Hydrogenic Wavefunctions and Radial Distributions

We take the machinery of quantum mechanics as given and ask a spectroscopist's question of it. The hydrogenic states ψnℓm=Rnℓ(r) Yℓm(θ,ϕ)\psi_{n\ell m} = R_{n\ell}(r)\,Y_\ell^m(\theta,\phi) — the radial functions RnℓR_{n\ell}, their node theorem, and the associated-Laguerre bookkeeping — are built and owned by aq-qm-hydrogenic-wavefunctions, and the angular factors YℓmY_\ell^m by aq-qm-spherical-harmonics; both are recalled here by name, not re-derived. What this article owns is the piece they hand forward: the radial distribution P(r)=r2∣Rnℓ∣2P(r) = r^2|R_{n\ell}|^2, the honest "where is the electron" curve that atomic spectroscopy actually runs on. The wavefunction gives an amplitude at a point; P(r)P(r) gives the probability of finding the electron in a shell — and the two peak in different places. That single distinction, carried by one geometric factor of r2r^2, resolves the oldest confusion in atomic structure. The 1s1s density ∣ψ∣2|\psi|^2 is largest at the nucleus, yet the electron is most likely found one Bohr radius out, exactly where Bohr drew his orbit. Push the same tool further and it explains why the sodium D lines glow at 589589 nm: low-angular-momentum electrons penetrate the inner shells, feel a less-screened nucleus, and drop in energy — the quantum defect. The radial distribution is where the abstract catalogue of states becomes the concrete language of spectra, screening, and the periodic table.

Key takeaways
  • The radial distribution P(r)=r2∣Rnℓ(r)∣2P(r) = r^2|R_{n\ell}(r)|^2 — not ∣R∣2|R|^2 — is the probability per unit radius of finding the electron in the shell [r,r+dr][r, r+\mathrm{d}r]; the factor r2r^2 is the shell's volume, and ∫0∞P dr=1\int_0^\infty P\,\mathrm{d}r = 1.
  • For the ground state the density ∣ψ1s∣2|\psi_{1s}|^2 is maximal at the nucleus, but P(r)P(r) peaks at the Bohr radius r=a0=0.529r = a_0 = 0.529 Å — the most-probable radius, not the mean.
  • Peak ≠\ne mean: the most-probable radius of 1s1s is a0a_0, but ⟨r⟩1s=32a0\langle r\rangle_{1s} = \tfrac32 a_0, because P(r)P(r) is right-skewed. Neither is a literal orbit.
  • Radial nodes number n−ℓ−1n-\ell-1 (recalled from the wavefunction article); the mean radius is ⟨r⟩nℓ=a02Z[3n2−ℓ(ℓ+1)]\langle r\rangle_{n\ell} = \tfrac{a_0}{2Z}[3n^2 - \ell(\ell+1)].
  • Low-ℓ\ell states penetrate the core: 2s2s reaches farther than 2p2p (⟨r⟩=6a0\langle r\rangle = 6a_0 vs 5a05a_0) yet its inner lobe pokes deep inside a0a_0 — the origin of screening, the quantum defect, and alkali spectra.
  • Everything scales with nuclear charge: lengths as 1/Z1/Z, energies as Z2Z^2, so the He+^+ 1s1s peaks at a0/2a_0/2 and binds at −54.4-54.4 eV.
  • Key idea: the radial distribution P(r)=r2∣Rnℓ∣2P(r) = r^2|R_{n\ell}|^2 turns the abstract wavefunction into the shell-by-shell probability that governs atomic size, penetration, screening, and every spectral line.
The core insight

The amplitude ∣ψ∣2|\psi|^2 answers "how dense is the cloud at this point?"; the radial distribution P(r)=r2∣Rnℓ(r)∣2P(r) = r^2|R_{n\ell}(r)|^2 answers the spectroscopist's question, "how likely is the electron to be found at this radius?" The two differ by the shell-volume factor r2r^2, and that factor is why the 1s1s density peaks at the nucleus while the 1s1s shell probability peaks at a0a_0 — reconciling the quantum orbital with Bohr's radius, and setting up penetration, screening, and the quantum defect.

