Bruce Berglund invited me to write a blog post on my soccer research for The Allrounder. I urge you to check out The Allrounder. Bruce has done a wonderful job putting it together. The site focuses on sports and science. A direct link to my post may be found here. I discuss how Brazuca beat Jabulani in the competition for better World Cup ball.
Nearly a year to the day after the Berlin Marathon saw a new men’s record, Dennis Kimetto of Kenya established a brand new men’s record in this year’s Berlin Marathon. The 30-year-old completed the race in 2 h 02′ 57″, knocking 26″ off the old record set by fellow Kenyon Wilson Kipsang, and almost 03′ faster than the record at the time this century began. Kimetto completed the 42.194988-km (26.21875-mi) race with an average speed of 5.7198 m/s (20.591 kph or 12.795 mph). For those of you who like to run a mile, Kimetto averaged 04′ 41.36″ per mile. I can’t even run ONE mile that fast. Forget 26 miles!
Congratulations to Dennis Kimetto for setting a new marathon record. I hope he gets to enjoy it awhile, at least until next year’s Berlin Marathon. It won’t be too far in the future before a human being is able to complete a marathon in less than two hours.
Two months ago today, I wrote my last blog post for the 2014 Tour de France. An intense two months of work on Tour de France modeling had just ended for me. Intermingled among that work was my research on Brazuca, the World Cup soccer ball. The media attention my colleagues in Japan and I received for our soccer research was fun and flattering, but by the end of July, I was spent. I needed a break, and I took my first time off of the year with family as we vacationed in Michigan. What I didn’t realize at the time was that my blog writing would be put on hold for so long.
I’ve had many inquiries about when my next blog post would appear. Such inquiries are flattering because it’s always nice to know that someone actually cares about what I write in this space. Believe me, I don’t take myself nearly so seriously as to think that what I write here when the mood strikes me is worthy of public consumption!
Now that I’ve had a break from blog writing, I feel ready to get back at it. My college’s academic year is well underway, and I’m loving my work more than ever. My introductory physics students have just been introduced to Newton’s way of thinking about the world, and energy is the next topic on the agenda. My electricity and magnetism students have reacquainted themselves with special relativity so that they may gain a deep understanding of magnetism. My statistical mechanics students have already seen how Boltzmann joined the world of the unseen with the one we experience in a beautiful equation that actually resides on his tombstone. My research student and I have been learning more about friction as I prepare to be in England during the next academic year. The beauty of my job is that I get to play with so many wonderful ideas and research the world, always learning new things and always nearly jumping out of my shoes each time one of my students thinks physics is cool. It’s no wonder I run up the stairs to reach my office in the early morning hours of each day I work.
Doing science is so much fun. It’s also so much more than that. Helping young people to think critically and skeptically is such an important part of what I do. The US has some of the best scientific minds and institutions in the world, yet we are plagued with scientific illiteracy in our population, and we are embarrassed by politicians who eschew advances in our scientific understanding of the world. If you have not seen the climate science exchanges that took place a week or so ago between John Holdren, our President’s science adviser, and certain members of the House Committee on Science, Space and Technology, I urge you to search the internet for articles and video. I watched the exchanges not only as a scientist, but as a thinking citizen, and all I could feel while watching was shame and embarrassment. One wonders if the goal of certain members of that committee is really to stultify science and its progress. Kudos to John Holdren for his responses and not doing what many other scientists would have done, which is stare at the committee with jaw agape and wonder if there is any hope.
I’m actually full of hope. I’ve got great kids in my classes who are interested in how the world works. All it takes to improve one’s scientific literacy is the willingness to ask questions — and the willingness to work hard to find the answers. Remember, too, that science isn’t about telling us things that we want to hear. It’s about seeking how things actually are. It’s much easier to simply believe something that makes us feel good than it is to invest the effort into figuring out what generations of scientists have actually come to accept. The latter endeavor is SO much more fun!
Marcel Kittel won his fourth stage of this year’s Tour de France with a great sprint to the finish line. The image below shows Kittel just ahead of Alexander Kristoff (click on the image for a larger view).
With Tony Martin’s two stage wins and a stage win for André Greipel, German cyclists won 7 of the 21 stages. Below is Kittel’s winning time and a comparison with our prediction.
- Stage 21: 3h 20′ 50″ (actual), 3h 17′ 50″ (prediction), 03′ 00″ fast (-1.49% error)
We’ll take that error on such a hard stage to predict! Kittel’s average speed is given below.
- Stage 21: 11.41 m/s (41.08 kph or 25.53 mph)
Cyclists hit speeds around 63 kph (39 mph) a few times on the streets of Paris. That’s faster than they would drive on those streets! Seeing the cyclists loop around Paris made me want to return there for another visit.
The man of the hour is of course Vincenzo Nibali, winner of the 101st Tour de France. There were times when he simply looked on a different plane of athleticism compared to his competitors. I grabbed a screenshot as Nibali crossed the finish line (click on the image for a larger view).
I also grabbed an image of Niabli on the podium with Péraud and Pinot and the Arc de Triomphe in the background (click on the image for a larger view).
