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Insights

1

System Stability

A lower score means more stable. Rolling standard deviation (σ) of all probe values over a 6-hour window, normalised to each optimal range. Spikes indicate rapid or large deviations from normal conditions.

Rate of Change

Normalised rate of change per probe (% of optimal range per hour). Values near zero mean the parameter is steady.

DO Diurnal Pattern

Day/night DO cycle — each line is one day, bold is the 7-day average. Shows photosynthesis-driven oxygen production during daylight hours.

DO & ORP Over Time

Dual-axis overlay with outdoor temperature. Correlated DO/ORP drops indicate oxygen-driven redox shifts. The grey dashed line shows outdoor temperature for correlation.

pH ↔ DO Relationship

Nitrification link — DO drops often precede pH drops. When bacteria consume oxygen for nitrification, they produce acid which lowers pH.