Rotation invariance of the Lebesgue measure

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Denote the Borel sets in $\mathbb R^d$ as $\mathcal B^d$. Is there a proof for the rotation invariance of the Lebesgue measure that doesn't use already that one has $$ \lambda(A^{-1}(B)) = \vert \operatorname{det} A \vert ^{-1} \lambda (B) \qquad \text{for all } A \in \operatorname{GL}(\mathbb R^d), \ B \in \mathcal B^d?$$ For example one can show easily that $\lambda$ is invariant under translation just using that intervals are invariant under translation and a $\cap$-closed generator of the Borel sets. This the first step in the proof of the above statement.

Hence I am interested to see a proof for the rotation invariance likewise without the above statement.

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You can prove that associated to every linear transformation $T: \mathbb{R}^n \to \mathbb{R}^n$ there exists a number $\alpha(T)$ such that $$\lambda(T(E))=\alpha(T)\cdot \lambda(E)$$ for all $E \in \mathcal{B}^d$. You don't need to prove that $\alpha(T)=\mathrm{det}(T)$, and the proof of the statement above is quite direct from the basic properties of the Lebesgue measure (c.f. Rudin's Real and Complex Analysis).

Now, fix $T$ a rotation. Since the equality holds for every $E$, it holds in particular for the open unit ball $B$. Since $T(B)=B$, we have $$\lambda(B)=\alpha(T)\lambda(B),$$ and hence $$\alpha(T)=1,$$ since $\lambda(B) \neq 0$ (a quick elementary way to see this is by using the fact that it is open).

Therefore, $$\lambda(T(E))=\lambda(E)$$ for every $E \in \mathcal{B}^d$.

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One quick proof of this is using the fact that Lebesgue measure on $\mathbb{R}^n$ is $n$-dimensional Hausdorff measure for the Euclidean metric (up to a scale factor). Since the definition of Hausdorff-measure uses only the metric, any isometry automatically preserves it.

Another way to prove it is using the fact that Lebesgue measure is a Haar measure and Haar measures are unique up to scaling. Since the composition of Lebesgue measure with a rotation is then also a Haar measure, it differs from Lebesgue measure by a constant factor. You can then find the constant factor is $1$ because a rotation fixes the unit ball, which has positive measure.