The wind-tunnel tests discussed in the previous sections have shown that, in well-controlled static conditions, the zigzag tape strips may lead to a significant decrease in the aerodynamic drag. In actual races, this reduction will have been much lower since in the curves, which take about half of the track length, the position of the legs will deviate from the wind-tunnel configuration. The right leg will alternately be stretched, raising the drag area, or partly cover the lower left leg, while undergoing an angle of attack change towards the incoming wind for part of the curve. Furthermore, one arm swinging freely in the flow (like is always done in the curves) also raises the drag area. Taking all this into account, the total gain of using zigzag strips on the lower legs and cap during races was estimated to be about 4% to 5% for the male skaters tested. Unfortunately, the period in which there existed a difference between skaters that actually wore the zigzag strips and those who did not is very limited. Already during the Nagano Games other teams recognized the potential benefit and also applied the strips (e.g., the Norwegian team). Hence, there is little material for a thorough statistical analysis. Nevertheless, in view of the large impact that turbulators have on the aerodynamics of skaters, whether it is zigzag tape or rough fabrics, differences must be retrievable from the results, albeit probably with less accuracy a statistical study with a large number of realizations might produce. In the following, an attempt is made to quantify the impact of the zigzag strips, by approaching the matter from three different angles.
5.1. Looking Closer at the 1998 Nagano Results
The first analysis is based on three consecutive 5000 m events in 3.5 months’ time, just before, at and just after the 1998 Nagano Olympic games in which Dutchman Gianni Romme came out as a winner. Since these were all world records, this enables us to compare his performance in the three races, assuming he constantly used his average optimum power. To investigate this in more detail, let us look at the three races, starting in Heerenveen, the Netherlands (Thialf venue), during a world cup meeting on 7 December 1997 (without drag reducing zigzag strips) and ending in Calgary, Canada (Olympic Oval), during the World Championships Single Distances on 27 March 1998, where all the top 10 skaters used the zigzag strips.
To determine how much power a skater puts in his propulsion, generally, a simple Equation (3) can be used:
It combines the average power required to overcome the aerodynamic drag force of the skater, in which CD is the average drag coefficient, A is the frontal area and ρ is the local air density, and the average ice friction force with µ, the ice friction coefficient; m, the mass of the skater; and g, the gravitational acceleration. For momentary velocities, eq. 3 is not suited, since a term covering the accelerations is omitted.
To calculate Romme’s average required power, a value of 0.275 for the drag area C
DA was used following from the equations suggested by van Ingen Schenau [
13], with a correction on the basis of the open jet measurements reported above. The skater’s mass and length were taken to be 85 kg and 1.90 m [
14].
References [
1,
15] give a variety of values for the ice-friction coefficient. Reference 1 mentions a value of present day friction coefficients in ice rinks as low as 0.0025. To account for developments in blade material and thickness and experience in ice preparation since 1997, the friction coefficient was set at 0.004.
Table 3 presents the calculated required power for the two extremes in density: Heerenveen and Calgary, on the basis of the parameters mentioned above, so without accounting for drag reducing devices in Calgary. The barometric pressures were taken from historic weather data of stations near the venues [
16] (Leeuwarden air base at 38 km distance, sea level, and Calgary International Airport at 18 km distance, altitude 1099 m) around the time of the day the races were held. With the local pressure and temperature given, the densities were calculated for the respective elevations (0 and 1034 m). As there is no public record of the temperatures in Thialf and the Olympic Oval, they were taken equal to the one measured during the Nagano race given in the official report published by the Nagano Winter Games organizing committee [
17].
One would expect that, with a power available of 398 Watts in Heerenveen, the speed in Calgary due to the substantially lower air density would be much higher (13.335 m/s, according to Equation (1)). However, the average speed of 13.107 m/s requires an estimated power of only 379 Watts, with an unchanged drag area, the power for a configuration with an assumed decreased drag due to zigzag strips even being lower. The rink temperature and the ice friction coefficients may have differed from the assumptions, but by far not to the degree that it covers the missing power of 21 Watts. For a matching power, the rink temperature in Heerenveen should have been 29 °C, or the ice friction coefficient in Calgary should have been 42% higher compared to Thialf. Considering the fact that at both occasions a world record was skated, the circumstances will have been quite optimal for both well-known ice rinks.
This power dissimilitude at sea level and altitude was already addressed by van Ingen Schenau in the early nineties of the last century [
18]. More recently, Van Erck et al. [
19] showed that a reduction in gross efficiency of athletes is connected to the lower power output at altitude. The fact that the existing world records in speed skating have been accomplished at the higher elevation rinks of Calgary and Salt Lake City shows that despite the lower power output the lower density at altitude prevails. Studying speed-skating competition performance data in a complete Olympic season in the years 2010–2011 to 2013–2014, Noordhof et al. [
20] found a mean performance improvement of 2.1% per 1000 m altitude increase for senior skaters, all distances combined. Muehlbauer [
21] analyzed the 1000 m sprint during the World Cup competition in the season 2007–2008 and reported a 2.6% faster speed at altitude (combined Calgary and Salt Lake City results). However, also much lower speed improvements occur. Comparison of the 5000 m speeds of the top 12 elite skaters during the World Cup and the World Championship Single Distances in the season 2019–2020 give over speed values of only 1.1% for Calgary and 1.4% for Salt Lake City, compared to the two races in Heerenveen at sea level.
