THE BOOK cover
The Unwritten Book is Finally Written!
An in-depth analysis of: The sacrifice bunt, batter/pitcher matchups, the intentional base on balls, optimizing a batting lineup, hot and cold streaks, clutch performance, platooning strategies, and much more.
Read Excerpts & Customer Reviews

Buy The Book from Amazon


SABR101 required reading if you enter this site. Check out the Sabermetric Wiki. And interesting baseball books.
MOST RECENT ARTICLES
MAIL : You ask | We say

Advanced


THE BOOK--Playing The Percentages In Baseball

<< Back to main

Friday, June 23, 2006

How has the “new” use of the humidor affected the 2006 Rockies?

By , 09:17 AM

Using batted ball data from STATS Inc., I took a look at flyball distances and HR rates per fly ball at Coors Field and in other parks in order to get an idea as to how the use of the humidor has affected the HR rate and run scoring in general at Coors Field, and whether the so-called “new” use of the humidor this year has “really” affected the baseball.


There is little doubt in my mind that the “new” humidor in 2006 is making the balls heavier and wetter than a typical major league ball, despite declarations to the contrary by MLB and by the Rockies themselves (that the humidor merely restores the original specifications of the baseball).  Altitude certainly has a profound effect on fly ball distance and hence HR rate (depending on the size of the park of course).  I doubt the dry air in Colorado by itself has much of an effect on the ball, and hence fly ball distance, HR rate, and run scoring.  Are there not other venues that are quite dry as well (Arizona for instance)?

Here are the average fly ball distances and HR rates per fly ball at Coors Field since 2000, along with the average fly ball distance and HR per fly ball at all other parks:

(All 2006 data is as of June 1)

Coors
00 336 .174
01 340 .192
02 334 .155
03 334 .149
04 336 .167
05 333 .139
06 329 .113

All other parks
00 322 .134
01 322 .131
02 321 .122
03 321 .125
04 323 .133
05 324 .125
06 325 .131

Keep in mind that the fly ball distances for the first 2 months of the season are around the same as for the whole season.

It should be obvious from the above data that originally the humidor cut the average fly ball distance by around 5 feet starting in 2002.  In 06, it has been cut down an additional 5 feet.  This could be a random fluctuation (not likely) or it could be a function of the hitters and pitchers on the Rockies.  Let’s look at their road game fly ball distances (both teams) and HR per fly ball to see if in fact their hitters and pitchers are producing shorter fly balls than in the past:

00 317 .105
01 320 .139
02 322 .117
03 320 .121
04 325 .143
05 325 .117
06 324 .096

So the fly ball distances on the road have not changed much this year, suggesting that it is not the Rockies’ batters/pitchers that are causing the shortened distance in Coors this year, but rather the “new” use of the humidor (as opposed to 02-05).

As you can also see, because Coors Field is a very large park, especially the left side, even when the fly balls are 4 or 5 feet further than in other parks, as they are this year, the HR rate is significantly less than in other parks.  So basically Coors Field has become a very low HR park, but obviously singles, doubles, and triples (especially the latter two) will still be increased because of the spaciousness of the park and because the ball is still being hit a little bit further and harder than at other parks because of the altitude.

Arizona is a hot and very dry venue with an altitude of around 2000 feet (I think).  The average fly ball distance there is only slightly higher than in their road games.  ATL is hot and humid and at around 1000 feet in altitude.  The fly ball distance at home is much greater than in their road games.  I don’t think that being dry has much to do with how far the ball travels or HR or run scoring in general.  I think that the altitude in Colorado was the primary if not the sole reason for the high HR rate and run scoring prior to the humidor and I think that the effect of the humidor is to make the balls heavier and/or wetter than the typical major league baseball.

By the way, to see whether Coors Field affects the home team and road teams differently, as well as the Rockies Road Hangover affect, here are the fly ball distances and HR per fly ball for the home and road teams in Coors Field and in the Rockies road games:

Coors Field

Year Rockies Visitors
00 336 .163 336 .184
01 338 .181 341 .202
02 331 .135 336 .174
03 337 .149 331 .149
04 337 .174 336 .160
05 334 .140 332 .138
06 327 .080 332 .143

Rockies Road Games

Year Rockies Home Team
00 312 .076 322 .137
01 319 .136 321 .141
02 317 .099 325 .132
03 321 .122 320 .120
04 328 .147 322 .138
05 324 .109 326 .125
06 327 .117 320 .071

Typically the home team and the road team have around the same fly ball distance and the HR per fly ball is slightly higher at home (probably the home team fly ball distance is a little greater).

