The Rosseland mean opacity is the transport opacity appropriate to an optically thick region close to local thermodynamic equilibrium. If is monochromatic transport opacity and the Planck function, then
It is a weighted harmonic mean: low-opacity frequency windows carry much of the diffusive flux. One must combine the monochromatic processes before averaging, rather than adding their separately averaged opacities.
In hot fully ionized material, electron-scattering opacity supplies an almost density- and temperature-independent contribution at fixed composition. In the nonrelativistic Thomson scattering limit, . Free-free opacity, the absorption counterpart of thermal bremsstrahlung, comes from photon absorption during encounters between free electrons and ions. Its approximate mean obeys Kramers' opacity law, , with composition and quantum correction factors.
When ions retain bound electrons, bound-free absorption is photoionization; edges, occupations and ionization fractions strongly affect its frequency dependence. Bound-bound absorption produces absorption lines. Numerous metal lines can close low-opacity windows and produce important opacity features in partially ionized layers. Line populations depend on excitation as well as ionization, while Doppler broadening, pressure broadening and overlapping lines change the transport windows. Stimulated inverse processes must be included consistently with detailed balance and the local thermal radiation field.
In cooler hydrogen-rich atmospheres, negative hydrogen ion opacity from both bound-free and free-free processes is often important. Its strong temperature dependence helps determine convective surface relations. In still cooler layers, molecular bands, and at sufficiently low temperatures dust absorption/scattering, may be important. These processes cannot be represented by one Kramers power law over the whole density-temperature plane.
An opacity calculation therefore needs the chemical abundances, the equation of state, electron density and bound-state populations. Saha ionization equation and thermal excitation populations give useful dilute LTE estimates; high-density pressure ionization, nonideal effects and altered level populations require corrections. Composition matters even when one writes only : hydrogen, helium and the metal abundance pattern are additional fixed inputs.
In dense degenerate cores, thermal conduction by electrons can dominate energy transport. An equivalent conductive opacity may be introduced so that , because the two diffusive fluxes add; conduction is not itself a photon absorption process. Very hot regimes also require departures from the simple nonrelativistic scattering approximation. Near the optically thin photosphere, a Rosseland diffusion description alone is inadequate, and frequency-dependent radiative transfer with appropriate boundary conditions is required. These regime changes are why realistic stellar opacity tables, rather than one global power law, enter stellar structure.
The most direct stellar mass determination uses orbital dynamics in a binary star. A resolved orbit and an independent distance give the relative semimajor axis from its angular size; measuring the period then gives the total mass by Kepler's third law:
Individual barycentric orbital sizes, or the ratio of the two radial-velocity amplitudes, give . A photocenter orbit alone needs the luminosity ratio to infer the barycentric orbit.
For a double-lined spectroscopic orbit, the line-of-sight amplitudes determine . Combining them gives
An eclipsing binary light curve constrains the inclination and relative radii, turning these projected quantities into individual masses. Eclipse and orbit modeling must allow for eccentricity, surface brightness, limb darkening and possible tidal distortion.
If only one spectrum is measured, the binary mass function is
Without an inclination and an estimate of the visible star's mass it does not fix the unseen mass uniquely, but it provides useful constraints and lower limits.
Less direct estimates combine a spectroscopic surface gravity with a radius inferred from distance, bolometric flux and effective temperature: and . These depend on atmosphere modeling. Locating a star on an evolutionary track or using a calibrated main-sequence mass-luminosity relation also estimates mass, but assumes composition and evolutionary state; giants and mass-transfer products need not obey a single main-sequence relation. Dynamical binary masses provide the empirical calibration against which such model-dependent methods are tested.
Nuclear burning explains both the large available energy and its release under stellar-core conditions. Converting hydrogen into helium releases approximately of the fuel rest-mass energy. The net proton–proton chain reaction can be written , with about MeV available per helium nucleus, including the neutrino energy loss. The CNO cycle achieves the same net hydrogen-to-helium conversion with catalysts. Measured nuclear reaction rates and stellar-core temperatures give rates capable of supplying the observed luminosity.
The energy budget distinguishes stellar nuclear fusion from alternatives. Kelvin-Helmholtz contraction has a characteristic Kelvin-Helmholtz cooling time , only tens of millions of years for a solar-type star. Geological ages and stellar-population ages are much longer. Chemical binding energy per unit mass is smaller still. Nuclear fuel in a substantial fraction of the core gives a stellar nuclear timescale of billions of years, explaining long-lived main-sequence stars.
