Riemannian connection on a surface
In mathematics, the Riemannian connection on a surface or Riemannian 2-manifold refers to several intrinsic geometric structures discovered by Tullio Levi-Civita, Élie Cartan and Hermann Weyl in the early part of the twentieth century: parallel transport, covariant derivative and connection form. These concepts were put in their current form with principal bundles only in the 1950s. The classical nineteenth century approach to the differential geometry of surfaces, due in large part to Carl Friedrich Gauss, has been reworked in this modern framework, which provides the natural setting for the classical theory of the  moving frame as well as the Riemannian geometry of higher-dimensional Riemannian manifolds. This account is intended as an introduction to the theory of connections. Historical overview. After the classical work of Gauss on the differential geometry of surfaces and the subsequent emergence of the concept of Riemannian manifold initiated by Bernhard Riemann in the mid-nineteenth century, the geometric notion of connection developed by Tullio Levi-Civita, Élie Cartan and Hermann Weyl in the early twentieth century represented a major advance in differential geometry. The introduction of parallel transport, covariant derivatives and connection forms gave a more conceptual and  uniform way of understanding curvature, allowing generalisations to higher-dimensional manifolds; this is now the standard approach in graduate-level textbooks. It also provided an important tool for defining new topological invariants called characteristic classes via the Chern–Weil homomorphism. Although Gauss was the first to study the differential geometry of surfaces in Euclidean space E, it was not until Riemann's Habilitationsschrift of 1854 that the notion of a Riemannian space was introduced. Christoffel introduced his eponymous symbols in 1869. Tensor calculus was developed by Ricci, who published a systematic treatment with Levi-Civita in 1901. Covariant differentiation of  tensors was given a geometric interpretation by who introduced the notion of parallel transport on surfaces. His discovery prompted Weyl and Cartan to introduce various notions of connection, including in particular that of affine connection. Cartan's approach was rephrased in the modern language of principal bundles by Ehresmann, after which the subject rapidly took its current form following contributions by Chern, Ambrose and Singer, Kobayashi, Nomizu, Lichnerowicz and others. Connections on a surface can be defined in a variety of ways. The Riemannian connection or Levi-Civita connection is perhaps most easily understood in terms of lifting vector fields , considered as first order differential operators acting on functions on the manifold, to differential operators on sections of the frame bundle. In the case of an embedded surface, this lift is very simply described in terms of orthogonal projection. Indeed, the vector bundles associated with the frame bundle are all sub-bundles of trivial bundles that extend to the ambient Euclidean space; a first order differential operator can always be applied to a section of a trivial bundle, in particular to a section of the original sub-bundle, although the resulting section might no longer be a section of the  sub-bundle. This can be corrected by projecting orthogonally. The Riemannian connection can also be characterized abstractly, independently of an embedding. The equations of geodesics are easy to write in terms of the Riemannian connection, which can be locally expressed in terms of the Christoffel symbols. Along a curve in the surface, the connection defines a first order differential equation in the frame bundle. The monodromy of this equation defines parallel transport for the connection, a notion introduced in this context by Levi-Civita. This gives an equivalent, more geometric way of describing the connection as lifting paths in the  manifold to paths in the frame bundle. This formalises the classical theory of the "moving frame", favoured by French authors. Lifts of loops about a point give rise to the holonomy group at that point. The Gaussian curvature at a point can be recovered from parallel transport around increasingly small loops at the point. Equivalently curvature can be calculated directly infinitesimally in terms of Lie brackets of lifted vector fields. The approach of Cartan, using connection 1-forms on the frame bundle of "M", gives a third way to understand the Riemannian connection, which is particularly easy to describe for  an embedded surface. Thanks to a result of , later generalized by , the Riemannian connection on a surface embedded in Euclidean space "E" is just the pullback under the Gauss map of the Riemannian connection on "S". Using the