The problem, however, is that discontinuous measurements of parameters that vary substantially over time frames less than the sampling interval will require long time series to detect any change, while continuously logging instruments are expensive to purchase and need regular field visits for maintenance. Furthermore, as our understanding of relationships between environmental conditions and biological communities remains poor, it can be difficult to interpret the ecological relevance of detected variability in water quality.