© 2026 NeckPinch · www.neckpinch.com · All rights reserved.
Course 9Book 9A: Metrics, Connections and CurvatureChapter 1
Riemannian Metrics and Model Spaces
Spheres, hyperbolic space, warped products and the shape of the Earth.
Read with Lee, Introduction to Riemannian Manifolds (2nd edition), chapter 2 (Riemannian metrics: definitions, methods for constructing metrics, lengths and distances, pseudo-Riemannian metrics) and chapter 3 (model Riemannian manifolds: Euclidean spaces, spheres, hyperbolic spaces, invariant metrics on Lie groups). Petersen's Riemannian Geometry, chapters 1 and 4, is the second voice.
The Ricci flow evolves a Riemannian metric, an inner product on each tangent space, varying smoothly from point to point (8A.2 Partitions of Unity, 8A.7 Tensors and Index Notation). A metric is what turns a smooth manifold into a geometric object: it measures lengths of curves and hence distances between points, angles between directions, areas and volumes. Book 8A ended with Gauss's discovery that the curvature of a surface depends only on its metric. Riemann's 1854 lecture took that as a programme for every dimension, and this book carries it out.
This first chapter is a catalogue. It defines the basic notions (length, distance, volume, isometry) and then builds the examples on which everything later is tested: the three model spaces of constant curvature, Euclidean space, the sphere and hyperbolic space, each in several coordinate pictures; and the warped products , the rotationally symmetric metrics in which the neckpinch, the Bryant soliton and Perelman's standard solution all live.
By the end of this chapter you will be able to:
- define Riemannian metrics, lengths, distance and volume, and recognise isometries;
- write the round sphere and hyperbolic space in several models and describe their isometries;
- write rotationally symmetric metrics as warped products, and state the conditions for smoothness at the axis;
- describe products, scalings, conformal changes, flat tori and Berger spheres;
- compute the areas of geodesic discs in the plane, the sphere and the hyperbolic plane.
The shape of the Earth
The Earth is not a sphere: its rotation makes it bulge at the equator. GPS and most modern mapping use the World Geodetic System 1984 (WGS 84), which models the Earth's surface as an ellipsoid of revolution with equatorial radius m and flattening , so the polar radius is about km shorter. The surface inherits a Riemannian metric from space, and that metric is not the metric of any sphere: its curvature is larger at the equator than at the poles (8A.9 The Curvature of Surfaces).
The difference is measurable. Distances along the surface are lengths of shortest curves, geodesics (9A.3 Geodesics and the Exponential Map), and on the ellipsoid they must be computed by special algorithms, such as Thaddeus Vincenty's (1975) or Charles Karney's (2013), which are accurate to millimetres. A spherical formula with the best choice of radius can be wrong by up to about , some km on a km route. Navigation and surveying software therefore uses the ellipsoid's metric, not the sphere's.
Metrics, lengths and distances
A Riemannian metric on a smooth manifold is a smooth symmetric -tensor field that is positive definite at every point: an inner product on each . In coordinates, with symmetric positive definite (8A.7 Tensors and Index Notation). Every manifold has one (8A.2 Partitions of Unity).
The length of a piecewise smooth curve is
independent of the parametrisation. The Riemannian distance is the infimum of the lengths of curves from to . It is a metric in the sense of 2B.1 Metric Spaces, and it induces the manifold's own topology (Lee, chapter 2). The volume form is (8A.8 Differential Forms and Stokes’ Theorem).
A diffeomorphism is an isometry if , that is, for all tangent vectors. Isometries preserve lengths, distances, angles, volumes and every curvature quantity. Two metrics related by a diffeomorphism, and , are geometrically the same: this is the diffeomorphism invariance of 8A.6 Flows and the Lie Derivative.
Basic constructions.
- Induced metrics. A submanifold of a Riemannian manifold inherits a metric by restriction; the first fundamental form of a surface in is the example (8A.9 The Curvature of Surfaces).
- Products. On , the product metric makes the factors orthogonal.
- Scaling. Replacing by multiplies lengths and distances by and volumes by . The Ricci flow's scaling law, , combines this with a rescaling of time (6A.1 What a PDE Is).
- Conformal change. changes lengths by the factor , the same in all directions, and preserves angles (5A.5 Uniformization and the Two-Dimensional Ricci Flow).
- Quotients. If a group acts on by isometries as a covering space action, descends to (7A.6 Covering Spaces): flat tori , real projective spaces, lens spaces, the Poincaré homology sphere.
The model spaces
Euclidean space with . Its isometries are the rigid motions , .
The sphere of radius , with the metric induced from . Its isometries are . In stereographic coordinates (8A.1 Smooth Structures) the unit sphere's metric is
Hyperbolic space can be presented in three equivalent ways, each useful for different purposes.