Where this lives today

The radial distribution is the quiet engine of computational chemistry: quantum-chemistry codes expand molecular orbitals in Slater-type functions carrying exactly the rℓe−ζrr^\ell e^{-\zeta r} anatomy of the hydrogenic radial part, and effective-core-potential methods lean on the penetration-and-screening story to replace inner shells with a single potential. The quantum defect it explains is a precision tool — Rydberg-atom quantum simulators are engineered around the way high-ℓ\ell states barely penetrate the core (small δℓ\delta_\ell) while low-ℓ\ell states plunge in, and modern laser cooling of alkalis rides on transitions whose wavelengths are set, as in Worked Example 3, by quantum defects. Most strikingly, the curve is now directly observable: in 2013 a photoionization-microscopy experiment magnified the outgoing-electron pattern of hydrogen atoms onto a detector, resolving the nodal rings of individual states — a literal photograph of what a century of textbooks could only plot. The radial distribution function, once the reconciliation of Bohr with Schrödinger, is now a laboratory image.

The physical picture

Do not picture the electron on a track. Picture a cloud, densest at the nucleus for an ss-state and thinning outward, and then ask the honest question a detector asks: if I sweep a thin spherical shell of radius rr outward, in which shell am I most likely to catch the electron? A shell at radius rr has area 4πr24\pi r^2, so even where the cloud is thin, a large shell can hold a lot of probability. The competition between a density that falls and a shell volume that grows is the whole story — and it has a definite winner at r=a0r = a_0.

Figure
The r² lift: the 1s density is largest at the nucleus, but the shell volume ∝ r² carries the probability out to a peak at r = a₀ = 0.529 Å
Density falls from the nucleus — but the shell volume ∝ r² lifts the probability to a peak at a₀ |R₁ₛ|² radial density largest at r = 0 r → × shell volume 4πr² P(r) = r²|R|² peak at r = a₀ = 0.529 Å r → a₀

The left curve is the density: fall, fall, fall from the origin. The right curve is P(r)P(r), the density multiplied by the shell volume — it must vanish at r=0r = 0 (a shell of zero radius holds nothing), rise as r2r^2 opens up room, then collapse as the exponential density wins at large rr. The turnover lands exactly at a0a_0. That is the reconciliation atomic physics keeps returning to: the electron's cloud is thickest at the nucleus, but the electron is most often found a Bohr radius away. Now stack the low states on one axis and the spectroscopy jumps out. Each shell sits farther out, each radial function crosses zero n−ℓ−1n-\ell-1 times, and — the subtle part — states of the same nn but different ℓ\ell probe the core very differently.

Figure
The punchline: P(r) for 1s, 2s, 2p. The 1s peak is at a₀ = 0.529 Å but the mean ⟨r⟩ = 1.5 a₀ lies farther out; 2s reaches farther than 2p yet penetrates inside a₀, while 2p ∝ r⁴ is shut out of the core
P(r) = r²|Rₙₗ|² — peak ≠ mean, and low ℓ penetrates the core 0 2 4 8 12 16 radius r (units of a₀) 1s peak: r = a₀ = 0.529 Å ⟨r⟩₁ₛ = 1.5 a₀ 2s 2p 2s outer peak ≈ 5.24 a₀ 2s inner lobe penetrates inside a₀

Read the three curves. The 1s1s (blue) peaks at a0a_0; its mean, marked with the red tick at 1.5 a01.5\,a_0, sits farther out because the long exponential tail drags the average past the peak — the distribution is right-skewed, and peak is not mean. The 2p2p (amber) is a clean single hump peaking at 4a04a_0; because R2p∝rR_{2p} \propto r, it is pushed out of the core by the centrifugal barrier and has almost no probability near the nucleus. The 2s2s (green) has a node at r=2a0r = 2a_0 splitting it into a large outer lobe (peaking near 5.24 a05.24\,a_0, farther than 2p2p) and a small but crucial inner lobe that pokes deep inside a0a_0. That inner lobe is penetration, and it is why sodium is yellow.

The core equations

Everything below rests on one recalled fact and one owned definition. The recalled fact is the separated form of the hydrogenic state, constructed in aq-qm-hydrogenic-wavefunctions (which supplies the radial table RnℓR_{n\ell} and the node count) and aq-qm-spherical-harmonics (which supplies YℓmY_\ell^m):

ψnℓm(r,θ,ϕ)=Rnℓ(r) Yℓm(θ,ϕ)(1)\psi_{n\ell m}(r,\theta,\phi) = R_{n\ell}(r)\,Y_\ell^m(\theta,\phi) \qquad (1)

where: nn — principal quantum number, n=1,2,3,…n = 1, 2, 3, \dots; ℓ\ell — orbital quantum number, 0≤ℓ≤n−10 \le \ell \le n-1; mm — magnetic quantum number, −ℓ≤m≤ℓ-\ell \le m \le \ell; RnℓR_{n\ell} — radial function (units a0−3/2a_0^{-3/2}); YℓmY_\ell^m — spherical harmonic (normalized on the sphere). This article takes RnℓR_{n\ell} as given and asks what it says about radii. Integrate ∣ψ∣2|\psi|^2 over all angles and the spherical harmonic normalizes to one; what survives is a probability that depends on radius alone. The angular integration hands over a factor r2r^2 from the volume element dV=r2sin⁡θ dr dθ dϕ\mathrm{d}V = r^2\sin\theta\,\mathrm{d}r\,\mathrm{d}\theta\,\mathrm{d}\phi, and that factor is the entire subject of this article:

P(r)=r2 ∣Rnℓ(r)∣2,∫0∞P(r) dr=1(2)P(r) = r^2\,|R_{n\ell}(r)|^2, \qquad \int_0^\infty P(r)\,\mathrm{d}r = 1 \qquad (2)

where: P(r) drP(r)\,\mathrm{d}r — probability of finding the electron in the shell [r,r+dr][r, r+\mathrm{d}r], independent of angle. The r2r^2 is geometry, not dynamics: the surface area of the shell, and what forces P(0)=0P(0) = 0 for every state, even the ss-states whose density is maximal at the origin. Forgetting it is the single most common error in the subject. The most-probable radius is the maximum of P(r)P(r), found by setting dP/dr=0\mathrm{d}P/\mathrm{d}r = 0. For the ground state this is a one-line calculus problem (Derivation A) with a famous answer:

rpeak(1s)=a0Z(3)r_{\text{peak}}^{(1s)} = \frac{a_0}{Z} \qquad (3)

where: a0=0.529177a_0 = 0.529177 Å — the Bohr radius; ZZ — nuclear charge. For hydrogen (Z=1Z = 1) the 1s1s shell probability peaks exactly at a0a_0, numerically identical to Bohr's orbit radius — but it is the peak of a broad smear, not a track. The mean radius is a different number entirely, obtained from the first moment of P(r)P(r):

⟨r⟩nℓ=a02Z[ 3n2−ℓ(ℓ+1) ](4)\langle r\rangle_{n\ell} = \frac{a_0}{2Z}\big[\,3n^2 - \ell(\ell+1)\,\big] \qquad (4)

where: ⟨r⟩\langle r\rangle — expectation value of the radius. It grows as n2n^2 and shrinks with ℓ\ell at fixed nn. For 1s1s it gives 32a0>a0=rpeak\tfrac32 a_0 > a_0 = r_{\text{peak}}: the right-skew made quantitative. For 2s2s and 2p2p it gives 6a06a_0 and 5a05a_0 — the ss-state's mean is larger. The inverse moment ⟨1/r⟩\langle 1/r\rangle is fixed not by geometry but by energy, through the virial theorem (Derivation B), and it depends only on nn:

⟨1r⟩nℓ=Zn2a0,⟨V⟩=2En=−Z2e24πε0 a0 n2(5)\left\langle\frac1r\right\rangle_{n\ell} = \frac{Z}{n^2 a_0}, \qquad \langle V\rangle = 2E_n = -\frac{Z^2 e^2}{4\pi\varepsilon_0\, a_0\, n^2} \qquad (5)

where: ⟨V⟩\langle V\rangle — mean Coulomb potential energy; En=−Z2 (13.606 eV)/n2E_n = -Z^2\,(13.606\ \mathrm{eV})/n^2 — the level energy. Because ⟨1/r⟩\langle 1/r\rangle is set by EnE_n, which depends only on nn for a pure Coulomb field, this moment is blind to ℓ\ell — the accidental degeneracy in a radial average. That degeneracy is the hydrogen story. In any other atom the radial distribution breaks it, and the break has a name. A penetrating low-ℓ\ell electron spends part of its time inside the inner shells, sees a nuclear charge only partly screened, binds more tightly, and its energy is pushed down by an amount captured in a single empirical shift:

Enℓ=−hc RH(n−δℓ)2(6)E_{n\ell} = -\frac{hc\,R_H}{(n - \delta_\ell)^2} \qquad (6)

where: δℓ\delta_\ell — the quantum defect, large for penetrating low-ℓ\ell orbitals and ≈0\approx 0 for high-ℓ\ell orbitals that never reach the core; RHR_H — the Rydberg constant. For sodium δs≈1.37\delta_s \approx 1.37, δp≈0.88\delta_p \approx 0.88, δd≈0.01\delta_d \approx 0.01 — the ss-electron's penetration is worth more than a whole unit of nn. This is where the radial-distribution picture cashes out as real spectroscopy (Worked Example 3).