identification of "S" with the homogeneous space SO(3)/SO(2), the connection 1-form is just a component of the Maurer–Cartan 1-form on SO(3). In other words, everything reduces to understanding the 2-sphere properly. Covariant derivative. For a surface "M" embedded in E (or more generally a higher-dimensional Euclidean space), there are several equivalent definitions of a vector field "X  on M": The last condition means that the assignment "f" "Xf" on "C"("M") satisfies the Leibniz rule The space of all vector fields formula_2("M") forms a module over "C"("M"), closed under the Lie bracket with a "C"("M")-valued inner product ("X","Y"), which encodes the Riemannian metric on "M". Since formula_2("M") is a submodule of "C"("M", E)="C"("M")formula_5 E, the operator "X"formula_5 "I" is defined on formula_2("M"), taking values in "C"("M", E). Let "P" be the smooth map from "M" into "M"(R) such that "P"("p") is the orthogonal projection of E onto the tangent space at "p". Thus for the unit normal vector  n at "p", uniquely defined up to a sign, and v in E, the projection is given by ("p")(v) = v - (v · n) n. Pointwise multiplication by "P" gives a "C"("M")-module map of "C"("M", E) onto formula_2("M") . The assignment defines an operator formula_9 on formula_2("M") called the covariant derivative, satisfying the following properties The first three properties state that formula_15 is an affine connection compatible with the metric, sometimes also called a "hermitian" or metric connection. The last symmetry property says that the torsion tensor vanishes identically, so that the affine connection is torsion-free. Although the Riemannian connection was  defined using an embedding in Euclidean space, this uniqueness property means that it is in fact an "intrinsic invariant" of the surface. Its existence can be proved directly for a general surface by noting that the four properties imply the Koszul formula so that formula_18 depends only on the metric and is unique. On the other hand, if this is used as a definition of formula_18, it is readily checked that the four properties above are satisfied. For an isometric embedding of in E, the tangent vectors formula_20 and formula_21 yield a formula_22 matrix formula_23 It is a positive-definite  matrix. Its inverse is also positive-definite symmetric, with matrix formula_24. The inverse also has a unique positive-definite square root, with matrix formula_25. It is routine to check that formula_26 form an orthonormal basis of the tangent space. In this case, the projection onto the tangent space is given by formula_27 so that Thus formula_29, where Since formula_31, this gives another way to derive the Christoffel symbols: Formulas for covariant derivative can be also be derived from local coordinates ("x","y") without the use of isometric embeddings. Taking formula_33 and 'formula_34 as vector fields, the connection formula_15 can be expressed  purely in terms of the metric using the Christoffel symbols: To derive the formula, the Koszul formula can be applied with , and set to formula_37's; in that case all the Lie brackets commute. Curvature operator. The Riemann curvature tensor can be defined by covariant derivatives using the curvature operator: Since the assignment formula_39 is C("M")-linear in each variable, it follows that "R"("x","Y") is an endomorphism at "p". For "X" and "Y" linearly independent tangent vectors at , is independent of the choice of basis and is called the Gaussian curvature at . The Riemann curvature tensor is given by To check  independence of it suffices to note that it does not change under elementary transformations sending (,) to (,), (,) and ( + ,). That in turn relies on the fact that the operator is "skew-adjoint". Skew-adjointness entails that = 0 for all , which follows because Parallel transport. Given a curve in the Euclidean plane and a vector at the starting point, the vector can be transported along the curve by requiring the moving vector to remain parallel to the original one and of the same length, i.e. it should remain constant along the curve. If the curve is closed, the vector will be  unchanged when the starting point is reached again. This is well known not to be possible on a general surface, the sphere being the most familiar case. In fact it is not usually possible to identify simultaneously or "parallelize" all the tangent planes of such a surface: the only parallelizable closed surfaces are those homeomorphic to a torus. Parallel transport can always be defined along curves on a surface using only the metric on the surface. Thus tangent planes along a curve can be identified using the intrinsic geometry, even when the surface itself is not parallelizable. The Euler equations  for a geodesic "c"("f") can be written more compactly as