Abstract
In the recent articles Paternain et al. (J. Differ Geom, 98:147–181, 2014, Invent Math 193:229–247, 2013), a number of tensor tomography results were proved on two-dimensional manifolds. The purpose of this paper is to extend some of these methods to manifolds of any dimension. A central concept is the surjectivity of the adjoint of the geodesic ray transform, or equivalently the existence of certain distributions that are invariant under the geodesic flow. We prove that on any Anosov manifold, one can find invariant distributions with controlled first Fourier coefficients. The proof is based on subelliptic type estimates and a Pestov identity. We present an alternative construction valid on manifolds with nonpositive curvature, based on the fact that a natural Beurling transform on such manifolds turns out to be essentially a contraction. Finally, we obtain uniqueness results in tensor tomography both on simple and Anosov manifolds that improve earlier results by assuming a condition on the terminator value for a modified Jacobi equation.
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Acknowledgments
M.S. was supported in part by the Academy of Finland and an ERC Starting Grant (grant agreement no 307023), and G.U. was partly supported by NSF and a Simons Fellowship. The authors would like to express their gratitude to the Banff International Research Station (BIRS) for providing an excellent research environment via the Research in Pairs program and the workshop Geometry and Inverse Problems, where part of this work was carried out. We are also grateful to Hanming Zhou for several corrections to earlier drafts, and to Joonas Ilmavirta for helping with a numerical calculation. Finally we thank the referee for numerous suggestions that improved the presentation.
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Appendices
Appendix A: Proofs of the commutator identities
In this appendix we give the proofs of the commutator identities in Sect. 2. This is done via local coordinate computations, and we also give coordinate expressions for the relevant operators which have been defined invariantly in Sect. 2. The arguments are not new and they arise in the calculus of semibasic tensor fields as in [47]. The main points here are that the basic setting is the unit sphere bundle \(SM\) instead of \(TM\), and that all computations can be done on the level of vector fields instead of (higher order) semibasic tensor fields.
Vector fields on \(SM\). If \(x\) is a system of local coordinates in \(M\), let \((x,y)\) be associated coordinates in \(TM\) where tangent vectors are written as \(y^j \partial _{x_j}\). One has corresponding coordinates \((x,y,X,Y)\) in \(T(TM)\) where vectors of \(T(TM)\) are written as \(X^j \partial _{x_j} + Y^j \partial _{y_j}\). It is convenient to introduce the vector fields
where \(\Gamma _{jk}^l\) are the Christoffel symbols of \((M,g)\). The Sasaki metric on \(TM\) is expressed in local coordinates as
The horizontal and vertical subbundles are spanned by \(\{ \delta _{x_j} \}_{j=1}^n\) and \(\{ \partial _{y_k} \}_{k=1}^n\), respectively. It will be very convenient to identify horizontal and vertical vector fields on \(TM\) with vector fields on \(M\) via the maps \(X^j \delta _{x_j} \mapsto X^j \partial _{x_j}\) and \(Y^k \partial _{y_k} \mapsto Y^k \partial _{x_k}\) (see for example [36] for more details), and we will use this identification freely below. We will also raise and lower indices with respect to the metric \(g_{jk}\).
The hypersurface \(SM\) in \(TM\) is given by \(SM = f^{-1}(1)\) where \(f: TM \rightarrow {\mathbb R}\) is the function \(f(x,y) = g_{jk}(x) y^j y^k\). A computation gives
Then \(T(SM)\) is the subset of \(T(TM)\) given by
To be precise, we identify vector fields \(V\) on \(SM\) with the corresponding fields \(i_* V\) on \(TM\), where \(i: SM \rightarrow TM\) is the natural inclusion. Equip \(SM\) with the restriction of the Sasaki metric from \(TM\). The identity \(d_{SM} i^* U = i^* d_{TM} U\) for functions \(U\) on \(TM\) implies that the gradient on \(SM\) is given by
where \(\tilde{u} \in C^{\infty }(TM)\) is any function with \(\tilde{u}|_{SM} = u\) and where the vector field \(V\) on \(SM\) is expressed as above in the form \(V = X^j \delta _{x_j} + Y^k \partial _{y_k}\).