If we look at the Rockies and their opponents’ data at home and on the road, it appears as if the Rockies really suffer on the road as far as their fly ball distance and hence their HR rates are concerned. Their average fly ball distance on the road from 00-05 is 321.  For their opponents in their home parks it is 322.7.

This does not seem to be true this year thus far.  It may in fact be that the “new” humidor use has cut down or even eliminated the Coors Field Hangover effect.  It will take more and different data to determine that.  Since I had the fly ball data handy, I thought I would look at the home/road breakdowns.  To analyze the hangover effect, all of the component data need to be looked at.

#1    tangotiger      (see all posts) 2006/06/23 (Fri) @ 13:08

One thing that bothers me about “average HR distance” is this: say that a park reduces flyball distances by 10 feet.  And figure that 80% of HR would not be affected by the shortening, but the other 20% would become warning track plays.

Say that the average HR distance of the 80% if 340 feet, while the average HR distance of the other 20% is 320 feet.  (Total average is 336 feet.) Now, if the FB distance is reduced by 5 feet, say that the 80% HR now is 335 feet, but that the 20% HR now all become long fly balls.  The average HR distance is 335 feet.

So, you really gotta be careful here.  What you should do is take the 10% longest flyballs hit in a park in 2005, and compare that to 10% longest flyballs hit in 2006.  (Or you can use 13% instead.)

Or, also break it down by the direction (left, left-center, center, right-center, right), and take the 10% longest in each direction.  Using HR distances will lead to problems.


#2    tangotiger      (see all posts) 2006/06/23 (Fri) @ 13:22

As for the numbers, the HR/FB dropped from around .16 to .11.

How many FB in Coors this year?  They have hit/allowed 62 HR through yesterday, so assume about 45 HR through June 1, which is about 27 or so home games?  At a .113 HR/FB rate, that’s about 400 FB (which seems low by the way… it should be at least 600).

Anyway, what’s the chance of a true .16 happening as .11 after 400 samples?  1 SD = .018, so the .050 difference is almost 3 sd from the mean.  There may be something there, if you go solely by the numbers.

The length of FB would be much better to know.


#3          (see all posts) 2006/06/23 (Fri) @ 13:43

The numbers I presented are the average distance of all fly balls, at least those that are classified as an “F” by STATS, rather than an “L” or a “P”.


#4    tangotiger      (see all posts) 2006/06/23 (Fri) @ 14:06

Ah, well that is very impressive indeed then.  Good job!


#5    studes      (see all posts) 2006/06/23 (Fri) @ 14:23

Neat, MGL.  By the way, the guy who runs Hit Tracker claims that humidity actually increases the distance of a flyball, which is one of the reasons you see more home runs at Braves Field.  But you’re right that the effect isn’t big—altitude has a much bigger impact.

One of the things I love about your data is how 5 feet less per flyball can cut the home run rate in half.  Makes sense, but it’s good to see in the data.

If I’m reading your last table correctly, it doesn’t seem that the humidor has affected Rockie pitchers at all; all the difference this year is with the batters (this would be consistent with data I’ve used).  Visitors are hitting them just as far as they have the last five years.  There have been several disconnects with batters and pitchers at Coors in the past, even over a full season.  Don’t know what it means, but it’s interesting.

Thanks for the data.


#6    MGL      (see all posts) 2006/06/24 (Sat) @ 21:04

Well, humid air is less dense than non-humid air of course, so theoretically an object would travel further in humid air.

However, any time I try to correlate humidity (absolute, not relative) with fly ball distance, I get zilch.  I have long ago concluded that when it is humid, the extra moisture and weight that the ball picks up counteracts the less dense air.

So I don’t think that the extra ball travel in ATL has anything to do with the humidity.  The ball does not travel at all in Miami, which is probably more humid.  It is the heat and altitude in ATL.

Also, what we often don’t know are the prevailing wind currents in a stadium that can affect fly ball distances as well.  Even if we try to ascertain them (prevailing wind currents) from STATS or some other data company, we will likely fail.  In my opinion, weather data from the data collection companies, which essentially get them from MLB and from the “press box” in the stadium, are notoriously innacurate.


