To support operational forecasting, weather models must be updated every few hours with current data on the atmospheric state, which they then propagate forward based on physics. Forecast quality depends on both the quality and coverage of the input data and the fidelity of the physical models. Despite vast sums spent on spaceborne sensors — typically hundreds of millions of dollars each — their data may have little impact on a given forecast.