Derivation AThe most-probable radius of the ground state sits at the Bohr radius

The goal is to prove that the 1s1s radial distribution peaks at exactly r=a0/Zr = a_0/Z, reconciling the quantum probability cloud — whose density is maximal at the nucleus — with Bohr's semiclassical orbit at a0a_0. The strategy is direct: build P(r)P(r) from the recalled 1s1s radial function, differentiate, and solve for the stationary point at finite radius. The one thing to watch is that the maximum of P(r)P(r) and the maximum of the density ∣ψ∣2|\psi|^2 are genuinely different questions with different answers — the factor r2r^2 moves the peak from the origin all the way out to a0a_0.

Step 1. Take the ground-state radial function from aq-qm-hydrogenic-wavefunctions, R10=2(Z/a0)3/2e−Zr/a0R_{10} = 2(Z/a_0)^{3/2}e^{-Zr/a_0}, and form the distribution: P(r)=r2∣R10∣2=4(Z/a0)3 r2e−2Zr/a0P(r) = r^2|R_{10}|^2 = 4(Z/a_0)^3\,r^2 e^{-2Zr/a_0}. Why: P(r)P(r), not ∣R10∣2|R_{10}|^2, is the probability per unit radius — the r2r^2 is the shell area the electron could be found on.

Step 2. Differentiate, pulling the exponential out as a never-zero common factor: dPdr=4(Z/a0)3(2r−2Za0r2)e−2Zr/a0\dfrac{\mathrm{d}P}{\mathrm{d}r} = 4(Z/a_0)^3\left(2r - \dfrac{2Z}{a_0}r^2\right)e^{-2Zr/a_0}. Why: only the polynomial bracket can vanish at finite rr, so the turning point is set by 2r−(2Z/a0)r2=02r - (2Z/a_0)r^2 = 0 — the exponential merely guarantees the peak is a maximum, not a runaway.

Step 3. Solve the bracket: 2r=(2Z/a0)r2⇒r=a0/Z2r = (2Z/a_0)r^2 \Rightarrow r = a_0/Z. For hydrogen this is a0a_0 exactly. Why: this is the owned result — the shell-volume factor has shifted the most-probable radius from r=0r = 0 (where ∣ψ∣2|\psi|^2 peaks) to r=a0r = a_0 (where Bohr placed his orbit), and the coincidence is exact, not approximate.

Step 4. Contrast with the mean. The peak is where PP is largest; the mean ⟨r⟩=∫0∞r P(r) dr\langle r\rangle = \int_0^\infty r\,P(r)\,\mathrm{d}r weights the long tail and lands at 32a0\tfrac32 a_0 (evaluated in Worked Example 1). Why: because P(r)P(r) is right-skewed, the most-probable, mean, and Bohr-orbit radii are three distinct statements about one cloud — a distinction the rest of the article keeps sharp. *Verified symbolically (dP/dr=0⇒r=a0\mathrm{d}P/\mathrm{d}r = 0 \Rightarrow r = a_0 for Z=1Z=1) and for He+^+ (a0/2a_0/2) in verify_aq-optics-hydrogenic-wavefunctions.py.*

Go deeper · Derivation B · 1 minThe inverse radius from the virial theorem, and why it ignores ℓ
Derivation BThe inverse radius from the virial theorem, and why it ignores ℓ

The goal is to obtain ⟨1/r⟩=Z/(n2a0)\langle 1/r\rangle = Z/(n^2 a_0) without evaluating a single Laguerre integral, and to expose why this radial moment depends only on nn while ⟨r⟩\langle r\rangle depends on both nn and ℓ\ell. The strategy is the virial theorem for a −1/r-1/r potential, which ties the average potential energy directly to the level energy — and the Coulomb level energy is ℓ\ell-blind. The payoff is a clean bridge from the radial distribution to the energy spectrum.

Step 1. Invoke the virial theorem for a potential V∝r−1V \propto r^{-1}: ⟨T⟩=−En\langle T\rangle = -E_n and ⟨V⟩=2En\langle V\rangle = 2E_n. Why: for a homogeneous potential of degree −1-1 the theorem fixes the split of energy between kinetic and potential parts once and for all, independent of the state's angular shape.

Step 2. Write the potential energy as a radial average: ⟨V⟩=−Ze24πε0⟨1r⟩\langle V\rangle = -\dfrac{Ze^2}{4\pi\varepsilon_0}\left\langle\dfrac1r\right\rangle. Setting this equal to 2En2E_n with En=−Z2e2/(8πε0a0n2)E_n = -Z^2 e^2/(8\pi\varepsilon_0 a_0 n^2) gives one equation for ⟨1/r⟩\langle 1/r\rangle. Why: the only unknown is the inverse-radius moment, so the virial identity solves for it directly — no wavefunction integral required.

