Proof of Concept • Academic RSM Research
Hydrology Response Surface Research Dashboard
Empirical modeling and response estimation of river discharge ($Y$) based on Rainfall ($X_1$), Soil Moisture ($X_2$), and Catchment Runoff Coefficient ($X_3$) using 2nd-order polynomial Response Surface Methodology.
API Connection Pending:Ensure FastAPI server is running on http://localhost:8000
Research Overview Metrics
Aggregated mean parameters across 200 observations.
Historical Data Monitoring
Inspect the complete sequential observation records, date filters, and multi-variable time-series tracking chart.
Explore data table
Exploratory Data Analysis
Analyze Pearson and Spearman correlation matrices, factor distributions, scatter trends, and statistical interpretations.
View correlation matrix
RSM Response Surface & Estimation
Interact with 3D response surfaces, 2D contours, ANOVA statistical tables, and test real-time factor estimations.
Launch 3D visualizer