Here is a little explanation of how the Boltzmann and Saha equations behave as a function of their input parameters. The BOLTZMANN EQUATION gives the ratio of the number of atoms in excitation state B N_B to those in excitation state A N_A, where the energy_level(B)>energy_level(A). 1) If we look at how the relative populations change with FIXED TEMPERATURE and VARY THE ENERGY DIFFERENCES, we see that the ratio quickly drops as the energy difference between the two levels goes up. This makes sense, because for a given temperature, fewer and fewer particles will have high enough kinetic energies (=velocities) to make collisions to produce big energy jumps for electrons. NOTE THAT ONLY DISCRETE ENERGY DIFFERENCES ARE ALLOWED BECAUSE ENERGY LEVELS ARE QUANTIZED FOR BOUND ELECTRONS! 2) If we look at how the relative populations change with FIXED ENERGY DIFFERENCES and VARY THE TEMPERATURE, we see that as the temperature goes UP, the ratio N_B/N_A (normalized by the ratio of statistical weights) approaches one. That is, more and more atoms are in the higher energy state. At low temperatures, almost all the atoms are in the lower energy state, because almost no collisions are energetic enough to excite an atom into state B. At high temperatures, just about every collision will do that (or more). However, as electrons get excited, they quickly de-excite/cascade down, with a given probability. So, even if all the atoms are instantaneously in state B, they will quickly go back to state A. How fast they go back depends on quantum mechanical probabilities -- which define the statistical weights. So, at any given time, the largest that N_B/N_A can be is the ratio of the statistical weights. Remember that if temperatures are really high, electrons can be excited to ever high levels, so state B might not be the dominant state. Then both states A and B may be "temporary" states as electrons constantly are excited and cascade down. Again, N_B/N_A in this case will be dicated by the ratio of the statistical weights of those probabilities. Note that two difference kT/Delta_E regimes are plotted, one 0 to 5, and the other 0 to 30. You can see how quickly N_B/N_A asymptotically approaches the statistical weight ratio. The SAHA EQUATION tells us the ratio of atoms in ionization state i+1 compared to ionization state i, or N_(i+1)/N_(i). The behavior of the two main factors and their product are plotted for two ranges of kT/chi_0, from 0 to 2.5 and for 0 to 15. You see that the decaying exponential approaches unity, but not terribly fast. For x=chi/kT=1.0,2.5,5,10.,20. exp(-1/x)= 0.37,0.67,0.82,0.90,0.95. At low temperatures (or high ionization potentials), hardly any ions are in the higher energy state because hardly any collisions are energetic enough to ionize atoms from state i to i+1. As the temperature goes up (or for smaller ion energy differences), more and more collisions are able to ionize atoms from state i to i+1. The trend continues and the ratio asymptotically approaches the (kT)^3/2 curve. This means that N_(i+1)/N_(i) *KEEPS INCREASING* with temperature -- even if most of the ions might be in N_(i+2),N_(i+3) etc. The product (x^1.5)(exp(-1/x))~0.95 for kT~1.5*chi_0 (1.5x the ionization potential). Note that for kT~chi_0, the (x^1.5)(exp(-1/x))~0.37 (1/e). We also have to remember that there is a coefficient A which is on the order of 10^56 (mks units) for ionized to neutral H (N_+/N_0), and that we divide by the number density of electrons. For H, it's easy to see that the neutral fraction just gets smaller and smaller with increasing temperature. That makes sense. What about a multi-electron atom like O? There are 9 possible ionization states, from O I to O IX. If we consider pure O gas and think about what happens as temperature T increases, there is not a lot of increase of O II/O I until kT ~ 1.5*chi_0 (1.5x the ionization energy for the neutral state). As T continues to increase, N_II/N_I (=N_+/N_0, adopting the astronomy usage that O I is neutral, O II is singly ionized etc.) will grow like (kT)^3/2. At the same time, N_III/N_II(=N_++/N_+) will be small, but will start to rise as kT approaches 1.5*chi_1. By that point, N_II/N_I will be really high -- but N_III/N_II will be substantially greater than unity, so N_III/N_I will be REALLY high. The progression will go on. By the time N_VI/N_V is on the order of unity, the number of O atoms in states O I, O II and O III will be negligible. At the same time, N_VII/N_VI will be <1,, N_VIII/N_VII <<1 etc. So you see that there are going to be very few atoms in ionization states more than one ionization level away from the "dominant" ionization state for which kT~chi_0. This justifies N_i,s ~ N_i,s/(N_i-1 + N_i + N_i+1) equation (8-33)