Model Lab

Interactive model playground for water quality forecasting and anomaly detection. Explore trend analysis, confidence bands, and drought indices with adjustable parameters.

Model Parameters

pH Anomaly Detection

Detected Anomalies (|z| > 2)

DateValueBaselineZ-ScoreSeverity
No anomalies detected

Predictive Analytics

  • • Model endpoints: Prophet, ARIMA, Bayesian inference
  • • Model registry & versioning
  • • Real-time anomaly detection pipeline
  • • Confidence interval calculations (bootstrap, analytical)
  • • Drought index computation (SPI, SPEI, PDSI)
  • • CSV/JSON export with metadata