If you've studied the moment map for coadjoint actions, the answer is easy to see but takes a few words to describe. If you are not familiar with this, see the end of this answer for some references.
The Lie algebra $\mathfrak{so}(3) = \{A \in M_{3 \times 3}(\mathbb{R}) : A = -A^T\}$ can be identified with $\mathbb{R}^3$ via the identification $\mathbb{R}^3 \longrightarrow \mathfrak{so}(3),$ $\xi = (\xi_1, \xi_2, \xi_3) \mapsto \begin{pmatrix} 0 & -\xi_3 & \xi_2 \\ \xi_3 & 0 & -\xi_1 \\ -\xi_2 & \xi_1 & 0 \end{pmatrix} = A_\xi.$ Under this identification, we have that $[A_\xi, A_\eta] = A_{\xi \times \eta},$ where $\xi \times \eta$ is the cross product of vectors in $\mathbb{R}^3$. Furthermore, $\mathrm{Tr}(A_\xi^T A_\eta) = 2 \langle \xi, \eta \rangle,$ so the standard inner product on $\mathbb{R}^3$ induces an invariant inner product on $\mathfrak{so}(3)$ that we can use to identify $\mathfrak{so}(3)$ and its dual $\mathfrak{so}(3)^\ast$. Under these identifications, we get that the adjoint action of $\mathrm{SO}(3)$ on $\mathfrak{so}(3)$, $X \cdot A = XAX^{-1},$ corresponds to the usual left action of $\mathrm{SO}(3)$ on $\mathbb{R}^3$, $A \cdot \xi = A\xi.$ Furthermore, the adjoint action is isomorphic to the coadjoint action, so the coadjoint action corresponds to the usual left action of $\mathrm{SO}(3)$ on $\mathbb{R}^3$ as well. Therefore the coadjoint orbits are just $2$-spheres, and the Kirillov-Kostant-Souriau symplectic form $\omega_\Omega(\mathrm{ad}_A^\ast \Omega, \mathrm{ad}_{A'}^\ast \Omega) = \langle \Omega, [A,A'] \rangle$ on the coadjoint orbits corresponds to the usual symplectic form $\omega_x(u,v) = \langle x, u \times v)$ on $S^2$. Now the moment map for the obvious action of $\mathrm{SO}(3)$ on one of its coadjoint orbits is just the inclusion map of the orbit into $\mathfrak{so}(3)$ (this is true for the action of any compact, connected Lie group on one of its coadjoint orbits, see the references below), which in our case corresponds to the inclusion $S^2 \hookrightarrow \mathbb{R}^3.$
Here are some references on moment maps for coadjoint orbits:
- Introduction to Symplectic Topology, Dusa McDuff and Dietmar Salamon, Oxford Science Publications 1998, 2nd Edition. Example 5.24 on page 168 discusses this topic.
- The Topology of Torus Actions on Symplectic Manifolds, Michèle Audin, Progress in Mathematics no. 93, Birkhäuser 1991. See Section 3.3, page 49.
- Lectures on Symplectic Geometry, Ana Cannas da Silva, Lecture Notes in Mathematics no. 1764, Springer 2001. Homework 17 on page 139 guides you through the basic theory.