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DP W per kg Analysis
Veloclinic 0

La Vuelta – Stage 14 physiology analysis

By veloclinic · On September 7, 2013

did the rain really put out the fire works?

DP W per kg Analysis

 

the DpW/kg analysis says:

not really

with the performance from

Nibali and Horner

still splitting bars on the cold wet stage

…

starting with the eW/kg

in standardized W/kg terms (for a Froome sized rider)

Nibali and Horner put up

5.9 W/kg (standardized)

with a spread of

5.8 – 5.9 W/kg (full draft – no draft condition)

Valverde

5.6 W/kg (5.6 – 5.7)

Rodriguez

5.8 W/kg (5.7 – 5.8)

and

Pozzovivo

5.6 W/kg (5.6 – 5.7)

given the rain and the extra weight in wet clothes

a second simulation adding 1 kg

basically adds 0.1 W/kg to the estimates FWIW

…

in more specific physiology terms

split bars indicates that the performance was

faster than what would be expected

of a clean rider with a VO2max of 90 ml/min/kg @ 23% efficiency

but

slower

than the same rider doped with the equivalent of 700 ml of blood

up to a VO2 max of 95 ml/kg/min @ 23% efficiency

…

using Horner again as our guinea pig

another way to look at the physiology of the performance

is to calculate the VO2max necessary pull of the performance

rerunning the W/kg estimate

specific to Horner’s height 1.8 meters

and published weight 63.5 kg

the simulator gives rider size specific estimates of

5.9 w/kg for the half draft condition

(5.8 – 6.0 for full – no draft)

the total power can then be broken down into

a critical power component

and

a reserve component

(critical power for simplicity can be thought of as the aerobic threshold and the reserve as the anaerobic contribution)

in Horner’s case

critical power contributes 5.7 w/kg

with the reserve contributing the remaining 0.3 w/kg

(note that the extra 0.1 w/kg with rounding)

once the critical power is isolated

the VO2 required to produce the wattage can be calculated

at 70 ml/min/kg

and assuming that critical power is 85% of VO2max

(note that Vaughters thinks 85% is low and provided me with lab data showing at least one rider hold 86% at lactate threshold)

the 70 ml/min/kg at altitude

works out to a sea level

VO2max of 91 ml/min/kg at an efficiency of 23%

…

as a recap

Horner’s performances so far

would have required sea level VO2 max of

Stage 8: 92

Stage 10: 97

Stage 14: 91

assuming 23 % efficiency and CP at @ 85% of VO2max

to perform at the level observed

if that level is regularly beyond the plausible limits of human physiology

then doping has to be considered a possibility

for perspective

running through the same exercise

on Vayer’s data set for Lemond

put the vast majority of his performances

below 90 ml/min/kg VO2 max 23% efficiency

or well within the limits of his known physiology.

 

 

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veloclinic

veloclinic is the reincarnation of one of our favorite Twitter friends, @captaintbag1, whose tumblr blog posts were a kind of blank verse, Tecate-soaked haiku of truthiness that cut through the slick bullshit and to the very core of what is gloriously fucked up about the sport of cycling. Although the Cap may be gone (sort of), his Doctor tbag/Captain Hyde alter ego lives on, and we’re glad to share his pithy analysis here. Lest you think these are the idiot ramblings of a madman, we’d like you to know that the doc is a legitimate professional in the science of sports medicine, and a savant when it comes to doping analysis. You have been warned. Nowadays Doc is much in demand as a legitimate authority-type commentator on the science of cycling performances, and his work has been featured in VeloNews, Outside online, and prominent sports medicine publications and symposia. His tumblr, in its current incarnation, may not be safe for cycling fans. Follow @veloclinic on Twitter

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