- The hyperboloid model. In with the Minkowski form , the upper sheet of the hyperboloid , with the restriction of this form, which is positive definite on its tangent spaces. Its isometries are the Lorentz transformations preserving the sheet, , just as acts on the sphere.
- The Poincaré ball model. The unit ball with
obtained from the hyperboloid by stereographic projection from . For it is the hyperbolic disc of 5A.5 Uniformization and the Two-Dimensional Ricci Flow, whose isometries include the disc automorphisms of 5A.4 Harmonic Functions and Conformal Mapping.
- The upper half-space model. with . For , in complex notation, the orientation-preserving isometries are the Möbius maps with real coefficients and (Exercise 1.1).
All three are conformal to Euclidean space or to Minkowski space restricted to a sheet, and all are isometric to each other. The boundary sphere of the ball is "at infinity": its distance from any interior point is infinite. In 9A.4 Curvature and What It Means the three model spaces are shown to have constant sectional curvature , and .
Geodesic polar coordinates. All three model spaces can be written in a unified way. Around any point, with the distance from it and the round metric on the unit sphere of directions,
for on the sphere and all otherwise (Exercise 1.2). The circumference of the geodesic circle of radius in the plane, the unit sphere and the hyperbolic plane is , and the area of the geodesic disc is
Hyperbolic discs grow exponentially in area: there is far more room far away than in the plane.
A surface with negative curvature has "too much" room at its edges compared with a flat disc of the same radius. Some living tissues grow that way. Lettuce, kale and many flowers have frilly, ruffled edges because the margin grows more than the centre: a flat sheet with extra length at its edge must buckle out of the plane, much as a hyperbolic disc cannot be flattened. Utpal Nath and colleagues showed in the snapdragon that a single gene, CINCINNATA, keeps leaves flat by arresting growth near the margin; leaves of the mutant grow excessively at the edges and become crinkly, with negative curvature (Science, 2003). Eran Sharon, Michael Marder and Harry Swinney showed that applying a growth hormone to the edge of a flat leaf makes it ruffle, and reproduced the same shapes in torn plastic sheets ("Leaves, flowers and garbage bags: making waves", American Scientist, 2004).
The mathematician Daina Taimina made hyperbolic planes tangible in 1997 by crocheting them: adding a stitch at a fixed rate in every row makes the circumference grow exponentially with the radius, as in , and the fabric ruffles exactly as the model predicts. In art, M. C. Escher's Circle Limit woodcuts (1958–60), made after he saw a hyperbolic tiling in a paper of H. S. M. Coxeter, depict the Poincaré disc with remarkable accuracy; Coxeter later showed (1979) that the white arcs of Circle Limit III are not hyperbolic lines but equidistant curves, meeting the boundary at about , exactly as Escher had drawn them (Figure 1.2).
Rotationally symmetric metrics
A metric on or invariant under all rotations about a point (or an axis) can be written as a warped product
where is the distance along the radial geodesics and is the radius of the sphere of symmetry at distance . The model spaces are the cases . For the metric to close up smoothly at an end where , say , the profile must satisfy , and (it must extend to an odd function); otherwise the metric has a cone point there (Exercise 1.3). A metric on needs this at both ends.
These metrics are the stage for the singularity theory of the Ricci flow:
- the round sphere, ;
- the round cylinder , with a positive constant, the model neck;
- a dumbbell, two large round bulbs joined by a thin neck, where dips to a small minimum (Figure 1.3). Angenent and Knopf proved (2004) that suitable rotationally symmetric dumbbell metrics on , , develop a neckpinch under the Ricci flow (11B.4 Singularities);
- the Bryant soliton on , a steady soliton with growing like (11B.1 Ricci Solitons);
- Perelman's standard solution, a capped half-cylinder used in surgery (12B.4 Surgery).
9A.5 Computing Curvature computes their curvature: in the radial planes and in the planes tangent to the spheres. A thin neck, where is small and nearly constant, has large positive curvature around it and almost none along it: it is nearly a cylinder.
More examples
Flat tori. for a lattice , with the Euclidean metric descended. Different lattices give non-isometric flat tori, though all are diffeomorphic (5A.5 Uniformization and the Two-Dimensional Ricci Flow).
Berger spheres. On , the round metric is left-invariant (8A.5 Lie Groups and Group Actions). Rescale it by a factor in the direction of the circles of the Hopf fibration (the orbits of , 10A.1 A Zoo of Three-Manifolds) and leave it unchanged in the orthogonal directions: the result is a Berger sphere, homogeneous but not isotropic. As the Hopf circles shrink to points, the volume tends to , and yet the sectional curvatures stay bounded (they are computed in 9A.5 Computing Curvature). Berger spheres are the first example of collapse with bounded curvature, the phenomenon that Perelman's noncollapsing theorem rules out for the Ricci flow (9B.3 Collapsing and Noncollapsing).