Parallel transport along geodesics, the "straight lines" of the surface, is easy to define. A vector in the tangent plane is transported along a geodesic as the unique vector field with constant length and making a constant angle with the velocity vector of the geodesic. For a general curve, its geodesic curvature measures how far the curve departs from being a geodesics; it is defined as the rate at which the curve's velocity vector rotates in the surface. In turn the geodesic curvature determines how vectors in the tangent  planes along the curve should rotate during parallel transport. A vector field "v"("t") along a unit speed curve "c"("t"), with geodesic curvature "k"("t"), is said to be parallel along the curve if This yields the previous rule for parallel transport along a geodesic, because in that case "k" = 0, so the angle θ("t") should remain constant. The existence of parallel transport follows from standard existence theorems for ordinary differential equations. The above differential equation can be rewritten in terms of the covariant derivative as This equation shows once more that parallel transport depends only on the metric structure so  is an intrinsic invariant of the surface. Parallel transport can be extended immediately to piecewise C curves. When "M" is a surface embedded in E, this last condition can be written in terms of the projection-valued function "P" as or in other words: Arnold has suggested that since parallel transport on a geodesic segment is easy to describe, parallel transport on an arbitrary C curve could be constructed as a limit of parallel transport on an approximating family of piecewise geodesic curves. This equation shows once more that parallel transport depends only on the metric structure so is an  intrinsic invariant of the surface; it is another way of writing the ordinary differential equation involving the geodesic curvature of "c". Parallel transport can be extended immediately to piecewise C curves. The covariant derivative can in turn be recovered from parallel transport. In fact formula_18 can be calculated at a point "p", by taking a curve "c" through "p" with tangent "X", using parallel transport to view the restriction of "Y" to "c" as a function in the tangent space at "p" and then taking the derivative. Orthonormal frame bundle. Let "M" be a surface embedded in E. The orientation  on the surface means that an "outward pointing" normal unit vector n is defined at each point of the surface and hence a determinant can be defined on tangent vectors v and w at that point: using the usual scalar triple product on E (itself a determinant). An ordered basis or frame v, w in the tangent space is said to be "oriented" if det(v, w) is positive. Since the group of rotations in the plane SO(2) acts simply transitively on oriented orthonormal frames in the plane, it follows that it also acts on the frame or circle bundles of  M. The definitions of the tangent bundle, the unit tangent bundle and the (oriented orthonormal) frame bundle "F" can be extended to arbitrary surfaces in the usual way. There is a similar identification between the latter two which again become principal SO(2)-bundles. In other words: There is also a corresponding notion of parallel transport in the setting of frame bundles: This statement means that any frame on a curve can be parallelly transported along the curve. This is precisely the idea of "moving frames". Since any unit tangent vector can be completed uniquely to an oriented frame, parallel transport of  tangent vectors implies (and is equivalent to) parallel transport of frames. The lift of a geodesic in "M" turns out to be a geodesic in "F" for the Sasaki metric (see below). Moreover, the Gauss map of "M" into "S" induces a natural map between the associated frame bundles which is equivariant for the actions of SO(2). Cartan's idea of introducing the frame bundle as a central object was the natural culmination of the theory of moving frames, developed in France by Darboux and Goursat. It also echoed parallel developments in Albert Einstein's theory of relativity. Objects appearing  in the formulas of Gauss, such as the Christoffel symbols, can be given a natural geometric interpretation in this framework. Unlike the more intuitive normal bundle, easily visualised as a tubular neighbourhood of an embedded surface in E, the frame bundle is an intrinsic invariant that can be defined independently of an embedding. When there is an embedding, it can also be visualised as a subbundle of the Euclidean frame bundle E x SO(3), itself a submanifold of E x M(R). Principal connection. The theory of connections according to Élie Cartan, and later Charles Ehresmann, revolves around: All "natural" vector  bundles associated with the manifold "M", such as the tangent