Bias estimates for satellite retrieval and data products. The horizontal bars indicate the individual time series length. The error bars show the standard deviation of the sonde comparison, and the square symbols indicate the approximate date of the comparison. Published evaluations are in general single averages over a short period of time. Biases are fairly modest, but standard deviations are large. DOI: https://doi.org/10.1525/elementa.376.f23