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A Quick Investigation into the Aerodynamic Drag on Fly Balls at Coors

Last year there were a lot of self-proclaimed nerds and geeks in the game threads and discussions often went off-topic.  Once a discussion I was part of even went to helping a younger Rowbot with his/her physics homework!  Well, this post may only interest the geekiest of the bunch, but during one game last year I promised to check into the effect of a phenomenon called the "drag crisis" or "drag bucket"on balls hit at Coors field, and how it affects the trajectory of a fly ball.  The original hypothesis was that this drag crisis or bucket would decrease the Reynolds number of the flow such that drag COEFFICIENT would actually be higher on the ball at Coors than at ballparks at "normal" (closer to sea-level) altitudes, canceling the change in air density on drag. I remembered this recently while reading about baseball aerodynamics for a class I am taking.  I had to do a project on flow stability and since my research deals with spinning bodies I decided to discuss stability of flow over spinning cones, football-shapes, cylinders, and spheres.  Most of this reading and work I did with baseball aerodynamics had to do with the instability of flow over knuckleballs.  If I get enough interest shown in the comments section, I will make a post later in spring training discussing these instabilities, but if you want to know more about it you can always read references [1-3].

If I haven't scared you away yet, join after the jump to really get your nerd on.

Star-divide

 

Now I realize many readers are probably asking "what the heck is Reynold's number?" or "Drag Crisis? Sounds like someone from the Rocky Horror Picture Show is having a wardrobe malfunction!"  The drag crisis, as explained by our good friend Wikipedia [4], is "a phenomenon in which drag coefficient drops off drastically as Reynolds number increases."  Reynolds number is defined as U*rho*D/mu, where U is flow velocity (speed of the baseball), rho is the air density, D is a characteristic length (in this case the diameter of the ball), and mu is the viscosity, or the resistance of the air to deformation.  The viscosity term in Reynolds number will remain fairly constant despite the changes in altitude. So as baseball flight speed or the density of the air increase, there is normally an increase in drag.  However, at a certain range of speeds the drag drops drastically.  The cause for this relates to a change from laminar to turbulent boundary layers and is an extensive topic I don't really want to get into here.  This range of this speed changes for different shaped balls and is the reason for the dimples on a golf ball.  Amongst other things, the dimples are designed to cause the ball to enter this drag crisis at the speeds a ball is normally flying during a drive.

A lot of work has been done and many articles written about home runs at Coors Field and how much further the ball carries due to the low density of air, including an article by Alan M. Nathan [5].  In his article he comes to the conclusion that balls travel ~5% further at Coors than other fields due to the density of air dropping to roughly 82% of that seen at sea level.  He correctly accounts for the reduction in Magnus effect (lift caused by spinning of the ball, the same effect that causes curveballs to curve, etc.) when arriving at this number, but neglects any aerodynamic drag crisis.  I have not seen anyone else discuss it yet either, at least not in relation to decreasing the distance a ball travels at Coors, so if someone does see a paper on it let me know. I think his sample size is way too small in his figure he points to (6 weeks of games, covering about 11-14 at Coors) to really believe his conclusion.  One or two games played in outlier conditions would affect his results way too much (1 game is ~7-10% of his data sample!).

Baseballs typically fly within this drag bucket, as shown on Fig. 1, which I got from reference [1].  At Coors, the velocity needs to be 1.22 times greater to achieve the same Reynolds number as a sea-level ballpark because of the decrease in density.  The average home run velocity is 103.6 mph, according to hittrackeronline.com.   This value is represented by the red circle right at the bottom of the drag "bucket" seen in Fig. 1.  At Coors, the Reynolds number is closer to the point I have marked with the purple star for a velocity of 103.6 mph.  The drag coefficient is roughly 30% higher at this point!  Furthermore, as the ball flies, its velocity decreases due to drag, causing the drag coefficient to rise higher out of the "bucket" and creating a vicious (or should I say viscous?) cycle! The drag COEFFICIENT (which, like density, is linearly proportional to drag force) experienced by a ball hit at Coors field, according to the data in Fig. 1, will be significantly higher over the course of a flight than one hit at sea level.  Drag is reduced significantly by the density drop at altitude, and I am slightly skeptical of the accuracy of Fig. 1, but this data says to me that the ball may not carry nearly as much due to changes in drag at Coors Field as most people believe.  In fact, the total drag force acting on a ball may be HIGHER at altitude, despite the lower density!  The real issue behind Coors being "a hitters paradise" is likely field size (as we all have known for years now) as well as pitch movement.  Batters can put a higher initial velocity on the ball (hit it harder and/or more directly) because of lack of pitch movement due to the decreased Magnus effect at high altitudes and lower densities for the Reynolds numbers of pitched baseballs.  Straight pitches are easier to hit hard.