bundle, the cotangent bundle or the exterior bundles, can be constructed from the frame bundle using the representation theory of the structure group "K" = SO(2), a compact matrix group. Cartan's definition of a connection can be understood as a way of lifting vector fields on "M" to vector fields on the frame bundle "F" invariant under the action of the structure group "K". Since parallel transport has been defined as a way of lifting piecewise C paths from "M" to "F", this automatically induces infinitesimally a way to  lift vector fields or tangent vectors from "M" to "F". At a point take a path with given tangent vector and then map it to the tangent vector of the lifted path. (For vector fields the curves can be taken to be the integral curves of a local flow.) In this way any vector field "X" on "M" can be lifted to a vector field "X"* on "F" satisfying Here "K" acts as a periodic flow on "F", so the canonical generator "A" of its Lie algebra acts as the corresponding vector field, called the vertical vector field "A"*. It  follows from the above conditions that, in the tangent space of an arbitrary point in "F", the lifts "X"* span a two-dimensional subspace of horizontal vectors, forming a complementary subspace to the vertical vectors. The canonical Riemannian metric on "F" of Shigeo Sasaki is defined by making the horizontal and vertical subspaces orthogonal, giving each subspace its natural inner product. Horizontal vector fields admit the following characterisation: This "universal lift" then immediately induces lifts to vector bundles associated with "F" and hence allows the covariant derivative, and its generalisation to forms, to be recovered. If σ is a representation  of "K" on a finite-dimensional vector space "V", then the associated vector bundle "F" x "V" over "M" has a C("M")-module of sections that can be identified with the space of all smooth functions ξ : "F" → "V" which are "K"-equivariant in the sense that for all "x" ∈ "F" and "g" ∈ "K". The identity representation of SO(2) on R corresponds to the tangent bundle of "M". The covariant derivative formula_9 is defined on an invariant section ξ by the formula The connection on the frame bundle can also be described using "K"-invariant differential 1-forms on "F . The orthonormal frame bundle F" is a 3-manifold. One of the key facts about "F" is that it is (absolutely or completely) parallelizable, i.e. for "n" = dim "F", there are "n" vector fields on "F" which form a basis at each point. As a result its Lie algebra is easy to understand; and the dual 1-forms on "F" have a particularly simple structure described by the Cartan structural equations discussed below. In general it is known from that any orientable compact 3-manifold is parallelizable, although the proof is not elementary. For frame bundles, however, it is  a straightforward consequence of the formalism of transition matrices between local trivializing charts. The space of "p"-forms on "F" is denoted Λ("F"). It admits a natural action of the structure group "K". Given a connection on the principal bundle "F" corresponding to a lift "X" "X"* of vector fields on "M", there is a unique connection form ω in the space of "K"-invariant 1-forms on "F", such that for all vector fields "X" on "M" and for the vector field "A"* on "F" corresponding to the canonical generator "A" of formula_54. Conversely the lift "X"* is uniquely characterised by  the following properties: Cartan structural equations. On the orthonormal frame bundle "F" of a surface "M" there are three canonical 1-forms: If π: "F" formula_55 "M" is the natural projection, the 1-forms θ and θ are defined by where "Y" is a vector field on "F" and "e", "e" are the tangent vectors to "M" of the orthonormal frame. These 1-forms satisfy the following structural equations, due in this formulation to Cartan: where and are smooth functions on the frame bundle "F" and "K" is a smooth function on "M". In the case of a Riemannian 2 -manifold, the fundamental theorem of Riemannian geometry can be rephrased in terms of Cartan's canonical 1-forms: Theorem. On an oriented Riemannian 2-manifold "M", there is a unique connection ω on the frame bundle satisfying In this case ω is called the "Riemannian connection" and "K" the "Gaussian curvature". The proof is elementary: if ω' is a second connection 1-form then for functions ; and their difference can be written for functions . But then Hence if and only if = -. This proves both existence and uniqueness. Holonomy and curvature. Parallel transport in the frame bundle can be used  to show that the Gaussian curvature of a surface "M" measures the amount of rotation obtained by translating vectors around small curves in "M". Holonomy is exactly the phenomenon that occurs when a tangent vector (or