a Tour rider is that they have to replace huge amounts of energy in a relatively short space of time - some is taken in on the ride, then the rest must be squeezed into a relatively narrow window after exercise, before sleep.  Strenuous training also has an "anorexic" effect in that it kills the appetite, and so generally, whatever energy deficit is there after cycling must be replaced in a space of maybe 5 to 6 hours.  That would equate to around 700 kCal per hour.

And so Tour riders are not just great cyclists, they have to be great eaters!  A study by Klaas Westerterp looked at Tour de France energy balance and found that the average energy cost of a day in the Tour was 6,100 kCal, and the riders managed to replace about 6,000 kCal per day over the 3-weeks.  In other words, they almost matched energy use.  Over the course of the Tour, a rider will lose some weight, and as I mentioned in yesterday's post, their hormone function does change for the worse over the three weeks of the race (cortisol up, testosterone down, for example).  So getting energy balance as close to optimum is of course vital.

The "vegan diet" and energy/nutrient intake

In terms of the Zabriskie "vegan + salmon diet", the question is HOW did the riders manage to almost on top of their energy use per day?  And the first significant point is that cyclists actually ingest huge amounts of energy DURING cycling.  It was found that 49% of the daily energy intake was achieved during the day's stage.  That's almost 3000 kCal on the bike, and it's achieved with the intake of 94 grams of carbohydrates per hour during racing (which made up 70% of the energy intake on a stage, so the riders do eat foods and get energy from fat and, to a lesser extent, proteins).

This means that much less has to be replaced after the stage, but highlights the importance of eating on the ride - if you don't, then you leave a significant 'mountain' to climb after the day's racing.

In the course of a 24-hour day, the energy came from the following sources: 15% from proteins, 62% from carbohydrates and 23% from fat.  For Zabriskie then, or anyone who wants to eliminate meat from the diet, the primary issue is whether it's still possible to get the energy intake right, and also to get the right levels of protein in.  There's some evidence that protein ingestion aids recovery, so while it may be  small as an overall percentage of energy intake, it may play a vital role in getting through the Tour.

Managing fuel for optimal performance

Now, I don't know enough about Zabriskie's diet to comment on its specifics. Also, I'm wary of going into that area given that I'm not a dietician and shouldn't claim to know specifics anyway - in this country, dieticians study for five years and specialize in the area for two, so I'm no more likely to get specifics right than they are details of physiology!  And in all my interaction with any athletes, my interest has been more the practical management of diet for elite performance, not saying "eat X not Y", or "add A, B and C to your diet".

However, I will say this.  A vegan diet does present challenges to meeting the energy and nutrient requirements of a Tour, because animal products make protein and fat ingestion easier, and are more energy dense.  But, a vegan-like diet does not make them impossible, for three reasons.  First, there are many ways to get nutrients in, it's sometimes a matter of getting creative (which, for a professional athlete on the road, can be very, very difficult).

The second reason is that the evidence from Westerterp suggests that half the energy replacement happens during the day's riding, and is mostly in the form of carbohydrates.  That would not affect Zabriskie.  So in reality, his challenge is to replace another 3,000 kCal, not the full 6,000 kCal per day.

The role of awareness and proactive diet management

The third reason that any diet can be effective, in my experience, is that awareness of nutrition is often a crucial factor that enables effective nutrition.  That is, simply being made more aware of diet improves diet in those individuals who want to improve!  This is why dieticians are often so interested in educating their clients about their food choices, and why tracking daily food intake helps.  There are studies, for example, showing that keeping a food diary assists weight loss without any other intervention - awareness leads to effectiveness.

And so my interpretation of the success of vegan or vegan-like diets (Zabriskie is one. Scott Jurek, I'm told, is another) is that often, they may be effective because the person going onto the diet is consciously aware that there are some practical limitations that must be overcome, and this awareness, combined with the more methodical approach to diet, helps the athlete eat better than they might have done before.

In other words, a diet that may be sup-optimal in concept can be more effective than an optimal diet, because the athlete is more invested, more aware, more careful.

