For a spherical cell with its centre of mass displaced by from its geometric centre, gravity produces torque . Rotational resistance gives angular velocity . Taking its cross product with gives the displayed orientation equation with . Steady orientation therefore requires the two terms on the right to sum to zero; placing the vorticity term alone on the other side changes its sign.
This convention defines the gyrotactic reorientation time by an aligning rate . Multiplying the torque balance by and perturbing about the upward direction gives . For an incompressible flow, its horizontal divergence is , because . The parameter is half the reorientation parameter used in the convention with aligning rate ; writing the governing equation prevents a factor-of-two ambiguity.
Without rotational diffusion, follows , hence . Pushing forward the initial uniform orientation distribution gives , , per unit solid angle. Integrating yields the displayed mean, interpreted continuously as zero at . Its late deficit is . At each finite time the density is smooth and normalized; the infinitely late distribution is a point mass at the upward pole.
In the convention with aligning rate , the tilt angle in still fluid obeys , so decays as . Some conventions instead put in the orientation equation; their parameter has a different factor of two. Specify the dynamical equation when comparing reorientation times.
Close to the upward pole, the two Cartesian tilt components of bottom-heavy spherical-cell orientation dynamics obey the displayed Ornstein-Uhlenbeck process. Thus . The stationary spread is , and late axisymmetric variance perturbations relax on in this weak-noise approximation. The zero-noise mean from deterministic alignment of an initially isotropic orientation distribution has the same exponential scale but a different transient prefactor. Reaching a tiny diffusion-supported mean-deficit floor from an initially isotropic population takes order , with logarithmic corrections. Equality of limiting mean directions does not make the full transients identical, and the alignment time is not automatically the pure rotational-diffusion time .

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