orthonormal frame) is parallelly transported around a closed curve. The vector reached when the loop is closed will be a rotation of the original vector, i.e. it will correspond to an element of the rotation group SO(2), in other words an angle modulo 2π. This is the "holonomy of the loop", because the angle does not depend on the choice of starting vector. This  geometric interpretation of curvature relies on a similar geometric of the Lie bracket of two vector fields on "F". Let "U" and "U" be vector fields on "F" with corresponding local flows α and β. In general the end point E will differ from the starting point A. As "s" formula_69 0, the end point E will trace out a curve through A. The Lie bracket ["U","U"] at "x" is precisely the tangent vector to this curve at A. To apply this theory, introduce vector fields "U", "U" and "V" on the frame bundle "F" which are dual to the  1-forms θ, θ and ω at each point. Thus Moreover, "V" is invariant under "K" and "U", "U" transform according to the identity representation of "K". The structural equations of Cartan imply the following Lie bracket relations: The geometrical interpretation of the Lie bracket can be applied to the last of these equations. Since ω("U")=0, the flows α and β in "F" are lifts by parallel transport of their projections in "M". Informally the idea is as follows. The starting point A and end point E essentially differ by an element of SO(2), that is an angle of rotation . The area enclosed by the projected path in "M" is approximately formula_71. So in the limit as "s" formula_69 0, the angle of rotation divided by this area tends to the coefficient of "V", i.e. the curvature. This reasoning is made precise in the following result. In symbols, the holonomy angle mod 2π is given by where the integral is with respect to the area form on "M". This result implies the relation between Gaussian curvature because as the triangle shrinks in size to a point, the ratio of this angle to the area tends to the Gaussian curvature at  the point. The result can be proved by a combination of Stokes's theorem and Cartan's structural equations and can in turn be used to obtain a generalisation of Gauss's theorem on geodesics triangles to more general triangles. One of the other standard approaches to curvature, through the covariant derivative formula_9, identifies the difference as a field of endomorphisms of the tangent bundle, the Riemann curvature tensor. Since formula_9 is induced by the lifted vector field "X"* on "F", the use of the vector fields "U" and "V" and their Lie brackets is more or less equivalent to  this approach. The vertical vector field "W"="A"* corresponding to the canonical generator "A" of formula_54 could also be added since it commutes with "V" and satisfies ["W","U"] = "U" and ["W","U"] = —"U". Example: the 2-sphere. The differential geometry of the 2-sphere can be approached from three different points of view: "S" can be identified with the unit sphere in E Its tangent bundle "T", unit tangent bundle "U" and oriented orthonormal frame bundle "E" are given by The map sending ("a","v") to ("a", "v", "a" x "v") allows "U" and "E" to be identified. Let be the  orthogonal projection onto the normal vector at "a", so that is the orthogonal projection onto the tangent space at "a". The group "G" = SO(3) acts by rotation on "E" leaving "S" invariant. The stabilizer subgroup "K" of the vector (1,0,0) in "E" may be identified with SO(2) and hence This action extends to an action on "T", "U" and "E" by making "G" act on each component. "G" acts transitively on "S" and simply transitively on "U" and "E". The action of SO(3) on "E" commutes with the action of SO(2) on "E" that rotates frames Thus "E" becomes  a principal bundle with structure group "K". Taking the "G"-orbit of the point ((1,0,0),(0,1,0),(0,0,1)), the space "E" may be identified with "G". Under this identification the actions of "G" and "K" on "E" become left and right translation. In other words: The Lie algebra formula_84 of SO(3) consists of all skew-symmetric real 3 x 3 matrices. the adjoint action of "G" by conjugation on formula_84 reproduces the action of "G" on E. The group SU(2) has a 3-dimensional Lie algebra consisting of complex skew-hermitian traceless 2 x 2 matrices, which is isomorphic to formula_84. The adjoint action  of SU(2) factors through its centre, the matrices ± "I". Under these identifications, SU(2) is exhibited as a double cover of SO(3), so that SO(3) = SU(2) / ± "I". On the other hand, SU(2) is diffeomorphic to the 3-sphere and under this identification the standard Riemannian metric on the 3-sphere becomes the essentially unique biinvariant Riemannian metric on SU(2). Under the quotient by ± "I", SO(3) can be identified with the real projective space of dimension 3 and