Dragbucket_medium

via i983.photobucket.com

Finally, I should note that further investigation is necessary to come up with a conclusion on the effect of altitude on ball trajectories, because at Coors the Magnus effect will be stronger at the end of a flight than it would be for a ball hit at sea level.  This may account for the feeling that the ball "carries much further" at altitude.  The backspin of a ball hit hard will cause a lifting effect, which may actually be greater at altitude due to the Reynolds number during the flight regime of the ball. In the end, this Magnus effect and not drag may be the real cause of any "carrying" effects seen on balls at Coors, if they do indeed exist at all. 

Note that I am not claiming Coors is a pitcher's park or anything like that, just investigating the flight of baseballs and attempting to dispel myths about baseball played there.  It is fairly common to read comments (on other sites of course) along the lines of, "LOLCOORZ is not a real stadium because the thin air makes balls go faster and far BOOM!"  Hopefully this helps to prove these people stupid, ignorant and (best of all) wrong.

If I have free time I will make a flight dynamics code to simulate trajectories of baseballs at altitude and sea level and see how much these two effects (drag-bucket and Magnus effect) change the flight path of the baseball at altitude compared to sea level.   I will post these results if I ever get around to doing it, but don't hold your breath!

References:

1.   R.K. Adair, "The Physics of Baseball" Physics today, May 1995, pp. 26-31.

2.  A.T. Bahill, D.G. Baldwin, "Decribing Baseball Pitch Movement with Right-Hand Rules," Journal of Computer in Biology and Medicine, V 37 (2007) pp. 1001-1008.

3.  L.J. Briggs, "Effect of spin and Speed on the Lateral Deflection (Curve) of a Baseball; and the Magnus Effect for Smooth Spheres," American Journal of Physics V 27, pp. 589-596 (1959).

4.  R.D. Mehta, "Aerodynamics of Sports Balls," Ann. Rev. Fluid Mech. 1985. 17 : pp. 151-189.

5.  R.G. Watts, E. Sawyer, "Aerodynamics of a Knuckleball," American Journal of Physics V 43, pp 960 (1975).

6.  W.F. Allman, "Flight of the Knuckler" Sci. 83 4(5): pp. 92-93, 1983.

7.  http://en.wikipedia.org/wiki/Drag_crisis

8.  http://webusers.npl.illinois.edu/~a-nathan/pob/Denver.html

Eat. Drink. Be Merry. But the above FanPost does not necessarily reflect the attitudes, opinions, or views of Purple Row's staff (unless, of course, it's written by the staff [and even then, it still might not]).

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Nicely done

now get back to work ,those lasers won’t fire themselves!

by KeithsMoustache on Mar 4, 2010 2:21 PM MST reply actions  

I should go back to work? You are the one who isn't graduating for another 16 months!

I wrote this 45 seconds at a time, between tests over the last hour or so. I can multitask!

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 2:31 PM MST up reply actions  

3 hours or so*

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 2:32 PM MST up reply actions  

Very good research

Took enough physics and such that I have a basic understanding of what you’re saying, definitely curious to see what the results of any simulations turn out to be!

Reminds me of the mythbusters where they tested if humidified baseballs would decrease batted distance, and it was confirmed!

Caution: Colorado teams are better than they appear.

by ShadowPenguin on Mar 4, 2010 3:42 PM MST reply actions  

Mythbusters is hit or miss for me, I often find myself saying "that is not a valid assumption!" when watching.

The humidity has more to do with coefficient of restitution or the bounciness of the balls. That is the theory behind the humidor, and I think it has proven itself quite well.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 3:55 PM MST up reply actions  

Heh, yeah

I just like seeing science applied to areas that most people wouldn’t think about.

That said, they completely screwed up the corked bat episode. A corked bat doesn’t hit a ball harder, it makes it easier to swing the bat faster!

Caution: Colorado teams are better than they appear.

by ShadowPenguin on Mar 4, 2010 4:06 PM MST up reply actions  

I'd consider posting this on Beyond the Boxscore too...