We define vector fields on \(SM\) that act on \(u \in C^{\infty }(SM)\) by
where \(p: TM {\setminus } \{0\} \rightarrow SM\) is the projection \(p(x,y) = (x,y/|y |_{g(x)})\). We see that the decomposition \(\nabla _{SM} u = (Xu)X + \overset{\mathtt{h}}{\nabla }u + \overset{\mathtt{v}}{\nabla }u\) has the following form in local coordinates:
Commutator formulas. Direct computations in local coordinates give the following formulas for vector fields on \(TM\):
We wish to consider corresponding formulas for the vector fields \(\delta _j\) and \(\partial _j\) on \(SM\). If \(u \in C^{\infty }(SM)\), write \(\tilde{u}(x,y) = (u \circ p)(x,y) = u(x,y/|y |_g)\). Homogeneity implies that
Since also \(\delta _{x_j}(|y |_g) = 0\) and \(\partial _{y_j}(|y |_g) = y_j/|y |_g\), we obtain
We also note that
Using the identity \(\partial _{x_j} g^{ab} + g^{am} \Gamma _{jm}^b + g^{bm} \Gamma _{jm}^a = 0\) we also obtain
We can now compute \([X, \overset{\mathtt{v}}{\nabla }]\). Note that
and (by the formula (11.2) below)
Thus
Moving on to \([X, \overset{\mathtt{h}}{\nabla }]\), we observe that
and (again by (11.2))
In the second term we have \(-(Xu)(Xv^l) - \Gamma _{jk}^l v^j (Xu) v^k = 0\), and when taking the commutator the terms containing \(X^2 u\) cancel. It follows that
The part in brackets is zero, which yields \([X, \overset{\mathtt{h}}{\nabla }] u = R_{abc}^{l} (\partial ^a u) v^b v^c \partial _{x_l} = R \overset{\mathtt{v}}{\nabla }u\).
Adjoints. To prove the last basic commutator formula, it is useful to have local coordinate expressions for the adjoints of \(X, \overset{\mathtt{h}}{\nabla }, \overset{\mathtt{v}}{\nabla }\) on the space \(\mathcal Z\). The first step is to compute the adjoints of the local vector fields \(\delta _j\) and \(\partial _j\): if \(u, w \in C^{\infty }(SM)\) and \(w\) vanishes when \(x\) is outside a coordinate patch (and additionally \(w\) vanishes on \(\partial (SM)\) if \(M\) has a boundary), we claim that in the \(L^2(SM)\) inner product
Here \(\Gamma _j = \Gamma _{jk}^k\).
Assuming these identities, one can check that the adjoint of \(X\) on \(C^{\infty }(SM)\) is \(-X\). Moreover, if \(Z \in \mathcal Z\) is written as \(Z(x,v) = Z^j(x,v) \partial _{x_j}\), the vector field \(XZ\) is the covariant derivative (with respect to the Levi-Civita connection in \((M,g)\))
Then the adjoint of \(X\) on \(\mathcal Z\) is also \(-X\). The adjoints of \(\overset{\mathtt{h}}{\nabla }\) and \(\overset{\mathtt{v}}{\nabla }\) are given in local coordinates by \(-\overset{\mathtt{h}}{\text{ div }}\) and \(-\overset{\mathtt{v}}{\text{ div }}\), where
Given these expressions, we get the final commutator formula:
It remains to check (11.1). To do this it is enough to prove that
(The proof of (11.1) also uses the identity \(|g |^{-1/2} \partial _{x_j} (|g |^{1/2}) = \Gamma _j\).) To show the first formula, let \(u \in C^{\infty }(SM)\) vanish when \(x\) is outside a coordinate patch, and define
Write \(\tilde{u}(x,y) = u(x,y/|y |_g)\), and choose \(\varphi \in C^{\infty }_c((0,\infty ))\) so that \(\int _0^{\infty } \varphi (r) r^{n-1} \,dr = 1\). Write \(g(x)\) for the matrix of \(g\) in the \(x\) coordinates. We write \(\omega \) for points in \(S^{n-1}\), and note that \(\omega \mapsto g(x)^{-1/2} \omega \) is an isometry from \(S^{n-1}\) (with the metric induced by the Euclidean metric \(e\) in \({\mathbb R}^n\)) onto \(S_x M\) (with the metric induced by Sasaki metric on \(T_x M\), having volume form \(dT_x = |g(x) |^{1/2} \,dx\)). Therefore
Since \(|g |^{-1/2} \partial _{x_j} (|g |^{1/2}) = \Gamma _j = \partial _{y_l}(\Gamma _{jk}^l y^k)\), we have
Now \(\delta _{x_j}(|y |_g) = 0\), and it follows by undoing the changes of variables above that
as required. The second formula follows from a similar computation as above: now we define
and compute
Write \(h(y) = |y |_g \varphi (|y |_g)\). Then
The expression in brackets is \(v_j \int _0^{\infty } (\varphi (r) + r \varphi '(r))r^{n-1} \,dr = -(n-1) v_j\), and the result follows.