itself has an essentially unique biinvariant Riemannian metric. The geometric exponential map for this metric at "I" coincides with the  usual exponential function on matrices and thus the geodesics through "I" have the form exp "Xt" where "X" is a skew-symmetric matrix. In this case the Sasaki metric agrees with this biinvariant metric on SO(3). The actions of "G" on itself, and hence on "C"("G") by left and right translation induce infinitesimal actions of formula_84 on "C"("G") by vector fields The right and left invariant vector fields are related by the formula The vector fields λ("X") and ρ("X") commute with right and left translation and give all right and left invariant vector fields on "G". Since "C"("S") = "C"("G"/"K ) can be identified with C"("G"), the function invariant under right translation by "K", the operators λ("X") also induces vector fields Π("X") on "S". Let "A", "B", "C" be the standard basis of formula_84 given by Their Lie brackets ["X","Y"] = "XY" – "YX" are given by The vector fields λ("A"), λ("B"), λ("C") form a basis of the tangent space at each point of "G". Similarly the left invariant vector fields ρ("A"), ρ("B"), ρ("C") form a basis of the tangent space at each point of "G". Let α, β, γ be the corresponding dual basis of left invariant 1-forms on "G . The Lie bracket relations imply the Maurer–Cartan equations These are also the corresponding components of the Maurer–Cartan form a left invariant matrix-valued 1-form on G", which satisfies the relation The inner product on formula_84 defined by is invariant under the adjoint action. Let π be the orthogonal projection onto the subspace generated by "A", i.e. onto formula_54, the Lie algebra of "K". For "X" in formula_84, the lift of the vector field Π("X") from C("G"/"K") to C("G") is given by the formula This lift is "G"-equivariant on vector fields of the form Π("X") and has a  unique extension to more general vector fields on "G" / "K". The left invariant 1-form α is the connection form ω on "G" corresponding to this lift. The other two 1-forms in the Cartan structural equations are given by θ = β and θ = γ. The structural equations themselves are just the Maurer–Cartan equations. In other words; Since α is the connection form, The existence of the basis vector fields λ("A"), λ("B"), λ("C") shows that SO(3) is parallelizable. This is not true for SO(3)/SO(2) by the hairy ball theorem: "S" does not admit any nowhere vanishing vector  fields. Parallel transport in the frame bundle amounts to lifting a path from SO(3)/SO(2) to SO(3). It can be accomplished by directly solving a matrix-valued ordinary differential equation ("transport equation") of the form "g" = "A" · "g" where "A"("t") is skew-symmetric and "g" takes values in SO(3). In fact it is equivalent and more convenient to lift a path from SO(3)/O(2) to SO(3). Note that O(2) is the normaliser of SO(2) in SO(3) and the quotient group O(2)/SO(2), the so-called Weyl group, is a group of order 2 which acts on SO(3)/SO(2) = "S" as the antipodal  map. The quotient SO(3)/O(2) is the real projective plane. It can be identified with space of rank one or rank two projections "Q" in M(R). Taking "Q" to be a rank 2 projection and setting "F" = 2"Q" − "I", a model of the surface SO(3)/O(2) is given by matrices "F" satisfying "F" = "I", "F" = "F" and Tr "F" = 1. Taking "F"= diag (–1,1,1) as base point, every "F" can be written in the form "g" "F" "g". If "Q"("t") is the corresponding path of rank 2 projections, the conditions for parallel transport are Set "A" =  ½"F" "F". Since "F" = "I" and "F" is symmetric, "A" is skew-symmetric and satisfies "QAQ" = 0. The unique solution "g"("t") of the ordinary differential equation with initial condition "g"(0) = "I" guaranteed by the Picard–Lindelöf theorem, must have "g""g" constant and therefore "I", since Moreover, since "g""Fg" has derivative 0: Hence "Q" = "g" "Q" "g". The condition "QAQ=0" implies "Q" "g" "g" "Q" = 0 and hence that "Q" "g" "g" "Q" =0. There is another kinematic way of understanding parallel transport and geodesic curvature in terms of "rolling without slipping or twisting". Although  well known to differential geometers since the early part of the twentieth century, it has also been applied to problems in engineering and robotics. Consider the 2-sphere as a rigid body in three-dimensional space rolling without slipping or twisting on a horizontal plane. The point of contact will describe a curve in the plane and on the surface. At each point of contact the different tangent planes of the sphere can be identified with the horizontal plane itself and hence with one another. This is particularly easy to visualize for a sphere: it is exactly the way a  marble can be rolled along a perfectly flat table top. The roles of the plane and the