Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics for pharmacy trends
    How Data Analytics Is Tracking Trends in the Pharmacy Industry
    5 Min Read
    car expense data analytics
    Data Analytics for Smarter Vehicle Expense Management
    10 Min Read
    image fx (60)
    Data Analytics Driving the Modern E-commerce Warehouse
    13 Min Read
    big data analytics in transporation
    Turning Data Into Decisions: How Analytics Improves Transportation Strategy
    3 Min Read
    sales and data analytics
    How Data Analytics Improves Lead Management and Sales Results
    9 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: How much of a threat are meteors to aviation?
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Uncategorized > How much of a threat are meteors to aviation?
Uncategorized

How much of a threat are meteors to aviation?

DavidMSmith
DavidMSmith
6 Min Read
SHARE

The cause of the crash of Air France flight 447 has not been determined (and likely won’t be for some time). The most likely cause is related to the turbulence in the area at the time of the crash, but other possibilities have been suggested — including, surprisingly, meteor strike. That certainly seems far-fetched as a cause, but John Conway at the Discover Magazine blog Cosmic Variance does some back-of-the-envelope calculations to check on the likelihood of a meteor striking an aircraft.

The math is pretty simple. There are about 3,000 meteors a day of the requisite mass to strike Earth, or about 125 an hour. (Check the article for the sources of this and other such estimates.) Meteors strike the Earth at supersonic speeds, so from the meteor’s point of view an aircraft is essentially stationary. This means the chance a meteor (entering at a random point on the globe) hits a given aircraft is determined by the fraction of the Earth’s surface covered by the aircraft: about 5.7×10-13 for an average airliner. This is the probability of one aircraft being struck by one meteor. Air France 447 had planned flight time of about 11 hours, over which period 1375 meteors would be…

The cause of the crash of Air France flight 447 has not been determined (and likely won’t be for some time). The most likely cause is related to the turbulence in the area at the time of the crash, but other possibilities have been suggested — including, surprisingly, meteor strike. That certainly seems far-fetched as a cause, but John Conway at the Discover Magazine blog Cosmic Variance does some back-of-the-envelope calculations to check on the likelihood of a meteor striking an aircraft.

More Read

BPM Optimization and Simulation
The Simple Minded Effects of Social Media
Python Programs for Non-Python People
Taking the Google Wonder Wheel for a Spin
The Pentagram of Business Travel
The math is pretty simple. There are about 3,000 meteors a day of the requisite mass to strike Earth, or about 125 an hour. (Check the article for the sources of this and other such estimates.) Meteors strike the Earth at supersonic speeds, so from the meteor’s point of view an aircraft is essentially stationary. This means the chance a meteor (entering at a random point on the globe) hits a given aircraft is determined by the fraction of the Earth’s surface covered by the aircraft: about 5.7×10-13 for an average airliner. This is the probability of one aircraft being struck by one meteor. Air France 447 had planned flight time of about 11 hours, over which period 1375 meteors would be expected to fall. So the chance it would have been struck by a meteor during this flight (as calculated by R using the Poisson Distribution) is:

> 1-ppois(0,5.7e-13*1375)
[1] 7.8375e-10

So, about 1 in a billion, give or take. Turbulence is looking like a much more likely cause. Besides, as Phil Plait has noted, this is likely an over-estimate because meteors quickly slow down to terminal velocity, and so a jetliner is more likely to strike a meteor than the other way around. A lower effective surface profile from a head-on collision… probably need some kind of volumetric calculation… err… too hard. But 1 in a billion is a safe upper bound.

But as we’ve noted before, if you observe an unlikely process enough times and/or for long enough, the chance of it ever happening can become surprisingly likely. Instead of asking about AF447 in particular, let’s ask another question: what are the chances that in the next 20 years any aircraft will be struck by a meteor. Assuming, of course, air traffic levels stay constant, meteors are supersonic, entry distribution and flight distributions are uniform — ok, there are a million assumptions, but it’s an interesting back-of-the envelope calculation.

Here goes: at any given time, airliners cover 2 billionths of the Earth’s surface. There are 125 meteors an hour, each with probability 2×10-9 of striking some airplane. In 20 years, that’s about 22 million independent possible impact events. The chance that every one of those meteors misses every airplane is:

> ppois(0,2e-9*22e6)
[1] 0.956954

In other words, there’s about a 4.3% chance of a meteor strike on at least one airliner in the next 20 years. (John Conway used a different calculation but came to a similar result.) That’s surprisingly large. To repeat: this is almost certainly an over-estimate, and applies not to a single flight but cumulatively to all flights over a 20-year period. Furthermore, there have been no documented cases of a meteor striking an aircraft so far, so even if it did occur we have no idea what kind of damage it would cause, or even if it would lead to a crash. But it’s significant enough that it can’t be ruled out next time there’s an unexplained air crash incident.

Cosmic Variance: Did a meteor bring down Air France 447?

Link to original post

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

dedicated servers for ai businesses
5 Reasons AI-Driven Business Need Dedicated Servers
Artificial Intelligence Exclusive News
data analytics for pharmacy trends
How Data Analytics Is Tracking Trends in the Pharmacy Industry
Analytics Big Data Exclusive
ai call centers
Using Generative AI Call Center Solutions to Improve Agent Productivity
Artificial Intelligence Exclusive
warehousing in the age of big data
Top Challenges Of Product Warehousing In The Age Of Big Data
Big Data Exclusive

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

How to succeed in the enterprise without really trying: Apple’s crunch

5 Min Read

Data pre-processing in PMML and ADAPA – A Primer

20 Min Read

Video: Data Mining with R

1 Min Read

A Look Into How Data Centers Actually Work [INFOGRAPHIC]

1 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
ai is improving the safety of cars
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?