Appendix B: The two-dimensional case
In this section we reconsider the arguments in this paper in the special case of two-dimensional manifolds. This discussion allows to connect the present treatment with earlier work in two dimensions, in particular [38, 41].
Vector fields. Let \((M,g)\) be a compact oriented Riemann surface with no boundary (the boundary case is analogous, if we additionally assume that test functions vanish on \(\partial (SM)\) if appropriate). We have \(n = \dim (M) = 2\). For any vector \(v \in S_x M\), there is a unique vector \(iv \in S_x M\) such that \(\{ v, iv \}\) is a positive orthonormal basis of \(T_x M\). Let \(X\) be the geodesic vector field on \(SM\) as before. We can define vector fields \(V\) and \(X_{\perp }\) on \(SM\), acting on \(u \in C^{\infty }(SM)\) by
Note that since \(\langle \overset{\mathtt{v}}{\nabla }u, v \rangle = \langle \overset{\mathtt{h}}{\nabla }u, v \rangle = 0\), we have
Note also that any \(Z \in \mathcal Z\) is of the form \(Z(x,v) = z(x,v) iv\) for some \(z \in C^{\infty }(SM)\). If \(\gamma (t)\) is a unit speed geodesic we have
Thus \(iv\) is parallel along geodesics, and for \(Z = z(x,v) iv\) we have \(XZ = (Xz) iv\).
The Guillemin-Kazhdan operators [21] are defined as the vector fields
All these vector fields have simple expressions in isothermal coordinates. Since \((M,g)\) is two-dimensional, near any point there are positively oriented isothermal coordinates \((x_{1},x_{2})\) so that the metric can be written as \(ds^2=e^{2\lambda }(dx_{1}^2+dx_{2}^2)\) where \(\lambda \) is a smooth real-valued function of \(x=(x_{1},x_{2})\). This gives coordinates \((x_{1},x_{2},\theta )\) on \(SM\) where \(\theta \) is the angle between a unit vector \(v\) and \(\partial /\partial x_{1}\). In these coordinates we have
where \(\partial /\partial z = \frac{1}{2}(\partial _{x_1} - i \partial _{x_2})\) and \(\partial /\partial \bar{z} = \frac{1}{2}(\partial _{x_1} + i \partial _{x_2})\).
Commutator formulas. The above discussion shows that the commutator formula \([X, \overset{\mathtt{v}}{\nabla }] = -\overset{\mathtt{h}}{\nabla }\) reduces to
Since \((R \overset{\mathtt{v}}{\nabla }u)(x,v) = K(x)(Vu) iv\) where \(K\) is the Gaussian curvature, the commutator formula \([X, \overset{\mathtt{h}}{\nabla }] = R\overset{\mathtt{v}}{\nabla }\) becomes
For the last commutator formula we need to compute \(\overset{\mathtt{h}}{\text{ div }}\) and \(\overset{\mathtt{v}}{\text{ div }}\). First observe that a local coordinate computation gives for \(w \in C^{\infty }(SM)\) that
Thus the adjoint of \(V\) is \(-V\), and the first commutator formula implies that the adjoint of \(X_{\perp }\) is \(-X_{\perp }\). Consequently
The commutator formula \(\overset{\mathtt{h}}{\text{ div }}\,\overset{\mathtt{v}}{\nabla }-\overset{\mathtt{v}}{\text{ div }}\,\overset{\mathtt{h}}{\nabla }=(n-1)X\) thus reduces to
Spherical harmonics expansions. It is easy to express the operators \(X_{\pm }\) in terms of \(\eta _{\pm }\). The vertical Laplacian on \(SM\) is given by
The operator \(-iV\) on \(L^2(SM)\) has eigenvalues \(k \in {\mathbb Z}\) with corresponding eigenspaces \(E_k\). We write
Locally in the \((x,\theta )\) coordinates, elements of \(E_k\) are of the form \(\tilde{w}(x) e^{ik\theta }\). Writing \(\Lambda _k = C^{\infty }(SM) \cap E_k\), the spherical harmonics of degree \(m\) are given by
If \(m \ge 1\), the action of \(X_{\pm }\) on \(\Omega _m\) is given by
and for \(m=0\) we have \(X_+|_{\Omega _0} = \eta _+ + \eta _-\), \(X_-|_{\Omega _0} =0\). In the two-dimensional case it will be convenient to work with the \(\Lambda _k\) spaces (the corresponding results in terms of the \(\Omega _m\) spaces will follow easily).