Step 3. Solve: ⟨1r⟩=Zn2a0\left\langle\dfrac1r\right\rangle = \dfrac{Z}{n^2 a_0}, a function of nn alone. Why: it inherits the energy's ℓ\ell-independence — the accidental Coulomb degeneracy, seen here as a radial average that cannot tell 2s2s from 2p2p, even though those two states have visibly different distributions.

Step 4. Note the contrast with ⟨r⟩nℓ=a02Z[3n2−ℓ(ℓ+1)]\langle r\rangle_{n\ell} = \tfrac{a_0}{2Z}[3n^2 - \ell(\ell+1)], which does carry ℓ\ell. Why: different moments weight different regions — ⟨1/r⟩\langle 1/r\rangle is dominated by the small-rr core (tied to energy), ⟨r⟩\langle r\rangle by the outer tail (tied to geometry) — so they need not, and do not, share the same symmetry. *Verified: ⟨1/r⟩=Z/(n2a0)\langle 1/r\rangle = Z/(n^2 a_0) against direct integration for (n,ℓ)=(1,0),(2,0),(2,1),(3,0)(n,\ell) = (1,0),(2,0),(2,1),(3,0), and the virial identity ⟨V⟩=2En\langle V\rangle = 2E_n numerically, in verify_aq-optics-hydrogenic-wavefunctions.py.*

Limiting cases

CaseResultMeaning
Ground state 1s1srpeak=a0r_{\text{peak}} = a_0, ⟨r⟩=32a0\langle r\rangle = \tfrac32 a_0most-probable radius equals Bohr's orbit; the mean is larger — peak ≠\ne mean
Circular states ℓ=n−1\ell = n-1single peak near n2a0/Zn^2 a_0/Z, no radial nodesthe most Bohr-like orbitals — one clean shell at the Bohr radius
Fixed nn, growing ℓ\ell⟨r⟩\langle r\rangle falls, but core probability falls fasterhigh ℓ\ell is pushed out of the center by the rℓr^\ell barrier yet has a smaller mean radius
Nuclear charge ZZr→r/Zr \to r/Z, E→Z2EE \to Z^2 EHe+^+ peaks at a0/2a_0/2 and binds at −54.4-54.4 eV; the whole cloud contracts
ss-state at the nucleus∣ψns(0)∣2=Z3/(πn3a03)≠0\lvert\psi_{ns}(0)\rvert^2 = Z^3/(\pi n^3 a_0^3) \ne 0only ℓ=0\ell = 0 reaches r=0r = 0 — the seat of contact hyperfine and Lamb-shift physics
Non-Coulomb core (alkali)Enℓ=−hcRH/(n−δℓ)2E_{n\ell} = -hcR_H/(n-\delta_\ell)^2penetration lifts the ℓ\ell-degeneracy — the quantum defect, and the reason alkalis have rich optical spectra

Worked examples

1 · Probability inside one Bohr radius, and the mean radius (confidence builder)

For the hydrogen ground state, find the probability that the electron lies within one Bohr radius of the nucleus, and compute the mean radius ⟨r⟩\langle r\rangle. Compare it to the most-probable radius a0a_0.

Step 1. Build the distribution in units x=r/a0x = r/a_0: P(r) dr=4x2e−2x dxP(r)\,\mathrm{d}r = 4x^2 e^{-2x}\,\mathrm{d}x. The probability inside a0a_0 is ∫014x2e−2x dx\displaystyle\int_0^1 4x^2 e^{-2x}\,\mathrm{d}x.

Step 2. Integrate by parts twice (or quote the standard result): ∫014x2e−2x dx=1−5e−2\displaystyle\int_0^1 4x^2 e^{-2x}\,\mathrm{d}x = 1 - 5e^{-2}. Numerically 5e−2=5(0.13534)=0.67675e^{-2} = 5(0.13534) = 0.6767, so the probability is 1−5e−2=0.323\mathbf{1 - 5e^{-2} = 0.323} — only about a third of the electron's probability lies inside the Bohr radius, even though that is where the shell probability peaks.

Step 3. Now the mean radius: ⟨r⟩=∫0∞r P(r) dr=a0∫0∞4x3e−2x dx=a0⋅4⋅3!24=a0⋅2416=32a0\langle r\rangle = \int_0^\infty r\,P(r)\,\mathrm{d}r = a_0\int_0^\infty 4x^3 e^{-2x}\,\mathrm{d}x = a_0 \cdot 4\cdot\dfrac{3!}{2^4} = a_0\cdot\dfrac{24}{16} = \mathbf{\tfrac32 a_0}, using ∫0∞x3e−2xdx=3!/24\int_0^\infty x^3 e^{-2x}\mathrm{d}x = 3!/2^4.