Nibali was the only cyclist to finish the entire Tour de France under 90 hours. His winning time was 89h 59′ 06″. With the 3 km removed from Stage 5 because of two dangerous cobblestone sections, the total distance biked came to 3660.5 km (2274.5 mi). That gives Nibali an average speed of 11.30 m/s (40.68 kph or 25.28 mph).
It was a great Tour de France! Stages were well planned, and there was plenty of cycling variety. Kudos to Ji Cheng, the first Chinese cyclist to compete in the Tour de France. There were 164 cyclists who finished this year’s Tour de France, and Cheng came in last. But, he did what 34 cyclists who finished Stage 1 could not do; he finished the entire race. He may have been just over six hours behind Nibali, but he will surely return to China amidst cheers. Tour de France athletes are as good as it gets. I couldn’t even finish a single stage of the Tour de France, much less come close to what Ji Cheng did in July. Congratulations to all those who finished!
My research student, Chad Hobson, helped make modeling this year’s race a lot of fun. We are happy with the improvements we made to our model. Except for Stages 4, 5, and 6, where massive tailwinds made our predictions too slow (the rain-soaked and shortened Stage 5 at 7.79% was our worst error), all of our predictions came in under 5%, including five stages under 1%. Predicting stage-winning times isn’t easy!
There was only one cyclist I was interested in watching today: Tony Martin. He was a veritable machine on his bike in the individual time trail with his powerful legs and strong core moving him along French roads faster than anyone else. Below is a comparison between Martin’s time and our prediction.
- Stage 20: 1h 06′ 21″ (actual), 1h 07′ 55″ (prediction), 01′ 34″ slow (2.36% error)
Just ONE cyclist beat our prediction today! Throw out Martin’s time and we miss the second-place time by only FIVE SECONDS. But, we can’t do that! We’ll take our error because watching Martin was watching time-trial cycling at its best. The image below shows Martin at the start and at the finish (click on the image for a larger view).
Note that Martin wore the distinctive rainbow jersey that signifies that he is the racing world champion. I snagged a few more images of Martin in today’s race. The two below show his aerodynamic bike, streamlined helmet, and powerful body (click on the image for a larger view).
I love the rainbow-colored back wheel! The image below shows Martin on a downhill (click on the image for a larger view).
Note how he is off the saddle and compressed. He minimized his frontal area so as to reduce air drag. You simply won’t find better time-trial technique! Below is Martin’s impressive average speed.
- Stage 20: 13.56 m/s (48.83 kph or 30.34 mph)
The 2014 Tour de France comes to a close tomorrow with a 137.5-km (85.44-mi) flat stage that will be mostly ceremonial. Beginning in the commune of Évry, the stage finishes on the famous Champs-Élysées in Paris. Below is our prediction.
- Stage 21: 3h 17′ 50″ (prediction)
Vincenzo Nibali has this year’s race wrapped up. He came in fourth today and extended his overall lead to nearly eight minutes. Italy will celebrate a Tour de France champion, but France will have lots to celebrate tomorrow as well. Jean-Christophe Péraud at 37 years old will take second place, and fellow Frenchman and white-jersey wearing 24-year-old Thibaut Pinot will be in third place. Pinot won Stage 8 in the 2012 Tour de France. He may be one of the favorites to win it all next year.
Lithuanian Ramūnas Navardauskas led the field the entire way through the rain-soaked finish in Bergerac. He held off a ferocious sprint in the final kilometer to take the stage by seven seconds. I grabbed the image below as Navardauskas crossed the finish line (click on the image for a larger view).
Though it rained for much of the stage, speeds were not affected much. As cyclists neared Bergerac, they were navigating some fairly narrow roads at speeds reported to be as high as 64 kph (40 mph). That’s pretty fast on wet roads! Earlier in the race, there were crosswinds and tailwinds reaching 25 kph (16 mph). Winds and rain thus canceled each other a bit in this stage. Below is a comparison between our prediction and Navardauskas’s winning time.
- Stage 19: 4h 43′ 41″ (actual), 4h 46′ 18″ (prediction), 02′ 37″ slow (0.92% error)
That makes five stages for us with an error under 1%. Navardauskas’s average speed is given below.
- Stage 19: 12.25 m/s (44.10 kph or 27.40 mph)
Given all the rain and wind, that’s a great average speed! Navardauskas was lucky to have missed a crash that happened just inside the magic 3-km (1.9-mi) mark. The image below shows the crash (click on the image for a larger view).
Because the crash happened inside 3 km, riders did not lose much time, even if they could no longer compete for the stage win.
Tomorrow’s Stage 20 picks up in Bergerac. The stage is the only time trial in this year’s Tour de France. Moving north by northeast, the individual time trial finishes 54 km (33.6 mi) away in the commune of Périgueux. Our prediction is given below.
- Stage 20: 1h 07′ 55″ (prediction)
We hope to see dry roads and fast cyclists!
