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Research Atlas

Learn by dragging things

Simulations

Every difficult idea in Research Atlas becomes something you can drag, click, or watch move. These are standalone — no mission progress required.

Hydrogeology

Darcy's Law Visualizer

Adjust hydraulic conductivity and gradient to see how fast groundwater moves through Bluewater Basin's aquifer, and watch q = K·(dh/dl) update live.

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Statistics

Regression Explorer

Fit a line to rainfall vs. streamflow data from the Bluewater River gauge. Drag the slope away from the OLS best fit and watch R² drop.

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GIS

Watershed Explorer

Click anywhere on the basin and trace exactly where a raindrop landing there would flow, cell by cell, to the outlet.

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GIS

Contour Builder

Drag an elevation threshold to draw your own contour line across the basin's terrain — see exactly what a contour line traces.

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Statistics

Distribution Explorer

Adjust skewness and sample size to see how Bluewater Basin's nitrate distribution changes — and when the mean diverges from the median.

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EDA

Time Series Explorer

Toggle trend, seasonal, and residual layers on the Bluewater Basin nitrate time series to see what each component contributes to the signal.

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GIS

Spatial Data Explorer

Explore Bluewater Basin nitrate, dissolved oxygen, and conductivity mapped across all fifteen monitoring wells.

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Machine Learning

Random Forest Explorer

Grow trees one at a time and watch the ensemble vote on flood risk. See feature importance stabilise as the forest grows.

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Geostatistics

Variogram Explorer

Fit nugget, sill, and range parameters to the experimental semivariogram computed from Bluewater Basin's fifteen monitoring wells.

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Geostatistics

Kriging Explorer

Adjust the influence range and distance power to interpolate nitrate concentrations between wells. Hover each well to see its influence radius.

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Hydrology

Hydrograph Explorer

Adjust lag time, peak magnitude, and baseflow to see how Bluewater River responds to three rainfall events over 72 hours.

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Physics-Informed ML

Physics-Informed Fit Explorer

Blend a flexible data-only curve with Darcy's Law's monotonic drawdown constraint, and watch physically impossible fits disappear.

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Bayesian Statistics

Uncertainty Explorer

Bootstrap the rainfall-streamflow regression and watch the honest prediction interval emerge from an ensemble of resampled fits.

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