Step 4. Read the lesson off the numbers. The most-probable radius is a0a_0, the mean is 1.5 a01.5\,a_0, and two-thirds of the probability lies beyond a0a_0: the long outer tail drags the average past the peak. P(inside a0a_0) = 0.323, ⟨r⟩=1.5 a0\langle r\rangle = 1.5\,a_0, versus rpeak=a0r_{\text{peak}} = a_0.

2 · The He⁺ ion by pure scaling (exam level)

The He+^+ ion is hydrogenic with Z=2Z = 2. Find its 1s1s most-probable radius and its ground-state binding energy, using only the scaling of the hydrogenic solutions.

Step 1. Length scaling: every radius carries the factor a0/Za_0/Z, so the 1s1s peak moves in to rpeak=a0/Z=a0/2=0.265 A˚r_{\text{peak}} = a_0/Z = a_0/2 = \mathbf{0.265\ \text{Å}}. The cloud is half the size of hydrogen's — a stronger nucleus pulls it in.

Step 2. Energy scaling: En=−Z2 (13.606 eV)/n2E_n = -Z^2\,(13.606\ \mathrm{eV})/n^2, so the ground state is E1=−4×13.606=−54.4 eVE_1 = -4 \times 13.606 = \mathbf{-54.4\ \text{eV}}. He+^+ binds its electron four times more tightly than hydrogen — its ionization energy of 54.454.4 eV is a standard atomic-physics benchmark.

Step 3. Consistency check via the mean radius: ⟨r⟩1s=a02Z(3)=3a02Z=34a0\langle r\rangle_{1s} = \tfrac{a_0}{2Z}(3) = \tfrac{3a_0}{2Z} = \tfrac34 a_0 for Z=2Z = 2 — again half of hydrogen's 32a0\tfrac32 a_0, as the 1/Z1/Z scaling demands. Every length halves, every energy quadruples.

Step 4. The scaling is exact because the only length is a0/Za_0/Z and the only energy is Z2RyZ^2\mathrm{Ry}. He+^+: rpeak=a0/2=0.265r_{\text{peak}} = a_0/2 = 0.265 Å, E1=−54.4E_1 = -54.4 eV.

3 · Sodium's yellow line from penetration and the quantum defect (exam level)

Sodium's valence electron sits in a 3s3s orbital outside a neon-like core. Using the measured quantum defects δs=1.373\delta_s = 1.373 and δp=0.883\delta_p = 0.883, find sodium's ionization energy and the wavelength of the 3p→3s3p \to 3s transition — the D line.

Step 1. The 3s3s electron penetrates the core (its inner lobe, exactly the 2s2s-style penetration seen in the punchline figure), feels a poorly screened nucleus, and binds more tightly than a pure-Coulomb n=3n = 3 level. Equation (6) gives E3s=−13.606/(3−1.373)2=−13.606/(1.627)2=−13.606/2.647=−5.14 eVE_{3s} = -13.606/(3 - 1.373)^2 = -13.606/(1.627)^2 = -13.606/2.647 = \mathbf{-5.14\ \text{eV}}.

Step 2. The binding energy is the ionization energy: sodium's first ionization energy is 5.145.14 eV — measured value 5.1395.139 eV. The penetration of one ss-electron, worth δs=1.373\delta_s = 1.373 units of effective quantum number, reproduces it almost exactly.

Step 3. The 3p3p orbital penetrates less (δp=0.883\delta_p = 0.883), so it binds less: E3p=−13.606/(3−0.883)2=−13.606/(2.117)2=−3.04 eVE_{3p} = -13.606/(3 - 0.883)^2 = -13.606/(2.117)^2 = \mathbf{-3.04\ \text{eV}}. The optical transition energy is ΔE=E3s→E3p=5.140−3.036=2.104\Delta E = E_{3s} \to E_{3p} = 5.140 - 3.036 = 2.104 eV.

Step 4. Convert to a wavelength: λ=hc/ΔE=1239.8 eV nm/2.104 eV=589 nm\lambda = hc/\Delta E = 1239.8\ \mathrm{eV\,nm}/2.104\ \mathrm{eV} = \mathbf{589\ \text{nm}} — the sodium D line, the yellow of every streetlamp and flame test. The entire number traces back to a low-ℓ\ell electron's radial distribution reaching inside the core. Na ionization =5.14= 5.14 eV, D line λ=589\lambda = 589 nm.

