Three observational signatures constrain exoplanet atmospheric dynamics:
Opacity, exoplanet cloud distributions, and pressure-dependent brightness temperature affect the phase-curve interpretation. These measurements constrain circulation through atmospheric models; a single offset or line shift does not uniquely determine a three-dimensional wind field.
The geometric albedo compares the planet's reflected brightness at full phase with that of a perfectly reflecting Lambertian surface in the form of a flat disc of the same projected area, illuminated by the same incident flux. The Bond albedo is the fraction of total incident stellar power reflected in all directions and over all wavelengths. They need not be equal: the planetary phase integral and the incident spectral weighting connect them.
For a blackbody star, the incident flux at orbital distance is
Assume negligible intrinsic luminosity, thermal emissivity one, and efficient day-night heat redistribution giving uniform emission over the whole planet. The absorbed and emitted powers are
Using the Stefan–Boltzmann law gives the planetary equilibrium temperature
For a representative emitting area encoded by a stellar flux redistribution factor , the equivalent expression is
with for global uniform emission and for uniform dayside-only emission. The Bond albedo, rather than the geometric albedo, belongs in the energy budget. Internal heat, wavelength-dependent emissivity and imperfect redistribution require corresponding modifications.
Use the single-layer greenhouse model with a blackbody surface and one isothermal atmospheric layer. The layer is transparent to incoming stellar radiation, absorbs a fraction of the surface's thermal radiation, and has the same thermal emissivity by Kirchhoff's law of thermal radiation. Here , and is the planetary equilibrium temperature defined by the absorbed global stellar flux . Neglect convection, latent heat transport and intrinsic heat.
The layer absorbs and emits upward and downward. For , its energy balance gives
The surface receives the absorbed stellar flux plus downward atmospheric emission, so
Eliminating yields
The outgoing top-of-atmosphere flux is , confirming overall energy conservation. At , and the decoupled layer's temperature is not determined; at , . This warming is the restriction of thermal escape by the absorbing and emitting layer.
A mass-radius curve of solar-composition substellar objects must specify age, irradiation and composition. For a mature, weakly irradiated hydrogen–helium sequence, the qualitative mass-radius relation has three main trends:
The conventional deuterium-burning mass near Jupiter masses marks a commonly used giant-planet/brown dwarf classification scale, not a sharp discontinuity in radius or a universal formation boundary. Young brown dwarfs are larger and cool by contraction; irradiation, a heavy-element core and hot-Jupiter radius inflation shift planets away from a single solar-composition curve.
The drawing is a qualitative mature sequence, not an interpolation of a specified evolutionary model grid. Three relevant observations, using representative historical measurements, are:
Gas-giant radius growth gives way to a nearly Jupiter-sized compressed branch, followed by rising radii in hydrogen-burning stars.
Three major research directions, appropriate to the scientific questions posed in 2018, are:
These are research goals rather than claims that the relevant mechanisms or habitable atmospheres have already been established.

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