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The photonic spin Hall effect (SHE),featured by a spin-dependent transverse shift of left-and right-handed circularly polarized light,holds great potential for applications in optical sensors,precise metrology and nanophotonic devices.In this paper,we present the significant enhancement of photonic SHE in the terahertz range by considering the InSb-supported long-range surface plasmon resonance (LRSPR) effect.The influences of the InSb/ENZ layer thickness and temperature on the photonic SHE were investigated.With the optimal structural parameters and temperature,the maximal spin shift of the horizontal polarization light can reach up to 2.68 mm.Moreover,the spin shift is very sensitive to the refractive index change of gas,and thus a terahertz gas sensing device with a superior intensity sensitivity of 2.5 × 105 μm/RIU is proposed.These findings provide an effective method to enhance the photonic SHE in the terahertz range and therefore offer the opportunity for developing the terahertz optical sensors based on photonic SHE.