Calculating trends in nutrient data

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.