This project aims to improve the estimation of fuel moisture content through the assimilation of advanced microwave scanning radiometers derived near surface soil moisture and vegetation water content. Prior to assimilation, the radiometer observations and model estimates will be compared against ground based measurements to develop the quality control and bias correction algorithms and characterise the model and observation errors.