I’m sure they’ve got more than their fair share of geeks to add to the discussion.

Great work!

The writer formerly known as Jabberwocky
READ and LEARN about the business of baseball at Purple Row Academy
Eschew Obfuscation!

by Jeff Aberle on Mar 4, 2010 4:42 PM MST up reply actions  

Thanks

honestly it is kind of a summary of something I was working on for a class anyways, and with my research about 75% of my time is spent waiting. I work for 15 seconds then sit for 45 while computers think and save. I needed something to keep me sane!

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 8:44 PM MST up reply actions  

If I had time I would consider it

but I am driving 25 hours to Fort Myers tomorrow morning and do not know what my internet access will look like down there for the next week. I assume Beyond the Boxscore has a grace period for new posters? Most do…

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 8:54 PM MST up reply actions  

Well, in any case it won't take long to copy and paste it into a FanPost over there. I've done it myself a few times.

The writer formerly known as Jabberwocky
READ and LEARN about the business of baseball at Purple Row Academy
Eschew Obfuscation!

by Jeff Aberle on Mar 5, 2010 9:35 AM MST up reply actions  

I may have to do that.

I am just worried that I missed something and this will get torn to shreds… I did this while I was doing my real research and had ~2-3 hours to kill waiting for results to save properly between data points.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 5, 2010 10:01 PM MST up reply actions  

Okay I have to admit

I opened this expecting to see something about the airspeed velocity of an unladen swallow.

I can haz NL West title?
Thanks to Muzia for kickass avatar of my undying love Greg Reynolds
....shutup

by Silverblood on Mar 4, 2010 4:12 PM MST reply actions  

Awesome nerdiness

I learned something today!
Keep it up I will certainly keep reading!

BTW: any thoughts on the surface of the baseball and the turbulence vis-a-vis the humidity of the baseball. There has been some talk that the humidor may help pitchers not just by reducing COR, but by reducing the stretch of the stitches. A dry ball is more stretched and hence the stitches are pulled and the surface of the ball becomes smoother. I suppose if that were significant it would help pitch movement, but also help ball flight for reasons you point out above.

"The greater the obstacle, the more glory in overcoming it." ~Moliere

by Rock Oax on Mar 4, 2010 5:00 PM MST reply actions  

I had heard about the stretching of the stitches

but if you did that, it would indeed reduce roughness, moving the whole curve in Fig 1 to the right, further moving out of the drag bucket! The COR was what made those balls fly further, along with pitcher not being able to grip the balls as well, reducing the spin they could put on it.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 8:57 PM MST up reply actions  

wow

just wow….this totally made my day…fantastic work!

Ninety feet between home plate and first base may be the closest man has ever come to perfection. ~Red Smith

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by Maria M on Mar 4, 2010 5:55 PM MST reply actions  

thanks!

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 8:52 PM MST up reply actions  

I get it

Probably because my Chemical Engineering coarses have covered a lot of what is said here. Good analysis. Thanks.

There are three things in my life which I really love: God, my family, and baseball. The only problem - once baseball season starts, I change the order around a bit. ~Al Gallagher, 1971
A baseball game is simply a nervous breakdown divided into nine innings. ~Earl Wilson

JFK

by jrockies on Mar 4, 2010 8:02 PM MST reply actions  

ChemE's love fluid flow!

both you and KeithsMoustache have a unique perspective on this (he is a ChemE PhD student at the same school as me).

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 8:49 PM MST up reply actions  

I'm a ChemE BS

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by Andrew Martin on Mar 4, 2010 8:50 PM MST up reply actions  

That's right, I knew one of the admins was ChemE

I know there are 1 or 2 others Rowbots too, I just forget who they are…

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 8:51 PM MST up reply actions  

I seriously considered ChemE

but I went EnvE, in part due to a bigger scholarship offer

"I have no special talents. I am only passionately curious." - Albert Einstein

by Andrew T. Fisher on Mar 4, 2010 10:44 PM MST up reply actions  

Money

the reason I’m in Houston, flying, sleeping and eating at Champs all for FREE

There are three things in my life which I really love: God, my family, and baseball. The only problem - once baseball season starts, I change the order around a bit. ~Al Gallagher, 1971
A baseball game is simply a nervous breakdown divided into nine innings. ~Earl Wilson

JFK

by jrockies on Mar 4, 2010 10:48 PM MST up reply actions  

REYNOLDS NUMBER

Purple Row: Take this personally
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by Andrew Martin on Mar 4, 2010 8:49 PM MST up reply actions  

Not to be confused with the Mark Reynolds Number

which is the sum of his strikeouts and errors in a given season, he seems to top out around 242.

by KeithsMoustache on Mar 4, 2010 9:04 PM MST up reply actions  

Or Greg Reynolds Number

which is computed by subracting the time in the Majors from his time the DL and dividing it by the time he spends in Colorado Springs (I haven’t done this calculation but it is probably between 1 and 0 and closer to zero.