In the study of Van Erck et al. [
19], 21 trained male cyclists were tested at sea level and at 1500 and 2500 m simulated altitude. Participants were instructed to perform a time trial of 4000 m and to complete it as fast as possible, giving average power output values of 317 (±26)W at sea level, 286 (±32)W at 1500 m and 255 (±23)W at 2500 m. In terms of exertion, this seems to come closest to completing a 5000 m race in speed skating.
Figure 9 presents the linear regression on these points. This line was used to define a percentage of athlete power loss with altitude. For 1000 m altitude, this factor is 0.923. In addition, for the present calculations, a correction was made on elevation. Instead of the rink altitude, a corrected elevation based on the International Standard Atmosphere (ISA) was used, fitting the actual local barometric pressure. Using this model, the power spent by Romme in Nagano and Calgary was determined (
Table 4). Note that the local barometric pressure in the Nagano M-wave at the day of the race was extremely low for its elevation of 342 m. With the calculated available power, the resulting drag areas in Nagano and Calgary were determined, showing improvements of 5.3% and 4.2%, respectively. For sea-level conditions, a 5.3% reduction in drag points occurred at a lap-time improvement of 0.54 s on the 5000 m.
5.1.1. Discussion
Table 4 contains uncertainties in the environmental conditions (density), in the value of the smooth suit drag area (C
DA), in the used ice-friction coefficient of 0.004 and in the power-loss factor
Ice Friction
The mutual differences in drag area are not very sensitive to the absolute value of the ice-friction coefficient. A 50% higher value of the ice-friction coefficient (µ = 0.006 instead of 0.004) for all three ice rinks results in a 0.12% additional drag area reduction for Nagano and Calgary.
De Koning et al. [
15] carried out ice-friction experiments in 1992, in the ice rinks of Heerenveen, Calgary and Haarlem (the Netherlands). They found that the ice-friction coefficient, on average, linearly scales with increasing velocity in the range of 4 to 11 m/s. Assuming this relation is also valid for the speeds given in
Table 4, the ice-friction coefficient in Calgary would be 1.6% higher than in Heerenveen, which has a minor impact (−0.17%) on the Calgary drag area. The smallest difference in drag areas would be created when the Heerenveen value for the ice friction would be significantly higher than the Nagano and Calgary values. Leaving the Heerenveen value unchanged at a moderate value of 0.004, an ice-friction coefficient in Nagano of 0.0024 and in Calgary as low as 0.0016 would fully undo the differences in drag area of
Table 4. Although the ice-friction coefficients probably have differed, it seems not very likely that they were far apart during the three races considered. All venues had experienced ice-preparation teams, assumingly having good control over the ice temperature and being well aware of what chemicals to add to the water to make high-quality ice.
Air Density
Uncertainties in the Thialf rink temperature have a minor impact on the differences in the drag area. A 2 °C decrease in rink temperature (11 °C instead of the reported M-wave value of 13°) results in a drag-area increase of 0.7% for the other two venues, compared to the values of
Table 4. The local barometric pressures could be determined with sufficient accuracy; a higher density due to an increase of 4 hPa in barometric pressure decreases the drag area only with 0.2%, and the Nagano values were already presented in the official Olympic Games report.
5.2. Comparing Heerenveen, Nagano and Calgary Performances of Elite Skaters of Different Nations
Due to the low-density air in Nagano, most of the Olympic elite skaters also competing in Heerenveen in December 1997 on the 5000 m improved their best times significantly, and many of them also appeared at the single-distance championships in March 1998, in Calgary, where virtually all had adopted the zigzag devices. Since they grosso modo performed under the same conditions in all three races, it was established how many seconds they finished behind the winner Gianni Romme. If the Dutch had an advantage from using the zigzag devices in Nagano, this must be visible in the differences with other skaters in final times.
Table 5 lists the top eight skaters of the Calgary race. Data come from Reference [
22].
If we calculate the average number of seconds behind Romme of Hereide, Dittrich, Sighel and Elm in all three races, we find 11.1 s for Heerenveen (no zigzag tape), 18 s for Nagano (only Dutch had zigzag tape) and 9.1 s for Calgary (all had zigzag tape). Veldkamp is of Dutch origin but competed for Belgium and also used the zigzag strips in Nagano. The numbers point in the direction of a distinct advantage the Dutch may have had in Nagano, since experienced elite 5000 m skaters of four different nations were significantly further behind the winner, Romme, in Nagano, than they were in the races before and after the Olympic Games, while the results of the skaters using the zigzag strip technology in Nagano (the top three and Bob de Jong) did not show this. Relative to the Heerenveen race, the Nagano results give an improvement of 0.55 s per lap. For Calgary, this number is 0.71 s.
