Help with a probability question

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The discussion revolves around calculating the ratio of nitrogen to oxygen in Earth's atmosphere at 10 km altitude, given the surface ratio of 78:21. The solution involves understanding the number density of oxygen molecules as a function of height, utilizing the principle that the probability of finding a particle at a certain height is proportional to e^{-E/kT}. The kinetic energy is considered constant, allowing for a straightforward comparison of densities at different altitudes.

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  • Understanding of atmospheric composition and ratios (e.g., nitrogen to oxygen ratio)
  • Familiarity with statistical mechanics concepts, particularly probability distributions
  • Knowledge of the relationship between energy, height, and density in a gravitational field
  • Basic grasp of the ideal gas law and its implications in atmospheric science
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  • Learn about the Boltzmann distribution and its applications in statistical mechanics
  • Research the effects of altitude on atmospheric pressure and composition
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This discussion is beneficial for students in physics or atmospheric science, particularly those studying statistical mechanics and its applications to real-world scenarios like atmospheric composition at varying altitudes.

justinbaker
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thanks for the help, i just solved it and did not have time to update the thread.



Please help me, i don't even know where to begin.

"Earths atmosphere is made up of a ratio of nitrogen to oxygen. The ratio is 78:21. Assumming constant temp, what is the ratio at 10km. Explain why your result is qualitatively reasonable. (Hint: this problem concerns the number density of oxygen molecules as a function of height. The denisty is related in a simple way to the probability that a given oxygen molecule will be found at a particular height.)
 
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justinbaker said:
Please help me, i don't even know where to begin.

"Earths atmosphere is made up of a ratio of nitrogen to oxygen. The ratio is 78:21. Assumming constant temp, what is the ratio at 10km. Explain why your result is qualitatively reasonable. (Hint: this problem concerns the number density of oxygen molecules as a function of height. The denisty is related in a simple way to the probability that a given oxygen molecule will be found at a particular height.)

Is it part of a stat mech class?
If it is, then I would guess they have in mind you using the fact that the probability of finding a particle with energy E is proportional to [itex]e^{-E/kT}[/itex]. In this example, the energy is simply mgy (the kinetic energy will drop out..see below). Then the ratio of density at different altitude will simply be the ratio of the exponentials evaluated at those altitudes (since the temperature is taken to be constant, the kinetic energy will be the same and will drop out in the ratios). Because of the presence of m in the equation, the probability distributions with altitude will be different for the different molecules.
That's my guess...

Pat
 

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