Suppose $f(x, y)$ is a continuous and Lebesgue integrable function on $[a; b) \times [c; d)$, $b, d \in \mathbb{R} \cup \{+\infty\}$. Riemann integral $\int_a^b(\int_c^d|f(x, y)|dy)dx$ converges.
Is it true that $I(x) = \int_{[c; d]}f(x, y)d\mu(y) = \int_c^df(x,y)dy$ is a continuous function? Or, in other words, is it true that $\int_{[a; b) \times [c; d)}f(x,y)d\mu(x, y) = \int_{[a; b]}(\int_{[c; d]}f(x, y)d\mu(y))d\mu(x) = \int_{[a; b]}(\int_c^df(x,y)dy)d\mu(x) =^? \int_a^b(\int_c^df(x, y)dy)dx?$
Suppose $d=\infty$ and $\nu(dy)$ is Lebesgue measure.
If the intevals of integration are finite and $f\in C([a,b]\times[c,d])$ then continuity of $F(x)=\int^d_cf(x,y)\,\mu(dy)$ is straight forward from dominated convergence.
The indetity $$\int_{[a,b)\times[c,d)}f=\int_{[a,b)}\int_{[c,d)}f$$ where $f$ is Lebesgue integrable has nothing to do with the continuity (or lack thereof) of $f$. This is one of the conclusions of Fubini-Tonelli's theorem, that is, if the measures $\mu$ and $\nu$ on $X$ and $Y$ respectively are $\sigma$-finite, and $$\int_X\Big(\int_Y |f(x,y)|\,\nu(dy)\big)\,\mu(dx<\infty,$$ then $f$ is $\mu\otimes\nu$-integrable and $\int_{X\times Y}f d(\mu\times\nu)=\int_X\Big(\int_Yfd\nu\Big)\,d\mu=\int_Y\Big(\int_Xf\,d\mu\Big)\,d\nu$.