sphere can be reversed to provide an alternative but equivalent point of view. The sphere is regarded as fixed and the plane has to roll without slipping or twisting along the given curve on the sphere. Embedded surfaces. When a surface "M" is embedded in E, the Gauss map from "M" formula_69 "S" extends to a SO(2)-equivariant map between the orthonormal frame bundles "E " formula_55 SO(3). Indeed, the triad consisting of the tangent frame and the normal vector gives an element of SO(3 ). In 1956 Kobayashi proved that: This means that the forms ω, θ and θ on "E" are obtained by pulling back those on SO(3); and that lifting paths from "M" to "E" can be accomplished by mapping the path to the 2-sphere, lifting the path to SO(3) and then pulling back the lift to "E". Thus for embedded surfaces, the 2-sphere with the principal connection on its frame bundle provides a "universal model", the prototype for the universal bundles discussed in . In more concrete terms this allows parallel transport to be described explicitly using the transport equation. Parallel  transport along a curve "c"("t"), with "t" taking values in [0,1], starting from a tangent from a tangent vector "v" also amounts to finding a map "v"("t") from [0,1] to R such that This always has a unique solution, called the parallel transport of "v" along "c". The existence of parallel transport can be deduced using the analytic method described for SO(3)/SO(2), which from a path into the rank two projections "Q"("t") starting at "Q" produced a path "g"("t") in SO(3) starting at "I" such that "g"("t") is the unique solution of the transport equation with "g"(0) = "I" and  F = 2"Q" − I. Applying this with "Q"("t") = "P"("c"("t")), it follows that, given a tangent vector "v" in the tangent space to "M" at "c"(0), the vector "v"("t")="g"("t")"v" lies in the tangent space to "M" at "c"("t") and satisfies the equation It therefore is exactly the parallel transport of "v" along the curve "c". In this case the length of the vector "v"("t") is constant. More generally if another initial tangent vector "u" is taken instead of "v", the inner product ("v"("t"),"u"("t")) is constant. The tangent spaces along the curve "c"("t") are thus canonically identified as inner product  spaces by parallel transport so that parallel transport gives an isometry between the tangent planes. The condition on the velocity vector formula_107 may be rewritten in terms of the covariant derivative as the defining equation for parallel transport. The kinematic way of understanding parallel transport for the sphere applies equally well to any closed surface in E regarded as a rigid body in three-dimensional space rolling without slipping or twisting on a horizontal plane. The point of contact will describe a curve in the plane and on the surface. As for the sphere, the usual curvature of the planar  curve equals the geodesic curvature of the curve traced on the surface. This geometric way of viewing parallel transport can also be directly expressed in the language of geometry. The envelope of the tangent planes to "M" along a curve "c" is a surface with vanishing Gaussian curvature, which by Minding's theorem, must be locally isometric to the Euclidean plane. This identification allows parallel transport to be defined, because in the Euclidean plane all tangent planes are identified with the space itself. There is another simple way of constructing the connection form ω using the embedding of "M" in  E. The tangent vectors "e" and "e" of a frame on "M" define smooth functions from "E" with values in R, so each gives a 3-vector of functions and in particular "de" is a 3-vector of 1-forms on "E". The connection form is given by taking the usual scalar product on 3-vectors. Gauss–Codazzi equations. When "M" is embedded in E, two other 1-forms ψ and χ can be defined on the frame bundle "E" using the shape operator. Indeed, the Gauss map induces a "K"-equivariant map of "E" into SO(3), the frame bundle of  S = SO(3)/SO(2). The form ω is the pullback of one of the three right invariant Maurer–Cartan forms on SO(3). The 1-forms ψ and χ are defined to be the pullbacks of the other two. These 1-forms satisfy the following structure equations: The Gauss–Codazzi equations for χ, ψ and ω follow immediately from the Maurer–Cartan equations for the three right invariant 1-forms on SO(3). Reading guide. One of the most comprehensive introductory surveys of the subject, charting the historical development from before Gauss to modern times, is by . Graduate-level treatments of the Riemannian  connection can be found in , and . Accessible introductions to Cartan's approach to connections using moving frames can be found in and . Classic treatments of principal bundles and connections can be found in , , and Chapter XX of .