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Density on a manifold

In mathematics, and specifically differential geometry, a density is a spatially varying quantity on a differentiable manifold that can be integrated in an intrinsic manner. Abstractly, a density is a section of a certain line bundle, called the density bundle. An element of the density bundle at x is a function that assigns a volume for the parallelotope spanned by the n given tangent vectors at x.

From the operational point of view, a density is a collection of functions on coordinate charts which become multiplied by the absolute value of the Jacobian determinant in the change of coordinates. Densities can be generalized into s-densities, whose coordinate representations become multiplied by the s-th power of the absolute value of the jacobian determinant. On an oriented manifold, 1-densities can be canonically identified with the n-forms on M. On non-orientable manifolds this identification cannot be made, since the density bundle is the tensor product of the orientation bundle of M and the n-th exterior product bundle of T'M (see pseudotensor).

Motivation (densities in vector spaces)

In general, there does not exist a natural concept of a "volume" for a parallelotope generated by vectors in a n-dimensional vector space V. However, if one wishes to define a function that assigns a volume for any such parallelotope, it should satisfy the following properties:

  • If any of the vectors v<sub>k</sub> is multiplied by , the volume should be multiplied by |λ|.
  • If any linear combination of the vectors v<sub>1</sub>, ..., v<sub>j−1</sub>, v<sub>j+1</sub>, ..., v<sub>n</sub> is added to the vector v<sub>j</sub>, the volume should stay invariant.

These conditions are equivalent to the statement that &mu; is given by a translation-invariant measure on V, and they can be rephrased as

Any such mapping is called a density on the vector space V. Note that if (v<sub>1</sub>, ..., v<sub>n</sub>) is any basis for V, then fixing &mu;(v<sub>1</sub>, ..., v<sub>n</sub>) will fix &mu; entirely; it follows that the set Vol(V) of all densities on V forms a one-dimensional vector space. Any n-form &omega; on V defines a density on V by

Orientations on a vector space

The set Or(V) of all functions that satisfy

if are linearly independent and otherwise

forms a one-dimensional vector space, and an orientation on V is one of the two elements such that for any linearly independent . Any non-zero n-form &omega; on V defines an orientation such that

and vice versa, any and any density define an n-form &omega; on V by

In terms of tensor product spaces,

s-densities on a vector space

The s-densities on V are functions such that

Just like densities, s-densities form a one-dimensional vector space Vol<sup>s</sup>(V), and any n-form &omega; on V defines an s-density |&omega;|<sup>s</sup> on V by

The product of s<sub>1</sub>- and s<sub>2</sub>-densities &mu;<sub>1</sub> and &mu;<sub>2</sub> form an (s<sub>1</sub>+s<sub>2</sub>)-density &mu; by

In terms of tensor product spaces this fact can be stated as

Definition

Formally, the s-density bundle Vol<sup>s</sup>(M) of a differentiable manifold M is obtained by an associated bundle construction, intertwining the one-dimensional group representation

of the general linear group with the frame bundle of M.

The resulting line bundle is known as the bundle of s-densities, and is denoted by

A 1-density is also referred to simply as a density.

More generally, the associated bundle construction also allows densities to be constructed from any vector bundle E on M.

In detail, if (U<sub>α</sub>,φ<sub>α</sub>) is an atlas of coordinate charts on M, then there is associated a local trivialization of

subordinate to the open cover U<sub>α</sub> such that the associated GL(1)-cocycle satisfies

Integration

Densities play a significant role in the theory of integration on manifolds. Indeed, the definition of a density is motivated by how a measure dx changes under a change of coordinates .

Given a 1-density ƒ supported in a coordinate chart U<sub>α</sub>, the integral is defined by

where the latter integral is with respect to the Lebesgue measure on R<sup>n</sup>. The transformation law for 1-densities together with the Jacobian change of variables ensures compatibility on the overlaps of different coordinate charts, and so the integral of a general compactly supported 1-density can be defined by a partition of unity argument. Thus 1-densities are a generalization of the notion of a volume form that does not necessarily require the manifold to be oriented or even orientable. One can more generally develop a general theory of Radon measures as distributional sections of using the Riesz-Markov-Kakutani representation theorem.

The set of 1/p-densities such that is a normed linear space whose completion is called the intrinsic L<sup>p</sup> space of M.

Conventions

In some areas, particularly conformal geometry, a different weighting convention is used: the bundle of s-densities is instead associated with the character

With this convention, for instance, one integrates n-densities (rather than 1-densities). Also in these conventions, a conformal metric is identified with a tensor density of weight 2.

Properties

References

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