The diet debate - a never-ending range of possibilities

There's going to be debate about whether a vegan diet is optimal or not.  Whether meat is better than vegan.  I could play devil's advocate, and bring up the concept of a paleo-diet, for example, which is the very opposite extreme that says that high protein is the way to go, that our bodies "evolved" for that diet and that our reliance on carbohydrates is sub-optimal and unnecessary.  This is even being applied to endurance exercise, and while I don't agree with it for exercise, there are cases and some compelling reasons why it can't be dismissed out of hand.  Then there are those who will argue for high carbohydrate.  And those who argue for everything in between - as I pointed out on Facebook, the diet world is full of new ideas, fads and revolutions, and the sciences are only really just scratching the surface.

The bottom line is that a Tour de France rider must replace the energy, and the nutrient (both macro and micro) composition of the diet must be carefully managed.  I think that a vegan-like diet is possible, but may introduce some challenges.  However, those can be overcome (in the case of Zabriskie, by adding salmon, among other things!), and in the end, provided one is sensible and balanced in the diet, performance can be optimized regardless of the global view of diet.

That is, don't argue "vegan" vs "meat", rather take a systematic view of everything in it, and that might reveal that barring the very far extremes (the zero carb diet, for example), the body is good enough to go on a range of different fuels!

The Ironman World best performance - 7:45:28

Then the second snippet for today is an Ironman World Record in Austria, and the hint of controversy that it has generated.

Yesterday, Belgium's Marino Vanhoenacker set the fastest time ever recorded in an IronMan event, when he produced an extra-ordinary 7:45.28 performance.  It came thanks to a 46:49 swim, a 4:15:24 bike leg (that's for 180km, for the non-Ironman followers) and a marathon time of 2:39:24.

Absolutely extra-ordinary times, particularly the run off a super fast bike leg, and it was enough to break the old world record (held by fellow Belgian Luc van Lierde) by 4:29.

Then this morning, I woke to suggestions that maybe the course was short.  It was being said that the bike leg was around 4km short, and the run somewhere between 0.5km and 1km short.  Those distances are probably worth a combined 6 to 8 minutes, and so if true, it would account for the times.

However, I've spent the last half-hour trawling to confirm this, but so far, nothing.  Even the official Ironman Website carries Vanhoenacker's picture and a headline of the World Best time, and so it would seem that the rumors are unsubstantiated.

Most of them come off chat forums, from people who have participated in the event and measured it with their own Garmins, or who have mapped the course on mapping programmes.  I guess the question is whether the accuracy of those exceeds that of the official course measurements.  This is something that has seemed to come up every time I've written about Ironman events - last time, it was in relation to Chrissie Wellington's performances.  There seems some real dissent about courses, some that are rumoured to be more lax than others with measurement.

But given that this race is part of the Iron Man series, and given that it is in its 13th year, I'd be very surprised if it was short and that they still carried news of it on the official website.  Then again, stranger things have happened, but I think for now, we have to recognize that the World Best time stands, until the official IronMan organization suggest otherwise.

So Marino Vanhoenacker is the current Ironman World record holder (insofar as we have WR for different courses - world's best is the more accurate term, but that's picking holes).  A 2:39 marathon off a 4:15 bike is an exceptional performance, for sure.

The Tour continues

Tour de France coverage continues, a video soon on the power output numbers from the Tour

Ross



Minggu, 03 Juli 2011

Le Tour 2011, off with a bang and Contador's 'mountains'

The 2011 Tour starts with a bang (and clatter) as Contador's challenges grow

The 2011 Tour de France is underway, and Phillipe Gilbert is the owner of the race's first yellow jersey.  His win was his 12th in the last 16 races he has entered (and 7 out of 8 since mid-April), and even before the roads tilted slightly upward towards the finish on the Mont des Alouettes, he was the comprehensive favorite to take the stage and with it the yellow jersey. Fabian Cancellara challenged hard with about 500m to go, but Gilbert's response and the manner with which he accelerated away from the field underlined why he has been near unbeatable this year.  It would be fascinating to see some power output data from his SRM, but more on this below...

Contador concedes time

However, the big news of Stage 1 was the 1:20 time gap conceded by Alberto Contador, the pre-race favorite, who got caught up in an accident about 8.5km from the finish.  Astana's Maxim Iglinsky clipped a spectator on the right hand side of the road, 'bounced' back into the peloton and took maybe a dozen riders down, and held up anyone who wasn't in the front quarter of the race.

