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The Met Office National Climate Information Centre regularly produces assessments of meanmonthly, seasonal and annual values of weather parameters and their anomalies over the UK.However the gridded values, and corresponding areal-average values, are subject to error.Experiments have been done in an attempt to quantify the mean errors in gridded monthly values andmonthly areal averages of temperature and rainfall, and how these errors vary when we artificially thinout the observation network. But there are two additional reasons for this work: firstly we wish todetermine how far back we can realistically extend the historical areal series, and secondly, we want toestimate the size of error bars on the historical values. For the UK as a whole, we estimate that errorbars of around 0.1 °C would arise for monthly-mean temperatures

Determining the accuracy of gridded climate data and how this varies with observing-network density