Beurling transform and invariant distributions. Recall that \(w \in \mathcal {D}'(SM)\) is called invariant if \(Xw = 0\). If the geodesic flow is ergodic, these are genuinely distributions since any \(w \in L^1(SM)\) that satisfies \(Xw = 0\) must be constant. For Riemann surfaces, one can look at distributions with one-sided Fourier series; let us consider the case where \(w_k = 0\) for \(k < k_0\), for some integer \(k_0 \ge 0\). For such a distribution, the equation \(Xw = 0\) reduces to countably many equations for the Fourier coefficients (by parity it is enough to look at \(w_{k_0+2j}\) for \(j \ge 0\)):
On a Riemann surface with genus \(\ge 2\), the operator \(\eta _+: \Lambda _{k-1} \rightarrow \Lambda _k\) is injective and its adjoint \(\eta _-: \Lambda _k \rightarrow \Lambda _{k-1}\) is surjective for \(k \ge 2\) by conformal invariance (there is a constant negative curvature metric in the conformal class, and these have no conformal Killing tensors). Also for \(k \ge 2\) we have the \(L^2\)-orthogonal splitting
If \(k \ge 0\), we define the Beurling transform
where \(f_{k+2}\) is the unique function in \(\Lambda _{k+2}\) orthogonal to \(\mathrm {Ker}(\eta _-|_{\Lambda _{k+2}})\) (equivalently, the \(L^2\)-minimal solution) satisfying \(\eta _- f_{k+2} = -\eta _+ f_k\). Note that in \({\mathbb R}^2\), one thinks of \(\eta _-\) as \(\overline{\partial }\) and of \(\eta _+\) as \(\partial \), so \(B_+\) is formally the operator \(-\overline{\partial }^{-1} \partial \) which is the usual Beurling transform up to minus sign. Note also that \(B_+\) is the first ladder operator from [22].
If \(k \ge 0\) one has the analogous operator
where \(f_{-k-2}\) is the \(L^2\)-minimal solution of \(\eta _+ f_{-k-2} = -\eta _- f_{-k}\). The relation to the Beurling transform in Sect. 5 is
On a closed surface of genus \(\ge 2\), one can always formally solve the countably many equations for \(w_k\). If we take the minimal energy solution for each equation, we arrive at the formal invariant distributions. We restrict our attention to \(B_+\) (the case of \(B_-\) is analogous).
Definition 11.10
Let \((M,g)\) be a closed oriented surface with genus \(\ge 2\), let \(k_0 \ge 0\), and let \(f \in \Lambda _{k_0}\) satisfy \(\eta _- f = 0\). The formal invariant distribution starting at \(f\) is the formal sum
As before, it is not clear if the sum converges in any reasonable sense. However, if the surface has nonpositive curvature it does converge nicely. This follows from the fact that the Beurling transform \(B_+\) is a contraction on such surfaces, and to prove this we use the Guillemin-Kazhdan energy identity [21]:
Lemma 11.11
Let \((M,g)\) be a closed Riemann surface. Then
Proof
In [21] one has the commutator formula
This implies that, for \(u \in C^{\infty }(SM)\),
\(\square \)
Lemma 11.12
Let \((M,g)\) be a closed surface, and assume that \(K \le 0\). Then for any \(k \ge 0\) we have
and
If \(k_0 \ge 0\) and if \(f \in \Lambda _{k_0}\) satisfies \(\eta _- f = 0\), then the formal invariant distribution \(w\) starting at \(f\) is an element of \(L^2_x H^{-1/2-\varepsilon }_{\theta }\) for any \(\varepsilon > 0\). Moreover, the Fourier coefficients of \(w\) satisfy
Proof
Lemma 11.11 implies that for \(u \in \Lambda _k\) with \(k \ge 0\),
Using that \(K \le 0\) and \(k \ge 0\) we get \(||\eta _- u || \le ||\eta _+ u ||\). The rest of the claims follow as in Sect. 5. \(\square \)
The next lemma considers \(B\) instead of \(B_+\) and shows that the constants in the first inequality are sharp for flat Riemann surfaces.