Physics of the portrait

The hero here is not a person but an object: the curve P(r)=r2∣Rnℓ∣2P(r) = r^2|R_{n\ell}|^2 itself, the radial distribution function. It is the quantity that made the quantum atom picturable — the bridge from an abstract complex amplitude to a plottable, measurable probability of catching the electron at a given distance.

Origins · 1 minradial distribution function and how this was discovered
RD
radial distribution function
the radius-squared-weighted probability P(r) locating where an electron most likely sits · atomic spectroscopy

The radial distribution function was born the moment Schrödinger's 1926 wave equation produced the functions Rnℓ(r)R_{n\ell}(r) and Max Born, in the same year, reinterpreted ∣ψ∣2|\psi|^2 as a probability density rather than a physical charge cloud. The decisive insight — that the honest radial curve is not ∣R∣2|R|^2 but r2∣R∣2r^2|R|^2, carrying the shell-volume Jacobian — is what reconciled the new quantum orbital, densest at the nucleus, with Bohr's old orbit at a0a_0: the same electron, most probably found one Bohr radius out. It quickly became the working tool of atomic structure. Douglas Hartree's 1928 self-consistent-field method computed radial distributions for many-electron atoms, and John Slater's 1930 screening rules turned the penetration of low-ℓ\ell orbitals into effective-charge bookkeeping — the quantum-defect picture that shapes the periodic table and sets the alkali optical lines. What began as a way to draw the invisible is now photographable: in 2013 Stodolna and collaborators used photoionization microscopy to image the nodal structure of hydrogen's electron distribution on a detector, turning the radial function from a calculated curve into a measured one.

History
1926
— Schrödinger's wave mechanics yields the hydrogenic radial functions R_nl(r)
1926
— Born interprets |ψ|² as a probability density, making P(r) = r²|R|² a probability curve
1928
— Hartree's self-consistent field computes radial distributions for many-electron atoms
1930
— Slater's screening rules recast low-ℓ penetration as effective nuclear charge and the quantum defect
2013
— Stodolna and coworkers directly image hydrogen's nodal structure by photoionization microscopy

Going further

Texts. Foot, Atomic Physics (2005), Ch. 2 and the hydrogen-wavefunction appendix, and Ch. 4 on the quantum defect and alkali spectra · Bransden and Joachain, Physics of Atoms and Molecules, Ch. 3 · Griffiths and Schroeter, Introduction to Quantum Mechanics, 3rd ed., Ch. 4 · Demtröder, Atoms, Molecules and Photons, atomic-structure chapters · Loudon, The Quantum Theory of Light, hydrogen matrix-element appendix.

Provenance. Radial functions R10,R20,R21R_{10}, R_{20}, R_{21} and the spherical harmonics are standard (Griffiths Ch. 4; Foot Appendix). A verifier should confirm: (i) normalization ∫0∞Rnℓ2r2dr=1\int_0^\infty R_{n\ell}^2 r^2\mathrm{d}r = 1 for the listed forms; (ii) the ground-state peak r=a0r = a_0 by differentiating P(r)P(r); (iii) ⟨r⟩1s=32a0\langle r\rangle_{1s} = \tfrac32 a_0 and ⟨1/r⟩=Z/n2a0\langle 1/r\rangle = Z/n^2 a_0 from the moment formula and virial theorem; (iv) contact density ∣ψns(0)∣2=Z3/(πn3a03)|\psi_{ns}(0)|^2 = Z^3/(\pi n^3 a_0^3); (v) node counts n−ℓ−1n-\ell-1 (radial) and ℓ\ell (angular). Bohr radius a0≈5.29×10−11 ma_0 \approx 5.29\times10^{-11}\,\mathrm{m} (CODATA). Cross-check the moment ⟨1/r3⟩\langle 1/r^3\rangle formula against the Bransden and Joachain table of hydrogenic expectation values. All of (i)–(v), the He+^+ scaling, and the sodium quantum-defect numbers are reproduced in verify_aq-optics-hydrogenic-wavefunctions.py.

Prerequisites. Solution of the Schrödinger equation for hydrogen · Quantum numbers and orbital angular momentum · The Bohr model of hydrogen. Leads to. Fine structure and spin-orbit coupling · Hyperfine structure · The Lamb shift · The Stark effect · Multi-electron atoms and the central-field approximation.

Why exactly r², and not r or r³?