Optical metrics. In a medium with refractive index , light travels at speed , and by Fermat's principle its rays are the paths of least travel time, which are the geodesics of the optical metric . A mirage over a hot road is a geodesic of the optical metric of air whose index increases with height; graded-index optical fibres guide light because their index is highest on the axis, so the geodesics of the optical metric oscillate about the axis instead of leaving the fibre (Figure 1.4).
The model spaces and warped products are the test cases for everything in this book. 9A.2 Connections differentiates vector fields on them, 9A.3 Geodesics and the Exponential Map finds their geodesics, 9A.4 Curvature and What It Means computes their curvature and explains what it means, and 9A.5 Computing Curvature does the computations in general. The Ricci flow starts from an arbitrary metric, but its singularities are modelled on the symmetric examples of this chapter: shrinking spheres, necks, and solitons.
History
Riemann introduced Riemannian metrics in his 1854 habilitation lecture, Über die Hypothesen, welche der Geometrie zu Grunde liegen, published in 1868. Hyperbolic geometry was discovered by Lobachevsky (1829) and Bolyai (1832); Beltrami gave its first models in 1868, Klein in 1871 and Poincaré the disc and half-plane models in 1882. Escher made the Circle Limit prints in 1958–60, and Coxeter's analysis of Circle Limit III appeared in 1979. WGS 84 has been the reference system for GPS since the 1980s, with refinements since.
A Riemannian metric is a smooth field of inner products; it gives lengths of curves, a distance making a metric space, and a volume form, and isometries preserve all of it. Metrics are induced, multiplied, scaled, conformally changed and pushed to quotients. The model spaces are , and (hyperboloid, ball and half-space models); all three are in polar coordinates, with circles of circumference and hyperbolic discs growing exponentially. Rotationally symmetric metrics describe spheres, cylinders, dumbbells and solitons, and close up smoothly when is odd with . 9A.2 Connections introduces the derivative of vector fields that a metric determines.
Exercises
On with , show that (, real) and are isometries. (For a holomorphic map , the metric pulls back to .)
Solution
For : and , so the pullback is . For : and , so the pullback is .
(a) On the unit sphere , write the metric in terms of the colatitude (distance from the north pole) and longitude , and show it is . (b) On the hyperboloid model of , parametrise by and show the induced metric is . (c) Compute the areas of geodesic discs of radius in both.
Solution
(a) , , , . (b) , with Minkowski norm ; , norm ; they are orthogonal. (c) and .
For the metric on , show that the circle of radius has circumference , so for the metric near is a cone with cone angle , not a smooth disc. Explain why is needed for the metric to be smooth at .
Solution
The circle is parametrised by with speed , so its length is . Cut the region along a ray and unroll it: it is a Euclidean sector of radius and angle , whose two edges are glued, a cone of angle . A smooth metric is Euclidean to first order at the centre, where small circles have circumference ; for the circumference is (since ), so is necessary. (The even derivatives must also vanish for smoothness of higher order.)
Show that if is the distance of , the distance of is , and . The round sphere of radius is ; deduce its volume from that of the unit sphere.
Solution
For each curve, , so , and taking the infimum over curves gives . In coordinates, , so . Hence , for instance for .
In a medium with refractive index depending only on height, show that the conserved quantity along rays of the optical metric (from the -translation symmetry) is , where is the angle of the ray to the horizontal: Snell's law for a stratified medium. Explain why, if increases with height (air cooler and denser above a hot road), a shallow ray from above bends upward, producing a mirage.
Solution
Parametrise a ray by Euclidean arc length , so its velocity is . The metric does not depend on , so the momentum is conserved along geodesics parametrised proportionally to -arc length; converting between the two parametrisations divides by the speed , leaving constant. (The conservation of the momentum of a symmetry is Noether's theorem, or Clairaut's relation, 9A.3 Geodesics and the Exponential Map.) A ray descending into lower must increase to keep the product fixed, so it flattens; it reaches at the height where , and then turns upward. An observer receives rays from the sky arriving from below the horizon, and sees the sky's image on the road.
Using , expand the circumference of a small geodesic circle in each model space as , and identify as , , . In 9A.4 Curvature and What It Means this expansion, valid on every surface, is one of the three meanings of curvature: a positively curved surface has circles shorter than Euclidean ones, a negatively curved one longer.
Solution
and , so , , and , .
© 2026 NeckPinch (www.neckpinch.com). All content in the guidebook (text, mathematics, figures and exercises) is protected by copyright. All rights reserved. No part may be copied, republished or redistributed without written permission.