That included Contador, who tried to rally with his SaxoBank team-mates, but they were always fighting a losing battle.  The problem at that point is that the sprinter's teams have already gone to the front and in an attempt to prevent any late attacks, maintain a super high intensity.  That intensity is almost impossible to combat in a late, relatively disorganized chase, and so Contador's gap grew steadily from its initial 30 seconds.

It didn't help that he was slowed somewhat by another crash within 3km from the finish.  This crash actually allowed him to rejoin his big rivals, Andy Schleck among them, and so Contador and Schleck actually crossed the line in the same group.  However, pro cycling has the 3km rule, which means that any riders involved in accidents in the final 3 km are given the same time as the group they were in at the time of the accident.  Therefore, Contador may have physically rejoined Schleck, but he was 1:14 behind him in "real time".

The end result is that Gilbert will wear yellow during today's team time-trial, while Contador is 1:20 behind him, and 1:14 behind most of his major rivals, with a further time loss possible in today's TTT.

Contador's Tour - the subplot to the racing

Contador was, even before today's stage, the big talking point of the race, for many reasons.  As the defending champion and favorite, he would have been the focal point anyway.  But added to that is the the Court of Arbitration for Sport (CAS) hearing that hangs over his head and threatens his titles in last year's Tour de France, this year's Giro, and, should he win this year, the 2011 Tour.  That all stems from the clenbuterol positive after the 2010 race, and the decision by the Spanish cycling federation to clear Contador after accepting his explanation that the failed test was due to contaminated beef.

That decision was appealed by the UCI, but CAS could not schedule the hearing before the Tour, and so Contador is clear to ride.  That's not his fault, certainly, but the problem is that he'll be followed by jeering crowds (as happened at the team presentations on Friday) and a great asterisk above his name because any wins may well be stripped once that CAS decision arrives.  Then again, they may not, and he may be cleared altogether.  It's a fragile, uneasy place for cycling to be in, with its biggest name a "lightning rod for discontent" as Bonnie Ford of ESPN put it in her excellent article on Contador (which is one of the best summaries you'll read)

Contador's recovery, heart rate and capacity to double - the cycling story

That's one part of the interest surrounding Contador.  The other is his ability to recover from his efforts in winning the Giro d'Italia in May.  His is not an entirely unprecedented double attempt - the Giro-Tour double has been done before, most recently by Marco Pantani in 1998.  I probably don't need to remind you that the late Pantani was one of the more notorious dopers and was rumored to have cycled with a hematocrit up in the 60s whenever he was successful.  Whether it's possible to do the same with anything like 'normal' physiology is the question.

The relatively short turnaround time (5 weeks) means the rider has to recover without losing conditioning, which compromises Tour specific training.  We know that a rider's condition at the end of a Grand Tour is significantly different from at the start - this study showed that a cyclist's hormone levels are significantly changed during the course of the Tour de France - the function of their pineal glands, adrenal glands and testes are all compromised by consecutive days of intense effort.  The same would be expected of the Giro, and regardless of how easily Contador won that race, controlling every mountain stage, he would have needed a period off to recover afterwards.  The question are: a) has it affected his conditioning going into the Tour, and b) will he have recovered sufficiently to remain competitive in the final 10 days of this Tour?

Contador has suggested as much either in interviews or through tweets in the last week or so.  He has said that his training has been restricted to lower intensity work since the race ended on May 29, and that his form is an unknown quantity, even to him (whether this is true, or whether Contador is perhaps playing games leading up to the Tour is difficult to say)

One tweet mentioned that his heart rate recovery had just returned to normal for the first time since early June.  Just to fill in the blanks, a person's heart rate is often cited as a measure of fitness and overtraining.  The more complete explanation is that the ability of the heart rate to return to resting values is largely determined by a balance between their sympathetic system (the fight or flight system that gets you going when you are stressed) and the parasympathetic system ("rest and digest" system).

This is why a pretty reliable test for whether you are recovering from training is to measure how much your heart rate decreases over a given time period (say, one minute after a standard exercise test), or to look at how long it takes to reach a given value after a standard exercise bout.

A backloaded race and implications for rider physiology - "underdone" may be better

So what Contador is suggesting is that his physiology was still in a state of 'stress' as recently as a week ago.  The intriguing question of his ability to recover is further compounded by the 2011 Tour route.  It's certainly a climber's route, with only one individual time-trial and a huge series of climbs in the Alps and Pyrenees.