#7          (see all posts) 2006/06/25 (Sun) @ 06:50

hi Mickey!
long time since U-Hall 3 ...

experts agree with you about humidity-
Adair, Physics of Baseball:
“The humidity, per se, has little effect on the ball’s flight ... if all other factors are the same, a ball will travel slightly farther if the humidity is high...” Adair goes on to note that storage in humid conditions will cause the ball to gain weight and the coefficent of restitution to be reduced [ball becomes ‘spongier’]; he also notes a study by RC Larsen who measured balls stored for 4 weeks at 100% humidity as becoming 11% heavier and the COR dropping by 10%.
de Mestre, The Mathematics of Projectiles in Sport:
“… variations due to humidity are unlikely to be more than 1%”
Watts and Bahill, Keep Your Eye on the Ball: they discuss the effect of lower air pressure without attempting to distinguish the separate contributions of temperature and humidity [and altitude]; they note that both lift and drag co-efficients are reduced with the net effect that the ball would go 20 feet farther in 90 degree/100% humidity conditions than under 50/0 conditions - but they also caution about the ball’s absorbtion of moisture when stored in humid conditions and are agnostic overall…

One unknown is the trajectory of the balls. Balls with more of a line drive trajectory are less exposed to atmospheric conditions than balls which are lofted and in the air longer. It seems to me you might better isolate the humidor effect (weight and COR of the ball) by looking at the average distance of line drives! Dave observed that the Rockies pitchers don’t seem affected. They are an extreme groundball staff this year, and my guess is that this must have an affect on the “average trajectory” of the fly balls they do allow, and that it would be flatter (and less exposed to atmosphere effects) than for pitchers with normal ground ball/fly ball splits.


#8    MGL      (see all posts) 2006/06/26 (Mon) @ 16:06

Joe Arthur, a name from the past!  I live in Canandaigua, NY in the summer, a couple of hours from good ole’ Ithaca.  Where do you live these days?


#9          (see all posts) 2006/06/26 (Mon) @ 17:14

Cambridge MA; after many years as a history grad student, I eventually became a computer programmer at a bank. After some years here, I adopted my father’s team, the Red Sox, after spending my early years as a Twins fan. I’ve seen snippets of your bio in interviews; your stint as a lawyer was a surprise…

You may remember I went to HS in Ithaca too; I’ll be back there for a reunion next month. I don’t think I was ever in Canandaigua itself, but it seems like a great location.


#10    Tangotiger      (see all posts) 2006/06/27 (Tue) @ 10:35

Dan Fox comments on the Humidor at BP and on his site:
http://danagonistes.blogspot.com/2006/06/of-humidors-and-humidity.html

The interesting piece of stat is that the GB rate for hits, typically at 23%, is this year at 19%, which is almost 3 SD from the mean.

Fellow researchers are invited to also make use of one of the best resources on the web:
http://www.baseballgraphs.com/battedballs/COL.html#pitching

That link is the result of access to data, inspiration, and lots of perspiration.


#11    studes      (see all posts) 2006/06/28 (Wed) @ 15:07

Thanks for the link, Tango.  You’re right about the perspiration.

MGL, you may want to check out the Hit Tracker site when you get a chance.  Greg does factor in wind velocity for each home run, even based on actual conditions at the time of the home run if he can ascertain it from the video, as well as weather conditions from weather services.


Page 1 of 1 pages


Name (required)
E-Mail (optional)
Website (optional)

<< Back to main


Latest...

COMMENTS

Aug 31 15:28
Fans Scouting Report: Update

Sep 02 14:49
Mail: rWAR v fWAR

Sep 02 14:15
WOWY Teachers

Sep 02 13:37
Who’s Waldo?

Sep 02 13:00
It’s hard to beat the crowd (Vegas in this case) no matter how smart you think you are

Sep 02 12:05
Could Rob Dibble have been a comp for Strasburg?

Sep 02 08:36
Team Elin

Sep 02 01:19
Can someone tell me why Trevor Hoffman is still allowed to pitch?

Sep 01 23:16
Strasburg II

Sep 01 22:11
PITCHf/x Summit 2010 - Recaps