5.3. Analysis of Historical World Record Data
5.3.1. Results for 5000 m
Figure 10 presents a historical overview of the improvements of the world record on the men’s 5000 m since 1972. Depicted is the improvement in seconds with respect to the previous record, starting with the 1972 world record of Ard Schenk in Inzell, a German medium-altitude (690 m.) outdoors skating rink. The figure shows a top seven of improvements better than 4 s. Clearly visible are the records set at the 1691 m altitude Medeo natural ice rink in Almaty, Kazachstan, with its sometimes favorable wind. Two others were set by Gianni Romme, one showing the advantage of the clap skates introduced in the season 1996–1997 and one with both the clap skates and the zigzag strips including the advantage of the low ambient pressure during the Olympic race. The record of Uytdehaage might be associated with the introduction of the Nike Swift skinsuit at the 2002 Salt Lake City Winter Olympics. The improvement of Romme is the second largest since the beginning of the 20th century, only topped by Boris Shilkov, in 1955, who skated at the Medeo magic oval (18.1 s).
In
Figure 11, all of these incremental changes are put together, again with the starting point in 1972. The coordinates for the horizontal axis were computed according to the dates the records were skated: 15 February 1995 is 1995.126. The graph nicely depicts the development of the men’s 5000 m world record during the last four decades. Over the years, many factors have contributed to higher skating speeds—some in a gradual way, like improvements in nutrition, training methods (better understanding of the skating technique) and medical support; some in a small jump, such as the erection of indoor skating rinks and the associated ice preparation; and others in a more abrupt way, such as innovations in skates and suits. If specific performance improvements follow an S-curve,
Figure 11 can be seen as the sum of a continuous stream of S-curves with smaller or larger jumps on top of a generally increasing curve associated with learning and societal wellbeing.
An abrupt change is clearly visible around 1976 and might be associated with the introduction of the skinsuit one year earlier. By 1976, all the skaters wore the tightly fitting Lycra suit, and, over one year (including the Olympic Games of Innsbruck), lap times improved with an average of 0.52 s. The increase in speed around 1987 can be traced back to the opening of the indoor rinks of Heerenveen and Calgary. The average improvement of the world record in the 10 years prior to the introduction of the clap skate in 1996/97 is 1.601 s per year (R2 = 0.935), or 0.128 s per lap per year. In the ten years after the introduction of the zigzag strips on the suit, 1998–2008, the average improvement slightly increased to 1.638 s per year (R2 = 0.965), resulting in a 0.131 s per year decrease in lap time, albeit that the level is more than 8 s higher than before.
After Jan Olav Koss set the record on conventional skates during the Olympic Games in Hamar, Norway, it took about 3.5 years until the introduction of the clap skate before the record was broken again. Such long periods usually occur when innovations have reached the end of their development curve. The jump around 1997 and 1998 can be associated with the introduction of the clap skate and the zigzag strips. Since there was no 5000 m world record set just before the introduction of the clap skate, it is a bit hard to distinguish the two in terms of contribution to the improvement of lap times.
5.3.2. Results for 1500 m
A more detailed analysis is possible when we look at the development of the 1500 m world record presented in
Figure 12 with data from Reference [
22]. The figure shows an average improvement of 0.196 s/year (R
2 = 0.937) in the period 1984–1996 prior to the introduction of the clap skate, a large jump in the years of the introduction of the clap skate and the zigzag strips and an average improvement of 0.437 s per year (R
2 = 0.974) in the following 10 years.
To unravel the respective contributions of clap skate and zigzag strips, let us start with the March 1996 world record of the Japanese Hiroyuki Noake in Calgary, the last on conventional skates. In March 1998, two years later, also in Calgary, the world record was 4.18 s faster. Of the 4.18 s, 3.52 s was realized in approximately one year (starting with Marshall on 16 March 1997) and 2.64 s (Overland, November 1997) in the four months prior to Søndrål’s Calgary world record with drag-reducing strips. After the introduction of the zigzag devices in the first race of the Nagano Olympic speed-skating races, the 5000 m, Søndrål adopted the zigzag strips and used them in his world-record race on the 1500 m, in Nagano as well. The world record of Ritsma (December 1997, Heerenveen) was the last skated with clap skates but without aerodynamic changes to the suit at a low-land track. His record was 1.73 s faster than Noake’s, but without the bonus of skating on a high altitude rink such as Calgary. In this respect, the Calgary track record of Dutchman Jan Bos may be of value, since this was skated on November 28 1997. His time of 1:48.68 (1.93 s faster than Noake) was not a world record, due to the unofficial status of his participation in the Canada–USA international speed-skating match. Bos was the last to skate on the Olympic Oval, breaking the world’s fastest time on the 1500 m with clap skate but without improved aerodynamics. Taking into account the average of 0.20 s per year reduction of the 1500 m times, which could be realized irrespective of significant technology influences, it seems that about 2.20 s of the resulting 3.78 s gain on Noake’s 1500 m world-record time of 1996 may be attributed to improved performance due to the zigzag strips, which means an approximate 0.59 s gain per lap. Note that, due to the clap skate coming of age but presumably more propelled by research into further aerodynamic drag reduction, in the decade following 1998, race-time improvement per year more than doubled.