I can't find any reference to $U(1)_{B-L}$ in the book mentioned. The $L$ here refers to lepton number, and it's suspicious that this should arise in a book on QCD.
This aside, what symmetries does the QCD Lagrangian have? In the case that we have $N$ flavours of massless quark, we are free to rotate the left-handed quarks amongst themselves (in flavour space) and the right-handed quarks amongst themselves independently. This leads to the global symmetry:
$$ U(N) \times U(N) $$
At the level of the algebra, this symmetry can also be written
$$ SU(N)_L \times SU(N)_R \times U(1)_L \times U(1)_R$$
where the subscripts indicate whether the symmetry acts on the left- or right-handed quarks. Instead of independently rotating left or right, sometimes it can be useful to consider rephasing left and right by the same amount, or rephasing them by opposite amounts. These are referred to as vector and axial symmetries, respectively. One can show that any rephasing of just left, or just right, can be achieved by a combination of axial and vector rephasings. So
$$ U(1)_L \times U(1)_R = U(1)_V \times U(1)_A$$
Now for the punchline. In the quantum theory, the axial symmetry $U(1)_A$ is anomalous. This means that it is not a symmetry quantum mechanically, despite being a symmetry classically. So the symmetry group of massless QCD as a quantum theory is:
$$ SU(N)_L \times SU(N)_R \times U(1)_V$$
One can check that a simultaneous rephasing of all quark flavours and chiralities by the same amount is precisely the symmetry corresponding to baryon number. So we can also write $U(1)_V = U(1)_B$. This is almost the end of the story, but we haven't yet explained why $U(1)_{B-L}$ should appear. It turns out that when we embed QCD into the standard model, and couple the quarks to the weak and hypercharge gauge bosons as well as the gluon, $U(1)_B$ is also anomalous. The same is true of $U(1)_L$, the symmetry that corresponds to rephasing all leptons simultaneously by the same amount. The only $U(1)$ global symmetry that survives in the quantum theory of the standard model is $B - L$, the symmetry corresponding to rotating all quarks by the same amount, and all leptons by the opposite amount.