We investigate impacts of massive neutrino on the cosmic velocity fields, employing high-resolution cosmological N-body simulations provided by the information-optimized CUBE code, where cosmic neutrinos are evolved using collisionless hydrodynamics and their perturbations can be accurately resolved. In this study we focus, for the first time, on the analysis of massive-neutrino induced suppression effects in various cosmic velocity field components of velocity magnitude, divergence, vorticity and dispersion. By varying the neutrino mass sum 𝑀 𝜈 from 0 -0.4 eV, the simulations show that, the power spectra of vorticity and dispersion -exclusively sourced by non-linear structure formation that are affected by massive neutrinos significantly -are very sensitive to the mass sum, which potentially provide novel signatures in detecting massive neutrinos. Furthermore, using the chi-square statistic, we quantitatively test the sensitivity of the density and velocity power spectra to the neutrino mass sum. Indeed, we find that, the vorticity spectrum has the highest sensitivity, and the null hypothesis of massless neutrinos for both vorticity and dispersion spectra from 𝑀 𝜈 = 0.1 eV can be rejected at high significance. These results demonstrate clearly the importance of peculiar velocity field measurements, in particular of vorticity and dispersion components, in determination of neutrino mass and mass hierarchy.