Vincenzo Nibali essentially won the 2014 Tour de France today with a dominating performance in the race’s final mountain stage. The image below shows the moment with 8 km (5 mi) left when The Shark decided to chomp all his competition by zooming past Team Sky’s Mikel Nieve Iturralde (click on the image for a larger view).
Nibali finished more than a minute ahead of the rest of the field in winning today’s stage, his fourth stage win in this year’s Tour de France. The image below shows Niabli crossing the finish line with the look of a man who knows he’ll be on the podium in Paris on Sunday (click on the image for a larger view).
Below is a comparison between Nibali’s winning time and our prediction.
- Stage 18: 4h 04′ 17″ (actual), 4h 09′ 45″ (prediction), 05′ 28″ slow (2.24% error)
Just 24 riders out of 164 (14.6%) beat our time, so we feel like we did well with this stage. Nibali’s average speed is given below.
- Stage 18: 9.927 m/s (35.74 kph or 22.21 mph)
Nibali now has an incredible 07′ 10″ lead over France’s Thibaut Pinot, who, with fellow Frenchman Jean-Christophe Péraud, leapfrogged over Spain’s Alejandro Valverde Belmonte, who had been in second since Stage 13.
Tomorrow’s Stage 19 is a 208.5-km (129.6-mi) flat stage that begins in Maubourguet Pays du Val d’Adour, and takes riders north away from the Pyrenees to the finish in the commune of Bergerac. Below is our prediction.
- Stage 19: 4h 46′ 18″ (prediction)
Of most interest in tomorrow’s stage is the fight for the spots behind Nibali. Cyclists will jockey for position so that they will be able to make their move in Saturday’s individual time trial.
Rafał Majka has now done what no other Polish cyclist has done — win two Tour de France stages. He earned his polka dot jersey today by besting all his competitors up the grueling final climb. The image below shows Majka crossing the finish line and picking up 50 climbing points in the process (click on the image for a larger view).
We did much better predicting Majka’s second stage win than we did when he won Stage 14 last Saturday, as the comparison below demonstrates.
- Stage 17: 3h 35′ 23″ (actual), 3h 38′ 06″ (prediction), 02′ 43″ slow (1.26% error)
Majka’s average speed is given below.
- Stage 17: 9.634 m/s (34.68 kph or 21.55 mph)
I continue to be impressed by the vistas in the Pyrenees. The Tour de France is doing a great job making me want to visit southern France! I snapped the image below from my video feed (click on the image for a larger view).
Not a bad place to end a Tour de France stage, huh? Tomorrow’s 145.5-km (90.41-mi) is this year’s final mountain stage. Cyclists begin in the commune of Pau and face the hors catégorie climb to the 2115-m (6939-ft) peak of Col du Tourmalet just a little past the stage’s halfway point. For the second day in a row, riders will have to contend with an hors catégorie climb to finish the stage. The ski resort of Hautacam sits at the end of Stage 18 at an elevation of 1520 m (4987 ft). Below is our prediction.
- Stage 18: 4h 09′ 45″ (prediction)
After the monster climb in the middle, how much will riders have left for the demanding climb at the end?
Michael Rogers of Australia won his first Tour de France stage today with an impressive performance in this race’s first foray into the Pyrenees. Riders endured arduous climbs and dangerous downhills. The scenery was incredible. Check out a sample below (click on the image for a larger view).
I love the green grass and the evergreen trees. Check out the scene when José Serpa crossed the peak of today’s final monster climb (click on the image for a larger view).
I challenged cyclists to come in under six hours today. Rogers and the elite cyclists right behind him almost did just that. Below is Rogers’s winning time and a comparison with our prediction.
- Stage 16: 6h 07′ 10″ (actual), 5h 59′ 36″ (prediction), 07′ 34″ fast (-2.06% error)
With just over six hours in the saddle in a tough stage through the Pyrenees, and with two more to come, I’ll take a 2% error! Rogers was ecstatic to win today, as the screen shot I took shows (click on the image for a larger view).
Not a bad day’s work for the 34-year-old! Below is his average speed.
- Stage 16: 10.78 m/s (38.81 kph or 24.12 mph)
Cyclists face another mountain stage in the Pyrenees tomorrow, beginning in the commune of Saint-Gaudens. The 124.5-km (77.36-mi) stage contains three category-1 climbs before the hors catégorie climb that finishes the stage at an elevation of 1654 m (5427 ft) at Saint-Lary Pla d’Adet, which is close to France’s border with Spain. Below is our prediction.
- Stage 17: 3h 38′ 06″ (prediction)
Vincenzo Nibali will once again don the yellow jersey tomorrow. Can anyone catch him?
Stage 16 is a 237.5-km (147.6-mi) mountain stage that will take riders west from Carcassonne into the Pyrenees. Cyclists will face a huge hors catégorie climb to the 1755-m (5758-ft) peak of Port de Balès before what should be a high-speed downhill sprint into Bagnères-de-Luchon. Below is our prediction.
- Stage 16: 5h 59′ 36″ (prediction)
Tomorrow’s stage will be grueling, especially the aforementioned monster climb near the end. We challenge cyclists to come in under six hours!