There are three things in my life which I really love: God, my family, and baseball. The only problem - once baseball season starts, I change the order around a bit. ~Al Gallagher, 1971
A baseball game is simply a nervous breakdown divided into nine innings. ~Earl Wilson

JFK

by jrockies on Mar 4, 2010 10:47 PM MST up reply actions  

It is probably negative

because of his extended DL stint being longer than his time in the majors… correct me if this is wrong.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 6, 2010 5:54 AM MST up reply actions  

I may have written that wrong then

but I thought I wrote it to read:

(DL-ML)/CS

There are three things in my life which I really love: God, my family, and baseball. The only problem - once baseball season starts, I change the order around a bit. ~Al Gallagher, 1971
A baseball game is simply a nervous breakdown divided into nine innings. ~Earl Wilson

JFK

by jrockies on Mar 6, 2010 9:09 PM MST up reply actions  

Thanks. Nice work.

I understood about 75% of it, which is a complimenet to your clarity of expression.

Physics & math aren’t my strong suits, but I did a lot of reading in a similar area
years ago when my daughter was a fastpitch softball pitcher & many people tried
to answer the question, “Does a riseball really rise?” (Because of increased surface
area & amount of seams, softballs move more with spin than baseballs.) The
majority of experts answer that question with “No, not really, but it drops less than
other pitches & therefore it presents the illusion of rising to batters’ eyes trained to
detect downward movement.”

New decade, new result: time for a Rockies' division championship.

by Maris6161 on Mar 4, 2010 8:22 PM MST reply actions  

Exactly

and rising fastballs act similarly. glad you enjoyed it.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 8:50 PM MST up reply actions  

Is that you, Jeff Francis?

Troy Tulowitzki - Best SS in the MLB - 2010 MVP
"With a guy like Melo, it’s tough to stop him with one person. You can’t. I don’t know one guy who can stop Melo on a consistent basis."-CP3
Brad Hawpe - Will prove the doubters wrong

PS Let's win the NL West in 2010, shall we?

by SDcat09 on Mar 4, 2010 8:52 PM MST reply actions  

HAHAHA

I wish.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 8:58 PM MST up reply actions  

Front paged.

"Shall it be peace, or a sword?" - Excised line from Lincoln's First Inaugural Address

Purple Row - Covering all your Rockies needs!
Diplomatic and Military History Book Review - My other blog where I go all historical on you.

by Russ Oates on Mar 4, 2010 9:03 PM MST reply actions  

awesome

thanks!

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 4, 2010 9:09 PM MST up reply actions  

This is awesome

You have a easy way of explaining your concepts . I think you’ll be published soon enough!! Keep up the work.

The Big Purple Machine will make a believer outta you!

by El Paso Jeff on Mar 4, 2010 10:52 PM MST reply actions  

Actually, I have been published a number of times already

thanks for the vote of confidence.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 5, 2010 9:52 PM MST up reply actions  

Not on baseball aerodynamics though

that is more of a hobby.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 5, 2010 9:52 PM MST up reply actions  

Definitely not my area of study

but I thoroughly enjoyed the read. Good stuff.

"These are thin mints. I put them in the freezer. My favorites. So good."
--Reds outfielder Adam Dunn, on the girl scout cookies he keeps in his locker

by Resolution on Mar 4, 2010 11:45 PM MST reply actions  

Aerodynamics was my area in undergrad

the last 3.5 years has been much more multi-body dynamics based for me. I am taking a true Aero course now in my final semester as a PhD student, for the first time since I got my BS.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 5, 2010 9:58 PM MST up reply actions  

how many years is your phd program?

"These are thin mints. I put them in the freezer. My favorites. So good."
--Reds outfielder Adam Dunn, on the girl scout cookies he keeps in his locker

by Resolution on Mar 6, 2010 2:06 AM MST up reply actions  

I will be done after ~4 years, graduating this summer whenever I defend my dissertation.