Lemma 11.13
Let \((M,g)\) be a closed surface, and assume that \(K \le 0\). Then
If \(K=0\) the constants are sharp. If additionally the genus is \(\ge 2\) (so there are no conformal Killing tensors), then
Proof
If \(u \in \Omega _m\) with \(m \ge 2\), then \(u = f_m + f_{-m}\) with \(f_j \in \Lambda _j\). Lemma 11.11 yields
Using that \(K \le 0\), this gives \(||X_- u ||^2 \le ||X_+ u ||^2\) and equality holds for all \(u \in \Omega _m\) if \(K = 0\).
If instead \(u \in \Omega _1\) we have \(u = f_1 + f_{-1}\) with \(f_j \in \Lambda _j\), and Lemma 11.11 again gives
Since \(K \le 0\) we get \(||X_- u ||^2 \le 2 ||X_+ u ||^2\). If \(K=0\) we have equality if and only if \(\eta _- f_1 = \eta _+ f_{-1}\). Identifying \(\Omega _1\) with \(1\)-forms on \(M\), this means that the \(1\)-form \(f_1 - f_{-1}\) is divergence free and thus \(f_1 - f_{-1} = *d a_0 + h\) for some \(a_0 \in C^{\infty }(M)\) and some harmonic \(1\)-form \(h\). Consequently, if \(K=0\) then equality holds exactly when \(u = d a_0 + h\) for some \(a_0 \in C^{\infty }(M)\) and some harmonic \(1\)-form \(h\). (Note that \(h = h_1 + h_{-1}\) is a harmonic \(1\)-form if and only if \(\eta _- h_1 = \eta _+ h_{-1} = 0\).)
The inequalities for \(B\) follow as in Sect. 5. \(\square \)
Remark 11.14
We note that the inequality \(||X_{-}u ||\le \sqrt{2}||X_{+}u ||\) for \(u\in \Omega _1\) differs by the factor \(\sqrt{2}\) with inequality (5.2) in [23, p. 173] for \(n=2\) and \(p=1\) which gives \(||X_{-}u ||\le ||X_{+}u ||\). Since our inequality in Lemma 11.13 is shown to be sharp in the flat case this indicates an algebraic mistake in the calculation of the constants in [23].
Pestov and Guillemin-Kazhdan energy identities. We conclude this section by discussing the relation between two basic energy identities. The Pestov identity from Proposition 2.2 takes the following form in two dimensions:
The Guillemin-Kazhdan energy identity in Lemma 11.11 looks as follows:
As discussed in [38], the Pestov identity is essentially the commutator formula \([XV,VX] = -X^2 + VKV\), whereas the Guillemin-Kazhdan identity follows from the commutator formula \([\eta _+, \eta _-] = \frac{i}{2} K V\).
We now show that the Pestov identity applied to \(u \in \Lambda _k\) is just the Guillemin-Kazhdan identity for \(u \in \Lambda _k\). Indeed, we compute
and
The Pestov identity and simple algebra show that
This is the Guillemin-Kazhdan identity if \(k \ne 0\).
In the converse direction, assume that we know the Guillemin-Kazhdan identity for each \(\Lambda _k\),
Multiplying by \(2k\) and summing gives
On the other hand, the Pestov identity for \(u = \sum _{k=-\infty }^{\infty } u_k\) reads
Notice that
and
Thus the Pestov identity is equivalent with
This becomes the summed Guillemin-Kazhdan identity after relabeling indices.
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Paternain, G.P., Salo, M. & Uhlmann, G. Invariant distributions, Beurling transforms and tensor tomography in higher dimensions. Math. Ann. 363, 305–362 (2015). https://doi.org/10.1007/s00208-015-1169-0
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DOI: https://doi.org/10.1007/s00208-015-1169-0