The interesting aspect of the Tour for Contador is that this year's Tour is really "backloaded" - the mountains are all stacked into a very narrow band towards the end of the Tour.  The first big foray into the mountains comes on Stage 12 (Thurs 14 July) with a climb up Luz Ardiden.  That is followed by another two mountainous rides including a finish up Plateau de Beille, then a flat stage and rest day, and then it's into the Alps.  This year's Tour is a celebration of the Alps and so they feature some brutal climbs, including the 18th stage and three Hors Categorie climbs.

All in all, the last 10 days of the Tour are punishing, and so any rider who starts the Tour in peak condition may well find themselves clinging to that peak by the time they hit the Alps.  This, more than ever, may be a Tour where you want to start slightly underdone, using the first week and a half on the relatively flat roads to round off into your best condition.

For Contador, that may work both ways - if it's true that he hasn't done much quality training in June, the first week may be just what he needs.  Or conversely, the severe climbs towards the back of the race may be just what will reveal the after effects of his Giro.  It will be fascinating to watch.


The Science of Sport coverage

Then of course, Contador's triple challenges of the doping 'axe', the hostile crowds and media, and the recovery issue just got bigger with his time losses on the very first stage.  He now has three or four proverbial "mountains to climb", and that doesn't even include the likes of Plateau de Beille and Alp d'Huez.

It certainly adds even more drama to what will surely unfold in the Pyrenees and Alps and should make for a very attacking, drama-filled Tour de France.

Our plan is to analyze any physiological or scientific aspects of the race, as we've done in the past.  Within the first week, I'll bring you some analysis of the "Magic numbers of power output", the kind of power output that is required to compete in the sprints, on the mountains and to win the Tour de France.

We'll kick off there, and see where this race takes us.  We will bring you our own analysis of power output data that will be made available throughout the Tour, and try to interpret the why and how behind the what?

There will also be discussion of doping, it's sadly unavoidable, but we'll also focus on the riding and their performance (probably in that context...), so join us over the next 3 weeks for the Grand Tour, sports science style.

Recommended reads

Nobody does Tour de France coverage quite like the following, so they are our recommended reads for news coverage of le Tour:

If I come across any others, I'll be sure to post them.

Also, I'll be using our Twitter and Facebook pages to update you on links and other interesting stories, so do follow us if you're keen to stay in the loop a little more!

Enjoy the team time-trial!

Ross

Jumat, 01 Juli 2011

Science of Sport hits YouTube: The video concept

The Science of Sport on YouTube: Home ground advantage video presentation

Today is the launch of something we've planned for a long time, and that's to bring you The Science of Sport on YouTube, and in video on the site.  We've been trying hard this year to expand our reach and now have Facebook and Twitter accounts where some of the "quick-and-easy" and spillover content and discussion goes, but YouTube allows us to use video to literally talk to you about The Science of Sport!

Video lends itself to communicating sports science quite effectively, and so what I'll do as regularly as possible, is create videos of the topics that we cover on the site, usually in presentation form, and then link them via our YouTube account, as well as post them on the website.

It doesn't mean an end to the written posts, so those who enjoy a read on the train or at their desks, don't worry - there's no cutback in the pipeline!  But from time to time, mostly because I do quite a few presentations on Sports science to the public and in the academic world, it will create a more personal platform if we can use video.

Home-ground advantage

So, to kick off, a video presentation of our Home-Ground advantage series.

There are three videos in total, each 8 to 10 minutes long.  Part 1 deals with the concepts of home-ground advantage, Part 2 with the stats from Super Rugby, and Part 3 the travel factor.

Just a quick note - if you are reading this as an email because you subscribe to our email service, you may find that the YouTube clips either don't appear or come out as black blocks.  If that happens, click HERE and you'll go to the website where you can watch the clips

Part 1: Home ground advantage concepts and theories (9:05)



Part 2: Home ground advantage in Super 14 Rugby - who is in the fortress, who is in the shack? (10:54)



Part 3: Going overseas and the effect on home ground advantage (7:36)



To the future, and the Tour de France, the issue of Talent vs Training (I am giving a presentation at the Sports Science Institute of South Africa on this on Monday August 1st), pacing strategies and any other topics, look for more of the same!

Enjoy Wimbledon!  Enjoy the start of the Tour!

Ross