Because a spherical shell of radius rr and thickness dr\mathrm{d}r has volume 4πr2 dr4\pi r^2\,\mathrm{d}r — its area grows as r2r^2. The probability of finding the electron in that shell is the density ∣ψ∣2|\psi|^2 times the shell volume, and after integrating ∣ψ∣2=∣Rnℓ∣2∣Yℓm∣2|\psi|^2 = |R_{n\ell}|^2|Y_\ell^m|^2 over the angles (which normalizes the spherical harmonic to one) exactly one factor of r2r^2 survives: P(r)=r2∣Rnℓ∣2P(r) = r^2|R_{n\ell}|^2. Not rr (that would be a ring), not r3r^3 (that would be a solid ball's volume, not a shell) — r2r^2 is the surface area of the sphere at radius rr, and it is pure geometry, identical for every central-potential problem.

Is the 1s peak at a₀ really the same as Bohr's orbit?

Numerically yes, conceptually no. Bohr's model puts the electron on a sharp circular orbit of radius a0a_0; the Schrödinger 1s1s state is a static, spherically symmetric probability cloud whose most-probable shell happens to sit at the same a0a_0. The coincidence is exact and not accidental — both are set by the same balance of Coulomb attraction and quantum-mechanical spread — but the quantum object has no orbit, no fixed radius, and in fact a mean radius of 32a0\tfrac32 a_0, larger than the peak. Bohr got the right length scale for the wrong reason: he imagined a track where there is only a smear that happens to be densest per shell at his radius.

Why can only s-electrons reach the nucleus, and why does it matter?

Near the origin the radial function behaves as Rnℓ∝rℓR_{n\ell} \propto r^\ell, so only ℓ=0\ell = 0 (ss-states) has nonzero amplitude at r=0r = 0; every ℓ>0\ell > 0 state is pushed out of the center by the centrifugal barrier ℓ(ℓ+1)ℏ2/2mer2\ell(\ell+1)\hbar^2/2m_e r^2, which the rℓr^\ell prefactor encodes. The contact density ∣ψns(0)∣2=Z3/(πn3a03)|\psi_{ns}(0)|^2 = Z^3/(\pi n^3 a_0^3) is therefore nonzero only for ss-states. This is not bookkeeping: the Fermi contact hyperfine interaction, the leading Lamb shift, and electron-capture rates all scale with ∣ψ(0)∣2|\psi(0)|^2, so they act on ss-electrons alone. The 2121-cm hydrogen line that maps the galaxy is a 1s1s contact-hyperfine transition — it exists because the ground state is an ss-state that touches the proton.

How can 2s reach farther than 2p but also penetrate deeper?

Because "farther" and "deeper" are different features of the same distribution. The 2s2s mean radius is 6a06a_0, larger than 2p2p's 5a05a_0, because 2s2s has a large outer lobe beyond the 2p2p hump — that is "farther." But 2s2s also has a small inner lobe, inside its node at 2a02a_0, carrying probability into the core, whereas 2p∝r22p \propto r^2 is shut out near the origin — that is "deeper." No single number captures both; you must look at the whole curve. The inner lobe is small (a few percent inside a0a_0) but decisive in energy, since binding is dominated by the attractive core.

What is the quantum defect, and how does the radial distribution explain alkali spectra?

In hydrogen the energy depends only on nn; in an alkali the single valence electron orbits a compact noble-gas core, and its energy depends on ℓ\ell too, because low-ℓ\ell orbitals penetrate that core. Inside it the electron sees the full, poorly screened nuclear charge; outside, only +e+e. A penetrating orbital binds more tightly, a shift summarized as Enℓ=−hcRH/(n−δℓ)2E_{n\ell} = -hcR_H/(n-\delta_\ell)^2, replacing nn by n−δℓn-\delta_\ell. The defect δℓ\delta_\ell is large for penetrating ss and pp orbitals and nearly zero for dd and ff orbitals that stay outside. This idea, rooted entirely in the radial distribution, reproduces sodium's ionization energy and D-line wavelength (Worked Example 3) and organizes every alkali's optical spectrum.

How does everything scale for hydrogenic ions like He⁺ or Li²⁺?

The hydrogenic solutions depend on ZZ only through the combination Zr/a0Zr/a_0, so a single substitution rescales the entire catalogue: replace a0→a0/Za_0 \to a_0/Z everywhere. Consequently every radius contracts as 1/Z1/Z (the He+^+ 1s1s peaks at a0/2a_0/2, Li2+^{2+} at a0/3a_0/3), while every energy grows as Z2Z^2 (He+^+ binds at −54.4-54.4 eV, Li2+^{2+} at −122.5-122.5 eV). The shapes of the distributions — node positions in units of a0/Za_0/Z, the peak-to-mean ratio, the penetration pattern — are identical to hydrogen's; only the scale changes. This is why one solved atom serves an entire isoelectronic sequence.

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Where this leads