1. A method for estimating the error statistic for retrieved temperature and emissivity of a surface material, comprising: determining the second order analytical error propagation for surface temperature and emissivity of a surface material; retrieving surface temperature and emissivity from a sufficiently large ensemble of radiance spectra by Monte Carlo simulation; and determining the error in retrieved surface temperature and emissivity arising from random instrument noise from analytical error propagation and/or Monte Carlo simulation.