Convection begins when the radiative temperature gradient equals the adiabatic temperature gradient . To convert optical depth into pressure, assume a pressure-law opacity and constant gravity. Hydrostatic balance gives
Hence
The exact radiative-convective boundary is the positive solution of
Deep enough that the exponential term is negligible,
which requires . This exposes why constant opacity is inadequate for a molecular atmosphere: its limiting radiative gradient is , below .
In a grey scaling, measures irradiation and measures intrinsic flux. Thus
For a hot Jupiter with and , irradiation pushes the boundary to hundreds of bars for typical increasing opacity. Jupiter has and both of order and becomes convective near the bar scale. The estimate is order-of-magnitude because real opacities depend on both pressure and temperature.

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