Calculating trends in nutrient data

Technical Report
Detecting trends in a water quality data series is not as simple as drawing a 'line of best fit' and measuring the slope.
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There are likely to be multiple factors contributing to variation in water quality over time - many of which can hide or exaggerate trend components in the data. The most likely sources of variation include: flow variation, seasonal variation, trend and random components. Changes in water quality brought about by human activity will usually be superimposed on natural sources of variation.