For a complete connected -dimensional Riemannian manifold with nonnegative Ricci curvature, the displayed ratio is nonincreasing, tends to one at zero, and is at most one. In particular . In geodesic polar coordinates, the radial Jacobi field determinant is at most the Euclidean density until the cut time. The trace of the radial Riccati equation for distance spheres, with Cauchy-Schwarz inequality, proves this comparison. Equality for every radius forces the Euclidean polar metric and absence of a cut locus.
For a complete connected -dimensional Riemannian manifold with , , put and
Here is the area of the unit -sphere, and is the Riemannian volume of a radius- ball in the round curvature- sphere. The Bishop-Gromov inequality asserts that is nonincreasing for , tends to one at zero, and is at most one. In geodesic polar coordinates, the radial volume density before the cut time is at most . The bound uses trace Ricci curvature; with normalized Ricci curvature it reads .
Under the hypotheses of Bishop volume comparison with a positive-curvature model, the Bonnet-Myers theorem gives diameter at most . If total Riemannian volume equals , every comparison ball ratio is one. In a small normal ball the pointwise radial density bound therefore becomes equality. Writing , the traced radial Riccati equation for distance spheres and Cauchy-Schwarz inequality force the radial operator to equal . The angular metric is consequently , so the metric is locally round. The classification of complete positive constant-curvature manifolds gives a quotient , whose volume is . Equality forces trivial.
Assume the trace Ricci curvature satisfies , with . If points have Riemannian distance , the balls and are disjoint. Bishop volume comparison with a positive-curvature model bounds their volumes below by and . Since , both inequalities must be equalities. Taking gives , and spherical rigidity of maximal total volume yields the round sphere.
The Bishop-Gromov inequality forces every volume ratio to equal one if the asymptotic ratio is one. Equality in the radial Jacobian comparison forces the radial operator of each distance sphere to be (it is the negative of the outward shape operator in the convention ), by the traced radial Riccati equation for distance spheres and equality in Cauchy-Schwarz inequality. Any finite cut time would remove a positive cone of radial volume at a later radius, contradicting equality. Thus the Riemannian exponential map is global and one-to-one, and the polar metric is , the Euclidean metric.

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The Bishop–Gromov inequality is a fundamental result in Riemannian geometry that provides a comparison between the volume of geodesic balls in a Riemannian manifold and the volume of balls in a model space of constant curvature, specifically spherical or Euclidean spaces. The inequality is particularly useful in the context of manifolds with bounded sectional curvature.