Bluewater Basin: Groundwater Analysis

Investigating groundwater behaviour using terrain, well, and environmental data

In this flagship lab you step into the role of an environmental data scientist investigating groundwater behaviour in the Bluewater Basin — a fictional hydrological catchment created as a safe, realistic research environment. You are given synthetic but scientifically plausible datasets representing monitoring wells across the basin, terrain (elevation and slope), land cover, and monthly rainfall. Your task is to load, clean, explore, and analyse this data to answer a genuine scientific question: how does groundwater level vary across the basin, and what environmental factors explain that variation? You will work through the complete computational research workflow: 1. Load and inspect the well, terrain, and rainfall datasets 2. Clean and integrate the data using Pandas and GeoPandas 3. Explore spatial patterns using GIS methods 4. Test statistical relationships between groundwater, terrain, and rainfall 5. Build a simple predictive model 6. Interpret your findings and produce a research output suitable for your portfolio This lab is designed to be the reference implementation for future Research Atlas labs across other scientific domains.