The Kolmogorov scale represents the smallest scale of turbulence in a fluid flow, where viscous forces dominate and kinetic energy is dissipated into heat. It is crucial for understanding the energy cascade process in turbulent flows and is determined by the viscosity and the rate of energy dissipation per unit mass.