Main sequence luminosities, the correlation of lifetime with mass, and cluster turnoffs are reproduced by models in which central hydrogen is consumed and helium accumulates. Spectroscopic abundances and the appearance of helium-, carbon- and heavier-element-rich evolved material agree with sequential nuclear processing and stellar dredge-up. These observations support the reaction network and evolutionary consequences, rather than independently measuring every reaction in every star.
Solar neutrinos provide direct information from the burning core because they escape without the long radiative diffusion delay of photons. Their measured energies and fluxes test weak reactions in the hydrogen-burning network. The historical deficit of electron neutrinos did not require abandoning nuclear power; flavor conversion changes the measured electron component. Later flavor-sensitive measurements confirmed the total flux expected from solar nuclear burning, as described in the SNO collaboration's first-results report. Thus the evidence combines an adequate energy source, quantitatively successful stellar models and a direct nuclear by-product. Cooling remnants and brief gravitationally powered evolutionary phases are exceptions to the statement that a star's instantaneous luminosity is nuclear.
An Asymptotic giant branch star has an approximately degenerate carbon-oxygen core, a helium-burning shell, a hydrogen-burning shell farther out, and a deep convective envelope. During an interpulse interval, the hydrogen-burning shell supplies most of the luminosity and deposits helium ash beneath it. The helium layer gradually grows and its temperature rises until Triple-alpha process heating becomes large.
The helium layer is geometrically thin. A thermal perturbation greatly increases its nuclear rate, but at first expansion of the layer does not provide sufficient cooling to offset the heating. This Härm–Schwarzschild instability causes a thermal pulse of an asymptotic-giant-branch star: a helium-shell flash with an enormous but brief increase in internal helium luminosity. It is a shell instability, not repeated ignition of the entire stellar core.
The flash creates an intershell convection zone, expands the layers above it and cools or extinguishes hydrogen burning temporarily. Much of the flash energy goes into expansion and internal rearrangement, so the huge peak shell luminosity need not immediately appear as a comparable surface luminosity. After the layer expands and cools, the helium flash subsides; hydrogen burning later resumes and replenishes the helium layer, repeating the cycle.
After a pulse, the convective envelope may penetrate into the intershell: third dredge-up transports newly formed carbon and slow neutron-capture process products to the surface. This helps explain carbon stars and heavy-element enrichment. Strong winds remove the envelope over successive pulses. When the envelope is too small to sustain the giant configuration, the star leaves the AGB and exposes a hot core that becomes a white dwarf. Pulse behavior, dredge-up efficiency and the number of cycles depend on core/envelope mass, composition and mass loss.
The endpoint is set chiefly by the final core mass and composition, with envelope loss and binary interaction modifying the relation to initial mass. A star that never sustains hydrogen fusion is a brown dwarf, which cools; it is not a post-main-sequence remnant of a hydrogen-burning star. Very low-mass hydrogen-burning stars have such long lifetimes that their predicted eventual helium-white-dwarf endpoints need not yet be represented by isolated evolved examples.
Low- and intermediate-mass stars generally lose their giant envelopes and leave white dwarfs supported by electron degeneracy pressure. Most have carbon-oxygen cores; more massive degenerate cores may be oxygen-neon, while a helium white dwarf commonly results from binary stripping before helium ignition. The exposed hot core can ionize the expelled gas as a planetary nebula. The remnant subsequently cools without sustained central fusion. The Chandrasekhar limit constrains a cold nonrotating electron-supported core; it is not a universal initial-star mass cutoff.
More massive stars can proceed through advanced burning to an iron-group core. Further fusion of such nuclei does not provide energy, while electron captures and photodisintegration reduce pressure support and drain energy. Collapse can produce a core-collapse supernova and a neutron star, or a black hole if a sufficiently massive core collapses directly or gains substantial fallback. The remnant outcome depends on final core structure and the success of ejecting the mantle, rather than only on the original mass. Some oxygen-neon cores instead undergo an electron-capture supernova.
Binary evolution introduces additional branches: an accreting white dwarf may undergo classical novae, a thermonuclear Type Ia supernova leaving no ordinary white-dwarf remnant, or collapse in an appropriate core-composition regime. Extremely massive pair-unstable cores can be disrupted entirely by a pair-instability supernova. These possibilities are distinct from simple isolated-star cooling or ordinary core collapse. The broad white-dwarf/neutron-star/black-hole distinction follows the remnant support mechanism and surviving core mass; NASA's stellar overview and stellar-type account describe the corresponding observational classes.

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