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Fused catchment-to-tap operational water corpus: minutes-interval multi-parameter station telemetry (pH, turbidity, conductivity, dissolved oxygen, nitrate) from sondes, flow and level loggers plus ingested SCADA tags, joined to rainfall, laboratory results and satellite imagery in a single data layer, and turned into forecast records — turbidity and contamination forecasts at intakes and river reaches, demand and reservoir drawdown forecasts, and burst/leak likelihood by zone. The ownable asset is the aligned multi-source training set plus the advisory record: forecast issued, recommendation given (for example adjust coagulant dosing at a named works), and whether the operator acted
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