if we consider the temperature effect on the transport properties? it is necessary to take the inelastic current into account although the short channel about 1nm?
That depends a lot on the type of device and geometry. In the case of e.g. molecular or graphene-like junctions, the effects of electron-phonon coupling can be quite large, even if the actual "channel" is rather short. See e.g. PHYSICAL REVIEW B 93, 245415 (2016).
The best thing is to try to do the actual calculation.
Best,
Daniele