Most people take longer, I had a well defined project and it has gone fast. It is all about the research so there is no real set length. I give KeithsMoustache a hard time because he and I started at the same time and he will be 1-2 years longer than me.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 6, 2010 5:33 AM MST up reply actions  

I also should have mentioned

my funding runs out in August so I have to finish by then if I don’t want to pay for the degree. Paying for school sounds like a horrible idea and I don’t think I want to do that!

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 6, 2010 5:52 AM MST up reply actions  

Lucky

mine would take 7 or 8 years…

"These are thin mints. I put them in the freezer. My favorites. So good."
--Reds outfielder Adam Dunn, on the girl scout cookies he keeps in his locker

by Resolution on Mar 6, 2010 11:23 AM MST up reply actions  

Isn't the reason the drag coefficient actually rises...

 The lower density causes the “vacuum” pocket behind the ball to colapse faster?

by Oldfoagie on Mar 4, 2010 11:53 PM MST reply actions  

It has to do with separation and transition to turbulence

which may be what you are referring to. I would blame the lower Reynolds number over the lower density, but the lower density causes the lower Reynolds number so it is kind of a chicken and the egg thing.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 5, 2010 9:56 PM MST up reply actions  

Back in the seventies...

  I used to dream of designing formula and prototype race cars. Being dyslexic, I could see things about flow dynamics that most people could not. Some of my theories were proven in the nineties when the computer technology caught up with what I saw. I just wish I had been able to prove and patent it.

by Oldfoagie on Mar 5, 2010 11:57 PM MST up reply actions  

Not a physics major myself

But awesome and facinating read!

A free man counts tomorrow and yesterday and both of them are his; hunger and there's no master to feed you, but walk long steps and no master says go slowly.

by bleedspurple on Mar 5, 2010 8:06 AM MST via mobile reply actions  

This is fantastic - does you and PR in general huge credit!

Do you happen to have actual numbers that demonstrate the application of your findings?

by biondino on Mar 5, 2010 8:23 AM MST reply actions  

Long story short, no

this is mostly theoretical based on Reference #1 and about 2-3 hours of boredom.

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 5, 2010 9:54 PM MST up reply actions  

Very interesting stuff. I hadn't considered a variable Reynolds number before.

If you’re interested, I’ve actually written a simple Octave code to calculate the trajectory of a batted ball, using an RK4 integration. I started with fairly basic assumptions, like constant Reynolds number and no torque on the ball (hence constant angular velocity). I think I would like to add both effects in and see what happens. I’ve also been interested in running a CFD simulation of a baseball, but I’m not good enough yet with OpenFOAM and it’s not the sort of thing I should be doing at work.

Unfortunately, I don’t have access to my computer at the moment. It’s in storage while we’re remodeling our new house, so I’m using my wife’s laptop. I did install Linux on this thing though, so I could rewrite the code from scratch if you’re interested.

by RoxnSox09 on Mar 6, 2010 4:42 PM MST reply actions  

We will definitely have to discuss more in a week or so.

I am currently in Florida until March 16th, and this may be my last chance at internet until I get back home to NY. The connection is very poor and I want to go outside and enjoy the sun!

3 out of 4 sounds so much better than 2 out of 3...

by realmenwearpurple on Mar 8, 2010 6:10 AM MST up reply actions  

Octave?

You’re killin me son, Matlab all the way! ;)

"CarGo had to make some repairs to it. They called it a kitchen accident, but he was performing surgery. On teh lazor."
"I mean come on, you can’t be from Nebraska and go to school at CU, I think they take away your overalls or one of your last remaining teeth for that."

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by Hollidayrain on Mar 8, 2010 7:58 PM MST up reply actions  

Ha ha.

Yeah, I prefer Matlab too, but when I’m doing something for my own entertainment I’ll take free. Besides, the syntax and functionality are almost the same.

by RoxnSox09 on Mar 11, 2010 9:03 AM MST up reply actions  

Is it coincidence that Coors Field was built during the Steroid era?

by rockhole on Mar 9, 2010 2:05 PM MST reply actions  

Yes

"I have no special talents. I am only passionately curious." - Albert Einstein

by Andrew T. Fisher on Mar 9, 2010 5:04 PM MST up reply actions  

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