I am observing the field emission property of an oxide sample. The sample has both nanoparticles and nanorods of same material. The samples having maximum nanorods and minimum NPs showing best current density when high field is applied but the sample having large number of NPs and least number of nanorods shows lowest current density at high field region and highest current density at low field region. Why this discrepancy? can anyone help me?