The space $L^2([a,b];L^2(S^2))$ is a Banach space with respect to the norm $$\left\Vert f \right\Vert_1^2 = \int_{a}^b \left\Vert f(r) \right\Vert_{L^2(S^2)}^2 dr$$
The space $L^2([a,b]\times S^2)$ is a Banach space with respect to the norm
$$\left\Vert f \right\Vert_2^2 = \int_{a}^b \int_{S^2} |f|^2r^2 drd\sigma_{S^2}$$ where $d\sigma_{S^2}$ is the volume form on the unit sphere.
For each function $f \in L^2([a,b];L^2(S^2))$, we can interpret it as a function on $[a,b]\times S^2$ by in the obvious way: $f(r,x) = f(r)(x)$ for $r\in [a,b]$ and $x\in S^2$. This defines a map $\Phi$ from $L^2([a,b];L^2(S^2))$ to $L^2([a,b]\times S^2)$
Are these two spaces the same? Or does one live properly in the other? In other words, is $\Phi$ an isomorphism, or an embedding?
Suppose we pick a function $f$ in $L^2([a,b];H^1(S^2))$. We know that $f(a)$, $f(b)$ are not well-defined elements in $H^1(S^2)$. Is there a version of the trace theorem stating that $f(a)$,$f(b)$ are well-defined elements in $H^{1/2}(S^2)$?
Please send me any references on this. I didn't find papers or books that study these spaces.